Kaggle Survey Cleaning - Project 3

Jeff Shamp

2020-03-17

Kaggle DS survery 2019 - Clean and Write to DB

This file is load the Kaggle Data Science Survey for 2019, cleans it, divides the questions into subsets, and writes the subsets to our project SQL server.

Below is the bulk data file. We don’t know to drag around all the data all the time so I’m going to split this dataframe up into subsets and clean them up for easy tidying downstream.

The first table we want is the basic information; age, country, education level, company size, salary, experience level, etc.

##        age                  gender                      country
## 1    22-24                    Male                       France
## 2    40-44                    Male                        India
## 3    55-59                  Female                      Germany
## 4    40-44                    Male                    Australia
## 5    22-24                    Male                        India
## 6    50-54                    Male                       France
## 7    22-24                    Male                        India
## 8    22-24                  Female     United States of America
## 9    22-24                    Male     United States of America
## 10   55-59                    Male                  Netherlands
## 11   18-21                    Male                        India
## 12   30-34                    Male                      Germany
## 13   30-34                    Male                      Germany
## 14   30-34                    Male     United States of America
## 15   25-29                    Male                        India
## 16   50-54                  Female     United States of America
## 17   18-21                    Male                    Australia
## 18   18-21                    Male                        India
## 19   35-39                    Male                       France
## 20   25-29                    Male                       France
## 21   22-24                  Female                      Ireland
## 22   35-39                    Male     United States of America
## 23   25-29                    Male                        India
## 24   40-44                    Male                       Russia
## 25   25-29                    Male                       Greece
## 26   30-34                    Male                       Greece
## 27   35-39                    Male                        India
## 28   25-29                    Male     United States of America
## 29   30-34                  Female                      Ukraine
## 30   25-29                  Female                     Pakistan
## 31   30-34                    Male                        Japan
## 32   30-34                    Male                        Japan
## 33   25-29                  Female                        Other
## 34   30-34                  Female     United States of America
## 35   22-24                    Male                       Brazil
## 36   25-29                    Male                        India
## 37   35-39                    Male                  South Korea
## 38   25-29                    Male                       Brazil
## 39   35-39                    Male                       France
## 40   30-34                  Female     United States of America
## 41   25-29                    Male                        India
## 42   22-24                    Male                        India
## 43   22-24                    Male                        India
## 44   35-39                    Male                      Belarus
## 45   25-29                    Male                        India
## 46   22-24                    Male                        India
## 47   25-29                    Male                        India
## 48   25-29                    Male                      Nigeria
## 49   35-39                  Female               United Kingdom
## 50   30-34                    Male                       Sweden
## 51   35-39                    Male     United States of America
## 52   25-29                    Male                        India
## 53   18-21                    Male                        India
## 54   30-34                    Male                      Germany
## 55   25-29                    Male                      Germany
## 56   25-29                    Male                        India
## 57   45-49                  Female                        India
## 58   40-44                    Male                        India
## 59   30-34                    Male     United States of America
## 60   22-24                  Female                        India
## 61   35-39                    Male                       Mexico
## 62   30-34                    Male     United States of America
## 63   25-29                  Female     United States of America
## 64   22-24                    Male                       France
## 65   35-39 Prefer to self-describe               United Kingdom
## 66   40-44                    Male                        Other
## 67   25-29       Prefer not to say     United States of America
## 68   18-21                    Male                       Russia
## 69   22-24                    Male                        India
## 70   22-24                    Male                        India
## 71   30-34                    Male                        India
## 72   22-24                    Male                    Australia
## 73   18-21                    Male                        India
## 74   18-21                    Male                       Brazil
## 75   30-34                  Female                        India
## 76   22-24                    Male                        India
## 77   35-39                    Male                        Japan
## 78   35-39                    Male                       Canada
## 79   18-21                    Male                        India
## 80   30-34                    Male     United States of America
## 81   30-34                    Male                     Portugal
## 82   25-29                    Male     United States of America
## 83   25-29                    Male                       Russia
## 84   22-24                  Female                        India
## 85   30-34                    Male                       Canada
## 86   30-34                  Female     United States of America
## 87   22-24                    Male                       France
## 88   22-24                    Male     United States of America
## 89   30-34                    Male                       Canada
## 90   25-29                    Male                       Poland
## 91   22-24                    Male                    Indonesia
## 92   35-39                    Male                  Netherlands
## 93   30-34                    Male                        Italy
## 94   45-49                    Male                       France
## 95   22-24                    Male                        India
## 96   22-24                    Male                       Brazil
## 97   30-34                    Male     United States of America
## 98   30-34                    Male                        India
## 99   25-29                    Male               Czech Republic
## 100  35-39       Prefer not to say     United States of America
## 101  18-21                    Male                        India
## 102  25-29                  Female                        Other
## 103  22-24                    Male                     Pakistan
## 104  50-54                    Male               United Kingdom
## 105  30-34                    Male     United States of America
## 106  30-34                    Male                        Spain
## 107  25-29                    Male     United States of America
## 108  30-34                  Female     United States of America
## 109  18-21                    Male                        India
## 110  35-39                    Male                       Sweden
## 111  25-29                    Male     United States of America
## 112  25-29                  Female                      Morocco
## 113  25-29                    Male                        India
## 114  45-49                    Male                        India
## 115  25-29                    Male                        Spain
## 116  18-21                    Male                        India
## 117  22-24                    Male                       Greece
## 118  35-39                    Male                       Russia
## 119  22-24                    Male     United States of America
## 120  25-29       Prefer not to say                        Other
## 121  40-44                    Male                        India
## 122  25-29                    Male     United States of America
## 123  25-29                    Male                        India
## 124  30-34                    Male     United States of America
## 125  22-24                    Male                     Pakistan
## 126  25-29                    Male                        Chile
## 127  25-29                    Male                        Other
## 128  22-24                    Male                        India
## 129  22-24                    Male                        India
## 130  22-24                    Male                       France
## 131  18-21                  Female                        India
## 132  18-21                    Male                        India
## 133  45-49                    Male           Hong Kong (S.A.R.)
## 134  30-34                  Female                       Mexico
## 135  25-29                    Male                        India
## 136  50-54                    Male                        Spain
## 137  18-21                  Female                        India
## 138  22-24                    Male                        India
## 139  25-29                    Male                 South Africa
## 140  30-34                    Male                      Hungary
## 141  30-34                    Male                       France
## 142  40-44                    Male                        India
## 143  60-69                    Male     United States of America
## 144  45-49                  Female                    Argentina
## 145  25-29                    Male                       Turkey
## 146  55-59                    Male     United States of America
## 147  30-34                    Male                      Ireland
## 148  22-24                    Male                       Russia
## 149  18-21                    Male                        India
## 150  55-59                    Male                       France
## 151  30-34                    Male                    Singapore
## 152  25-29                    Male                        India
## 153  35-39                    Male                     Portugal
## 154  40-44                    Male               United Kingdom
## 155  22-24                    Male                        India
## 156  45-49                  Female     United States of America
## 157  22-24                    Male                     Pakistan
## 158  30-34                    Male     United States of America
## 159  40-44                    Male                       Brazil
## 160  35-39                    Male                       Israel
## 161  35-39                    Male                       Russia
## 162  30-34                    Male                      Nigeria
## 163  35-39                  Female                        India
## 164  18-21                    Male                        India
## 165  18-21                    Male                        India
## 166  25-29                    Male                        Japan
## 167  35-39                    Male     United States of America
## 168  35-39                    Male                        Other
## 169  35-39                    Male                        Italy
## 170  30-34                  Female                        Italy
## 171  18-21                  Female                        India
## 172  18-21                    Male                        India
## 173  25-29                    Male                       France
## 174  18-21                    Male                        India
## 175  30-34                    Male                      Ukraine
## 176  22-24                    Male                        India
## 177  25-29                    Male                        India
## 178  25-29                    Male                        Japan
## 179  45-49                    Male                        Italy
## 180  35-39                    Male                       Russia
## 181  35-39                  Female                       Taiwan
## 182  22-24                  Female     United States of America
## 183    70+                    Male                        Other
## 184  22-24                  Female                        India
## 185  45-49                    Male                        Other
## 186  30-34                    Male                        Egypt
## 187  25-29                    Male                       Brazil
## 188  22-24                    Male                       Brazil
## 189  30-34                    Male                       Russia
## 190  40-44                    Male     United States of America
## 191  35-39                    Male                        India
## 192  50-54                  Female                       Brazil
## 193  22-24                  Female                        Other
## 194  25-29                  Female                      Ukraine
## 195  30-34                    Male                       Brazil
## 196  18-21                    Male                        India
## 197  22-24                    Male                   Bangladesh
## 198  25-29                  Female     United States of America
## 199  25-29                    Male                      Morocco
## 200  25-29                    Male                       Canada
## 201  30-34                  Female     United States of America
## 202  25-29                  Female                       Canada
## 203  22-24                    Male     United States of America
## 204  25-29                  Female     United States of America
## 205  25-29                    Male                       Brazil
## 206  55-59                    Male     United States of America
## 207  25-29                    Male                      Hungary
## 208  25-29                    Male                      Belarus
## 209  22-24                    Male                        Spain
## 210  22-24                    Male     United States of America
## 211  22-24                    Male                        India
## 212  22-24                  Female                        India
## 213  18-21                    Male                       Canada
## 214  18-21                  Female                      Nigeria
## 215  25-29                    Male                        India
## 216  25-29                    Male                  South Korea
## 217  40-44                    Male                        India
## 218  22-24                  Female                        Other
## 219  35-39                    Male                       France
## 220  30-34                    Male                        Other
## 221  30-34                    Male                     Colombia
## 222  30-34                    Male                       Brazil
## 223  40-44                    Male                      Germany
## 224  40-44                    Male     United States of America
## 225  35-39                    Male                        India
## 226  25-29                    Male                        Japan
## 227  55-59                    Male                    Australia
## 228  40-44                    Male                       Brazil
## 229  22-24                    Male                       Taiwan
## 230  30-34                    Male                        India
## 231  50-54                    Male     United States of America
## 232  30-34                    Male                       Mexico
## 233  25-29                  Female     United States of America
## 234  55-59                    Male                        India
## 235  22-24                    Male                        Egypt
## 236  25-29                    Male                        India
## 237  30-34                    Male                        India
## 238  50-54                    Male                       Sweden
## 239  18-21                  Female                      Nigeria
## 240  45-49                    Male     United States of America
## 241  30-34                    Male                       Canada
## 242  25-29                    Male                       Norway
## 243  22-24                    Male                     Pakistan
## 244  18-21                    Male                       Russia
## 245  30-34                    Male                        Other
## 246  18-21                    Male                        India
## 247  25-29                  Female                        India
## 248  18-21                    Male                        India
## 249  25-29                    Male                  Netherlands
## 250  30-34                    Male     United States of America
## 251  35-39                    Male                        India
## 252  40-44                    Male                        Japan
## 253  25-29                    Male                        Spain
## 254  45-49                    Male     United States of America
## 255  30-34                    Male                 South Africa
## 256  50-54                    Male     United States of America
## 257  30-34                  Female     United States of America
## 258  30-34                  Female     United States of America
## 259  60-69                    Male     United States of America
## 260  30-34                    Male               Czech Republic
## 261  30-34                    Male                     Thailand
## 262  30-34                    Male                       Taiwan
## 263  25-29                    Male                  Netherlands
## 264  40-44                    Male               United Kingdom
## 265  18-21                    Male                      Nigeria
## 266  22-24                    Male                        China
## 267  30-34                    Male                        India
## 268  35-39                    Male                  South Korea
## 269  18-21                    Male                        India
## 270  45-49                    Male                       Turkey
## 271  45-49                    Male     United States of America
## 272  40-44                    Male                    Indonesia
## 273  22-24                    Male                       France
## 274  45-49                    Male     United States of America
## 275  25-29                    Male                       Israel
## 276  25-29                  Female                      Morocco
## 277  25-29                  Female                       Turkey
## 278  22-24                  Female                        India
## 279  40-44                    Male               United Kingdom
## 280  35-39                    Male                        Japan
## 281  50-54                    Male                        Italy
## 282  30-34                    Male                  Switzerland
## 283  18-21                    Male                        India
## 284  40-44                    Male     United States of America
## 285  22-24                    Male                        India
## 286  18-21                    Male                        India
## 287  22-24                  Female                       Russia
## 288  22-24                    Male     United States of America
## 289  60-69                    Male     United States of America
## 290  22-24                    Male                     Pakistan
## 291  30-34                    Male                        India
## 292  25-29                    Male                       Mexico
## 293  30-34                    Male                        Other
## 294  30-34                    Male                        Italy
## 295  35-39                    Male                        Other
## 296  30-34                    Male                 South Africa
## 297  50-54                    Male                       Brazil
## 298  22-24                  Female                     Pakistan
## 299  35-39                    Male                     Portugal
## 300  30-34                    Male                      Germany
## 301  25-29                    Male     United States of America
## 302  60-69                    Male     United States of America
## 303  40-44                    Male                    Argentina
## 304  40-44                  Female     United States of America
## 305  25-29                    Male                       Brazil
## 306  50-54                    Male                        Italy
## 307  18-21                    Male                     Viet Nam
## 308  25-29                    Male     United States of America
## 309  30-34                    Male     United States of America
## 310  18-21                    Male                        India
## 311  35-39                    Male                  Netherlands
## 312  22-24                    Male                        India
## 313  18-21                  Female     United States of America
## 314  25-29                    Male                       Taiwan
## 315  25-29                    Male                      Denmark
## 316  25-29                  Female                        India
## 317  18-21                    Male                        India
## 318  35-39                    Male                      Ukraine
## 319  18-21                  Female                       Russia
## 320  55-59                    Male                     Colombia
## 321  25-29                    Male                     Thailand
## 322  22-24                    Male                     Viet Nam
## 323  30-34                    Male                        India
## 324  50-54                    Male                    Indonesia
## 325  22-24                    Male                      Nigeria
## 326  35-39                    Male                        Other
## 327  25-29                    Male                        India
## 328  30-34                    Male                        Chile
## 329  18-21                    Male                        India
## 330  25-29                    Male     United States of America
## 331  22-24                    Male                     Colombia
## 332  30-34                    Male                     Colombia
## 333  25-29                    Male     United States of America
## 334  40-44                    Male                       Taiwan
## 335  25-29                    Male                        India
## 336  35-39                    Male     United States of America
## 337  25-29                  Female     United States of America
## 338  22-24                  Female                    Indonesia
## 339  35-39                    Male     United States of America
## 340  35-39                  Female                       France
## 341  40-44                  Female     United States of America
## 342  18-21                    Male                        India
## 343  22-24                    Male                       Russia
## 344  30-34                    Male                        India
## 345  18-21                    Male                        India
## 346  22-24                  Female                      Morocco
## 347  22-24                  Female                  South Korea
## 348  25-29                  Female     United States of America
## 349  18-21                    Male                        India
## 350  22-24                    Male                        India
## 351  22-24                    Male                     Colombia
## 352  30-34                    Male                       Israel
## 353  18-21                    Male                        India
## 354  30-34 Prefer to self-describe                        Other
## 355  25-29                  Female                        India
## 356  25-29                    Male                        Other
## 357  60-69                    Male     United States of America
## 358  25-29                  Female                       Russia
## 359  25-29                    Male                        Other
## 360  30-34                    Male                        India
## 361  55-59                    Male     United States of America
## 362  22-24                    Male                        India
## 363  22-24                    Male                        India
## 364  25-29                    Male                        Italy
## 365  55-59                  Female                       Canada
## 366  22-24                    Male                       Mexico
## 367  22-24                    Male     United States of America
## 368  22-24                    Male                        India
## 369  25-29                    Male     United States of America
## 370  22-24                  Female               United Kingdom
## 371  22-24                    Male                        India
## 372  25-29       Prefer not to say                        Japan
## 373  45-49                  Female     United States of America
## 374  18-21       Prefer not to say                        Other
## 375  25-29                    Male     United States of America
## 376  25-29                    Male     United States of America
## 377  25-29                  Female                       France
## 378  22-24                    Male                        India
## 379  18-21                    Male                        India
## 380  30-34                    Male                        Japan
## 381  55-59                    Male                       Taiwan
## 382  25-29                    Male                       Russia
## 383  25-29                    Male                       Mexico
## 384  25-29                    Male                       France
## 385  22-24 Prefer to self-describe                       Russia
## 386  30-34                    Male                        India
## 387  18-21                    Male                        India
## 388  18-21                  Female                        India
## 389  35-39                    Male                       Brazil
## 390  30-34                    Male                    Argentina
## 391  22-24                    Male                        India
## 392  22-24                    Male                        Japan
## 393  40-44                    Male                       Brazil
## 394  18-21                    Male                        India
## 395  22-24       Prefer not to say                     Viet Nam
## 396  30-34                    Male                        Japan
## 397  30-34                    Male     United States of America
## 398  25-29                    Male                        Italy
## 399  25-29                    Male                        India
## 400  18-21                    Male                        India
## 401  60-69                    Male     United States of America
## 402  25-29                  Female     United States of America
## 403  30-34                    Male                        Japan
## 404  18-21                    Male                        India
## 405  18-21                    Male                        India
## 406  18-21                  Female                      Ukraine
## 407  30-34                    Male                        India
## 408  30-34                    Male                        India
## 409  18-21                    Male                        India
## 410  25-29                    Male     United States of America
## 411  35-39                  Female                      Tunisia
## 412  55-59                    Male                       Brazil
## 413  25-29                    Male               United Kingdom
## 414  25-29                  Female                        Chile
## 415  30-34                    Male                  Netherlands
## 416  18-21                    Male                        Other
## 417  40-44                    Male     United States of America
## 418  25-29                    Male                       Russia
## 419  18-21                    Male                       Brazil
## 420  25-29                    Male                        India
## 421  45-49                  Female                        Japan
## 422  35-39                    Male                        Spain
## 423  35-39                    Male                    Singapore
## 424  25-29                    Male                       Canada
## 425  30-34                    Male                     Pakistan
## 426  30-34                    Male     United States of America
## 427  18-21                    Male                       Russia
## 428  50-54                    Male                       Canada
## 429  30-34                  Female                       France
## 430  22-24                  Female                        India
## 431  45-49                  Female                       Canada
## 432  18-21                    Male                        India
## 433  22-24                  Female     United States of America
## 434  25-29                    Male                        Egypt
## 435  18-21                    Male                        India
## 436  30-34                    Male                        India
## 437  25-29                  Female                        Other
## 438  35-39                    Male                       Brazil
## 439  40-44                    Male                       Poland
## 440  18-21                    Male                        India
## 441  25-29                    Male            Republic of Korea
## 442  22-24                    Male                     Viet Nam
## 443  30-34                  Female                       Russia
## 444  25-29                  Female     United States of America
## 445  45-49                    Male                       Norway
## 446  25-29                    Male     United States of America
## 447  25-29                    Male               United Kingdom
## 448  40-44                  Female     United States of America
## 449  25-29                    Male                      Germany
## 450  22-24                    Male                      Germany
## 451  40-44                  Female     United States of America
## 452  25-29                    Male                        India
## 453  50-54                    Male                       France
## 454  25-29                    Male                       Brazil
## 455  35-39                    Male     United States of America
## 456  22-24                    Male                       Mexico
## 457  40-44                    Male     United States of America
## 458  45-49                    Male     United States of America
## 459  18-21                  Female                       Turkey
## 460  30-34                    Male     United States of America
## 461  35-39                    Male                        Other
## 462  22-24                    Male                     Colombia
## 463  30-34                    Male     United States of America
## 464  18-21                    Male                        India
## 465  35-39                    Male                        Italy
## 466  30-34                  Female               United Kingdom
## 467  35-39                    Male                       Canada
## 468  45-49                  Female                        Italy
## 469  50-54                    Male               United Kingdom
## 470  25-29                    Male               United Kingdom
## 471  18-21                    Male                        India
## 472  40-44                    Male               United Kingdom
## 473  30-34                    Male                      Germany
## 474  25-29                    Male                        India
## 475  55-59       Prefer not to say                        Other
## 476  30-34                    Male     United States of America
## 477  25-29                    Male                      Germany
## 478  40-44                    Male     United States of America
## 479  50-54                    Male     United States of America
## 480  18-21                  Female                        India
## 481  40-44                    Male                        India
## 482  35-39                  Female                       Sweden
## 483  25-29                    Male     United States of America
## 484  25-29                    Male     United States of America
## 485  30-34                  Female                       Brazil
## 486  22-24                    Male                       Canada
## 487  30-34                    Male                 South Africa
## 488  30-34                    Male     United States of America
## 489  22-24                    Male                  New Zealand
## 490  18-21                    Male            Republic of Korea
## 491  30-34                    Male                       Canada
## 492  30-34                    Male     United States of America
## 493  30-34                    Male                        India
## 494  40-44                    Male                       Canada
## 495  25-29                  Female     United States of America
## 496  30-34                    Male     United States of America
## 497  40-44                    Male                        Italy
## 498  40-44                    Male                       Poland
## 499  30-34                    Male                       Poland
## 500  25-29                    Male                        India
## 501  18-21                    Male                        India
## 502  25-29                  Female                        India
## 503  40-44                    Male     United States of America
## 504  25-29                    Male                        Spain
## 505  22-24                    Male                        India
## 506  25-29                  Female                 South Africa
## 507  18-21                    Male                        India
## 508  30-34                    Male                      Ireland
## 509  25-29                    Male     United States of America
## 510  22-24                  Female Iran, Islamic Republic of...
## 511  25-29                    Male                       Brazil
## 512  25-29                    Male                   Bangladesh
## 513  22-24                    Male                        India
## 514  22-24                    Male                        India
## 515  30-34                    Male     United States of America
## 516  50-54                    Male     United States of America
## 517  18-21                    Male                        India
## 518  22-24                    Male                        India
## 519  35-39                  Female                       Canada
## 520  40-44                    Male                  Switzerland
## 521  22-24                    Male Iran, Islamic Republic of...
## 522  35-39                  Female     United States of America
## 523  35-39                    Male                       Canada
## 524  25-29                    Male                        Spain
## 525  55-59                    Male                        Spain
## 526  40-44                    Male                        Other
## 527  30-34                    Male     United States of America
## 528  18-21                    Male                      Ukraine
## 529  35-39                    Male     United States of America
## 530  30-34                    Male                        India
## 531  18-21                  Female                      Tunisia
## 532  55-59                    Male     United States of America
## 533  45-49                    Male                        India
## 534  25-29                    Male     United States of America
## 535  60-69                    Male     United States of America
## 536  25-29                    Male     United States of America
## 537  22-24                    Male                   Bangladesh
## 538  30-34                    Male                       Poland
## 539  35-39                    Male                    Singapore
## 540  22-24                    Male                       Greece
## 541  22-24                    Male                   Bangladesh
## 542  25-29                    Male               United Kingdom
## 543  30-34                    Male                       Brazil
## 544  35-39                    Male     United States of America
## 545  22-24                  Female                      Morocco
## 546  25-29                    Male                       Russia
## 547  22-24                    Male                       Turkey
## 548  18-21                    Male                        India
## 549  22-24                  Female                     Portugal
## 550  25-29                    Male     United States of America
## 551  30-34                  Female                        Egypt
## 552  25-29                    Male                  Netherlands
## 553  35-39                    Male     United States of America
## 554  30-34                    Male                  Switzerland
## 555  40-44                    Male                        Other
## 556  25-29                  Female                        India
## 557  22-24                    Male                        India
## 558  18-21                    Male     United States of America
## 559  30-34                    Male                       Brazil
## 560  55-59                  Female     United States of America
## 561  40-44                    Male                        Other
## 562  25-29                    Male                        India
## 563  30-34                    Male                       France
## 564  18-21                    Male                        India
## 565  35-39                    Male                    Singapore
## 566  22-24                    Male                        India
## 567  30-34                  Female     United States of America
## 568  30-34                    Male                       Russia
## 569  25-29                    Male                     Viet Nam
## 570  25-29                    Male                       Brazil
## 571  22-24                  Female                        India
## 572  35-39                    Male                        India
## 573  30-34                    Male                         Peru
## 574  40-44                  Female                 South Africa
## 575  22-24                  Female                       Canada
## 576  55-59                  Female     United States of America
## 577  30-34                  Female     United States of America
## 578  35-39                    Male                        India
## 579  35-39                    Male                        India
## 580  18-21                    Male                        India
## 581  18-21                    Male                        Kenya
## 582  22-24                  Female                     Pakistan
## 583  45-49                    Male                       Turkey
## 584  35-39                    Male                        Other
## 585  22-24                    Male                        India
## 586  25-29                    Male                        Other
## 587  45-49                    Male     United States of America
## 588  35-39                    Male                      Germany
## 589  18-21                    Male     United States of America
## 590  30-34                    Male     United States of America
## 591  22-24                    Male     United States of America
## 592  50-54                    Male                       Taiwan
## 593  22-24                  Female                     Pakistan
## 594  25-29                    Male                        Italy
## 595  45-49                    Male                       Brazil
## 596  18-21                    Male                        India
## 597  22-24                    Male                      Denmark
## 598  18-21                  Female                        India
## 599  18-21                    Male                        Egypt
## 600  18-21                    Male                        India
## 601  55-59                    Male                  Netherlands
## 602  35-39                    Male                        Chile
## 603  25-29                    Male                     Pakistan
## 604  22-24                    Male                        India
## 605  18-21                    Male     United States of America
## 606  30-34                    Male                    Singapore
## 607  35-39                  Female Iran, Islamic Republic of...
## 608  35-39                    Male                       Russia
## 609  18-21                    Male                        India
## 610  22-24                    Male                       Taiwan
## 611  35-39                    Male                       Poland
## 612  40-44                    Male                       Canada
## 613  18-21                    Male                        India
## 614  35-39                    Male                        India
## 615  25-29                  Female                        Japan
## 616  30-34                    Male                       Brazil
## 617  30-34                    Male                     Pakistan
## 618  40-44                    Male                        Other
## 619  35-39                    Male                        Other
## 620  35-39                    Male                        India
## 621  30-34                  Female                        Italy
## 622  18-21                    Male                        India
## 623  25-29                  Female                        India
## 624  18-21                    Male                       Russia
## 625  45-49       Prefer not to say                        Italy
## 626  25-29                  Female                        Other
## 627  25-29                    Male                        India
## 628  22-24                  Female                        India
## 629  22-24                    Male     United States of America
## 630  35-39                    Male                       Brazil
## 631  18-21                    Male     United States of America
## 632  18-21                  Female                       Mexico
## 633  30-34                    Male                 South Africa
## 634  60-69                    Male     United States of America
## 635  25-29                    Male                       Russia
## 636  25-29                  Female                       Brazil
## 637  60-69                    Male                       Mexico
## 638  60-69                    Male                       Mexico
## 639  22-24                  Female                  Switzerland
## 640  18-21                    Male                        India
## 641  35-39                  Female     United States of America
## 642  25-29                    Male                      Nigeria
## 643  30-34                    Male     United States of America
## 644  40-44                    Male     United States of America
## 645  35-39                    Male                      Germany
## 646  35-39                    Male                        India
## 647  25-29                    Male                        Spain
## 648  30-34                    Male                        Japan
## 649  35-39                    Male               United Kingdom
## 650  30-34                    Male                  Switzerland
## 651  18-21                    Male                        India
## 652  18-21                    Male                        India
## 653  50-54                    Male               United Kingdom
## 654  25-29                    Male                       Brazil
## 655  30-34                    Male                       Russia
## 656  25-29                    Male                    Argentina
## 657  35-39                    Male                    Argentina
## 658  30-34                    Male                        India
## 659  18-21                    Male                  Switzerland
## 660  22-24                    Male                       Poland
## 661  25-29                    Male                       Brazil
## 662  22-24                    Male                       Taiwan
## 663  45-49                    Male     United States of America
## 664  30-34                  Female                        India
## 665  25-29                    Male     United States of America
## 666  35-39                    Male                        Other
## 667  25-29                    Male                        India
## 668  50-54                    Male                        India
## 669  22-24                    Male                       Canada
## 670  18-21                  Female                       Canada
## 671  35-39                  Female                       Brazil
## 672  22-24                  Female                        India
## 673  35-39                    Male     United States of America
## 674  35-39                    Male                      Germany
## 675  30-34                    Male     United States of America
## 676  25-29                    Male                        India
## 677  25-29                  Female                      Ukraine
## 678  18-21                    Male                        India
## 679  35-39                    Male                        India
## 680  40-44                    Male                     Colombia
## 681  35-39                    Male                        Italy
## 682  40-44                    Male                       Brazil
## 683  30-34                    Male                       Russia
## 684  60-69                    Male     United States of America
## 685  22-24                  Female                        Other
## 686  18-21                    Male                        India
## 687  22-24                    Male     United States of America
## 688  18-21                    Male                        India
## 689  25-29                    Male                   Bangladesh
## 690  30-34                    Male     United States of America
## 691  40-44                    Male                       Brazil
## 692  25-29                    Male                        India
## 693  30-34                    Male                        India
## 694  30-34                  Female                       Russia
## 695  25-29                    Male                       Brazil
## 696  18-21                    Male                        India
## 697  50-54                    Male     United States of America
## 698  22-24                    Male                    Argentina
## 699  25-29                  Female     United States of America
## 700  30-34                    Male     United States of America
## 701  25-29                  Female     United States of America
## 702  25-29                    Male     United States of America
## 703  22-24                    Male                        India
## 704  18-21                    Male                    Indonesia
## 705  45-49                    Male     United States of America
## 706  50-54                  Female                      Romania
## 707  45-49                    Male                     Colombia
## 708  35-39                    Male                       France
## 709  18-21                    Male                        India
## 710  18-21                    Male                        India
## 711  25-29                    Male                        Japan
## 712  40-44                    Male                      Germany
## 713  30-34                  Female                      Nigeria
## 714  22-24                    Male                      Morocco
## 715  22-24                    Male                        India
## 716  40-44                  Female     United States of America
## 717  25-29                    Male                        India
## 718  18-21                    Male                     Malaysia
## 719    70+                    Male                        Other
## 720  40-44                    Male                       Brazil
## 721  22-24                    Male                        India
## 722  18-21                    Male                        India
## 723  40-44                    Male                        India
## 724  50-54                    Male                        Spain
## 725  45-49                    Male                       Turkey
## 726  22-24                    Male                     Portugal
## 727  45-49                    Male     United States of America
## 728  35-39                    Male     United States of America
## 729  30-34                    Male     United States of America
## 730  22-24                    Male                      Nigeria
## 731  30-34                  Female     United States of America
## 732  18-21                    Male                        India
## 733  22-24                    Male                        India
## 734  30-34                    Male                      Ukraine
## 735  22-24                    Male                        India
## 736  22-24                  Female                        India
## 737  35-39                  Female     United States of America
## 738  18-21                    Male     United States of America
## 739  22-24                    Male                        India
## 740  35-39                    Male                        India
## 741  22-24                  Female                       Russia
## 742  22-24                  Female                        India
## 743  40-44                  Female     United States of America
## 744  22-24                    Male                       Russia
## 745  25-29                    Male                        India
## 746  30-34                  Female     United States of America
## 747  25-29                    Male                  South Korea
## 748  25-29                    Male                      Germany
## 749  22-24                  Female                        India
## 750  22-24                    Male                       Brazil
## 751  50-54                    Male     United States of America
## 752  18-21                    Male                        India
## 753  30-34                    Male                      Morocco
## 754  25-29                  Female               United Kingdom
## 755  35-39                    Male     United States of America
## 756  40-44                    Male                    Argentina
## 757  35-39                  Female                       Greece
## 758  40-44                    Male                        Other
## 759  30-34                    Male                     Colombia
## 760  30-34                  Female                       Canada
## 761  35-39                    Male                        India
## 762  35-39                    Male     United States of America
## 763  50-54                    Male     United States of America
## 764  55-59                    Male     United States of America
## 765  30-34                  Female     United States of America
## 766  25-29                    Male                        India
## 767  25-29                    Male     United States of America
## 768  35-39                    Male     United States of America
## 769  25-29                    Male                        India
## 770  35-39                    Male                        India
## 771  45-49                    Male                    Argentina
## 772  25-29                    Male                        India
## 773  22-24                    Male                     Pakistan
## 774  25-29                    Male                        India
## 775  22-24                    Male                       Taiwan
## 776  18-21                  Female                        India
## 777  25-29                    Male                       Canada
## 778  22-24                    Male                       Russia
## 779  25-29                    Male               United Kingdom
## 780  45-49                    Male                        Spain
## 781  18-21                    Male                        India
## 782  30-34                    Male     United States of America
## 783  22-24                    Male                       Russia
## 784  22-24                    Male                      Belarus
## 785  18-21                    Male                        India
## 786  22-24                    Male                        India
## 787  18-21                    Male                        India
## 788  60-69                    Male                       France
## 789  35-39                    Male                        India
## 790  25-29                    Male     United States of America
## 791  22-24                  Female                        India
## 792  40-44                  Female     United States of America
## 793  30-34                  Female               United Kingdom
## 794  25-29                    Male     United States of America
## 795  45-49                    Male                        China
## 796  40-44                    Male                      Belarus
## 797  25-29                    Male                       Russia
## 798  60-69                    Male                  Switzerland
## 799  30-34                    Male                        Other
## 800  25-29                    Male                       Russia
## 801  40-44                    Male                        India
## 802  50-54                    Male                        Other
## 803  50-54                  Female     United States of America
## 804  40-44                    Male     United States of America
## 805  22-24                  Female     United States of America
## 806  25-29                    Male                    Argentina
## 807  30-34                  Female     United States of America
## 808  25-29                    Male                        India
## 809  25-29                    Male                        India
## 810  25-29                    Male                        Japan
## 811  18-21                    Male                         Peru
## 812  22-24                    Male                        Other
## 813  22-24                    Male                        India
## 814  22-24                    Male     United States of America
## 815  30-34                    Male                       Brazil
## 816  18-21                  Female                        India
## 817  25-29                    Male                        India
## 818  55-59                    Male     United States of America
## 819  22-24                    Male               United Kingdom
## 820  35-39                    Male                      Germany
## 821  18-21                    Male                        India
## 822  45-49                    Male                        India
## 823  40-44                    Male                        Spain
## 824  25-29                    Male     United States of America
## 825  50-54                    Male                       Canada
## 826  30-34                    Male     United States of America
## 827  55-59                    Male                     Colombia
## 828  25-29                    Male                       Canada
## 829  30-34                    Male                       Canada
## 830  35-39                    Male                       Israel
## 831  25-29                    Male                       Mexico
## 832  35-39                    Male     United States of America
## 833  30-34                    Male                    Indonesia
## 834  35-39                    Male                     Viet Nam
## 835  22-24                  Female                        Other
## 836  25-29                    Male                     Pakistan
## 837  18-21                    Male                       Taiwan
## 838  25-29                    Male                       Brazil
## 839  55-59                    Male                       Brazil
## 840  55-59                    Male     United States of America
## 841  25-29                    Male                        Chile
## 842  18-21                    Male                     Viet Nam
## 843  22-24                  Female                        India
## 844  30-34                    Male               United Kingdom
## 845  25-29                    Male                      Belgium
## 846  30-34                  Female                        India
## 847  30-34                    Male                        India
## 848  40-44                    Male     United States of America
## 849  45-49                  Female     United States of America
## 850  25-29                    Male               United Kingdom
## 851  22-24                  Female                       Russia
## 852  25-29                    Male                        Other
## 853  35-39                    Male     United States of America
## 854  55-59                    Male                       Canada
## 855  30-34                    Male                     Colombia
## 856  18-21                  Female                        India
## 857  50-54                    Male                    Australia
## 858  35-39                    Male                        Chile
## 859  18-21                    Male                        India
## 860  40-44                  Female                      Algeria
## 861  22-24                  Female                        Other
## 862  18-21                  Female                        India
## 863  22-24                    Male                        India
## 864  25-29                    Male                        Chile
## 865  30-34                    Male                       Russia
## 866  30-34                    Male                        China
## 867  22-24                  Female                     Thailand
## 868  22-24                    Male                        India
## 869  22-24                    Male                        India
## 870  25-29                    Male     United States of America
## 871  30-34                    Male                        Other
## 872  35-39                    Male                       Poland
## 873  35-39                    Male                       Russia
## 874  22-24                    Male                        Other
## 875  30-34                    Male     United States of America
## 876  25-29                  Female                       Brazil
## 877  25-29                  Female               United Kingdom
## 878  35-39                    Male                        Other
## 879  25-29                    Male                        India
## 880  50-54                    Male                       Brazil
## 881  22-24                    Male                        India
## 882  25-29                    Male                        India
## 883  30-34                    Male                       Canada
## 884  55-59                    Male     United States of America
## 885  25-29                    Male                   Bangladesh
## 886  45-49                    Male     United States of America
## 887  22-24                    Male                      Germany
## 888  22-24                    Male                        India
## 889  18-21                    Male                        India
## 890  25-29                    Male                       Turkey
## 891  40-44                    Male     United States of America
## 892  30-34                    Male                      Belarus
## 893  30-34                    Male                       Brazil
## 894  30-34                    Male                       Brazil
## 895  40-44                    Male                      Belgium
## 896  18-21                    Male                        India
## 897  22-24                    Male     United States of America
## 898  22-24                  Female                       Turkey
## 899  18-21                    Male                        India
## 900  45-49                    Male                       Russia
## 901  25-29                    Male                     Pakistan
## 902  25-29                  Female                      Belgium
## 903  25-29                    Male     United States of America
## 904  25-29                    Male                        India
## 905  30-34                    Male                       Mexico
## 906  40-44                    Male     United States of America
## 907  22-24                    Male                        India
## 908  25-29                    Male                      Austria
## 909  18-21                    Male                        India
## 910  35-39                    Male     United States of America
## 911  60-69                    Male     United States of America
## 912  25-29                    Male                        Italy
## 913  18-21                    Male                        India
## 914  25-29                    Male                       Brazil
## 915  22-24                  Female                      Ukraine
## 916  30-34                    Male     United States of America
## 917  30-34                  Female     United States of America
## 918  25-29                    Male                        India
## 919  22-24                    Male     United States of America
## 920  25-29                    Male                        India
## 921  22-24                    Male                  South Korea
## 922  18-21                  Female                        India
## 923  22-24                  Female                        India
## 924  22-24                    Male                        Other
## 925  22-24                    Male                    Indonesia
## 926  55-59                  Female                       Brazil
## 927  25-29                    Male     United States of America
## 928  30-34                  Female                     Colombia
## 929  35-39                    Male     United States of America
## 930  45-49                    Male                      Ukraine
## 931  18-21                    Male                        India
## 932  45-49                  Female     United States of America
## 933  18-21                    Male                        India
## 934  22-24                  Female                        India
## 935  35-39                    Male                       Turkey
## 936  22-24                    Male     United States of America
## 937  40-44                  Female                       Poland
## 938  45-49                    Male                      Algeria
## 939  18-21                    Male                        India
## 940  50-54                    Male                  New Zealand
## 941  30-34                    Male                  Netherlands
## 942  40-44       Prefer not to say                        India
## 943  35-39                    Male     United States of America
## 944  35-39                  Female     United States of America
## 945  22-24                  Female     United States of America
## 946  35-39                    Male                       Mexico
## 947  18-21                    Male                        India
## 948  60-69                    Male                       Sweden
## 949  22-24                    Male                        India
## 950  18-21                    Male                        Other
## 951  35-39                    Male                        Kenya
## 952  18-21                    Male                        India
## 953  30-34                    Male                       Brazil
## 954  45-49                    Male     United States of America
## 955  40-44                    Male                        India
## 956  35-39                    Male                      Germany
## 957  35-39                    Male                  Netherlands
## 958  35-39                    Male     United States of America
## 959  22-24                    Male     United States of America
## 960  18-21                    Male                     Colombia
## 961  25-29                    Male                      Ukraine
## 962  50-54       Prefer not to say                        Other
## 963  18-21                    Male                        India
## 964  25-29                  Female                        India
## 965  30-34                  Female                       Greece
## 966  50-54                    Male     United States of America
## 967  25-29                    Male                        Other
## 968  18-21                    Male                        India
## 969  18-21                    Male                    Indonesia
## 970  30-34                    Male                      Romania
## 971  22-24                  Female                        India
## 972  60-69                    Male     United States of America
## 973  40-44                    Male     United States of America
## 974  18-21                    Male                       France
## 975  45-49                    Male     United States of America
## 976  22-24                    Male                        India
## 977  40-44                    Male     United States of America
## 978  25-29                    Male                 South Africa
## 979  18-21                    Male                    Indonesia
## 980  22-24                    Male                   Bangladesh
## 981  22-24                    Male                        India
## 982  50-54                    Male     United States of America
## 983  22-24                  Female     United States of America
## 984  25-29                    Male     United States of America
## 985  45-49                    Male     United States of America
## 986  25-29                    Male                   Bangladesh
## 987  25-29                    Male                      Germany
## 988  25-29                    Male                       Russia
## 989  25-29                    Male                       Brazil
## 990  40-44                    Male                     Colombia
## 991  60-69                  Female                  Switzerland
## 992  50-54                    Male     United States of America
## 993  25-29                    Male                       Brazil
## 994  25-29                    Male     United States of America
## 995  30-34                    Male                       Turkey
## 996  50-54                    Male                      Algeria
## 997  40-44                    Male                      Nigeria
## 998  22-24                    Male                        India
## 999  25-29                    Male                       Poland
## 1000 18-21                    Male                        India
## 1001 30-34                    Male                        Spain
## 1002 25-29                    Male     United States of America
## 1003 18-21                    Male                      Ukraine
## 1004 50-54                  Female                      Tunisia
## 1005 22-24                    Male                      Romania
## 1006 30-34                    Male                      Hungary
## 1007 25-29                    Male                     Pakistan
## 1008 30-34                    Male                        Spain
## 1009 25-29                    Male     United States of America
## 1010 22-24                  Female                     Pakistan
## 1011 18-21                  Female                      Ukraine
## 1012 30-34                    Male     United States of America
## 1013 18-21                    Male     United States of America
## 1014 60-69                    Male     United States of America
## 1015 55-59       Prefer not to say     United States of America
## 1016 18-21                    Male     United States of America
## 1017 25-29                    Male               United Kingdom
## 1018 25-29                    Male                       Turkey
## 1019 40-44                  Female     United States of America
## 1020 30-34                    Male                        Other
## 1021 30-34                  Female                       Canada
## 1022 35-39                    Male                      Germany
## 1023 25-29                    Male                        India
## 1024 22-24                    Male                       Russia
## 1025 35-39                    Male                      Nigeria
## 1026 22-24                    Male                        Japan
## 1027 25-29                  Female                      Germany
## 1028 55-59                    Male     United States of America
## 1029 35-39                    Male     United States of America
## 1030 25-29                  Female                        Egypt
## 1031 35-39                    Male                        India
## 1032 18-21                    Male                      Ireland
## 1033 30-34                    Male                       Russia
## 1034 22-24                    Male     United States of America
## 1035 35-39                    Male     United States of America
## 1036 25-29                    Male     United States of America
## 1037 35-39                    Male                        India
## 1038 25-29                    Male                        India
## 1039 30-34                    Male                      Germany
## 1040 22-24                    Male                       Canada
## 1041 50-54                    Male                      Germany
## 1042 35-39                    Male                     Colombia
## 1043 35-39                  Female                       Brazil
## 1044 50-54                    Male     United States of America
## 1045 35-39                    Male                       Canada
## 1046 30-34                  Female                      Nigeria
## 1047 30-34                    Male                        India
## 1048 40-44                    Male     United States of America
## 1049 18-21                  Female                        India
## 1050 22-24                    Male                        India
## 1051 30-34                    Male                  Switzerland
## 1052 30-34                    Male                       Brazil
## 1053 18-21                    Male                        India
## 1054 25-29                    Male     United States of America
## 1055 25-29                    Male                        India
## 1056 25-29                    Male                     Pakistan
## 1057 25-29                  Female                       Russia
## 1058 25-29                    Male     United States of America
## 1059 50-54                    Male     United States of America
## 1060 25-29                    Male                        India
## 1061 30-34                  Female                        Spain
## 1062 30-34                    Male                  Netherlands
## 1063 22-24                    Male                        India
## 1064 22-24                    Male                        India
## 1065 30-34                    Male                      Nigeria
## 1066 45-49                    Male                 South Africa
## 1067 25-29                    Male     United States of America
## 1068 25-29                  Female                        Other
## 1069 35-39                    Male                      Germany
## 1070 40-44                    Male                       Israel
## 1071 35-39                    Male                  Netherlands
## 1072 30-34                    Male     United States of America
## 1073 25-29                  Female                      Germany
## 1074 35-39                    Male                        India
## 1075 18-21                    Male                    Indonesia
## 1076 18-21                    Male                        India
## 1077 30-34                  Female     United States of America
## 1078 25-29                    Male                        India
## 1079 22-24                  Female                       Poland
## 1080 40-44                    Male                       Canada
## 1081 30-34                    Male                        Other
## 1082 25-29                    Male                    Argentina
## 1083 30-34                    Male                  New Zealand
## 1084 25-29                  Female                       Brazil
## 1085 30-34                  Female                        India
## 1086 22-24                    Male                       Canada
## 1087 22-24                  Female                       Russia
## 1088 18-21                  Female     United States of America
## 1089 18-21                    Male                       Russia
## 1090 22-24                    Male                       Taiwan
## 1091 25-29                    Male                     Pakistan
## 1092 18-21       Prefer not to say                        India
## 1093 55-59                    Male                       Norway
## 1094 22-24                    Male                        India
## 1095 25-29                    Male                        India
## 1096 45-49                    Male                      Morocco
## 1097 35-39                    Male                       Russia
## 1098 30-34                    Male     United States of America
## 1099 18-21                  Female     United States of America
## 1100 22-24                    Male                       Russia
## 1101 35-39                  Female     United States of America
## 1102 40-44                    Male                       Russia
## 1103 30-34                    Male     United States of America
## 1104 40-44                    Male                      Germany
## 1105 18-21                    Male                       Russia
## 1106 30-34                  Female                        Spain
## 1107 30-34                    Male                      Germany
## 1108 25-29                  Female     United States of America
## 1109 25-29                    Male                  Netherlands
## 1110 25-29                    Male                        India
## 1111 40-44                    Male                        Other
## 1112 22-24                    Male                       Russia
## 1113 18-21                    Male                        India
## 1114 18-21                    Male                       Brazil
## 1115 25-29                    Male Iran, Islamic Republic of...
## 1116 18-21                    Male                        India
## 1117 30-34       Prefer not to say                        Other
## 1118 40-44                    Male               United Kingdom
## 1119 22-24                    Male     United States of America
## 1120 25-29                    Male     United States of America
## 1121 30-34                    Male     United States of America
## 1122 22-24                    Male                        India
## 1123 25-29                    Male                        Other
## 1124 40-44                    Male                       Brazil
## 1125 35-39                    Male                      Ukraine
## 1126 25-29                    Male                      Morocco
## 1127 40-44                    Male               United Kingdom
## 1128 35-39                  Female     United States of America
## 1129 40-44                    Male               United Kingdom
## 1130 45-49                    Male     United States of America
## 1131 30-34                    Male     United States of America
## 1132 25-29       Prefer not to say     United States of America
## 1133 60-69                    Male                       Canada
## 1134 22-24                    Male                      Germany
## 1135 30-34                    Male     United States of America
## 1136 40-44                  Female                        India
## 1137 18-21                    Male                        India
## 1138 18-21                    Male                       Poland
## 1139 40-44                    Male                       Poland
## 1140 30-34                  Female     United States of America
## 1141 55-59                    Male                        Japan
## 1142 35-39                    Male                       Brazil
## 1143 22-24                    Male                      Germany
## 1144 55-59                    Male                       Poland
## 1145 22-24                    Male                      Nigeria
## 1146 25-29                    Male                        India
## 1147 18-21                  Female                      Hungary
## 1148 22-24                    Male                 South Africa
## 1149 60-69                    Male     United States of America
## 1150 45-49                  Female                       Israel
## 1151 22-24                    Male                  Netherlands
## 1152 25-29                    Male     United States of America
## 1153 25-29                    Male     United States of America
## 1154 30-34                    Male     United States of America
## 1155 40-44                    Male                       Russia
## 1156 25-29                    Male     United States of America
## 1157 25-29                    Male                    Australia
## 1158 25-29                    Male                        India
## 1159 25-29                    Male     United States of America
## 1160 25-29                  Female     United States of America
## 1161 22-24                    Male                        India
## 1162 18-21                    Male                        India
## 1163 25-29                    Male                       Canada
## 1164 45-49                    Male     United States of America
## 1165 18-21                    Male                        India
## 1166 25-29                    Male     United States of America
## 1167 18-21                    Male                        India
## 1168 18-21                    Male                        Egypt
## 1169   70+                    Male     United States of America
## 1170 30-34                    Male                       Canada
## 1171 50-54                    Male     United States of America
## 1172 25-29                    Male                        Italy
## 1173 18-21                    Male                        India
## 1174 18-21                    Male                        India
## 1175 45-49                    Male                    Australia
## 1176 22-24                    Male               United Kingdom
## 1177 40-44                  Female                     Colombia
## 1178 22-24                    Male                      Ukraine
## 1179 35-39                    Male                       Russia
## 1180 22-24                    Male                       Russia
## 1181 50-54                    Male                    Argentina
## 1182 35-39                  Female                      Germany
## 1183 25-29                    Male                        India
## 1184 25-29                  Female                       Turkey
## 1185 50-54                    Male                       Poland
## 1186 18-21                    Male                        India
## 1187 18-21                    Male                        Other
## 1188 18-21                    Male                        India
## 1189 18-21                    Male               United Kingdom
## 1190 40-44                    Male                  Switzerland
## 1191 22-24                    Male                      Morocco
## 1192 50-54                    Male                    Argentina
## 1193 25-29                    Male                      Germany
## 1194 18-21                  Female                       Canada
## 1195 25-29                    Male     United States of America
## 1196 18-21                    Male     United States of America
## 1197 35-39                    Male                       Brazil
## 1198 22-24                    Male                        India
## 1199 45-49                    Male                      Germany
## 1200 22-24                    Male                        India
## 1201 30-34                  Female                       Brazil
## 1202 60-69                    Male                        Italy
## 1203 25-29                    Male                        India
## 1204 40-44                    Male                       Poland
## 1205 40-44       Prefer not to say                 South Africa
## 1206 35-39                    Male     United States of America
## 1207 18-21                  Female                        India
## 1208 22-24                    Male                     Colombia
## 1209 22-24                    Male                       Brazil
## 1210 22-24                    Male                        India
## 1211 18-21                  Female                        India
## 1212 35-39                    Male                        Other
## 1213 22-24                    Male     United States of America
## 1214 25-29                    Male     United States of America
## 1215 30-34                    Male                       France
## 1216 55-59                    Male                       Russia
## 1217 50-54                    Male     United States of America
## 1218 22-24                  Female                        India
## 1219 25-29                    Male                       Brazil
## 1220 30-34                    Male     United States of America
## 1221 35-39                    Male                      Germany
## 1222 25-29                    Male                        Spain
## 1223 22-24                    Male                        India
## 1224 22-24                    Male                        Other
## 1225 45-49                    Male                       Turkey
## 1226 22-24                    Male                        India
## 1227 40-44                    Male     United States of America
## 1228 25-29                    Male                      Nigeria
## 1229 25-29                    Male                       France
## 1230 25-29                    Male                        India
## 1231 25-29                    Male                      Germany
## 1232 25-29                    Male                       Russia
## 1233 25-29                    Male     United States of America
## 1234 35-39                    Male     United States of America
## 1235 30-34                  Female                  Switzerland
## 1236 35-39                    Male                       Norway
## 1237 25-29                  Female                       Russia
## 1238 35-39                  Female     United States of America
## 1239 22-24                    Male     United States of America
## 1240 25-29                    Male                        India
## 1241 35-39                    Male                        Other
## 1242 22-24                    Male                        India
## 1243 35-39                  Female                       Brazil
## 1244 25-29                    Male     United States of America
## 1245 30-34                  Female     United States of America
## 1246 25-29                    Male                        India
## 1247 40-44                    Male                       Brazil
## 1248 22-24                    Male                      Belarus
## 1249 30-34                    Male                       Brazil
## 1250 22-24                    Male                        India
## 1251 18-21                    Male                        India
## 1252 18-21                    Male                        Italy
## 1253 35-39                    Male                        Chile
## 1254 25-29                    Male                      Ireland
## 1255 35-39                    Male                     Colombia
## 1256 60-69                    Male     United States of America
## 1257 50-54                    Male                        Other
## 1258 40-44                    Male                     Colombia
## 1259 30-34       Prefer not to say                       Brazil
## 1260 25-29                    Male                       Canada
## 1261 35-39                    Male     United States of America
## 1262 35-39                  Female                      Ukraine
## 1263 45-49                    Male                       Sweden
## 1264 35-39                    Male     United States of America
## 1265 25-29                    Male     United States of America
## 1266 30-34                  Female                       Canada
## 1267 30-34                    Male                       Russia
## 1268 40-44                    Male                  Switzerland
## 1269 18-21                  Female                        India
## 1270 22-24                    Male                        India
## 1271 30-34                    Male                      Germany
## 1272 22-24                    Male                       Brazil
## 1273 25-29                    Male                        India
## 1274 40-44                    Male                         Peru
## 1275 30-34                    Male                      Germany
## 1276 30-34                    Male                        Chile
## 1277 35-39                  Female     United States of America
## 1278 45-49                    Male                 South Africa
## 1279 25-29                    Male     United States of America
## 1280 30-34                    Male                       Mexico
## 1281 55-59                    Male                       Russia
## 1282 40-44                    Male                     Colombia
## 1283 22-24                    Male                        India
## 1284 30-34                  Female     United States of America
## 1285 22-24                  Female                        India
## 1286 40-44                    Male                        Other
## 1287 60-69                    Male                        Other
## 1288 18-21                    Male                      Ukraine
## 1289 30-34                  Female     United States of America
## 1290 30-34                    Male                        India
## 1291 35-39                    Male                        India
## 1292 60-69                    Male                      Belgium
## 1293 35-39                    Male                        Italy
## 1294 40-44                    Male                     Colombia
## 1295 25-29                  Female     United States of America
## 1296 25-29                    Male     United States of America
## 1297 40-44                    Male                  Switzerland
## 1298 30-34                    Male     United States of America
## 1299 40-44                    Male     United States of America
## 1300 45-49                    Male     United States of America
## 1301 18-21                    Male                        India
## 1302 25-29                    Male                      Nigeria
## 1303 22-24                  Female     United States of America
## 1304 40-44                  Female     United States of America
## 1305 40-44                    Male                        Spain
## 1306 18-21                  Female                        India
## 1307 35-39                    Male                       Brazil
## 1308 30-34                  Female     United States of America
## 1309 30-34                    Male     United States of America
## 1310 18-21                    Male                        India
## 1311 25-29                    Male     United States of America
## 1312 50-54                    Male               United Kingdom
## 1313 35-39                    Male                       Poland
## 1314 25-29                    Male     United States of America
## 1315 30-34                    Male               United Kingdom
## 1316 30-34                    Male     United States of America
## 1317 35-39                    Male                        Other
## 1318 45-49                    Male     United States of America
## 1319 25-29                  Female               United Kingdom
## 1320 35-39                    Male     United States of America
## 1321 30-34                    Male                       Brazil
## 1322 35-39                    Male                       Brazil
## 1323 45-49                    Male     United States of America
## 1324 35-39                    Male     United States of America
## 1325 25-29                    Male                        India
## 1326 35-39                    Male                  New Zealand
## 1327 45-49                    Male                      Morocco
## 1328 25-29                    Male                        India
## 1329 35-39                    Male               United Kingdom
## 1330 35-39                    Male                      Ireland
## 1331 40-44                    Male     United States of America
## 1332 50-54                    Male               United Kingdom
## 1333 30-34                  Female     United States of America
## 1334 35-39                    Male     United States of America
## 1335 25-29                  Female                      Nigeria
## 1336 45-49                    Male               United Kingdom
## 1337 18-21                    Male                        India
## 1338 60-69                    Male     United States of America
## 1339 30-34                    Male     United States of America
## 1340 60-69                    Male     United States of America
## 1341 35-39                    Male                       France
## 1342 30-34                    Male     United States of America
## 1343 30-34                    Male                       Canada
## 1344 30-34                    Male                        Other
## 1345 35-39                  Female     United States of America
## 1346 55-59                    Male                    Argentina
## 1347 35-39                    Male     United States of America
## 1348 35-39                    Male     United States of America
## 1349 30-34                    Male                       Russia
## 1350 18-21                    Male                        India
## 1351 22-24                    Male                       France
## 1352 18-21                  Female     United States of America
## 1353 30-34                    Male     United States of America
## 1354 30-34                    Male     United States of America
## 1355 40-44                    Male                  Netherlands
## 1356 30-34                    Male     United States of America
## 1357 30-34                    Male                        Egypt
## 1358 25-29                    Male                        India
## 1359 25-29                    Male     United States of America
## 1360 35-39                    Male                      Germany
## 1361 35-39                    Male                        Other
## 1362 25-29                    Male                     Colombia
## 1363 25-29                  Female     United States of America
## 1364 18-21                    Male                        India
## 1365 35-39                    Male               United Kingdom
## 1366 30-34                  Female                      Germany
## 1367 40-44                    Male                  Netherlands
## 1368 25-29                    Male                        India
## 1369 22-24                    Male                  Philippines
## 1370 18-21                    Male                        India
## 1371 30-34       Prefer not to say     United States of America
## 1372 55-59                    Male     United States of America
## 1373 30-34                  Female     United States of America
## 1374 45-49                    Male                      Morocco
## 1375 30-34                    Male                      Morocco
## 1376 25-29                  Female                       France
## 1377 40-44                    Male                       France
## 1378 25-29                    Male                        Italy
## 1379 22-24                    Male                       Brazil
## 1380 50-54                    Male     United States of America
## 1381 18-21                    Male                       Poland
## 1382 40-44                    Male     United States of America
## 1383 25-29                    Male                        Other
## 1384 40-44                  Female     United States of America
## 1385 55-59                    Male     United States of America
## 1386 35-39                    Male                     Pakistan
## 1387 30-34                    Male                        India
## 1388 55-59                    Male     United States of America
## 1389 18-21       Prefer not to say                        Other
## 1390 25-29                    Male                        India
## 1391 30-34                    Male     United States of America
## 1392 22-24                    Male                        India
## 1393 18-21                    Male                        India
## 1394 25-29                  Female                        India
## 1395 30-34                    Male                        Chile
## 1396 22-24                    Male                        Other
## 1397 18-21                    Male                        Other
## 1398 22-24                  Female                        India
## 1399 18-21                    Male                   Bangladesh
## 1400 22-24                  Female     United States of America
## 1401 30-34                    Male                      Belgium
## 1402 22-24                    Male                        India
## 1403 60-69                    Male                      Hungary
## 1404 25-29                    Male                       Brazil
## 1405 35-39                    Male                      Germany
## 1406 30-34                  Female                       Russia
## 1407 30-34                  Female                    Argentina
## 1408 25-29                    Male                     Portugal
## 1409 45-49                    Male                      Romania
## 1410 60-69                    Male     United States of America
## 1411 35-39                  Female                        Other
## 1412 18-21                    Male                        India
## 1413 22-24                    Male                      Nigeria
## 1414 25-29                    Male                      Ukraine
## 1415 30-34                  Female                       Turkey
## 1416 35-39                    Male                       Turkey
## 1417 30-34                    Male                    Argentina
## 1418 40-44                    Male                      Ireland
## 1419 35-39                    Male                      Germany
## 1420 35-39                    Male                       Turkey
## 1421 55-59                    Male                       France
## 1422 45-49                    Male     United States of America
## 1423 45-49                    Male                       France
## 1424 35-39                    Male                      Germany
## 1425 35-39                    Male                        Other
## 1426 22-24                    Male                        Other
## 1427 25-29                    Male                     Pakistan
## 1428 25-29                    Male                        China
## 1429 25-29                  Female                   Bangladesh
## 1430 45-49                    Male                  New Zealand
## 1431 50-54                    Male               United Kingdom
## 1432 30-34                  Female     United States of America
## 1433 30-34                    Male                       Israel
## 1434 35-39                    Male     United States of America
## 1435 18-21                  Female                      Tunisia
## 1436 60-69                    Male     United States of America
## 1437 25-29                    Male               Czech Republic
## 1438 22-24                    Male     United States of America
## 1439 22-24                    Male                        India
## 1440 30-34                    Male                       Brazil
## 1441 30-34                    Male                        Spain
## 1442 25-29                    Male     United States of America
## 1443 22-24                    Male                      Germany
## 1444 30-34                    Male                        Spain
## 1445 45-49                    Male                       Sweden
## 1446 25-29                    Male                      Nigeria
## 1447 22-24                    Male                       Russia
## 1448 40-44                    Male                        Japan
## 1449 30-34                    Male                    Argentina
## 1450 40-44                  Female     United States of America
## 1451 45-49                    Male                       Russia
## 1452 30-34                  Female                       Canada
## 1453 35-39                    Male     United States of America
## 1454 35-39                    Male                      Ireland
## 1455 35-39                    Male                       Russia
## 1456 18-21                    Male                        India
## 1457 25-29                    Male     United States of America
## 1458 40-44                    Male                       Canada
## 1459 25-29                    Male                        Other
## 1460 22-24                    Male                        India
## 1461 35-39                    Male     United States of America
## 1462 30-34                    Male     United States of America
## 1463 18-21                    Male                       Brazil
## 1464 25-29                    Male                       Russia
## 1465 35-39                    Male     United States of America
## 1466 40-44                    Male                       Brazil
## 1467 22-24       Prefer not to say     United States of America
## 1468 60-69                    Male                    Australia
## 1469 25-29                  Female               United Kingdom
## 1470 40-44                    Male     United States of America
## 1471 40-44                    Male     United States of America
## 1472 40-44                    Male               United Kingdom
## 1473 22-24                    Male                        India
## 1474 25-29                    Male     United States of America
## 1475 30-34                    Male                       Brazil
## 1476 30-34                    Male               United Kingdom
## 1477 22-24                    Male     United States of America
## 1478 25-29                    Male                      Ukraine
## 1479 25-29                  Female     United States of America
## 1480 40-44 Prefer to self-describe     United States of America
## 1481 50-54                    Male                        Chile
## 1482 60-69                    Male                    Australia
## 1483 25-29                    Male     United States of America
## 1484 22-24                  Female                        India
## 1485 55-59                    Male     United States of America
## 1486 45-49                    Male                       Poland
## 1487 25-29                    Male                        India
## 1488 18-21                    Male     United States of America
## 1489 35-39                    Male                      Ukraine
## 1490 45-49                    Male                       Brazil
## 1491 18-21                    Male                       Russia
## 1492 30-34                    Male                        Japan
## 1493 25-29                    Male                      Germany
## 1494 18-21                    Male                       Russia
## 1495 45-49                    Male     United States of America
## 1496 22-24                    Male                        India
## 1497 25-29                    Male Iran, Islamic Republic of...
## 1498 40-44                    Male                      Ukraine
## 1499 25-29                    Male     United States of America
## 1500 22-24                    Male                       France
## 1501 18-21                  Female     United States of America
## 1502 55-59                    Male     United States of America
## 1503 35-39                  Female     United States of America
## 1504 22-24                    Male                    Argentina
## 1505 18-21                    Male                        India
## 1506 50-54                    Male                        Spain
## 1507 30-34                  Female                      Germany
## 1508 30-34                    Male     United States of America
## 1509 35-39                    Male                  New Zealand
## 1510 30-34                    Male                      Germany
## 1511 22-24                  Female                    Indonesia
## 1512 18-21                    Male     United States of America
## 1513 25-29                    Male                        India
## 1514 45-49                    Male     United States of America
## 1515 25-29                    Male                       Brazil
## 1516 25-29       Prefer not to say                        India
## 1517 30-34                  Female                  New Zealand
## 1518 30-34                    Male                       Canada
## 1519 35-39                    Male                    Australia
## 1520 25-29                    Male     United States of America
## 1521 22-24                  Female                      Tunisia
## 1522 50-54                    Male     United States of America
## 1523 25-29                  Female     United States of America
## 1524 30-34                    Male                       Turkey
## 1525 30-34                    Male                       Poland
## 1526 25-29                    Male                    Australia
## 1527 30-34                    Male     United States of America
## 1528 25-29                    Male     United States of America
## 1529 25-29                    Male                  Netherlands
## 1530 35-39                    Male                       Brazil
## 1531 40-44                    Male                        Italy
## 1532 25-29                    Male     United States of America
## 1533 45-49                  Female                    Argentina
## 1534 22-24                    Male                      Ukraine
## 1535 35-39                    Male                       France
## 1536 30-34                    Male                       Canada
## 1537 22-24                    Male                       Russia
## 1538 35-39                  Female                       Mexico
## 1539 22-24                    Male                      Morocco
## 1540 25-29                    Male                    Argentina
## 1541 25-29                    Male               Czech Republic
## 1542 35-39                    Male                       Poland
## 1543 22-24                    Male                       Mexico
## 1544 35-39                    Male                       Canada
## 1545 35-39                  Female     United States of America
## 1546 35-39                    Male                       Greece
## 1547 60-69                  Female     United States of America
## 1548 45-49                    Male     United States of America
## 1549 22-24                    Male Iran, Islamic Republic of...
## 1550 30-34                    Male                      Ukraine
## 1551 50-54                  Female     United States of America
## 1552 22-24                    Male                       Russia
## 1553 22-24                    Male                        India
## 1554 22-24                    Male                        India
## 1555 55-59                    Male                        Other
## 1556 40-44       Prefer not to say     United States of America
## 1557 40-44                    Male                    Australia
## 1558 30-34                  Female                    Australia
## 1559 45-49                    Male     United States of America
## 1560 35-39                    Male     United States of America
## 1561 35-39                    Male                  New Zealand
## 1562 45-49                    Male                        Chile
## 1563 35-39                    Male                        Italy
## 1564 35-39                    Male                        Japan
## 1565 30-34                    Male               United Kingdom
## 1566 25-29                    Male                      Ireland
## 1567 40-44                    Male                      Germany
## 1568 25-29                  Female                      Germany
## 1569 25-29                    Male                        Other
## 1570 22-24                  Female                      Ukraine
## 1571 25-29                    Male                       Brazil
## 1572 30-34                  Female                        Chile
## 1573 35-39                    Male                  South Korea
## 1574 35-39                    Male                        Egypt
## 1575 35-39                  Female                     Colombia
## 1576 25-29                    Male                       Brazil
## 1577 50-54 Prefer to self-describe                       Brazil
## 1578 18-21                  Female                        India
## 1579 25-29                    Male                       Russia
## 1580 18-21                    Male     United States of America
## 1581 45-49                    Male                  Netherlands
## 1582 40-44                    Male     United States of America
## 1583 22-24                    Male                        Spain
## 1584 30-34                    Male                      Germany
## 1585 25-29                    Male     United States of America
## 1586 25-29                    Male                      Belgium
## 1587 30-34                    Male                       Brazil
## 1588 22-24                    Male                        Italy
## 1589 25-29                    Male     United States of America
## 1590 40-44                    Male                    Australia
## 1591 25-29                    Male                        Other
## 1592   70+                    Male                       Brazil
## 1593 30-34                    Male                       Norway
## 1594 22-24                    Male                      Austria
## 1595 30-34                    Male     United States of America
## 1596 30-34                    Male                       Mexico
## 1597 40-44                    Male                      Germany
## 1598 18-21                    Male                        India
## 1599 40-44                  Female                      Germany
## 1600 35-39                  Female     United States of America
## 1601 22-24                    Male                      Tunisia
## 1602 35-39                    Male                        Japan
## 1603 25-29                    Male                      Belarus
## 1604 35-39                    Male                     Viet Nam
## 1605 50-54                    Male                       Canada
## 1606 30-34                    Male     United States of America
## 1607 35-39                    Male                       Brazil
## 1608 40-44                    Male                        Spain
## 1609 35-39                    Male                      Germany
## 1610 22-24                  Female     United States of America
## 1611 35-39                    Male     United States of America
## 1612 18-21                    Male                        India
## 1613 25-29                    Male     United States of America
## 1614 45-49                    Male     United States of America
## 1615 40-44                    Male     United States of America
## 1616 40-44                    Male                 South Africa
## 1617 18-21                    Male                        India
## 1618 30-34                    Male                       Turkey
## 1619 50-54                    Male     United States of America
## 1620 35-39                  Female                        Other
## 1621 30-34       Prefer not to say     United States of America
## 1622 60-69                    Male     United States of America
## 1623 30-34                    Male                        India
## 1624 35-39                    Male                      Romania
## 1625 50-54                  Female                      Nigeria
## 1626 55-59                    Male     United States of America
## 1627 25-29                  Female                      Germany
## 1628 35-39                  Female               United Kingdom
## 1629 40-44                    Male                      Germany
## 1630 30-34                    Male                    Australia
## 1631 35-39                    Male                     Portugal
## 1632 22-24                  Female                        Other
## 1633 25-29                    Male                      Hungary
## 1634 55-59                    Male     United States of America
## 1635 25-29                    Male     United States of America
## 1636 35-39                    Male     United States of America
## 1637 25-29                    Male                      Germany
## 1638 35-39                    Male                       Turkey
## 1639 22-24                    Male                        India
## 1640 35-39                    Male                    Australia
## 1641 22-24                    Male                        Egypt
## 1642 30-34                    Male                    Argentina
## 1643 25-29                  Female     United States of America
## 1644 35-39                    Male     United States of America
## 1645 50-54                    Male     United States of America
## 1646 35-39                    Male                    Australia
## 1647 22-24                    Male                      Romania
## 1648 25-29                    Male                      Nigeria
## 1649 25-29                    Male                       Russia
## 1650 25-29                  Female                        India
## 1651 18-21                    Male                        India
## 1652 30-34                    Male                        Other
## 1653 30-34                    Male                        Spain
## 1654 22-24                    Male                        Japan
## 1655 35-39                    Male                     Portugal
## 1656 45-49                    Male                      Morocco
## 1657 50-54                    Male                        India
## 1658 40-44                    Male                    Australia
## 1659 40-44                    Male                    Australia
## 1660 30-34                    Male     United States of America
## 1661 40-44                    Male                      Germany
## 1662 30-34                    Male               United Kingdom
## 1663 35-39                    Male                       Turkey
## 1664 50-54                    Male     United States of America
## 1665 25-29                    Male     United States of America
## 1666 25-29                    Male     United States of America
## 1667 18-21                    Male                        India
## 1668 25-29                    Male     United States of America
## 1669 45-49                    Male     United States of America
## 1670 25-29                    Male                    Australia
## 1671 25-29                    Male                        India
## 1672 18-21                  Female                        Japan
## 1673 25-29                    Male                        India
## 1674 35-39                    Male               United Kingdom
## 1675   70+                    Male     United States of America
## 1676 30-34                    Male                       Canada
## 1677 40-44                    Male     United States of America
## 1678 25-29                    Male               United Kingdom
## 1679 40-44                    Male                        Other
## 1680 35-39                    Male     United States of America
## 1681 60-69                    Male                  Netherlands
## 1682 50-54                    Male               United Kingdom
## 1683 30-34                    Male     United States of America
## 1684 35-39                  Female     United States of America
## 1685 25-29                    Male     United States of America
## 1686 25-29                    Male                      Nigeria
## 1687 30-34                    Male                       Turkey
## 1688 45-49                    Male                       Norway
## 1689 35-39                    Male                        Italy
## 1690 35-39                    Male                        Spain
## 1691 30-34                  Female                       Canada
## 1692 40-44                    Male                         Peru
## 1693 18-21                    Male     United States of America
## 1694 18-21                    Male     United States of America
## 1695 45-49                    Male                    Australia
## 1696 22-24                  Female                      Tunisia
## 1697 40-44       Prefer not to say                     Portugal
## 1698 35-39                    Male                    Australia
## 1699 35-39                    Male                      Germany
## 1700 30-34                    Male                        Other
## 1701 60-69                  Female     United States of America
## 1702 25-29                    Male                        Other
## 1703 35-39                    Male                       Canada
## 1704 35-39                    Male     United States of America
## 1705   70+                    Male     United States of America
## 1706 22-24                    Male                    Indonesia
## 1707 18-21                    Male                      Nigeria
## 1708 25-29                  Female     United States of America
## 1709 30-34 Prefer to self-describe     United States of America
## 1710 40-44                  Female                       Canada
## 1711 25-29                  Female     United States of America
## 1712 18-21                    Male                     Pakistan
## 1713 45-49                    Male     United States of America
## 1714 30-34                    Male     United States of America
## 1715 35-39                    Male                       Brazil
## 1716 40-44                    Male                        India
## 1717 30-34                    Male                       Brazil
## 1718 22-24                    Male                        Italy
## 1719 22-24                    Male                        Other
## 1720 30-34                  Female                        India
## 1721 25-29       Prefer not to say                        Spain
## 1722 18-21                    Male                        India
## 1723 40-44                    Male                      Morocco
## 1724 22-24                    Male                     Colombia
## 1725 18-21                    Male     United States of America
## 1726 30-34                    Male               United Kingdom
## 1727 60-69                    Male                       Canada
## 1728 30-34                    Male                    Australia
## 1729 18-21                    Male                        Other
## 1730 22-24                    Male                       Mexico
## 1731 35-39                  Female     United States of America
## 1732 40-44                    Male     United States of America
## 1733 45-49                    Male     United States of America
## 1734 55-59                    Male                        Italy
## 1735 25-29                    Male                         Peru
## 1736 40-44                    Male                        Other
## 1737 35-39                    Male                        Japan
## 1738 40-44                    Male                       Canada
## 1739 40-44                    Male     United States of America
## 1740 45-49                    Male                        Spain
## 1741 18-21                    Male Iran, Islamic Republic of...
## 1742 35-39                    Male                      Germany
## 1743 22-24                    Male     United States of America
## 1744 30-34                    Male     United States of America
## 1745 40-44                    Male                      Germany
## 1746 35-39                    Male                       Norway
## 1747 22-24                    Male     United States of America
## 1748 50-54                    Male     United States of America
## 1749 30-34                  Female     United States of America
## 1750 25-29                    Male                      Austria
## 1751 50-54                    Male               Czech Republic
## 1752 25-29                  Female     United States of America
## 1753 25-29                    Male                        Egypt
## 1754 30-34                  Female                       France
## 1755 22-24                    Male                        Italy
## 1756 22-24                  Female                      Germany
## 1757 55-59                    Male     United States of America
## 1758 40-44                  Female     United States of America
## 1759 25-29                    Male                        India
## 1760   70+                    Male                       Canada
## 1761 35-39                    Male                     Colombia
## 1762 22-24                    Male     United States of America
## 1763 25-29                    Male                        India
## 1764 25-29                    Male                        India
## 1765 45-49                    Male     United States of America
## 1766 30-34                    Male                       Canada
## 1767 18-21                  Female     United States of America
## 1768 35-39                    Male     United States of America
## 1769 40-44                    Male                      Belgium
## 1770 35-39                    Male                        Other
## 1771 30-34                    Male                       Mexico
## 1772 25-29                    Male                        India
## 1773 22-24                    Male                     Portugal
## 1774 22-24                    Male                        Other
## 1775 35-39                    Male                       Canada
## 1776 22-24                    Male                       Israel
## 1777 40-44                  Female                       Canada
## 1778 30-34                    Male                       Canada
## 1779 30-34                    Male                      Morocco
## 1780 35-39                    Male                       Canada
## 1781 22-24                  Female                        India
## 1782 35-39                    Male                        Other
## 1783 22-24                    Male     United States of America
## 1784 50-54                    Male                       Brazil
## 1785 30-34                    Male                       Norway
## 1786 25-29                  Female                       Turkey
## 1787 25-29                    Male                        Japan
## 1788 55-59                    Male                        Other
## 1789 18-21                    Male                        Other
## 1790 25-29                    Male                       Brazil
## 1791 30-34                    Male                       Sweden
## 1792 22-24                    Male                        India
## 1793 25-29                    Male     United States of America
## 1794 30-34                  Female     United States of America
## 1795 25-29                    Male     United States of America
## 1796 25-29                    Male     United States of America
## 1797 40-44                    Male                        Other
## 1798 30-34                    Male                       Canada
## 1799 35-39                    Male                    Australia
## 1800 18-21                    Male                        India
## 1801 30-34                    Male                       Turkey
## 1802 25-29                  Female                       France
## 1803 30-34                    Male     United States of America
## 1804 18-21                    Male                        India
## 1805 30-34                    Male               United Kingdom
## 1806 35-39                    Male     United States of America
## 1807 50-54                  Female                       Brazil
## 1808 25-29                    Male     United States of America
## 1809 35-39                  Female                     Pakistan
## 1810 40-44                    Male                      Romania
## 1811 40-44                    Male                     Portugal
## 1812 22-24                    Male     United States of America
## 1813 40-44                    Male     United States of America
## 1814 60-69                    Male                       Brazil
## 1815   70+                    Male                       Canada
## 1816 25-29                    Male                    Australia
## 1817 35-39                    Male                        Other
## 1818 60-69                    Male     United States of America
## 1819 45-49                    Male     United States of America
## 1820 35-39                    Male     United States of America
## 1821 18-21                    Male     United States of America
## 1822 35-39                    Male                      Algeria
## 1823 30-34                    Male                    Australia
## 1824 25-29                    Male                       Sweden
## 1825 30-34                    Male     United States of America
## 1826 40-44                    Male                       France
## 1827 30-34                    Male                      Ukraine
## 1828 30-34                    Male                    Argentina
## 1829 35-39                    Male                        Japan
## 1830 30-34                    Male     United States of America
## 1831 55-59                    Male                    Australia
## 1832 50-54                    Male     United States of America
## 1833 22-24                    Male                        India
## 1834 22-24                    Male     United States of America
## 1835 30-34                    Male     United States of America
## 1836 18-21                    Male                        India
## 1837 22-24                    Male                       Canada
## 1838 60-69                    Male                  Netherlands
## 1839 50-54                    Male                        Spain
## 1840 35-39                    Male                        Other
## 1841 22-24                    Male               United Kingdom
## 1842 60-69                    Male                        Other
## 1843 22-24                    Male     United States of America
## 1844 22-24                    Male Iran, Islamic Republic of...
## 1845 35-39                  Female     United States of America
## 1846 18-21                    Male                        India
## 1847   70+                    Male     United States of America
## 1848 30-34                    Male                        Spain
## 1849 30-34                    Male     United States of America
## 1850 40-44                    Male                       Taiwan
## 1851 18-21                    Male                      Nigeria
## 1852 25-29                    Male                       Russia
## 1853 25-29                  Female     United States of America
## 1854 25-29                    Male     United States of America
## 1855 55-59                    Male     United States of America
## 1856 30-34                    Male                     Malaysia
## 1857 50-54                    Male     United States of America
## 1858   70+                    Male     United States of America
## 1859 25-29                  Female                        Spain
## 1860 22-24                    Male                        Japan
## 1861 35-39                    Male                  Switzerland
## 1862 22-24                    Male                    Argentina
## 1863 22-24                    Male                        India
## 1864 40-44                  Female                      Algeria
## 1865 25-29                    Male     United States of America
## 1866 50-54                    Male                       Canada
## 1867 35-39                  Female                       Turkey
## 1868 40-44                    Male     United States of America
## 1869 25-29                    Male                       Brazil
## 1870 30-34                    Male                       Taiwan
## 1871 22-24                    Male                    Australia
## 1872 25-29                    Male                        Other
## 1873 22-24                    Male                       Greece
## 1874 18-21                    Male     United States of America
## 1875 60-69                    Male     United States of America
## 1876 60-69                    Male     United States of America
## 1877 45-49                    Male                        Other
## 1878 45-49                    Male                      Germany
## 1879 30-34                    Male               United Kingdom
## 1880 18-21                    Male                  Philippines
## 1881 22-24                    Male                      Nigeria
## 1882 40-44                    Male                    Australia
## 1883 25-29                    Male                        Other
## 1884 18-21                    Male                        India
## 1885 25-29                  Female     United States of America
## 1886 35-39                    Male                  New Zealand
## 1887 40-44                    Male                       Brazil
## 1888 25-29                    Male               United Kingdom
## 1889 30-34                    Male                       Turkey
## 1890 18-21                    Male                       Brazil
## 1891 40-44                    Male     United States of America
## 1892 35-39                    Male     United States of America
## 1893 25-29                    Male                       France
## 1894 30-34                    Male                       Mexico
## 1895 22-24                    Male                        Japan
## 1896 25-29                  Female     United States of America
## 1897 18-21                    Male                       Canada
## 1898 35-39                    Male     United States of America
## 1899 35-39                    Male                      Germany
## 1900 22-24                    Male                      Tunisia
## 1901 30-34                    Male                    Australia
## 1902 25-29                    Male                      Morocco
## 1903 25-29                    Male                    Australia
## 1904 45-49                    Male     United States of America
## 1905 22-24                    Male                     Colombia
## 1906 50-54                    Male                       Brazil
## 1907 40-44                    Male     United States of America
## 1908 30-34                  Female     United States of America
## 1909 18-21                    Male                       Russia
## 1910 30-34                    Male                  Netherlands
## 1911 18-21                    Male     United States of America
## 1912 30-34                  Female                       Brazil
## 1913 22-24                    Male                     Portugal
## 1914 40-44                    Male     United States of America
## 1915 45-49                    Male                         Peru
## 1916 40-44                    Male                    Singapore
## 1917 35-39                    Male     United States of America
## 1918 25-29                    Male                        Japan
## 1919 18-21                    Male                        India
## 1920 45-49                    Male     United States of America
## 1921 22-24                  Female                      Tunisia
## 1922 30-34                    Male                      Nigeria
## 1923 22-24                    Male     United States of America
## 1924 35-39                    Male                  South Korea
## 1925 50-54                    Male                    Argentina
## 1926 25-29                    Male                        India
## 1927 30-34                    Male     United States of America
## 1928 22-24                    Male                      Morocco
## 1929 25-29                    Male                        Japan
## 1930 22-24                    Male     United States of America
## 1931 22-24                    Male                     Colombia
## 1932 18-21                    Male                      Nigeria
## 1933 50-54                    Male                    Australia
## 1934 25-29                    Male                       Brazil
## 1935 30-34                    Male                    Argentina
## 1936 25-29                    Male               United Kingdom
## 1937 22-24                  Female     United States of America
## 1938 35-39                    Male                    Australia
## 1939 25-29                  Female                     Malaysia
## 1940 25-29                    Male                        Japan
## 1941 45-49                    Male                       Brazil
## 1942 30-34                    Male                        Japan
## 1943 22-24                    Male                 South Africa
## 1944 30-34                  Female                       Taiwan
## 1945 25-29                    Male     United States of America
## 1946 60-69                    Male                        Japan
## 1947 25-29                    Male     United States of America
## 1948 30-34                    Male                       Russia
## 1949 50-54                    Male                       Taiwan
## 1950 25-29                    Male                      Morocco
## 1951 25-29                    Male                       Brazil
## 1952 30-34                    Male     United States of America
## 1953 35-39                    Male Iran, Islamic Republic of...
## 1954 22-24                    Male                        Italy
## 1955 55-59                  Female     United States of America
## 1956 30-34                    Male                    Australia
## 1957 35-39                    Male                       Taiwan
## 1958 35-39                    Male                       Turkey
## 1959 45-49                    Male                       Mexico
## 1960 45-49                  Female     United States of America
## 1961 22-24                    Male                     Malaysia
## 1962 50-54                    Male     United States of America
## 1963 55-59                    Male     United States of America
## 1964 25-29                    Male                       Brazil
## 1965 40-44                    Male                       Taiwan
## 1966 30-34                    Male                        Japan
## 1967 25-29                    Male     United States of America
## 1968 45-49                    Male     United States of America
## 1969 25-29                  Female               United Kingdom
## 1970 30-34                    Male     United States of America
## 1971 25-29                    Male                      Belarus
## 1972 18-21                    Male                     Colombia
## 1973 45-49                    Male     United States of America
## 1974 35-39 Prefer to self-describe                       Canada
## 1975 25-29                    Male                        India
## 1976 35-39                    Male                      Germany
## 1977 40-44                  Female     United States of America
## 1978 40-44                    Male                    Argentina
## 1979 22-24                    Male                      Tunisia
## 1980 25-29                    Male                       Canada
## 1981 18-21                    Male                    Indonesia
## 1982 25-29                    Male                       Brazil
## 1983 25-29                    Male                        Other
## 1984 30-34                    Male                        Japan
## 1985 35-39                    Male     United States of America
## 1986 25-29                    Male                        China
## 1987 45-49                    Male                    Australia
## 1988 30-34                    Male     United States of America
## 1989 25-29                  Female               United Kingdom
## 1990 30-34                    Male     United States of America
## 1991 22-24                    Male               United Kingdom
## 1992 30-34                    Male                       Brazil
## 1993 30-34                    Male     United States of America
## 1994 25-29                    Male                      Nigeria
## 1995 22-24                    Male                       Brazil
## 1996 35-39                  Female     United States of America
## 1997 25-29                  Female                       Poland
## 1998 30-34                    Male     United States of America
## 1999 25-29                    Male                     Colombia
## 2000 22-24                    Male                       Brazil
## 2001 25-29                  Female                       Brazil
## 2002 18-21                    Male     United States of America
## 2003 25-29                    Male     United States of America
## 2004 35-39                  Female                       Canada
## 2005 25-29                    Male     United States of America
## 2006 25-29                    Male                      Algeria
## 2007 25-29                    Male                    Australia
## 2008 40-44                    Male                    Argentina
## 2009 30-34                    Male                       Brazil
## 2010 40-44                    Male               United Kingdom
## 2011 60-69                    Male     United States of America
## 2012 22-24                    Male                        Spain
## 2013 50-54                    Male     United States of America
## 2014 30-34                    Male                     Malaysia
## 2015 25-29                    Male                       Mexico
## 2016 25-29                    Male                        Japan
## 2017 30-34                  Female                        Other
## 2018 60-69                    Male     United States of America
## 2019 35-39                    Male     United States of America
## 2020 45-49                    Male                       Mexico
## 2021 25-29                    Male                         Peru
## 2022 25-29                    Male     United States of America
## 2023 22-24                  Female     United States of America
## 2024 22-24                    Male                  Philippines
## 2025 40-44                    Male                        Japan
## 2026 25-29                    Male     United States of America
## 2027 18-21                    Male Iran, Islamic Republic of...
## 2028 30-34                    Male                    Argentina
## 2029 25-29                    Male                       France
## 2030 35-39                    Male                  Switzerland
## 2031 40-44                    Male     United States of America
## 2032 18-21                    Male                        India
## 2033 40-44                    Male                    Singapore
## 2034 22-24                  Female     United States of America
## 2035 25-29                    Male     United States of America
## 2036 22-24                    Male                    Indonesia
## 2037 35-39                    Male                    Australia
## 2038 50-54                    Male                    Australia
## 2039 40-44                    Male     United States of America
## 2040 30-34                    Male                        Other
## 2041 55-59                    Male     United States of America
## 2042 22-24       Prefer not to say     United States of America
## 2043 35-39                    Male                       Brazil
## 2044 30-34                    Male                      Germany
## 2045 22-24                    Male                        India
## 2046 45-49                  Female     United States of America
## 2047 35-39                    Male                      Germany
## 2048 18-21                    Male                        Japan
## 2049 22-24                    Male                      Nigeria
## 2050 18-21                    Male     United States of America
## 2051 25-29                    Male                      Germany
## 2052 22-24                    Male               United Kingdom
## 2053 30-34                    Male                        Japan
## 2054 25-29                    Male     United States of America
## 2055 30-34                    Male                        Japan
## 2056 35-39                    Male                       Brazil
## 2057   70+                    Male     United States of America
## 2058 25-29                    Male                       Brazil
## 2059 22-24                    Male                       Mexico
## 2060 25-29                  Female                       Turkey
## 2061 45-49       Prefer not to say                     Colombia
## 2062 40-44                    Male                    Argentina
## 2063 40-44                  Female                       Canada
## 2064 40-44                  Female     United States of America
## 2065 45-49                    Male               United Kingdom
## 2066 25-29                    Male     United States of America
## 2067 30-34                    Male                    Australia
## 2068 40-44                    Male     United States of America
## 2069 30-34                    Male     United States of America
## 2070 35-39                    Male     United States of America
## 2071 60-69                    Male     United States of America
## 2072 35-39                    Male                       Mexico
## 2073 25-29                    Male               United Kingdom
## 2074 25-29                    Male                        Japan
## 2075 35-39                    Male     United States of America
## 2076 50-54                    Male                       Brazil
## 2077 45-49                  Female                       Canada
## 2078 40-44                    Male                    Australia
## 2079 30-34                  Female                        Other
## 2080 30-34                    Male                    Australia
## 2081 22-24                    Male                        Japan
## 2082 30-34                    Male                     Portugal
## 2083 35-39                    Male            Republic of Korea
## 2084 25-29                    Male                       Brazil
## 2085 45-49                    Male                     Colombia
## 2086 30-34                    Male                       Poland
## 2087 40-44                    Male                         Peru
## 2088 30-34                  Female     United States of America
## 2089 40-44                    Male                       Taiwan
## 2090 45-49                    Male     United States of America
## 2091 55-59                    Male                       Russia
## 2092 25-29                    Male                    Indonesia
## 2093 40-44                  Female                     Malaysia
## 2094 55-59       Prefer not to say                        Other
## 2095 22-24                    Male                      Ireland
## 2096 35-39                    Male                        Other
## 2097 18-21                    Male                        India
## 2098 25-29                    Male     United States of America
## 2099 35-39                    Male     United States of America
## 2100   70+                  Female                       Brazil
## 2101 45-49                    Male                        Japan
## 2102 18-21                    Male                     Colombia
## 2103 25-29                    Male     United States of America
## 2104 35-39       Prefer not to say                        Spain
## 2105 45-49                    Male           Hong Kong (S.A.R.)
## 2106 22-24                    Male                        Japan
## 2107 40-44                    Male                  South Korea
## 2108 45-49                  Female     United States of America
## 2109 40-44                    Male                       Brazil
## 2110 35-39                    Male            Republic of Korea
## 2111 25-29                    Male                        Japan
## 2112 22-24                    Male                     Pakistan
## 2113 25-29                    Male                     Malaysia
## 2114 35-39                  Female                        Chile
## 2115 35-39                    Male                        India
## 2116 22-24                    Male                  South Korea
## 2117 30-34                  Female     United States of America
## 2118 22-24                    Male                       Canada
## 2119 55-59                    Male               United Kingdom
## 2120 35-39                    Male                  Philippines
## 2121 18-21                    Male                       Turkey
## 2122 18-21                    Male                        India
## 2123 25-29                  Female                       Canada
## 2124 40-44                    Male     United States of America
## 2125 35-39                  Female                     Malaysia
## 2126 55-59                    Male     United States of America
## 2127 45-49                    Male                       Taiwan
## 2128 25-29                    Male                    Singapore
## 2129 30-34                    Male     United States of America
## 2130 22-24                    Male     United States of America
## 2131 18-21                  Female                        India
## 2132 35-39                  Female     United States of America
## 2133 30-34                    Male                        Japan
## 2134 18-21                    Male                    Indonesia
## 2135 40-44                    Male                        Japan
## 2136 30-34                    Male     United States of America
## 2137 45-49                    Male     United States of America
## 2138 35-39                    Male     United States of America
## 2139 22-24                    Male     United States of America
## 2140 40-44                    Male                        Japan
## 2141 22-24                  Female                        Japan
## 2142 18-21                    Male                        India
## 2143 35-39                    Male     United States of America
## 2144 30-34                    Male                      Nigeria
## 2145 22-24                  Female                     Malaysia
## 2146 50-54                    Male                    Indonesia
## 2147 25-29                    Male                        Japan
## 2148 30-34                    Male                        India
## 2149 60-69                    Male                        Japan
## 2150 60-69                    Male                        Chile
## 2151 30-34                    Male                        Japan
## 2152 35-39                    Male                    Australia
## 2153 30-34                    Male     United States of America
## 2154 25-29                  Female                    Indonesia
## 2155 30-34                    Male     United States of America
## 2156 22-24                    Male     United States of America
## 2157 22-24                    Male                        Japan
## 2158 35-39                    Male                        Japan
## 2159 45-49                    Male                        Japan
## 2160 35-39                    Male                     Colombia
## 2161 50-54                    Male                    Argentina
## 2162 40-44                    Male     United States of America
## 2163 30-34                    Male                       Canada
## 2164 30-34                    Male     United States of America
## 2165 45-49                    Male                  New Zealand
## 2166 22-24                    Male                  Philippines
## 2167 40-44                    Male            Republic of Korea
## 2168 18-21                    Male                        China
## 2169 40-44                    Male                        India
## 2170 25-29                    Male                    Singapore
## 2171 22-24                    Male                        China
## 2172 30-34                    Male                     Malaysia
## 2173 35-39                    Male     United States of America
## 2174 40-44                    Male                     Malaysia
## 2175 18-21                    Male                        India
## 2176 50-54                    Male                        Japan
## 2177 40-44                  Female                    Singapore
## 2178 45-49                    Male     United States of America
## 2179 25-29                    Male                      Belarus
## 2180 25-29                    Male     United States of America
## 2181 25-29                    Male                        Japan
## 2182 60-69                    Male                       Canada
## 2183 22-24                    Male     United States of America
## 2184 25-29                  Female     United States of America
## 2185 22-24                  Female     United States of America
## 2186 45-49                    Male                       Brazil
## 2187 18-21                    Male                     Viet Nam
## 2188 40-44       Prefer not to say     United States of America
## 2189 30-34                    Male               United Kingdom
## 2190 22-24                    Male                        India
## 2191 45-49                    Male     United States of America
## 2192 35-39                    Male                       Brazil
## 2193 22-24                    Male                        India
## 2194 45-49                    Male                        Spain
## 2195 30-34                  Female                        India
## 2196 30-34                    Male     United States of America
## 2197 35-39                    Male                     Malaysia
## 2198 22-24                    Male     United States of America
## 2199 30-34                  Female                       Taiwan
## 2200 25-29                    Male                       Taiwan
## 2201 40-44                  Female                        Japan
## 2202 30-34                    Male     United States of America
## 2203 40-44                    Male                        Japan
## 2204 30-34                    Male                    Argentina
## 2205 25-29                    Male                       Canada
## 2206 50-54                    Male                    Australia
## 2207 25-29                    Male               United Kingdom
## 2208 40-44                    Male                        Japan
## 2209 25-29                    Male     United States of America
## 2210 22-24                    Male                        Japan
## 2211 30-34                    Male                        Japan
## 2212 25-29                  Female     United States of America
## 2213 25-29                    Male     United States of America
## 2214 45-49                    Male                       Russia
## 2215 22-24                    Male                     Colombia
## 2216 22-24                  Female                       Canada
## 2217 60-69                    Male     United States of America
## 2218 30-34                    Male                    Singapore
## 2219 25-29                    Male                        Other
## 2220 25-29                    Male                    Argentina
## 2221 25-29                    Male                  Philippines
## 2222 30-34                  Female     United States of America
## 2223 25-29                  Female     United States of America
## 2224 40-44                    Male     United States of America
## 2225 35-39                    Male                        India
## 2226 25-29                  Female                       Canada
## 2227 30-34                    Male                       Brazil
## 2228 45-49                    Male                     Thailand
## 2229 40-44                    Male     United States of America
## 2230 35-39                    Male           Hong Kong (S.A.R.)
## 2231 40-44                    Male     United States of America
## 2232 22-24                    Male                 South Africa
## 2233 25-29                    Male                     Malaysia
## 2234 22-24                    Male     United States of America
## 2235 40-44                    Male                        Japan
## 2236 45-49                    Male                        India
## 2237 40-44                    Male                        Chile
## 2238 30-34                    Male                     Colombia
## 2239 18-21                    Male                        India
## 2240 18-21                    Male                        China
## 2241 22-24                    Male                       Brazil
## 2242 25-29       Prefer not to say                  Philippines
## 2243 35-39                    Male     United States of America
## 2244 25-29                  Female                       Mexico
## 2245 30-34                    Male                    Singapore
## 2246 45-49                    Male     United States of America
## 2247 25-29                  Female     United States of America
## 2248 22-24                  Female                 South Africa
## 2249 22-24                    Male                     Viet Nam
## 2250 25-29                    Male     United States of America
## 2251 22-24                    Male                        Other
## 2252 30-34                  Female     United States of America
## 2253 25-29                    Male                      Germany
## 2254 30-34                    Male                       Brazil
## 2255 25-29                    Male                    Argentina
## 2256 30-34                    Male     United States of America
## 2257 45-49                  Female                  South Korea
## 2258 35-39                    Male     United States of America
## 2259 30-34                    Male                       Brazil
## 2260 18-21                    Male     United States of America
## 2261 60-69                    Male                       Brazil
## 2262 30-34                    Male                    Indonesia
## 2263 25-29                    Male                       Brazil
## 2264 30-34                    Male     United States of America
## 2265 25-29                    Male                        Other
## 2266 18-21                    Male                        India
## 2267 18-21                    Male                        India
## 2268 18-21                    Male                    Singapore
## 2269 30-34                    Male                       Turkey
## 2270 30-34                    Male     United States of America
## 2271 60-69                  Female     United States of America
## 2272 18-21                    Male                        India
## 2273 18-21       Prefer not to say                        China
## 2274 40-44                    Male                       Canada
## 2275 30-34                    Male                       Brazil
## 2276 22-24                    Male                        India
## 2277 60-69                    Male                    Australia
## 2278 30-34                    Male                       Sweden
## 2279 30-34                  Female                     Colombia
## 2280 45-49                    Male                       Canada
## 2281 40-44                    Male     United States of America
## 2282 22-24                    Male                        India
## 2283 40-44                    Male                    Australia
## 2284 18-21                    Male                       Brazil
## 2285 35-39                    Male                        India
## 2286 25-29                    Male                        India
## 2287 40-44                    Male     United States of America
## 2288 50-54                  Female                    Singapore
## 2289 25-29                    Male                        Japan
## 2290 25-29                    Male                        India
## 2291 18-21                    Male                        India
## 2292 30-34                  Female     United States of America
## 2293 25-29                    Male                        India
## 2294 30-34                    Male     United States of America
## 2295 45-49                    Male                       Taiwan
## 2296 55-59                    Male     United States of America
## 2297 40-44                    Male                       Taiwan
## 2298 22-24                    Male           Hong Kong (S.A.R.)
## 2299 45-49                    Male                        China
## 2300 40-44                    Male                       Brazil
## 2301 45-49                    Male                       Taiwan
## 2302 25-29                  Female                       Canada
## 2303 25-29                    Male                       Brazil
## 2304 45-49                    Male                        Other
## 2305 25-29                    Male     United States of America
## 2306 50-54                    Male     United States of America
## 2307 25-29                    Male                        Japan
## 2308 45-49                    Male     United States of America
## 2309 25-29                    Male                       Canada
## 2310 25-29                    Male                        China
## 2311 40-44                    Male                        India
## 2312 18-21                    Male                       Taiwan
## 2313 25-29                    Male                     Viet Nam
## 2314 35-39                    Male                    Australia
## 2315 30-34                    Male     United States of America
## 2316 30-34                    Male                       Brazil
## 2317 22-24                    Male                     Viet Nam
## 2318 40-44                    Male     United States of America
## 2319 22-24                    Male                        India
## 2320 22-24                    Male                    Indonesia
## 2321 35-39                  Female                     Malaysia
## 2322 35-39                    Male                        Other
## 2323 45-49                    Male                       Taiwan
## 2324 30-34                  Female     United States of America
## 2325 40-44                    Male                        India
## 2326 45-49                    Male     United States of America
## 2327 40-44                    Male     United States of America
## 2328 45-49                    Male     United States of America
## 2329 25-29                    Male                    Singapore
## 2330 18-21                    Male                        India
## 2331 30-34                    Male                       Brazil
## 2332 25-29                  Female                        India
## 2333 30-34                    Male                     Colombia
## 2334 22-24                    Male                       Brazil
## 2335 22-24                    Male                     Portugal
## 2336 30-34                  Female     United States of America
## 2337 35-39                    Male                        China
## 2338 22-24                    Male           Hong Kong (S.A.R.)
## 2339 40-44                  Female                    Singapore
## 2340 50-54                    Male     United States of America
## 2341 30-34                    Male     United States of America
## 2342 30-34                  Female                       Taiwan
## 2343 30-34                    Male     United States of America
## 2344 18-21                  Female                        Egypt
## 2345 22-24                    Male                     Pakistan
## 2346 25-29                    Male                       Taiwan
## 2347 22-24                    Male                        India
## 2348 18-21                    Male                        India
## 2349 40-44                    Male                    Singapore
## 2350 18-21                    Male                        India
## 2351 60-69                    Male     United States of America
## 2352 30-34                    Male                        India
## 2353 30-34                    Male                        Japan
## 2354 35-39                    Male                       Mexico
## 2355 25-29                    Male                        India
## 2356 30-34                    Male                        India
## 2357 18-21                    Male                        India
## 2358 30-34                    Male                         Peru
## 2359 35-39                  Female                        China
## 2360 35-39                    Male                        India
## 2361 25-29                    Male                        China
## 2362 22-24                    Male                        India
## 2363 40-44                    Male                    Australia
## 2364 35-39                    Male                       Brazil
## 2365 22-24                    Male                        China
## 2366 35-39                    Male                       Brazil
## 2367 50-54                    Male                        Other
## 2368 18-21                    Male                        India
## 2369 40-44                    Male                        Chile
## 2370 25-29                    Male                       Brazil
## 2371 50-54                    Male     United States of America
## 2372 18-21                    Male                        India
## 2373 25-29                    Male                       Brazil
## 2374 22-24                    Male                       Brazil
## 2375 22-24                    Male                        India
## 2376 50-54                    Male     United States of America
## 2377 22-24                    Male                      Ukraine
## 2378 35-39                    Male     United States of America
## 2379 35-39                    Male     United States of America
## 2380 18-21                  Female                        China
## 2381 45-49                    Male                      Belarus
## 2382 25-29                  Female                        China
## 2383 35-39                    Male     United States of America
## 2384 45-49                    Male                    Singapore
## 2385 35-39                    Male     United States of America
## 2386 50-54                    Male     United States of America
## 2387 25-29                    Male                     Colombia
## 2388 18-21                    Male                        India
## 2389 30-34                    Male                        Chile
## 2390 25-29                  Female                        Japan
## 2391 35-39                    Male                    Australia
## 2392 55-59                    Male                       Canada
## 2393 40-44                  Female                        Chile
## 2394 25-29                    Male                        India
## 2395 40-44                    Male                    Australia
## 2396 45-49                    Male     United States of America
## 2397 18-21                    Male                        India
## 2398 45-49                    Male     United States of America
## 2399 18-21                    Male                        India
## 2400 18-21                    Male                        India
## 2401 40-44                    Male     United States of America
## 2402 22-24                    Male                        China
## 2403 25-29                    Male                        India
## 2404 25-29                    Male     United States of America
## 2405 30-34                  Female     United States of America
## 2406 50-54                    Male                       Mexico
## 2407 35-39                    Male     United States of America
## 2408 25-29                    Male                     Pakistan
## 2409 22-24                  Female                        India
## 2410 30-34                    Male     United States of America
## 2411 30-34                    Male                        Japan
## 2412 30-34                    Male                        China
## 2413 22-24                    Male                       Brazil
## 2414 30-34                    Male                       Brazil
## 2415 22-24                    Male                     Malaysia
## 2416 30-34                    Male                        India
## 2417 35-39       Prefer not to say     United States of America
## 2418 25-29                    Male                       Brazil
## 2419 25-29                  Female                    Indonesia
## 2420 30-34                  Female     United States of America
## 2421 30-34                  Female                       Canada
## 2422 18-21                  Female                        India
## 2423 25-29       Prefer not to say                       Taiwan
## 2424 30-34                    Male     United States of America
## 2425 35-39                    Male     United States of America
## 2426 22-24                    Male                        India
## 2427 35-39                    Male                        Japan
## 2428 22-24                    Male                        Japan
## 2429 55-59                    Male     United States of America
## 2430 50-54                  Female     United States of America
## 2431 30-34                    Male     United States of America
## 2432 22-24                    Male                        India
## 2433 30-34                    Male                        India
## 2434 35-39                  Female                     Malaysia
## 2435 35-39                    Male     United States of America
## 2436 25-29                    Male                        Japan
## 2437 30-34                    Male                    Indonesia
## 2438 40-44                    Male                  South Korea
## 2439 22-24       Prefer not to say                     Malaysia
## 2440 50-54                    Male                        India
## 2441 18-21                    Male                        India
## 2442 18-21                    Male                        India
## 2443 25-29                    Male     United States of America
## 2444 35-39                    Male           Hong Kong (S.A.R.)
## 2445 30-34                    Male     United States of America
## 2446 25-29                    Male                        India
## 2447 30-34                    Male                  Philippines
## 2448 30-34                    Male     United States of America
## 2449 40-44                    Male                         Peru
## 2450 35-39                    Male     United States of America
## 2451 40-44                    Male                       Brazil
## 2452 35-39                    Male     United States of America
## 2453 40-44                    Male                        India
## 2454 60-69                    Male                        India
## 2455 40-44                    Male                     Colombia
## 2456 60-69                    Male     United States of America
## 2457 25-29                    Male                      Nigeria
## 2458 30-34                  Female                    Argentina
## 2459 25-29                    Male                    Singapore
## 2460 35-39                    Male     United States of America
## 2461 30-34                    Male                        China
## 2462 40-44                  Female                       Taiwan
## 2463 25-29                    Male                     Pakistan
## 2464 35-39                    Male                       Taiwan
## 2465 35-39                    Male                    Singapore
## 2466 35-39                    Male                        Japan
## 2467 18-21                    Male                        Other
## 2468 35-39                    Male                  South Korea
## 2469 30-34                    Male           Hong Kong (S.A.R.)
## 2470 22-24                    Male                        China
## 2471 35-39                    Male                     Colombia
## 2472 22-24                    Male                        India
## 2473 30-34                    Male                     Malaysia
## 2474 40-44                    Male     United States of America
## 2475 25-29                    Male                      Morocco
## 2476 35-39                    Male                       Canada
## 2477 45-49                    Male     United States of America
## 2478 25-29                    Male                        India
## 2479 30-34                  Female                    Australia
## 2480 30-34                    Male                        Japan
## 2481 50-54                    Male                        Japan
## 2482 22-24                    Male                        India
## 2483 35-39                    Male                        India
## 2484 25-29       Prefer not to say     United States of America
## 2485 22-24                    Male                     Viet Nam
## 2486 25-29                    Male                     Thailand
## 2487 18-21                    Male                   Bangladesh
## 2488 25-29                    Male     United States of America
## 2489 25-29                    Male                       Brazil
## 2490 25-29                    Male                       Mexico
## 2491 30-34                    Male                  South Korea
## 2492 25-29                    Male                        China
## 2493 45-49                    Male                       Brazil
## 2494 25-29                    Male     United States of America
## 2495 25-29                  Female                        Other
## 2496 50-54       Prefer not to say     United States of America
## 2497 18-21                    Male                        India
## 2498 30-34                    Male     United States of America
## 2499 30-34                    Male                        China
## 2500 18-21                  Female                        India
## 2501 30-34                    Male                     Thailand
## 2502 25-29                    Male                        India
## 2503 18-21                    Male                        India
## 2504 25-29                    Male                       Brazil
## 2505 22-24                    Male                        India
## 2506 18-21                    Male                        India
## 2507 35-39                  Female                       Brazil
## 2508 30-34                    Male                        Other
## 2509 25-29                    Male     United States of America
## 2510 35-39                    Male                  New Zealand
## 2511 22-24                    Male                        India
## 2512 30-34                    Male     United States of America
## 2513 30-34                    Male                        India
## 2514 25-29                    Male                       Brazil
## 2515 18-21                    Male                        India
## 2516 22-24                    Male     United States of America
## 2517 22-24                    Male                       Taiwan
## 2518 22-24                    Male                        India
## 2519 60-69                    Male     United States of America
## 2520 35-39                  Female                        India
## 2521 25-29                    Male                        India
## 2522 25-29                    Male                        India
## 2523 22-24                    Male                        India
## 2524 25-29                    Male                        India
## 2525 22-24                  Female                       Canada
## 2526 60-69                    Male     United States of America
## 2527 30-34                    Male                        Japan
## 2528 40-44                    Male                      Nigeria
## 2529 35-39                    Male                        India
## 2530 30-34                    Male     United States of America
## 2531 35-39                    Male                        Chile
## 2532 35-39                    Male                       Taiwan
## 2533 60-69                    Male     United States of America
## 2534 30-34                    Male                        Japan
## 2535 22-24                    Male                        Egypt
## 2536 40-44                    Male                       Taiwan
## 2537 25-29                    Male                       Brazil
## 2538 18-21                    Male                        India
## 2539 18-21                    Male     United States of America
## 2540 35-39                  Female     United States of America
## 2541 30-34                  Female     United States of America
## 2542 40-44                    Male                  New Zealand
## 2543 18-21                    Male                        India
## 2544 30-34                    Male                        China
## 2545 30-34                    Male     United States of America
## 2546 40-44                    Male                        Japan
## 2547 30-34                    Male                        India
## 2548 25-29                    Male                        China
## 2549 25-29                  Female                        China
## 2550 35-39                  Female                        India
## 2551 18-21                    Male                        India
## 2552 25-29                    Male                       France
## 2553 35-39                    Male     United States of America
## 2554 30-34                    Male                        Japan
## 2555 35-39                    Male                       Brazil
## 2556 30-34                    Male     United States of America
## 2557 25-29                    Male     United States of America
## 2558 55-59                  Female     United States of America
## 2559 25-29                    Male                        Other
## 2560 30-34                    Male                        Italy
## 2561 30-34                    Male                        China
## 2562 30-34                    Male                       Russia
## 2563 25-29                    Male     United States of America
## 2564 25-29                  Female                    Australia
## 2565 22-24                    Male                        India
## 2566 45-49                    Male                       Taiwan
## 2567 22-24                    Male                        India
## 2568 25-29                    Male                        India
## 2569 30-34                    Male                        India
## 2570 50-54                    Male     United States of America
## 2571 25-29                    Male           Hong Kong (S.A.R.)
## 2572 22-24                    Male                       Taiwan
## 2573 25-29                    Male                        India
## 2574 25-29                  Female                        Japan
## 2575 30-34                    Male                    Indonesia
## 2576 30-34                    Male                     Malaysia
## 2577 40-44                  Female           Hong Kong (S.A.R.)
## 2578 18-21                    Male     United States of America
## 2579 30-34                    Male     United States of America
## 2580 30-34                    Male     United States of America
## 2581 35-39                    Male                       Brazil
## 2582 55-59                    Male     United States of America
## 2583 40-44                    Male                        India
## 2584 22-24                    Male                     Viet Nam
## 2585 35-39                    Male                       Canada
## 2586 22-24                    Male                        India
## 2587 30-34                    Male                     Viet Nam
## 2588 30-34                    Male                       Canada
## 2589 25-29                    Male                        India
## 2590 30-34                    Male                        Japan
## 2591 25-29                    Male                       Brazil
## 2592 40-44                    Male                        China
## 2593 18-21                    Male                        India
## 2594 25-29                  Female                        Other
## 2595 40-44                    Male                       Russia
## 2596 25-29                    Male                        India
## 2597 18-21                    Male                        India
## 2598 18-21                    Male                        India
## 2599 30-34                    Male                        India
## 2600 45-49                    Male                        India
## 2601 22-24                    Male                        India
## 2602 40-44                  Female                       Taiwan
## 2603 18-21       Prefer not to say                        India
## 2604 35-39                    Male                        Japan
## 2605 35-39                    Male     United States of America
## 2606 50-54                    Male     United States of America
## 2607 40-44                  Female                        India
## 2608 18-21                    Male                        India
## 2609 18-21                  Female                        India
## 2610 25-29                    Male                     Thailand
## 2611 25-29                    Male                      Nigeria
## 2612 25-29                    Male                        India
## 2613 25-29                    Male                    Singapore
## 2614 18-21                    Male                        India
## 2615 35-39                    Male                        Japan
## 2616 30-34                    Male     United States of America
## 2617 30-34                    Male     United States of America
## 2618 55-59                    Male            Republic of Korea
## 2619 25-29                    Male                       Taiwan
## 2620 50-54                    Male                    Australia
## 2621 22-24                    Male                        India
## 2622 40-44                    Male                        China
## 2623 30-34                    Male           Hong Kong (S.A.R.)
## 2624 18-21                  Female                        China
## 2625 25-29                    Male                    Australia
## 2626 30-34                    Male           Hong Kong (S.A.R.)
## 2627 55-59                    Male                       Canada
## 2628 25-29                    Male                        India
## 2629 22-24                    Male                       Taiwan
## 2630 30-34                    Male     United States of America
## 2631 22-24                  Female                        India
## 2632 25-29                    Male                        India
## 2633 22-24                    Male     United States of America
## 2634 25-29                    Male                        Other
## 2635 22-24                    Male                        India
## 2636 30-34                    Male                        India
## 2637 35-39                  Female     United States of America
## 2638 18-21                    Male                        India
## 2639 45-49                    Male                    Australia
## 2640 30-34                    Male                        Japan
## 2641 50-54                    Male                       Russia
## 2642 25-29                    Male Iran, Islamic Republic of...
## 2643 60-69                    Male     United States of America
## 2644 25-29                    Male                        India
## 2645 30-34                    Male     United States of America
## 2646 45-49                    Male     United States of America
## 2647 18-21                    Male                        India
## 2648 30-34                    Male     United States of America
## 2649 35-39                    Male                        China
## 2650 55-59                    Male     United States of America
## 2651 55-59                    Male     United States of America
## 2652 30-34                    Male     United States of America
## 2653 22-24                    Male                        China
## 2654 30-34                  Female     United States of America
## 2655 35-39                    Male                       Brazil
## 2656 30-34                    Male                        Japan
## 2657 50-54                    Male                       Canada
## 2658 18-21                    Male                        Other
## 2659 25-29                    Male     United States of America
## 2660 25-29                    Male                     Viet Nam
## 2661 18-21                    Male                        India
## 2662 25-29                    Male                       Brazil
## 2663 18-21                    Male                        China
## 2664 40-44                    Male                       Taiwan
## 2665 45-49                    Male                       Turkey
## 2666 22-24                    Male                        China
## 2667 40-44                    Male                        Other
## 2668 40-44                  Female                  South Korea
## 2669 22-24                    Male                        India
## 2670 55-59                    Male                        India
## 2671 30-34                    Male                        India
## 2672 35-39                    Male     United States of America
## 2673 18-21                    Male                        India
## 2674 30-34                    Male     United States of America
## 2675 35-39                  Female     United States of America
## 2676 18-21                    Male                        India
## 2677 22-24                    Male                       Taiwan
## 2678 30-34                  Female     United States of America
## 2679 45-49                    Male                    Argentina
## 2680 25-29                    Male                        India
## 2681 18-21                    Male                        China
## 2682 55-59                    Male     United States of America
## 2683 22-24                    Male                       Brazil
## 2684 40-44                  Female           Hong Kong (S.A.R.)
## 2685 25-29                    Male                        India
## 2686 50-54                    Male                        India
## 2687 18-21                    Male                        India
## 2688 35-39                    Male                        Other
## 2689 25-29                  Female     United States of America
## 2690 45-49                    Male                       Brazil
## 2691 22-24                  Female                    Indonesia
## 2692 25-29                    Male                       Brazil
## 2693 40-44                    Male                       Canada
## 2694 55-59                    Male                  South Korea
## 2695 22-24                    Male                       Brazil
## 2696 22-24                  Female                     Viet Nam
## 2697 30-34                    Male                  New Zealand
## 2698 25-29                    Male                       Mexico
## 2699 60-69                    Male                       Taiwan
## 2700 18-21                  Female                     Viet Nam
## 2701 18-21                    Male                        India
## 2702 22-24                    Male                     Viet Nam
## 2703 25-29                    Male                        India
## 2704 35-39                    Male                        India
## 2705 25-29                    Male                        India
## 2706 30-34                    Male     United States of America
## 2707 30-34                  Female                    Australia
## 2708 22-24                    Male                        China
## 2709 30-34                    Male                        India
## 2710 35-39                    Male                        Other
## 2711 30-34                    Male                     Colombia
## 2712 25-29                    Male                     Colombia
## 2713 30-34                    Male     United States of America
## 2714 35-39                    Male                    Singapore
## 2715 30-34                    Male                        India
## 2716 18-21                    Male                        India
## 2717 18-21                    Male                        India
## 2718 25-29                    Male     United States of America
## 2719 35-39                    Male                        China
## 2720 22-24                    Male                        India
## 2721 45-49                    Male     United States of America
## 2722 40-44                    Male                        China
## 2723 45-49                    Male                     Colombia
## 2724 25-29                  Female                        India
## 2725 50-54                    Male                         Peru
## 2726 30-34                    Male                     Viet Nam
## 2727 25-29                    Male                        India
## 2728 30-34                    Male                  Philippines
## 2729 22-24                  Female                        Other
## 2730 18-21                  Female                        India
## 2731 35-39                    Male                        China
## 2732 40-44                    Male                     Thailand
## 2733 22-24                    Male                     Viet Nam
## 2734 22-24                    Male                        India
## 2735 25-29                    Male     United States of America
## 2736 35-39                    Male                        India
## 2737 40-44                    Male     United States of America
## 2738 30-34                    Male                       Taiwan
## 2739 45-49                  Female                       Canada
## 2740 25-29                    Male                        India
## 2741 22-24                    Male     United States of America
## 2742 30-34                    Male                        India
## 2743 18-21                    Male                       Canada
## 2744 30-34                    Male                        India
## 2745 45-49                    Male                       Canada
## 2746 25-29                    Male     United States of America
## 2747 35-39                    Male                        India
## 2748 22-24                    Male                      Nigeria
## 2749 22-24                    Male                     Viet Nam
## 2750 22-24                    Male                       Brazil
## 2751 30-34                    Male                        India
## 2752 35-39                    Male                        India
## 2753 30-34                    Male                        India
## 2754 30-34                    Male                        India
## 2755 25-29                    Male     United States of America
## 2756 30-34                  Female                    Australia
## 2757 35-39                    Male                     Viet Nam
## 2758 22-24                    Male                        India
## 2759 18-21                    Male                        India
## 2760 18-21                    Male                        India
## 2761 30-34                    Male                     Malaysia
## 2762 35-39                  Female                    Australia
## 2763 18-21                    Male                        India
## 2764 18-21                  Female                        India
## 2765 35-39                    Male                        India
## 2766 22-24                    Male                        India
## 2767 40-44                    Male                        India
## 2768 35-39                    Male                        India
## 2769 25-29                    Male     United States of America
## 2770 25-29                    Male                        Japan
## 2771 18-21                    Male                        India
## 2772 35-39                    Male                        India
## 2773 30-34                    Male                       Brazil
## 2774 22-24                    Male                        India
## 2775 45-49                    Male     United States of America
## 2776 30-34                    Male     United States of America
## 2777 25-29                    Male                       Mexico
## 2778 22-24                  Female                       Taiwan
## 2779 22-24                    Male                        India
## 2780 18-21                    Male                        India
## 2781 30-34       Prefer not to say     United States of America
## 2782 35-39                    Male                        Japan
## 2783 18-21                  Female                        India
## 2784 25-29                    Male     United States of America
## 2785 25-29                    Male                       Mexico
## 2786 40-44                  Female                       Canada
## 2787 30-34                    Male            Republic of Korea
## 2788 25-29                    Male                        India
## 2789 18-21                    Male                        India
## 2790 35-39                    Male                       Canada
## 2791 50-54                    Male                     Thailand
## 2792 30-34                    Male                       Taiwan
## 2793 25-29                    Male                        India
## 2794 22-24                    Male                        India
## 2795 18-21                    Male                        India
## 2796 45-49                    Male     United States of America
## 2797   70+                    Male     United States of America
## 2798 40-44                    Male                       Canada
## 2799 25-29                    Male                       Brazil
## 2800 22-24                    Male                        India
## 2801 25-29                    Male                        India
## 2802 35-39                    Male     United States of America
## 2803 35-39                    Male                       Russia
## 2804 30-34                    Male                       Mexico
## 2805 25-29                    Male                  Switzerland
## 2806 40-44                    Male                        India
## 2807 40-44                    Male                     Viet Nam
## 2808 18-21                  Female                    Indonesia
## 2809   70+                    Male                       Mexico
## 2810 18-21                    Male                        India
## 2811 25-29                    Male                        India
## 2812 22-24                    Male                     Pakistan
## 2813 22-24                    Male                        Other
## 2814 50-54                    Male                        India
## 2815 22-24                    Male                        India
## 2816 40-44                    Male                        Japan
## 2817 35-39                    Male                        Other
## 2818 22-24                    Male                        India
## 2819 45-49                    Male                       Russia
## 2820 18-21                    Male                     Viet Nam
## 2821 25-29                    Male                        China
## 2822 18-21                    Male                        India
## 2823 18-21                  Female                        India
## 2824 25-29                    Male     United States of America
## 2825 40-44                    Male                        India
## 2826 22-24                    Male                   Bangladesh
## 2827 18-21                    Male                      Nigeria
## 2828 18-21                    Male                        India
## 2829 22-24                  Female                        India
## 2830 18-21                    Male                         Peru
## 2831 18-21                    Male                        India
## 2832 18-21                  Female                       Canada
## 2833 30-34                    Male     United States of America
## 2834 40-44                    Male                  South Korea
## 2835 25-29                    Male                        India
## 2836 22-24                    Male                        China
## 2837 25-29       Prefer not to say     United States of America
## 2838 18-21                  Female                     Colombia
## 2839 60-69                    Male           Hong Kong (S.A.R.)
## 2840 18-21                    Male                        India
## 2841 30-34                    Male                        Other
## 2842 35-39                    Male                    Singapore
## 2843 25-29                  Female                        India
## 2844 25-29                  Female     United States of America
## 2845 18-21                    Male                        India
## 2846 50-54                    Male                       Taiwan
## 2847 30-34                    Male                        India
## 2848 22-24                    Male                     Pakistan
## 2849 35-39                    Male                     Malaysia
## 2850 35-39                    Male                     Malaysia
## 2851 25-29                    Male                       Mexico
## 2852 18-21                    Male                        India
## 2853 50-54                    Male            Republic of Korea
## 2854 25-29                    Male                    Australia
## 2855 45-49                  Female                        India
## 2856 30-34                    Male     United States of America
## 2857 35-39                  Female                  South Korea
## 2858 25-29                    Male                      Nigeria
## 2859 22-24                    Male                      Nigeria
## 2860 22-24                    Male                        China
## 2861 18-21                    Male                        India
## 2862 22-24                  Female                        India
## 2863 25-29                    Male                  Philippines
## 2864 35-39                  Female                       Brazil
## 2865 22-24                    Male                        India
## 2866 22-24                    Male                        India
## 2867 45-49                    Male                    Australia
## 2868 22-24                    Male                        India
## 2869 30-34                    Male                    Singapore
## 2870 18-21                    Male                        India
## 2871 25-29       Prefer not to say                    Indonesia
## 2872 35-39                    Male     United States of America
## 2873 22-24                  Female                        Other
## 2874 18-21                    Male                        India
## 2875 25-29                    Male                        India
## 2876 25-29                    Male                         Peru
## 2877 25-29                    Male     United States of America
## 2878 30-34                    Male                        India
## 2879 35-39                    Male                        India
## 2880 25-29                    Male                       Brazil
## 2881 35-39                    Male     United States of America
## 2882 45-49                    Male     United States of America
## 2883 35-39                    Male                        Other
## 2884 18-21                    Male                        India
## 2885 30-34                    Male                        India
## 2886 25-29                  Female                        Kenya
## 2887 18-21                    Male                        India
## 2888 55-59       Prefer not to say                        Japan
## 2889 30-34                  Female                  Philippines
## 2890 40-44                    Male                   Bangladesh
## 2891 25-29                    Male                   Bangladesh
## 2892 40-44                    Male                      Ukraine
## 2893 45-49                    Male     United States of America
## 2894 35-39                    Male                      Nigeria
## 2895 25-29                    Male     United States of America
## 2896 60-69                    Male                       Canada
## 2897 40-44                    Male                        India
## 2898 55-59                    Male     United States of America
## 2899 45-49                    Male                       Brazil
## 2900 18-21                    Male                       Brazil
## 2901 22-24                    Male                        India
## 2902 22-24                    Male                        India
## 2903 18-21                    Male                        India
## 2904 18-21                    Male                        India
## 2905 30-34                  Female                        India
## 2906 30-34                  Female                     Malaysia
## 2907 25-29                    Male                        India
## 2908 25-29                    Male                  South Korea
## 2909 22-24                  Female                        India
## 2910 30-34                    Male                     Pakistan
## 2911 30-34                    Male                      Germany
## 2912 35-39                    Male                       Brazil
## 2913 50-54                    Male     United States of America
## 2914 35-39                    Male     United States of America
## 2915 22-24                    Male                        India
## 2916 45-49                    Male                    Argentina
## 2917 25-29                    Male                        India
## 2918 25-29                    Male               United Kingdom
## 2919 25-29                    Male                        India
## 2920 25-29                    Male     United States of America
## 2921 45-49                    Male                       Taiwan
## 2922 25-29                    Male                        China
## 2923 35-39                    Male                      Belgium
## 2924 25-29                    Male                      Nigeria
## 2925 30-34                    Male                        India
## 2926 22-24                  Female     United States of America
## 2927 18-21                    Male                        India
## 2928 18-21                    Male                        India
## 2929 30-34                    Male            Republic of Korea
## 2930 30-34                    Male     United States of America
## 2931 18-21                    Male                        India
## 2932 25-29                    Male                        India
## 2933 18-21                    Male                        India
## 2934 25-29                    Male                 South Africa
## 2935 25-29                    Male                        India
## 2936 25-29                    Male     United States of America
## 2937 18-21                    Male                        India
## 2938 25-29                  Female                        India
## 2939 25-29                  Female     United States of America
## 2940 25-29                    Male                       Russia
## 2941 55-59                    Male            Republic of Korea
## 2942 30-34                    Male     United States of America
## 2943 22-24                  Female                        India
## 2944 25-29                    Male                   Bangladesh
## 2945 30-34                    Male                        India
## 2946 18-21                    Male                     Pakistan
## 2947 18-21                    Male                        India
## 2948 40-44                    Male     United States of America
## 2949 30-34                    Male                 Saudi Arabia
## 2950 25-29                    Male     United States of America
## 2951 18-21                    Male                       Taiwan
## 2952 22-24                    Male                        Other
## 2953 18-21                  Female                        India
## 2954 22-24                  Female                        India
## 2955 22-24                    Male                        India
## 2956 40-44                    Male                        Other
## 2957 50-54                    Male                        India
## 2958 50-54                    Male                      Ukraine
## 2959 25-29                    Male                        Japan
## 2960 22-24                  Female                        India
## 2961 25-29                    Male                       Greece
## 2962 40-44                    Male                       Taiwan
## 2963 45-49                    Male                  New Zealand
## 2964 35-39                  Female     United States of America
## 2965 30-34                    Male                 South Africa
## 2966 25-29                    Male                        Other
## 2967 18-21                    Male                        India
## 2968 25-29                    Male                        India
## 2969 18-21                    Male                        Other
## 2970 25-29                    Male                        China
## 2971 25-29                    Male                        China
## 2972 18-21                    Male                        India
## 2973 18-21                    Male                        Other
## 2974 35-39                    Male                        China
## 2975 45-49                    Male                        India
## 2976 40-44                    Male            Republic of Korea
## 2977 25-29                    Male                        India
## 2978 35-39                    Male                        Japan
## 2979 30-34                    Male                        India
## 2980 45-49                    Male                        Japan
## 2981 25-29                    Male                     Viet Nam
## 2982 35-39                    Male                   Bangladesh
## 2983 35-39                    Male                        Japan
## 2984 25-29                    Male                        India
## 2985 22-24                    Male     United States of America
## 2986 30-34                    Male                        India
## 2987 22-24                    Male     United States of America
## 2988 18-21                    Male                        India
## 2989 22-24                  Female                        India
## 2990 25-29                    Male                        India
## 2991 30-34                    Male                        India
## 2992 22-24                    Male                        India
## 2993 22-24                    Male                        India
## 2994 35-39                    Male                    Australia
## 2995 30-34       Prefer not to say                       Taiwan
## 2996 18-21                    Male                        India
## 2997 35-39                    Male                        Other
## 2998 30-34                    Male                        India
## 2999 40-44                    Male                        Other
## 3000 35-39                    Male                  Netherlands
## 3001 18-21                  Female                      Algeria
## 3002 30-34                    Male                      Belgium
## 3003 25-29                    Male                        India
## 3004 30-34                  Female                        Other
## 3005 18-21                    Male                        India
## 3006 22-24                    Male                        China
## 3007 30-34                    Male                        India
## 3008 25-29                    Male                        India
## 3009 30-34                    Male                        India
## 3010 22-24                    Male                        India
## 3011 25-29                    Male                        India
## 3012 25-29                  Female                     Pakistan
## 3013 25-29                  Female                        India
## 3014 50-54                    Male     United States of America
## 3015 30-34                    Male     United States of America
## 3016 18-21                    Male                        India
## 3017 25-29                  Female     United States of America
## 3018 18-21                    Male                        India
## 3019 30-34                    Male                  South Korea
## 3020 22-24                    Male                        India
## 3021 18-21                    Male                        India
## 3022 22-24                  Female                        India
## 3023 35-39                    Male     United States of America
## 3024 40-44                  Female                        Japan
## 3025 25-29                    Male                    Australia
## 3026 22-24                    Male                        India
## 3027 22-24                    Male                    Australia
## 3028 35-39                    Male                        Japan
## 3029 50-54                    Male                        India
## 3030 35-39                  Female                        India
## 3031 25-29                    Male                        Japan
## 3032 25-29                    Male                        India
## 3033 30-34                    Male                       Israel
## 3034 35-39                  Female                       Israel
## 3035 30-34                    Male                        India
## 3036 35-39                    Male                        Other
## 3037 18-21                    Male                        India
## 3038 22-24                    Male                        India
## 3039 25-29                    Male                       Israel
## 3040 25-29                    Male     United States of America
## 3041 25-29                    Male                        India
## 3042 22-24                  Female                        India
## 3043 35-39                    Male                       Israel
## 3044 55-59                    Male                       Canada
## 3045 25-29                    Male                        India
## 3046 22-24                    Male                        Japan
## 3047 30-34                    Male                       Canada
## 3048 22-24                    Male                    Indonesia
## 3049 22-24                    Male                        India
## 3050 40-44                  Female                    Australia
## 3051 35-39                  Female                      Germany
## 3052 30-34                    Male                        China
## 3053 40-44                    Male                        Other
## 3054 18-21                    Male                        India
## 3055 18-21                    Male                        India
## 3056 22-24                    Male                        India
## 3057 18-21                    Male                        India
## 3058 50-54                    Male                        India
## 3059 35-39                    Male     United States of America
## 3060 18-21                    Male                    Australia
## 3061 25-29                    Male                  South Korea
## 3062 25-29                    Male                        India
## 3063 25-29                  Female                        Other
## 3064 22-24                    Male                        India
## 3065 35-39                  Female               United Kingdom
## 3066 35-39                    Male                       Norway
## 3067 18-21                    Male                        India
## 3068 18-21                    Male                        India
## 3069 35-39                    Male                    Singapore
## 3070 30-34                    Male                        India
## 3071 22-24                    Male                        China
## 3072 18-21                    Male                        India
## 3073 30-34                    Male                        India
## 3074 40-44                    Male                     Pakistan
## 3075 22-24                    Male                        India
## 3076 45-49                    Male                     Thailand
## 3077 22-24                    Male                        India
## 3078 45-49                    Male                       Russia
## 3079 18-21                    Male                        India
## 3080 25-29                    Male                   Bangladesh
## 3081 30-34                    Male                        India
## 3082 60-69                    Male                       Brazil
## 3083 22-24                    Male     United States of America
## 3084 22-24                    Male                        India
## 3085 50-54                    Male                        Japan
## 3086 40-44                    Male                  Netherlands
## 3087 40-44                    Male                        India
## 3088 18-21                  Female                        India
## 3089 40-44                    Male                      Germany
## 3090 30-34                    Male                        India
## 3091 30-34                    Male                        India
## 3092 30-34                    Male                        India
## 3093 40-44                    Male                        India
## 3094 30-34                    Male                        India
## 3095 25-29                    Male                   Bangladesh
## 3096 22-24                  Female                        India
## 3097 35-39                    Male                        India
## 3098 50-54                    Male     United States of America
## 3099 50-54                    Male                  Netherlands
## 3100 18-21                    Male                        India
## 3101 22-24                    Male                     Viet Nam
## 3102 30-34                    Male     United States of America
## 3103 25-29                    Male                       Mexico
## 3104 22-24                    Male                     Pakistan
## 3105 45-49                    Male                     Thailand
## 3106 35-39                    Male                        India
## 3107 35-39                    Male           Hong Kong (S.A.R.)
## 3108 25-29                    Male                        India
## 3109 22-24                    Male                        India
## 3110 18-21                  Female                        India
## 3111 30-34                    Male     United States of America
## 3112 55-59                    Male                        Italy
## 3113 25-29                    Male                        India
## 3114 25-29                    Male                        India
## 3115 18-21                    Male                        India
## 3116 18-21                    Male                        India
## 3117 22-24       Prefer not to say                        India
## 3118 25-29                    Male                        India
## 3119 40-44                    Male                        Other
## 3120 25-29                    Male                        India
## 3121 30-34                  Female                       Mexico
## 3122 25-29                    Male                       Russia
## 3123 30-34                    Male                        India
## 3124 25-29                    Male                        India
## 3125 25-29                    Male                        India
## 3126 22-24                  Female     United States of America
## 3127 22-24                    Male                       Canada
## 3128 25-29                    Male     United States of America
## 3129 18-21                    Male                        India
## 3130 40-44                    Male                        India
## 3131 30-34                    Male                        India
## 3132 30-34                    Male                        India
## 3133 30-34                    Male                    Indonesia
## 3134 30-34                    Male     United States of America
## 3135 55-59                    Male     United States of America
## 3136 50-54                    Male     United States of America
## 3137 25-29                    Male                        Kenya
## 3138 22-24                    Male                        India
## 3139 50-54                    Male                      Hungary
## 3140 25-29                    Male                        India
## 3141 25-29                  Female                    Australia
## 3142 40-44                    Male     United States of America
## 3143 40-44                    Male                        India
## 3144 30-34                    Male                     Pakistan
## 3145 30-34                    Male                      Belarus
## 3146 60-69                    Male                        India
## 3147 35-39                    Male                         Peru
## 3148 22-24                    Male                        India
## 3149 35-39                    Male                        India
## 3150 30-34                    Male                        India
## 3151 25-29                    Male                        India
## 3152 40-44                    Male                        Other
## 3153 25-29                    Male                       Russia
## 3154 30-34                    Male                        India
## 3155 30-34                  Female                  South Korea
## 3156 30-34                    Male                       Russia
## 3157 18-21                    Male                        India
## 3158 30-34                    Male                        India
## 3159 18-21                    Male                        Other
## 3160 40-44                    Male                      Austria
## 3161 30-34                    Male                        Other
## 3162 25-29                  Female                        India
## 3163 22-24                    Male                        Kenya
## 3164 35-39                    Male                      Germany
## 3165 22-24                    Male                        India
## 3166 25-29       Prefer not to say                        India
## 3167 35-39                  Female                        India
## 3168 25-29                    Male                        India
## 3169 25-29                    Male                        India
## 3170 55-59                  Female                  New Zealand
## 3171 25-29                  Female     United States of America
## 3172 18-21                    Male                        China
## 3173 35-39                    Male                     Malaysia
## 3174 18-21                    Male                        India
## 3175 22-24                    Male                        India
## 3176 40-44                  Female                        Other
## 3177 35-39                    Male                       Poland
## 3178 22-24                    Male                        India
## 3179 40-44                    Male                      Austria
## 3180 30-34 Prefer to self-describe     United States of America
## 3181 22-24                    Male                        India
## 3182 35-39                    Male     United States of America
## 3183 25-29                  Female                        India
## 3184 30-34                    Male                        India
## 3185 35-39                    Male                        Other
## 3186 22-24                    Male                        India
## 3187 25-29                    Male                    Australia
## 3188 55-59                    Male                       Russia
## 3189 35-39                    Male                       Poland
## 3190 22-24                    Male                        India
## 3191 35-39                  Female                       Russia
## 3192 35-39                    Male                        Other
## 3193 60-69                    Male                       Sweden
## 3194 50-54                    Male                     Malaysia
## 3195 30-34                    Male                        Other
## 3196 22-24                  Female                       Russia
## 3197 35-39                    Male                      Austria
## 3198 35-39                    Male                        India
## 3199 25-29                    Male                        India
## 3200 25-29                    Male                      Germany
## 3201 25-29                    Male                        India
## 3202 30-34                  Female                      Ukraine
## 3203 25-29                    Male Iran, Islamic Republic of...
## 3204 30-34                    Male                   Bangladesh
## 3205 35-39                    Male                        India
## 3206 18-21                    Male                        India
## 3207 18-21                    Male                        India
## 3208 22-24                    Male                        India
## 3209 22-24                    Male                        India
## 3210 45-49                    Male                     Pakistan
## 3211 25-29                    Male                       France
## 3212 18-21                    Male                        India
## 3213 35-39                    Male                  Switzerland
## 3214 25-29                    Male                       Turkey
## 3215 45-49                    Male                       Turkey
## 3216 30-34                  Female                  Switzerland
## 3217 22-24                    Male                    Indonesia
## 3218 40-44                    Male                        India
## 3219 25-29                    Male     United States of America
## 3220 45-49                    Male                     Pakistan
## 3221 25-29                    Male                       Mexico
## 3222 22-24                  Female                        India
## 3223 60-69                    Male                       France
## 3224 35-39                    Male                       Turkey
## 3225 30-34                    Male               United Kingdom
## 3226 35-39                  Female                        India
## 3227 25-29                    Male                        India
## 3228 22-24                    Male                        China
## 3229 18-21                    Male                        India
## 3230 18-21                  Female                        Other
## 3231 18-21                    Male                        India
## 3232 22-24                    Male                    Indonesia
## 3233 22-24                    Male                        Other
## 3234 18-21                    Male                        India
## 3235 22-24                  Female                        India
## 3236 22-24                    Male                      Ukraine
## 3237 22-24                    Male                        India
## 3238 50-54                    Male                       Poland
## 3239 18-21                    Male                      Ukraine
## 3240 22-24                    Male                        India
## 3241 40-44                  Female                      Ukraine
## 3242 18-21                    Male                        India
## 3243 25-29                    Male                       Turkey
## 3244 45-49                    Male     United States of America
## 3245 35-39                    Male                        Japan
## 3246 22-24                    Male                        India
## 3247 25-29                    Male                        India
## 3248 22-24                    Male                        India
## 3249 30-34                    Male     United States of America
## 3250 30-34                    Male                        India
## 3251 35-39                    Male                        Other
## 3252 25-29                    Male                     Pakistan
## 3253 18-21                    Male                        India
## 3254 25-29                    Male                        India
## 3255 40-44                    Male               United Kingdom
## 3256 25-29                    Male                       Poland
## 3257 25-29                    Male                        Spain
## 3258 25-29                    Male                        India
## 3259 22-24                    Male                        Other
## 3260 35-39                    Male                  South Korea
## 3261 35-39                    Male                 South Africa
## 3262 22-24                    Male                        India
## 3263 30-34                    Male                  Netherlands
## 3264 22-24                    Male                        China
## 3265 18-21                    Male                        India
## 3266 25-29                    Male                        China
## 3267 35-39                    Male                       Poland
## 3268 22-24                    Male                        Spain
## 3269 30-34                    Male                        Spain
## 3270 35-39                    Male                        India
## 3271 45-49                    Male                        India
## 3272 25-29                    Male                       Turkey
## 3273 22-24                    Male               Czech Republic
## 3274 30-34                    Male                      Nigeria
## 3275 25-29                    Male     United States of America
## 3276 25-29                    Male                       Taiwan
## 3277 40-44                    Male                       France
## 3278 40-44                    Male                        Other
## 3279 22-24                    Male                        India
## 3280 18-21                    Male                     Pakistan
## 3281 18-21                    Male                        India
## 3282 18-21                    Male                        India
## 3283 30-34                    Male                        Other
## 3284 35-39                    Male                        India
## 3285 25-29                    Male                        India
## 3286 22-24                  Female                       Turkey
## 3287 55-59                    Male                      Germany
## 3288 25-29                    Male                        India
## 3289 35-39                    Male                        India
## 3290 60-69                    Male     United States of America
## 3291 18-21                    Male                        India
## 3292 25-29                    Male                        India
## 3293 30-34                  Female                        India
## 3294 35-39                  Female                        Other
## 3295 25-29                    Male                     Pakistan
## 3296 25-29                    Male                       Russia
## 3297 18-21                    Male                     Colombia
## 3298 25-29                  Female                        India
## 3299 18-21                    Male                        India
## 3300 45-49                    Male                        Italy
## 3301 30-34                    Male                       Russia
## 3302 45-49                    Male     United States of America
## 3303 45-49                    Male                  Switzerland
## 3304 30-34                    Male                        Other
## 3305 30-34                    Male                        India
## 3306 22-24                    Male                        India
## 3307 45-49                    Male                  Netherlands
## 3308 30-34                    Male               United Kingdom
## 3309 40-44                    Male                       Russia
## 3310 35-39                    Male                        India
## 3311 25-29                    Male                      Germany
## 3312 45-49                    Male                        India
## 3313 30-34                    Male                 South Africa
## 3314 35-39                    Male                        Other
## 3315 22-24                  Female                        India
## 3316 35-39                    Male                  Switzerland
## 3317 22-24                    Male                        India
## 3318 25-29                    Male                        Other
## 3319 50-54       Prefer not to say                      Germany
## 3320 25-29                  Female                       Russia
## 3321 30-34                    Male                        India
## 3322 18-21                    Male                        India
## 3323 50-54                    Male                  Netherlands
## 3324 30-34                    Male                      Ireland
## 3325 25-29                  Female                      Morocco
## 3326 30-34                    Male                       Russia
## 3327 30-34                    Male                      Algeria
## 3328 35-39                    Male                       Greece
## 3329 30-34                    Male                        India
## 3330 55-59                    Male                      Denmark
## 3331 22-24                    Male                        India
## 3332 25-29                    Male     United States of America
## 3333 35-39                  Female                       Turkey
## 3334 50-54                    Male                        Italy
## 3335 35-39                    Male                      Germany
## 3336 40-44                    Male               United Kingdom
## 3337 25-29                    Male                        Other
## 3338 25-29                    Male                        Other
## 3339 25-29                    Male                 South Africa
## 3340 35-39                    Male     United States of America
## 3341 40-44                    Male                        Other
## 3342 25-29                  Female                        India
## 3343 25-29                    Male Iran, Islamic Republic of...
## 3344 22-24                    Male                        India
## 3345 25-29       Prefer not to say                        India
## 3346 40-44                  Female                       Sweden
## 3347 22-24                  Female                        Other
## 3348 35-39                  Female                        India
## 3349 55-59                    Male                     Colombia
## 3350 18-21                  Female                        India
## 3351 22-24                    Male                        India
## 3352 18-21                  Female                        India
## 3353 30-34                    Male                        Other
## 3354 22-24                    Male                        Kenya
## 3355 40-44                  Female                        India
## 3356 55-59                    Male                      Denmark
## 3357 22-24                    Male                        India
## 3358 35-39                  Female                       Russia
## 3359 22-24                    Male                     Pakistan
## 3360 25-29                    Male                        Other
## 3361 35-39                    Male                       Israel
## 3362 18-21                  Female                    Australia
## 3363 25-29                    Male                        India
## 3364 30-34                    Male                      Germany
## 3365 22-24                    Male                        India
## 3366 40-44                    Male                 South Africa
## 3367 30-34                    Male                      Germany
## 3368 25-29                    Male                      Nigeria
## 3369 18-21                    Male                        India
## 3370 30-34                    Male                        Other
## 3371 30-34                    Male                        Spain
## 3372 30-34                    Male                        India
## 3373 25-29                    Male                      Ukraine
## 3374 60-69                    Male     United States of America
## 3375 22-24                    Male                 South Africa
## 3376 30-34                    Male                      Denmark
## 3377 22-24                    Male                        India
## 3378 25-29                    Male            Republic of Korea
## 3379 50-54                    Male                  Netherlands
## 3380 18-21                    Male                        India
## 3381 55-59                    Male                        Italy
## 3382 25-29                    Male     United States of America
## 3383 40-44                    Male                       Poland
## 3384 18-21                    Male                        India
## 3385 30-34                    Male                        India
## 3386 30-34                  Female                      Ukraine
## 3387 30-34                  Female                        Other
## 3388 40-44                    Male                       Poland
## 3389 22-24                    Male                      Nigeria
## 3390 22-24                  Female     United States of America
## 3391 18-21                  Female                        India
## 3392 35-39                    Male                        India
## 3393 45-49                    Male                    Australia
## 3394 35-39                  Female                        Other
## 3395 22-24                    Male                      Nigeria
## 3396 30-34                    Male                      Nigeria
## 3397 50-54                    Male                        India
## 3398 22-24                    Male                        India
## 3399 55-59                    Male                       Russia
## 3400 30-34                    Male                        Other
## 3401 22-24                  Female                        China
## 3402 25-29                  Female                        China
## 3403 25-29                    Male                       Greece
## 3404 30-34                    Male                      Germany
## 3405 18-21                    Male                        India
## 3406 30-34                    Male                       France
## 3407 55-59                    Male                    Australia
## 3408 50-54                    Male                        Other
## 3409 25-29                    Male                        India
## 3410 40-44                    Male                        India
## 3411 50-54                    Male     United States of America
## 3412 50-54                    Male                        Spain
## 3413 40-44                    Male                      Morocco
## 3414 22-24                  Female                      Nigeria
## 3415 25-29                  Female               Czech Republic
## 3416 30-34                    Male                       Greece
## 3417 18-21                  Female                      Nigeria
## 3418 40-44                  Female                        Other
## 3419 25-29                    Male                       Turkey
## 3420 18-21                  Female                        India
## 3421 25-29                    Male                        Spain
## 3422 30-34                    Male                        India
## 3423 18-21                    Male                  Philippines
## 3424 25-29                    Male                      Germany
## 3425 30-34                    Male                        India
## 3426 30-34                    Male                       Greece
## 3427 50-54                    Male                      Germany
## 3428 35-39                  Female                  Netherlands
## 3429 22-24                    Male                     Pakistan
## 3430 35-39                    Male                 South Africa
## 3431 35-39                    Male                        India
## 3432 50-54                    Male                       Turkey
## 3433 40-44                  Female                  Netherlands
## 3434 60-69                    Male     United States of America
## 3435 35-39                    Male               Czech Republic
## 3436 22-24                    Male     United States of America
## 3437 60-69                    Male     United States of America
## 3438 22-24                    Male                        India
## 3439 40-44                    Male                      Austria
## 3440 45-49                    Male                   Bangladesh
## 3441 25-29                    Male                        India
## 3442 55-59                    Male                       Poland
## 3443 22-24                  Female                    Singapore
## 3444 22-24                    Male                       Russia
## 3445 22-24                    Male                        India
## 3446 30-34                    Male                       Russia
## 3447 30-34                    Male                     Colombia
## 3448 45-49                    Male                      Germany
## 3449 18-21                    Male                        China
## 3450 25-29                    Male                       Taiwan
## 3451 22-24                    Male                    Indonesia
## 3452 35-39                  Female                        China
## 3453 25-29                    Male     United States of America
## 3454 40-44                  Female                        India
## 3455 18-21                    Male                        India
## 3456 30-34                    Male                      Romania
## 3457 35-39                    Male                     Pakistan
## 3458 50-54                    Male                    Australia
## 3459 30-34                    Male                        India
## 3460 25-29                    Male                       Poland
## 3461 30-34                    Male            Republic of Korea
## 3462 18-21                    Male                        India
## 3463 30-34                  Female               United Kingdom
## 3464 40-44                    Male                 South Africa
## 3465 60-69                    Male                  Switzerland
## 3466 40-44                    Male                      Germany
## 3467 22-24                  Female                     Pakistan
## 3468 30-34                    Male                  Switzerland
## 3469 30-34                    Male                        India
## 3470 25-29                    Male                        India
## 3471 25-29                    Male                       Turkey
## 3472 40-44                  Female                      Hungary
## 3473 30-34                    Male            Republic of Korea
## 3474 50-54                    Male                        India
## 3475 45-49                    Male                       Poland
## 3476 25-29                  Female                        India
## 3477 30-34                    Male                        Spain
## 3478 18-21                  Female                        India
## 3479 40-44                    Male                        Other
## 3480 50-54                    Male                      Belarus
## 3481 55-59                    Male                  Netherlands
## 3482 40-44                    Male                        India
## 3483 18-21                    Male                        India
## 3484 35-39                    Male                        Other
## 3485 55-59                    Male     United States of America
## 3486 60-69                    Male                        Other
## 3487 35-39                    Male                        India
## 3488 25-29                    Male                        India
## 3489 25-29                    Male                        Spain
## 3490 35-39                    Male                        Spain
## 3491 30-34                    Male                      Germany
## 3492 25-29                    Male                        Other
## 3493 40-44                    Male                       Taiwan
## 3494 30-34                    Male                        Spain
## 3495 30-34                  Female                       Russia
## 3496 22-24                    Male                        Kenya
## 3497 30-34                    Male                        India
## 3498 18-21                    Male                        Japan
## 3499 25-29                    Male                  Philippines
## 3500 25-29                    Male                    Singapore
## 3501 30-34                    Male                        Italy
## 3502 30-34                    Male                       France
## 3503 25-29                    Male                       Russia
## 3504 22-24                    Male                        India
## 3505 30-34                    Male                      Germany
## 3506 30-34                    Male                       Greece
## 3507 25-29                    Male                     Pakistan
## 3508 18-21                    Male                    Indonesia
## 3509 30-34                    Male                        India
## 3510 35-39                    Male                       France
## 3511 35-39                    Male                      Ukraine
## 3512 30-34                    Male                    Australia
## 3513 40-44                    Male                       Russia
## 3514 60-69                    Male               United Kingdom
## 3515 35-39                    Male                      Ukraine
## 3516 35-39                    Male                      Austria
## 3517 22-24                    Male                    Indonesia
## 3518 22-24                    Male                       France
## 3519 30-34                    Male                        India
## 3520 25-29                    Male                        India
## 3521 40-44                    Male     United States of America
## 3522 22-24                    Male                        Spain
## 3523 35-39                    Male                       Turkey
## 3524 30-34                    Male                       Russia
## 3525 30-34                    Male                        Other
## 3526 25-29                    Male                        Spain
## 3527 25-29                  Female                        India
## 3528 18-21                    Male                        India
## 3529 30-34                    Male                        India
## 3530 22-24                  Female                    Australia
## 3531 45-49                    Male                       France
## 3532 18-21                    Male                        India
## 3533 40-44                    Male                    Singapore
## 3534 30-34                  Female                        India
## 3535 30-34                    Male                    Singapore
## 3536 30-34                    Male                        Japan
## 3537 25-29                    Male                     Pakistan
## 3538 50-54                    Male                        Spain
## 3539 22-24                    Male                        India
## 3540 45-49                    Male                       France
## 3541 35-39                    Male                      Germany
## 3542 25-29                    Male                        Italy
## 3543 30-34                    Male                 South Africa
## 3544 45-49                    Male                        India
## 3545 55-59                    Male                        India
## 3546 30-34                    Male                 South Africa
## 3547 22-24                    Male                        Other
## 3548 45-49                    Male                 Saudi Arabia
## 3549 22-24                    Male                 South Africa
## 3550 40-44                    Male                      Denmark
## 3551 25-29                    Male                  South Korea
## 3552 25-29                    Male                      Nigeria
## 3553 25-29                    Male                 South Africa
## 3554 30-34                    Male                        China
## 3555 50-54                    Male                       Turkey
## 3556 25-29                    Male                        India
## 3557 25-29                  Female                        China
## 3558 40-44                    Male                        India
## 3559 50-54                    Male                       Turkey
## 3560 22-24                  Female                        India
## 3561 25-29                    Male                        India
## 3562 25-29                    Male                     Malaysia
## 3563 25-29                    Male                        India
## 3564 35-39                    Male                        India
## 3565 25-29                    Male                        India
## 3566 22-24                    Male                        India
## 3567 60-69                    Male                    Australia
## 3568 35-39                    Male                    Singapore
## 3569 25-29       Prefer not to say                        China
## 3570 25-29                    Male                       Greece
## 3571 30-34                    Male                        Italy
## 3572 18-21                    Male                        India
## 3573 35-39                  Female                       Canada
## 3574 50-54                    Male                      Germany
## 3575 35-39                    Male                      Ireland
## 3576 35-39                    Male               United Kingdom
## 3577 22-24                  Female                       Russia
## 3578 50-54                    Male                      Belgium
## 3579 25-29                    Male                        India
## 3580 18-21                    Male                        India
## 3581 25-29                    Male                      Nigeria
## 3582 30-34                    Male                        Other
## 3583 25-29       Prefer not to say                     Malaysia
## 3584 40-44                    Male                      Nigeria
## 3585 25-29                    Male     United States of America
## 3586 18-21                    Male                        India
## 3587 40-44                    Male               United Kingdom
## 3588 40-44                    Male     United States of America
## 3589 18-21                    Male                        India
## 3590 22-24                    Male                        India
## 3591 30-34                    Male                        Kenya
## 3592 22-24                    Male     United States of America
## 3593 18-21                    Male                        India
## 3594 30-34                    Male                        India
## 3595 22-24                    Male                        Other
## 3596 25-29                    Male                        India
## 3597 22-24                  Female                     Pakistan
## 3598 22-24                    Male                       Poland
## 3599 45-49                    Male               United Kingdom
## 3600 25-29                    Male                 South Africa
## 3601 18-21                    Male                        India
## 3602 40-44                    Male               United Kingdom
## 3603 35-39                    Male                       Russia
## 3604 25-29                    Male                        China
## 3605 40-44                    Male                        Spain
## 3606 30-34                    Male                        India
## 3607 35-39                    Male                      Hungary
## 3608 30-34                    Male                       Russia
## 3609 18-21                    Male                        India
## 3610 25-29                    Male                      Belarus
## 3611 30-34                    Male                  Netherlands
## 3612 25-29                    Male                        China
## 3613 30-34                    Male                        Italy
## 3614 35-39                    Male                        India
## 3615 45-49                    Male                        India
## 3616 30-34                    Male                       Turkey
## 3617 35-39                    Male                       Greece
## 3618 25-29                    Male                       Turkey
## 3619 22-24                    Male                        India
## 3620 18-21                    Male                       Russia
## 3621 22-24                    Male                        India
## 3622 50-54                    Male                       France
## 3623 25-29                    Male                        Other
## 3624 50-54                    Male                        Spain
## 3625 25-29                    Male                       Turkey
## 3626 25-29                    Male                        Spain
## 3627 40-44       Prefer not to say                      Denmark
## 3628 22-24                  Female                        Egypt
## 3629 22-24                  Female                      Nigeria
## 3630 35-39                    Male                        India
## 3631 22-24                  Female                        India
## 3632 40-44                    Male     United States of America
## 3633 50-54                    Male                  Netherlands
## 3634 25-29                    Male Iran, Islamic Republic of...
## 3635 40-44                    Male                        Other
## 3636 22-24                    Male                        India
## 3637 25-29                  Female                       France
## 3638 25-29                    Male                        India
## 3639 25-29                    Male                        Spain
## 3640 50-54                    Male                       Norway
## 3641 35-39                    Male               United Kingdom
## 3642 35-39                    Male                      Austria
## 3643 55-59                    Male                        Italy
## 3644 18-21                    Male                        India
## 3645 35-39                    Male                      Belgium
## 3646 22-24                    Male            Republic of Korea
## 3647 50-54                    Male                        Italy
## 3648 45-49                    Male                        Other
## 3649 25-29                    Male                        Italy
## 3650 30-34                    Male                        India
## 3651 30-34                    Male                       France
## 3652 25-29                    Male                        India
## 3653 40-44                    Male                        India
## 3654 22-24                    Male                       Turkey
## 3655 25-29                    Male                     Pakistan
## 3656 30-34       Prefer not to say               United Kingdom
## 3657 40-44                    Male                        India
## 3658 25-29                    Male                        India
## 3659 18-21                    Male                        China
## 3660 35-39                    Male                        India
## 3661 25-29                    Male                        India
## 3662 30-34                    Male                       Turkey
## 3663 25-29                    Male                      Germany
## 3664 30-34                    Male                       Russia
## 3665 25-29                    Male                        India
## 3666 40-44                    Male Iran, Islamic Republic of...
## 3667 35-39                    Male                        Spain
## 3668 22-24                    Male                        India
## 3669 30-34                  Female                        India
## 3670 22-24                    Male               United Kingdom
## 3671 30-34                    Male                 South Africa
## 3672 22-24                    Male                       Greece
## 3673 18-21                    Male                        India
## 3674 22-24                    Male                     Pakistan
## 3675 25-29                  Female                        Egypt
## 3676 30-34                  Female                     Thailand
## 3677 40-44                    Male                      Austria
## 3678 35-39                    Male                        Spain
## 3679 35-39                    Male                      Nigeria
## 3680 55-59                    Male                        Other
## 3681 25-29                    Male                       Sweden
## 3682 35-39                    Male                       France
## 3683 35-39                    Male     United States of America
## 3684 35-39                    Male                  Netherlands
## 3685 35-39                    Male                      Ireland
## 3686 60-69                    Male                        Italy
## 3687 25-29                    Male                       Russia
## 3688 22-24                    Male                        India
## 3689 30-34                    Male                      Austria
## 3690 30-34                    Male                      Romania
## 3691 60-69                    Male                       Taiwan
## 3692 35-39                    Male                        China
## 3693 35-39                    Male                        India
## 3694 22-24                    Male                        India
## 3695 25-29                    Male                        Other
## 3696 35-39                    Male                        Italy
## 3697 45-49                    Male                        Spain
## 3698 25-29                    Male                      Germany
## 3699 40-44                    Male                        Italy
## 3700 50-54                    Male                       France
## 3701 35-39                    Male                        Other
## 3702 55-59                    Male                      Ireland
## 3703 25-29                    Male                        India
## 3704 25-29                  Female                    Indonesia
## 3705 40-44                    Male                        India
## 3706 50-54                    Male     United States of America
## 3707 25-29                    Male                       France
## 3708 25-29                    Male                       France
## 3709 30-34                  Female                       Turkey
## 3710 30-34                  Female                     Portugal
## 3711 22-24                    Male                        Spain
## 3712 40-44                    Male                        Other
## 3713 18-21                    Male                        India
## 3714 18-21                    Male                        India
## 3715 50-54                    Male                        Spain
## 3716 35-39                    Male     United States of America
## 3717 40-44                    Male                       Russia
## 3718 30-34                    Male                        Spain
## 3719 40-44                    Male                        India
## 3720 45-49                    Male                    Australia
## 3721 40-44                    Male                       France
## 3722 18-21                    Male                        Kenya
## 3723 30-34                    Male                       France
## 3724 22-24                    Male                       Russia
## 3725 22-24                  Female                        India
## 3726 22-24                    Male                        India
## 3727 25-29                    Male                        Other
## 3728 30-34                    Male                       Russia
## 3729 45-49                    Male                        Spain
## 3730 30-34                    Male                        Other
## 3731 25-29                    Male                       Russia
## 3732 25-29                    Male                        Spain
## 3733 30-34                    Male                       Russia
## 3734 30-34                    Male                        Italy
## 3735 25-29                    Male                        India
## 3736 25-29                    Male                      Nigeria
## 3737 30-34                    Male                        India
## 3738 30-34                    Male                      Ukraine
## 3739 18-21                    Male                      Austria
## 3740 35-39                    Male                      Ukraine
## 3741 22-24                    Male                       Taiwan
## 3742 22-24                  Female                  Netherlands
## 3743 25-29                  Female                        Other
## 3744 35-39                  Female                 South Africa
## 3745 25-29                    Male                      Belarus
## 3746 30-34       Prefer not to say                      Belgium
## 3747 22-24                    Male                        Spain
## 3748 25-29                    Male                        Spain
## 3749 35-39                    Male                       Russia
## 3750 40-44                    Male                       Turkey
## 3751 25-29                    Male                        Kenya
## 3752 25-29                    Male                  Netherlands
## 3753 35-39                  Female                       Turkey
## 3754 40-44                    Male                       France
## 3755 50-54                    Male                        India
## 3756 22-24                    Male                        Other
## 3757 35-39                    Male               United Kingdom
## 3758 25-29                    Male                  South Korea
## 3759 50-54                    Male                        Italy
## 3760 25-29       Prefer not to say                       Poland
## 3761 50-54                    Male                      Morocco
## 3762 45-49                    Male                        Spain
## 3763 50-54                    Male                      Ireland
## 3764 40-44                    Male                       Russia
## 3765 18-21                    Male                        India
## 3766 25-29                    Male                  South Korea
## 3767 25-29                    Male                        India
## 3768 22-24                    Male                        India
## 3769 30-34                    Male                        India
## 3770 30-34                    Male                      Hungary
## 3771 30-34                  Female                        Spain
## 3772 25-29                    Male                        Italy
## 3773 25-29                    Male                        India
## 3774 30-34                    Male                  Netherlands
## 3775 22-24                    Male                      Nigeria
## 3776 30-34                    Male                        Other
## 3777 25-29                    Male                      Nigeria
## 3778 50-54                    Male                      Romania
## 3779 30-34                    Male                        Italy
## 3780 45-49                    Male                       France
## 3781 40-44                    Male               United Kingdom
## 3782 25-29                    Male                 South Africa
## 3783 25-29                    Male               United Kingdom
## 3784 22-24                  Female               United Kingdom
## 3785 45-49                    Male                     Portugal
## 3786 30-34                    Male                        Other
## 3787 25-29                    Male                        India
## 3788 35-39                    Male                        India
## 3789 22-24                  Female                        India
## 3790 45-49                  Female                        Spain
## 3791 35-39                    Male                       Poland
## 3792 25-29                  Female                       Russia
## 3793 35-39                    Male                    Indonesia
## 3794 30-34                    Male                       France
## 3795 25-29                    Male                      Germany
## 3796 25-29                    Male                  Netherlands
## 3797 22-24                    Male               United Kingdom
## 3798 25-29                    Male                      Tunisia
## 3799 25-29                    Male                        India
## 3800 22-24                    Male                       Turkey
## 3801 40-44                    Male                        India
## 3802 30-34                    Male                      Nigeria
## 3803 40-44                    Male                        India
## 3804 25-29                  Female                       Poland
## 3805 22-24                    Male                     Viet Nam
## 3806 35-39                    Male                        Spain
## 3807 35-39                    Male                        Italy
## 3808 25-29                    Male                       France
## 3809 35-39                    Male                        Italy
## 3810 22-24                    Male                      Nigeria
## 3811 50-54                    Male                       Canada
## 3812 60-69                    Male                       Turkey
## 3813 30-34                    Male                  South Korea
## 3814 30-34                    Male                       Poland
## 3815 25-29                    Male                       Russia
## 3816 25-29                    Male                        Other
## 3817 30-34                    Male               United Kingdom
## 3818 35-39                  Female                        Other
## 3819 40-44                  Female                       Israel
## 3820 18-21                    Male                        India
## 3821 25-29                    Male                      Denmark
## 3822 40-44                    Male                  Switzerland
## 3823 35-39                    Male                       Turkey
## 3824 35-39                    Male               United Kingdom
## 3825 25-29                    Male                        Other
## 3826 25-29                    Male                        Spain
## 3827 60-69                    Male               United Kingdom
## 3828 22-24                    Male                        China
## 3829 22-24                    Male                        India
## 3830 25-29                    Male                  South Korea
## 3831 22-24                    Male                       France
## 3832 25-29                    Male                        India
## 3833 30-34                    Male                        Spain
## 3834 30-34                  Female               United Kingdom
## 3835 35-39                  Female               United Kingdom
## 3836 35-39                  Female               United Kingdom
## 3837 25-29                    Male                        India
## 3838 45-49                    Male                        Italy
## 3839 25-29                    Male                        Spain
## 3840 25-29                  Female                       Turkey
## 3841 50-54                    Male                        Spain
## 3842 30-34                    Male                       France
## 3843 18-21                  Female               United Kingdom
## 3844 30-34                    Male                       France
## 3845 35-39                  Female                        Kenya
## 3846 22-24                    Male                        India
## 3847 25-29                    Male                       France
## 3848 22-24                    Male                       France
## 3849 25-29                    Male                     Pakistan
## 3850 22-24                  Female                       Turkey
## 3851 35-39                    Male                      Nigeria
## 3852 25-29                    Male               United Kingdom
## 3853 22-24                    Male                        India
## 3854 30-34                    Male                        Spain
## 3855 22-24                    Male                        India
## 3856 25-29                  Female                        India
## 3857 35-39                    Male                      Germany
## 3858 25-29                    Male                        Other
## 3859 30-34                    Male                       Russia
## 3860 30-34                    Male                      Germany
## 3861 25-29                  Female                      Nigeria
## 3862 30-34                    Male                        Other
## 3863 22-24                  Female                       Russia
## 3864 25-29                    Male                       Mexico
## 3865 55-59                    Male                       France
## 3866 40-44                    Male                    Australia
## 3867 40-44                    Male                        Other
## 3868 45-49                    Male                        Japan
## 3869 25-29                  Female                        India
## 3870 30-34                    Male                      Germany
## 3871 18-21                    Male                        India
## 3872 22-24                    Male                        India
## 3873 30-34                    Male                  Netherlands
## 3874 25-29                    Male                       France
## 3875 22-24                  Female                        China
## 3876 35-39                    Male                      Germany
## 3877 22-24                  Female                    Indonesia
## 3878 30-34                  Female                        Spain
## 3879 18-21                    Male                        India
## 3880 22-24                    Male                        Spain
## 3881 22-24                    Male                      Morocco
## 3882 30-34                    Male                        Other
## 3883 40-44                  Female               United Kingdom
## 3884 25-29                    Male                      Germany
## 3885 25-29                    Male                        Italy
## 3886 25-29       Prefer not to say                        Italy
## 3887 22-24                    Male                        India
## 3888 35-39                    Male                     Portugal
## 3889 30-34                    Male                      Ireland
## 3890 22-24                    Male                      Ireland
## 3891 25-29                  Female                      Germany
## 3892 30-34                    Male                      Germany
## 3893 35-39                    Male                        Spain
## 3894 25-29                    Male                  Netherlands
## 3895 35-39                  Female                        India
## 3896 35-39                  Female                        India
## 3897 30-34                    Male                        Italy
## 3898 18-21                    Male                        Spain
## 3899 25-29                    Male                  Netherlands
## 3900 45-49                    Male                      Nigeria
## 3901 30-34                    Male                      Nigeria
## 3902 18-21                    Male                        India
## 3903 45-49                    Male                      Germany
## 3904 45-49                    Male                        Spain
## 3905 45-49                  Female                     Portugal
## 3906 40-44                    Male                        India
## 3907 35-39                    Male                        India
## 3908 35-39                    Male                        Other
## 3909 25-29                  Female                        Spain
## 3910 18-21                    Male                        India
## 3911 25-29                    Male                      Nigeria
## 3912 25-29                    Male                        India
## 3913 25-29                    Male                  Netherlands
## 3914 30-34                    Male                        Egypt
## 3915 40-44                    Male                        Other
## 3916 35-39                    Male                       Israel
## 3917 30-34                    Male                      Austria
## 3918 45-49                  Female                       Poland
## 3919 50-54                    Male               United Kingdom
## 3920 35-39                  Female                      Germany
## 3921 55-59                    Male                        Italy
## 3922 35-39                    Male                      Denmark
## 3923 25-29                    Male                   Bangladesh
## 3924 25-29                    Male                  Netherlands
## 3925 25-29                  Female                       Poland
## 3926 22-24                    Male                        Other
## 3927 25-29                    Male                        Kenya
## 3928 30-34                    Male                      Ukraine
## 3929 25-29                    Male                      Germany
## 3930 25-29                    Male               United Kingdom
## 3931 30-34                    Male                       Russia
## 3932 30-34                    Male                        Italy
## 3933 25-29                    Male                        India
## 3934 35-39                    Male                        India
## 3935 22-24                    Male                        India
## 3936 35-39                  Female                       Taiwan
## 3937 18-21                    Male                        India
## 3938 35-39                    Male                        Other
## 3939 25-29                    Male                        India
## 3940 50-54                  Female                      Ukraine
## 3941 45-49                    Male                  South Korea
## 3942 25-29                    Male                     Viet Nam
## 3943 30-34                    Male                      Germany
## 3944 35-39                    Male                      Morocco
## 3945 25-29                  Female                     Portugal
## 3946 35-39                    Male                        Other
## 3947 35-39                    Male                       Russia
## 3948 40-44                    Male                       France
## 3949 25-29                    Male                       Russia
## 3950 25-29                    Male                      Nigeria
## 3951 22-24                    Male                       Taiwan
## 3952 30-34                    Male                        China
## 3953 25-29                    Male                        China
## 3954 30-34                  Female                        India
## 3955 25-29                    Male                     Portugal
## 3956 25-29                    Male                        India
## 3957 25-29                  Female               United Kingdom
## 3958   70+       Prefer not to say                        Other
## 3959 22-24                    Male                        Spain
## 3960 50-54                    Male                 South Africa
## 3961 25-29                    Male                        Italy
## 3962 30-34                    Male                    Australia
## 3963 55-59                    Male                      Ireland
## 3964 18-21                    Male                        India
## 3965 25-29                    Male                    Indonesia
## 3966 30-34                  Female                        Spain
## 3967 50-54                    Male                       Sweden
## 3968 22-24                    Male                       Russia
## 3969 22-24                    Male                        India
## 3970 25-29                    Male                        China
## 3971 35-39                    Male                        India
## 3972 60-69                    Male               United Kingdom
## 3973 45-49                    Male                      Romania
## 3974 25-29                  Female                     Portugal
## 3975 25-29                    Male                      Germany
## 3976 22-24                    Male                       Turkey
## 3977 22-24                    Male                       France
## 3978 30-34                    Male                      Hungary
## 3979 35-39                    Male                        Kenya
## 3980 45-49                    Male                        Spain
## 3981 18-21                    Male                        Other
## 3982 35-39                    Male                 South Africa
## 3983 35-39                    Male                        Other
## 3984 22-24                    Male                      Nigeria
## 3985 50-54                    Male                      Morocco
## 3986 22-24                    Male                       Turkey
## 3987 30-34                    Male                      Germany
## 3988 18-21                    Male                        India
## 3989 18-21                    Male                   Bangladesh
## 3990 35-39                    Male                     Pakistan
## 3991 25-29                    Male                       Russia
## 3992 50-54                    Male                    Australia
## 3993 25-29                    Male                    Singapore
## 3994 25-29                  Female                      Germany
## 3995 25-29                    Male               United Kingdom
## 3996 30-34                    Male                      Nigeria
## 3997 18-21                    Male                        India
## 3998 35-39                    Male                      Morocco
## 3999 35-39                    Male                        Other
## 4000 25-29                  Female                       France
## 4001 18-21                    Male                        India
## 4002 25-29                    Male                      Nigeria
## 4003 18-21                    Male                        China
## 4004 55-59                    Male                      Germany
## 4005 40-44                    Male                      Ireland
## 4006 30-34                    Male                       Russia
## 4007 25-29                    Male                      Tunisia
## 4008 30-34                    Male                        Spain
## 4009 25-29                    Male                        India
## 4010 25-29                  Female                        India
## 4011 22-24                    Male                      Morocco
## 4012 18-21                    Male                        Kenya
## 4013 30-34                    Male                        Other
## 4014 22-24                    Male                      Nigeria
## 4015 25-29                    Male                       Brazil
## 4016 18-21                    Male                        India
## 4017 40-44                    Male               United Kingdom
## 4018 22-24                    Male                 Saudi Arabia
## 4019 55-59                    Male                        Spain
## 4020 25-29                    Male               Czech Republic
## 4021 45-49                  Female                      Belgium
## 4022 25-29                  Female                      Germany
## 4023 22-24                    Male                       Poland
## 4024 50-54                    Male                        India
## 4025 25-29                    Male                        Italy
## 4026 30-34                  Female                      Denmark
## 4027 55-59                  Female                        Japan
## 4028 25-29                  Female                        Other
## 4029 25-29                  Female                       Taiwan
## 4030 30-34 Prefer to self-describe               United Kingdom
## 4031 25-29                    Male                        India
## 4032 40-44                    Male                  South Korea
## 4033 25-29                    Male                        India
## 4034 22-24                  Female                        Spain
## 4035 25-29                    Male                       France
## 4036 35-39                    Male                        Other
## 4037 30-34                    Male                       Russia
## 4038 45-49                    Male               United Kingdom
## 4039 50-54                    Male               United Kingdom
## 4040 25-29                    Male                        Japan
## 4041 30-34                  Female                     Thailand
## 4042 55-59                    Male               United Kingdom
## 4043 30-34                    Male                      Germany
## 4044 18-21                    Male                       Greece
## 4045 45-49       Prefer not to say                      Belgium
## 4046 22-24                  Female                        Italy
## 4047 55-59                  Female                  Netherlands
## 4048 25-29                    Male                 South Africa
## 4049 30-34                    Male                        India
## 4050 25-29                  Female                        India
## 4051 30-34                    Male                        India
## 4052 22-24                    Male                    Indonesia
## 4053 40-44                    Male                     Pakistan
## 4054 22-24                    Male                        Spain
## 4055 35-39                    Male                        India
## 4056 25-29                    Male                        Other
## 4057 40-44                    Male                       Brazil
## 4058 45-49 Prefer to self-describe                      Germany
## 4059 22-24                  Female                       Russia
## 4060 25-29                    Male                        Spain
## 4061 35-39                  Female                      Ireland
## 4062 22-24                    Male                        India
## 4063 25-29                    Male                      Nigeria
## 4064 45-49                  Female                        Spain
## 4065 22-24                    Male                       Taiwan
## 4066 18-21                    Male                        India
## 4067 22-24                    Male                        Spain
## 4068 55-59                    Male                      Germany
## 4069 35-39                    Male               United Kingdom
## 4070 40-44                    Male                      Algeria
## 4071 18-21                    Male                      Morocco
## 4072 25-29                    Male                      Denmark
## 4073 22-24                  Female                     Pakistan
## 4074 35-39                    Male                      Germany
## 4075 30-34                    Male                     Malaysia
## 4076 18-21                    Male                       Poland
## 4077 30-34                    Male                        Other
## 4078 50-54                    Male                        Italy
## 4079 22-24                    Male                     Portugal
## 4080 30-34                    Male                  Netherlands
## 4081 30-34                    Male                   Bangladesh
## 4082 18-21                    Male                        India
## 4083 25-29                    Male                      Germany
## 4084 35-39                    Male                       Russia
## 4085 25-29                  Female                    Indonesia
## 4086 22-24                    Male                        Egypt
## 4087 25-29                    Male                      Hungary
## 4088 60-69                    Male                      Belgium
## 4089 25-29                    Male                        Other
## 4090 30-34                    Male               Czech Republic
## 4091 22-24                    Male                    Indonesia
## 4092 35-39                    Male               United Kingdom
## 4093 22-24                    Male                        India
## 4094 25-29                    Male               United Kingdom
## 4095 25-29                    Male                      Nigeria
## 4096 22-24                    Male                        India
## 4097 22-24                    Male                       Taiwan
## 4098 25-29                  Female                       Sweden
## 4099 25-29                    Male                      Germany
## 4100 40-44                    Male                      Ukraine
## 4101 30-34                    Male                       Poland
## 4102 40-44                  Female                       Turkey
## 4103 22-24                    Male                        Other
## 4104 45-49                    Male                       France
## 4105 25-29                  Female                      Austria
## 4106 25-29       Prefer not to say                       France
## 4107 22-24                    Male                      Morocco
## 4108 22-24                    Male                 Saudi Arabia
## 4109 18-21                    Male                      Nigeria
## 4110 30-34                    Male                       France
## 4111 30-34                    Male                      Austria
## 4112 22-24                  Female                      Nigeria
## 4113 25-29                  Female                      Nigeria
## 4114 30-34                    Male                        Other
## 4115 35-39                    Male                      Germany
## 4116 25-29                    Male                       Brazil
## 4117 25-29                    Male                       Brazil
## 4118 35-39                    Male                        Spain
## 4119 30-34                    Male                        India
## 4120 40-44                    Male                       Taiwan
## 4121 25-29                  Female                       Russia
## 4122 30-34                    Male                        Other
## 4123 25-29                    Male                        Japan
## 4124 30-34                    Male                     Portugal
## 4125 25-29                    Male                      Germany
## 4126 30-34                    Male                      Germany
## 4127 18-21                    Male                        India
## 4128 22-24                    Male                        India
## 4129 25-29                    Male                       Greece
## 4130 18-21                  Female                        India
## 4131 18-21                    Male                       Canada
## 4132 18-21                    Male                        India
## 4133 18-21                    Male                        India
## 4134 55-59                  Female                        Spain
## 4135 22-24                    Male                      Ukraine
## 4136 35-39                    Male                        Japan
## 4137 18-21                  Female                        India
## 4138 35-39                    Male                       Greece
## 4139 22-24                    Male                        India
## 4140 30-34                    Male                  Netherlands
## 4141 25-29                    Male                        China
## 4142 18-21                    Male                        India
## 4143 40-44                    Male                       Canada
## 4144 18-21                    Male                        India
## 4145 18-21                    Male                        India
## 4146 22-24                    Male                      Nigeria
## 4147 22-24                    Male                       Russia
## 4148 40-44                    Male                        Other
## 4149 25-29                    Male                        Italy
## 4150 22-24                  Female                        Spain
## 4151 18-21                    Male                        India
## 4152 18-21                  Female                        India
## 4153 30-34                    Male                      Belarus
## 4154 18-21                    Male                        India
## 4155 25-29                    Male                      Nigeria
## 4156 45-49                    Male                       France
## 4157 25-29                    Male                        India
## 4158 55-59                  Female               United Kingdom
## 4159 35-39                  Female     United States of America
## 4160 30-34                    Male                        India
## 4161 18-21                    Male                        India
## 4162 25-29                    Male                       Turkey
## 4163 25-29                  Female                        China
## 4164 35-39                  Female                  Netherlands
## 4165 25-29                    Male                      Ukraine
## 4166 18-21                    Male                       Russia
## 4167 25-29                    Male                       Brazil
## 4168 25-29                    Male                      Germany
## 4169 22-24                    Male                   Bangladesh
## 4170 30-34                    Male                       Turkey
## 4171 30-34                  Female                       Canada
## 4172 25-29                    Male                        India
## 4173 35-39                    Male                        India
## 4174 22-24                    Male                     Pakistan
## 4175 45-49                    Male                        Other
## 4176 25-29                    Male                      Romania
## 4177 25-29                    Male                        India
## 4178 18-21                  Female                        India
## 4179 30-34                    Male                        China
## 4180 22-24                    Male                      Nigeria
## 4181 55-59                    Male                  Switzerland
## 4182 25-29                  Female                       Turkey
## 4183 40-44                    Male                        India
## 4184 18-21                    Male                        India
## 4185 30-34                  Female                      Nigeria
## 4186 35-39                    Male                        Italy
## 4187 30-34                    Male                        India
## 4188 18-21                  Female                        India
## 4189 40-44                    Male                        Italy
## 4190 30-34                    Male                        Spain
## 4191 25-29                    Male                       Russia
## 4192 50-54                    Male                        Kenya
## 4193 22-24                  Female                        Japan
## 4194 25-29                    Male                        Other
## 4195 30-34                    Male                       Russia
## 4196 30-34                  Female                      Germany
## 4197 55-59                    Male                      Algeria
## 4198 25-29                    Male                   Bangladesh
## 4199 30-34                    Male                      Germany
## 4200 18-21                    Male                        India
## 4201 30-34                    Male               United Kingdom
## 4202 25-29                  Female                       Russia
## 4203 35-39                  Female                        Other
## 4204 22-24                    Male                      Nigeria
## 4205 40-44                  Female                        Spain
## 4206 18-21                    Male                        China
## 4207 18-21                    Male                        India
## 4208 35-39                  Female                    Australia
## 4209 40-44                    Male                  Switzerland
## 4210 25-29                    Male                        India
## 4211 25-29                    Male                        India
## 4212 30-34                    Male                        Other
## 4213 50-54                    Male                        Spain
## 4214 30-34                    Male                       Israel
## 4215 35-39                    Male                        Other
## 4216 25-29                    Male                        India
## 4217 18-21                    Male                        India
## 4218 30-34                  Female               United Kingdom
## 4219 55-59                    Male                       Brazil
## 4220 22-24                  Female                        India
## 4221 22-24                    Male                     Portugal
## 4222 22-24                  Female                      Algeria
## 4223 30-34                    Male               United Kingdom
## 4224 25-29                    Male                        Italy
## 4225 35-39                    Male                        India
## 4226 45-49                    Male                       Mexico
## 4227 25-29                    Male                      Germany
## 4228 25-29                    Male                        India
## 4229 22-24                  Female                        India
## 4230 25-29                  Female                        India
## 4231 30-34                    Male                      Germany
## 4232 25-29                    Male               United Kingdom
## 4233 30-34                    Male                        Italy
## 4234 25-29                    Male                        India
## 4235 60-69                    Male                  Switzerland
## 4236 22-24                    Male                        Other
## 4237 45-49                    Male                        India
## 4238 50-54                    Male                 South Africa
## 4239 22-24                    Male                     Pakistan
## 4240 25-29                  Female                       Sweden
## 4241 45-49                    Male                       Sweden
## 4242 30-34                    Male                        Other
## 4243 40-44                    Male     United States of America
## 4244 40-44                  Female               United Kingdom
## 4245 45-49                    Male     United States of America
## 4246 25-29                    Male                       Russia
## 4247 25-29                    Male                        India
## 4248 35-39                    Male                      Ireland
## 4249 40-44                    Male                      Germany
## 4250 18-21                  Female                        Italy
## 4251 30-34                    Male               United Kingdom
## 4252 25-29                    Male                        Other
## 4253 25-29                    Male     United States of America
## 4254 30-34                    Male                        Egypt
## 4255 25-29                    Male                       Israel
## 4256 25-29                    Male                        India
## 4257 25-29                    Male                      Nigeria
## 4258 25-29                  Female                        China
## 4259 25-29                    Male                     Pakistan
## 4260 25-29                  Female                        India
## 4261 35-39                    Male                      Germany
## 4262 40-44                    Male                      Ukraine
## 4263 50-54                  Female     United States of America
## 4264 25-29                    Male                        India
## 4265 35-39                  Female               United Kingdom
## 4266 60-69                    Male                        Spain
## 4267 18-21                  Female                        India
## 4268 50-54                    Male                       Poland
## 4269 35-39                    Male                      Denmark
## 4270 30-34                  Female                        Spain
## 4271   70+ Prefer to self-describe     United States of America
## 4272 50-54                  Female                        India
## 4273 22-24                    Male                        India
## 4274 22-24                  Female                        Italy
## 4275 55-59                    Male                       Russia
## 4276 40-44                    Male                       Russia
## 4277 22-24                  Female               United Kingdom
## 4278 18-21                  Female                        India
## 4279 22-24                    Male                        India
## 4280 40-44                    Male                        India
## 4281 22-24                    Male                      Morocco
## 4282 50-54                    Male                     Portugal
## 4283 35-39       Prefer not to say                        Spain
## 4284 55-59                    Male     United States of America
## 4285 30-34                    Male                       Norway
## 4286 22-24                  Female                     Pakistan
## 4287 45-49                    Male                      Austria
## 4288 40-44                    Male                  Switzerland
## 4289 25-29                  Female                       Russia
## 4290 22-24                    Male                    Indonesia
## 4291 30-34                  Female                      Belarus
## 4292 22-24                    Male                        China
## 4293 55-59                    Male                      Germany
## 4294 22-24                    Male                   Bangladesh
## 4295 18-21                    Male                        India
## 4296 22-24                  Female                        Chile
## 4297 30-34                    Male                      Nigeria
## 4298 25-29                    Male                     Portugal
## 4299 35-39                    Male                    Australia
## 4300 30-34                    Male                     Malaysia
## 4301 40-44                    Male                        India
## 4302 22-24                  Female                       Brazil
## 4303 22-24                    Male                     Portugal
## 4304 50-54                    Male                     Portugal
## 4305 45-49                    Male                        Japan
## 4306 35-39                    Male                     Colombia
## 4307 45-49                    Male               United Kingdom
## 4308 40-44                  Female     United States of America
## 4309 40-44                    Male                        Other
## 4310 25-29                    Male                        India
## 4311 45-49                    Male                       Greece
## 4312 30-34                    Male                        Other
## 4313 35-39                    Male                        Spain
## 4314 22-24                    Male                       Russia
## 4315 18-21                  Female                        India
## 4316 30-34                  Female                        India
## 4317 22-24                    Male                     Pakistan
## 4318 30-34                    Male     United States of America
## 4319 25-29                    Male                        India
## 4320 30-34                    Male                       France
## 4321 40-44                    Male                       Brazil
## 4322 25-29                    Male                       Canada
## 4323 22-24                  Female                        India
## 4324 40-44                    Male                  Switzerland
## 4325 25-29                    Male               United Kingdom
## 4326 22-24                    Male                       Brazil
## 4327 22-24                    Male                       Brazil
## 4328 40-44       Prefer not to say                        Other
## 4329 45-49                    Male                       Brazil
## 4330 25-29                    Male                      Morocco
## 4331 50-54                    Male                        Other
## 4332 25-29                    Male                     Portugal
## 4333 25-29                    Male                        Other
## 4334 22-24                  Female                    Indonesia
## 4335 30-34                  Female                      Nigeria
## 4336 25-29                  Female                       Brazil
## 4337 35-39                  Female                       Brazil
## 4338 18-21                  Female     United States of America
## 4339 22-24                    Male                        India
## 4340 50-54                    Male                        Spain
## 4341 35-39                    Male                        Other
## 4342 25-29                    Male                     Portugal
## 4343   70+                    Male                       Israel
## 4344 25-29                  Female                      Germany
## 4345 18-21                    Male                        India
## 4346 55-59                    Male                        Spain
## 4347 30-34                    Male     United States of America
## 4348 22-24                    Male                        Other
## 4349 55-59                    Male     United States of America
## 4350 45-49                  Female                       Norway
## 4351 30-34                    Male                      Nigeria
## 4352 18-21                    Male                       Brazil
## 4353 18-21                    Male                     Thailand
## 4354 18-21                    Male                        Other
## 4355 35-39                    Male                       France
## 4356 25-29                    Male                       Poland
## 4357 40-44                  Female                        India
## 4358 30-34                    Male                    Argentina
## 4359 25-29                  Female     United States of America
## 4360 30-34                    Male                       Russia
## 4361 25-29                    Male     United States of America
## 4362 40-44                    Male                        Other
## 4363 35-39                    Male                        India
## 4364 30-34                    Male                       Russia
## 4365 30-34       Prefer not to say                       Russia
## 4366 50-54                    Male                       Brazil
## 4367 35-39                  Female                       Brazil
## 4368 25-29                    Male                  South Korea
## 4369 30-34                    Male                       Greece
## 4370 25-29                    Male                     Malaysia
## 4371 30-34                    Male                       Russia
## 4372 40-44                    Male     United States of America
## 4373 35-39                  Female     United States of America
## 4374 35-39                    Male                       France
## 4375 45-49                    Male                       Canada
## 4376 25-29                  Female                      Ukraine
## 4377 22-24                    Male                        India
## 4378 50-54                    Male     United States of America
## 4379 25-29                    Male                        India
## 4380 45-49                    Male               United Kingdom
## 4381 40-44                    Male     United States of America
## 4382 45-49                    Male                        India
## 4383 50-54                  Female     United States of America
## 4384 50-54                  Female                       Canada
## 4385 25-29                  Female                       Brazil
## 4386 25-29                  Female                        India
## 4387 18-21                    Male                       Brazil
## 4388 25-29                  Female                        Other
## 4389 22-24                    Male                       Poland
## 4390 22-24                  Female                        India
## 4391 18-21                    Male                      Nigeria
## 4392 25-29                    Male                 South Africa
## 4393 18-21                  Female                        India
## 4394 22-24                  Female                        Other
## 4395 22-24                    Male               United Kingdom
## 4396 22-24                    Male                        India
## 4397 30-34                    Male               United Kingdom
## 4398 18-21                  Female                        Kenya
## 4399 25-29                    Male                       Brazil
## 4400 18-21                    Male                      Nigeria
## 4401 30-34                  Female                        India
## 4402 25-29                  Female                      Hungary
## 4403 25-29                    Male            Republic of Korea
## 4404 25-29                    Male                        Italy
## 4405 35-39                    Male                       Brazil
## 4406 22-24                    Male                       Brazil
## 4407 25-29                    Male                        Other
## 4408 25-29                    Male                        India
## 4409 22-24                    Male                       Brazil
## 4410 18-21                  Female                        India
## 4411 22-24                  Female                        India
## 4412 22-24                    Male                       Brazil
## 4413 22-24                    Male                      Ukraine
## 4414 25-29                    Male Iran, Islamic Republic of...
## 4415 22-24                  Female                       Greece
## 4416 45-49                    Male                       Brazil
## 4417 25-29                    Male                        India
## 4418 22-24                  Female                        Other
## 4419 25-29                    Male                        India
## 4420 22-24                    Male                        China
## 4421 30-34                    Male                    Australia
## 4422 25-29                    Male     United States of America
## 4423 30-34                    Male     United States of America
## 4424 18-21                    Male                        India
## 4425 30-34                    Male                       France
## 4426 25-29                    Male                       France
## 4427 18-21                    Male                        India
## 4428 40-44                    Male                       France
## 4429 22-24                    Male                      Austria
## 4430 35-39                    Male     United States of America
## 4431 30-34                    Male                        India
## 4432 30-34                    Male               United Kingdom
## 4433 25-29                  Female                        Spain
## 4434 40-44                    Male     United States of America
## 4435 18-21                    Male                        India
## 4436 22-24                    Male                  Philippines
## 4437 22-24                    Male                     Pakistan
## 4438 22-24                  Female                       Taiwan
## 4439 30-34                  Female                        India
## 4440 30-34                    Male     United States of America
## 4441 22-24                    Male                      Nigeria
## 4442 35-39                    Male                        Spain
## 4443 45-49                    Male                       Canada
## 4444 18-21                    Male                        India
## 4445 45-49       Prefer not to say                    Singapore
## 4446 35-39                  Female     United States of America
## 4447 25-29                    Male                       Canada
## 4448 25-29                  Female                        India
## 4449 18-21                    Male                        India
## 4450 25-29                    Male                        Other
## 4451 22-24                    Male                        India
## 4452 30-34                    Male                        Spain
## 4453 25-29       Prefer not to say                        India
## 4454 25-29                    Male                    Indonesia
## 4455 40-44                    Male               United Kingdom
## 4456 30-34                    Male                    Australia
## 4457 30-34                    Male                        India
## 4458 22-24                    Male                       Canada
## 4459 45-49                    Male                  South Korea
## 4460 40-44                    Male                       Brazil
## 4461 45-49                    Male                        India
## 4462 25-29                  Female                       Brazil
## 4463 35-39                    Male                      Germany
## 4464 50-54                    Male                       Brazil
## 4465 30-34                    Male                        India
## 4466 30-34                    Male                        India
## 4467 35-39                    Male                       Brazil
## 4468 18-21                    Male                      Germany
## 4469 25-29                    Male                       Brazil
## 4470 35-39                    Male                       Brazil
## 4471 30-34                    Male                        India
## 4472 40-44                    Male     United States of America
## 4473 35-39                  Female                        Other
## 4474 55-59                    Male                        Italy
## 4475 18-21                    Male                        India
## 4476 40-44                    Male     United States of America
## 4477 25-29                    Male     United States of America
## 4478 30-34       Prefer not to say                      Germany
## 4479 30-34                    Male                        India
## 4480 25-29                    Male                        Other
## 4481 25-29                    Male                    Argentina
## 4482 35-39                    Male               United Kingdom
## 4483 50-54                    Male               United Kingdom
## 4484 45-49                    Male                  South Korea
## 4485 45-49                    Male                       Brazil
## 4486 22-24                    Male                      Tunisia
## 4487 18-21                    Male                        India
## 4488 35-39                    Male                        India
## 4489 22-24                    Male                       Poland
## 4490 35-39                    Male                       France
## 4491 25-29                    Male                        China
## 4492 22-24                  Female                        China
## 4493 35-39       Prefer not to say                        India
## 4494 25-29                    Male                        Italy
## 4495 35-39                    Male                     Portugal
## 4496 18-21                    Male                        India
## 4497 60-69                    Male     United States of America
## 4498 18-21                  Female                        India
## 4499 22-24                  Female                        Egypt
## 4500 25-29                    Male     United States of America
## 4501 22-24                    Male                        India
## 4502 40-44                  Female                        Spain
## 4503 25-29                    Male                        Other
## 4504 40-44                    Male                        India
## 4505 18-21                  Female                        India
## 4506 50-54                    Male                       Brazil
## 4507 25-29                  Female                        Egypt
## 4508 40-44                    Male     United States of America
## 4509 35-39                    Male                       Brazil
## 4510 25-29                    Male                       Brazil
## 4511 22-24                    Male                        India
## 4512 30-34                    Male                        India
## 4513 25-29                    Male                  South Korea
## 4514 22-24                    Male                        India
## 4515 45-49                  Female                       Russia
## 4516 60-69                    Male     United States of America
## 4517 30-34                    Male                       Turkey
## 4518 55-59                    Male                       Israel
## 4519 50-54                  Female               United Kingdom
## 4520 22-24                    Male                        Italy
## 4521 25-29                    Male                       Brazil
## 4522 35-39                    Male                       Greece
## 4523 18-21                    Male                        India
## 4524 25-29                  Female                        Italy
## 4525 25-29                    Male                        Italy
## 4526 35-39                    Male     United States of America
## 4527 60-69                    Male     United States of America
## 4528 22-24                    Male                      Morocco
## 4529 22-24                    Male                       Brazil
## 4530 30-34                    Male                        Spain
## 4531 30-34                    Male                        India
## 4532 55-59                    Male     United States of America
## 4533 25-29                    Male                        India
## 4534 25-29                    Male                       Brazil
## 4535 18-21                  Female                        India
## 4536 45-49                    Male                        Spain
## 4537 22-24                    Male                  Netherlands
## 4538 30-34                    Male     United States of America
## 4539 45-49                    Male     United States of America
## 4540 35-39                  Female                      Nigeria
## 4541 25-29                    Male                       Brazil
## 4542 25-29                    Male                      Germany
## 4543 55-59                    Male                       Brazil
## 4544 22-24                    Male                     Pakistan
## 4545 35-39                    Male                      Germany
## 4546 30-34                    Male               United Kingdom
## 4547 45-49                    Male                      Belarus
## 4548 30-34                    Male                        Chile
## 4549 55-59                    Male     United States of America
## 4550 18-21                    Male                        Other
## 4551 22-24                    Male                        India
## 4552 25-29                    Male                       Sweden
## 4553 35-39       Prefer not to say                      Nigeria
## 4554 30-34                    Male                       Turkey
## 4555 35-39                  Female     United States of America
## 4556 25-29                    Male                        Other
## 4557 35-39                    Male                      Germany
## 4558 25-29                  Female                      Ukraine
## 4559 35-39                    Male     United States of America
## 4560 50-54                    Male                      Hungary
## 4561 22-24                  Female                    Indonesia
## 4562 30-34                    Male                       Turkey
## 4563 25-29                    Male                       Brazil
## 4564 22-24                    Male                       Brazil
## 4565 30-34                    Male                       Brazil
## 4566 45-49                    Male                       Canada
## 4567 45-49                    Male                      Germany
## 4568 18-21                    Male                        India
## 4569 30-34                    Male                        Spain
## 4570 35-39                    Male                        Other
## 4571 25-29                  Female                        India
## 4572 25-29                    Male                        Other
## 4573 45-49                    Male                       Brazil
## 4574 40-44                    Male                       Greece
## 4575 25-29                  Female                       Brazil
## 4576 18-21                    Male                      Nigeria
## 4577 40-44                  Female                       Canada
## 4578 22-24                    Male                        India
## 4579 25-29                    Male     United States of America
## 4580 35-39                    Male                        Italy
## 4581 25-29                    Male                      Austria
## 4582 30-34                    Male                  Philippines
## 4583 25-29                    Male                       Brazil
## 4584 22-24                    Male                        Italy
## 4585 25-29                    Male                        Other
## 4586 22-24                    Male                        Egypt
## 4587 25-29                    Male     United States of America
## 4588 35-39                  Female                       Brazil
## 4589 18-21                    Male                      Ukraine
## 4590 22-24                  Female                    Indonesia
## 4591 35-39                    Male     United States of America
## 4592 22-24                    Male                      Germany
## 4593 22-24                    Male                        Kenya
## 4594 18-21                    Male                        Other
## 4595 25-29                  Female                        Spain
## 4596 35-39                    Male               United Kingdom
## 4597 22-24                  Female                      Nigeria
## 4598 22-24                    Male               United Kingdom
## 4599 25-29                    Male                        China
## 4600 40-44                    Male                       Russia
## 4601 50-54                    Male                     Colombia
## 4602 40-44                    Male                       Brazil
## 4603 25-29                    Male     United States of America
## 4604 30-34                    Male                        Other
## 4605 30-34                    Male                        Spain
## 4606 22-24                    Male                      Morocco
## 4607 35-39                    Male                        Japan
## 4608 60-69                    Male                      Belgium
## 4609 25-29                    Male                      Austria
## 4610 25-29                    Male                       Taiwan
## 4611 40-44                    Male     United States of America
## 4612 30-34                    Male     United States of America
## 4613 55-59                    Male                        Chile
## 4614 30-34                    Male                       Russia
## 4615 55-59                    Male                       Brazil
## 4616 35-39                    Male     United States of America
## 4617 22-24                    Male                        Kenya
## 4618 25-29                    Male                        Italy
## 4619 40-44                    Male                       Poland
## 4620   70+                    Male     United States of America
## 4621 25-29                    Male     United States of America
## 4622 18-21                    Male                        India
## 4623 50-54                  Female     United States of America
## 4624 25-29                    Male                        Other
## 4625 40-44                    Male                      Germany
## 4626 35-39                    Male                       France
## 4627 40-44                  Female                        Other
## 4628 55-59                    Male                       Russia
## 4629 22-24                    Male                        China
## 4630 22-24                  Female                  South Korea
## 4631 55-59                    Male     United States of America
## 4632 35-39                    Male     United States of America
## 4633 40-44                    Male                        Other
## 4634 45-49                    Male                 Saudi Arabia
## 4635 22-24                    Male                         Peru
## 4636 18-21                    Male                       Brazil
## 4637 50-54                    Male     United States of America
## 4638 22-24                  Female                        India
## 4639 22-24                    Male                     Pakistan
## 4640 30-34                    Male                        Japan
## 4641 50-54                    Male                        Japan
## 4642 22-24                    Male                       Brazil
## 4643 18-21                    Male                  South Korea
## 4644 50-54                    Male                       Canada
## 4645 30-34                    Male                        India
## 4646 45-49                    Male     United States of America
## 4647 40-44                    Male                       Brazil
## 4648 60-69                    Male                        Chile
## 4649 25-29                    Male                        Other
## 4650 50-54                    Male     United States of America
## 4651 40-44                    Male                        Spain
## 4652 35-39                    Male                       Canada
## 4653 25-29                    Male                     Colombia
## 4654 35-39                    Male                      Nigeria
## 4655 35-39                    Male                        Chile
## 4656 25-29                    Male                       France
## 4657 22-24                    Male                        India
## 4658 25-29                    Male     United States of America
## 4659 40-44                    Male                       Brazil
## 4660 22-24                    Male                        India
## 4661 50-54                    Male                      Belgium
## 4662 25-29                    Male                 South Africa
## 4663 35-39                    Male                     Portugal
## 4664 35-39                    Male                         Peru
## 4665 35-39                    Male                       Brazil
## 4666 25-29                  Female                       Brazil
## 4667 40-44                    Male                        Other
## 4668 30-34                    Male                       Brazil
## 4669 22-24                  Female                       Mexico
## 4670 50-54                    Male     United States of America
## 4671 50-54                    Male               United Kingdom
## 4672 22-24                  Female     United States of America
## 4673 30-34                  Female                    Argentina
## 4674 35-39                    Male     United States of America
## 4675 22-24                    Male     United States of America
## 4676 60-69                    Male                  Switzerland
## 4677 45-49                    Male                       Canada
## 4678 22-24                    Male                        India
## 4679 22-24                    Male               United Kingdom
## 4680 45-49                  Female                      Ireland
## 4681 22-24                    Male                        India
## 4682 25-29                  Female     United States of America
## 4683 25-29                    Male                  South Korea
## 4684 25-29                    Male                         Peru
## 4685 40-44                    Male                       France
## 4686   70+                    Male                       Russia
## 4687 22-24                    Male                        India
## 4688 55-59                    Male                       Sweden
## 4689 18-21                    Male                        India
## 4690 30-34                    Male                       Sweden
## 4691 18-21                    Male                       Brazil
## 4692 45-49                    Male                       Turkey
## 4693 35-39                    Male                       Turkey
## 4694 35-39                    Male                       Russia
## 4695 40-44                    Male                       Brazil
## 4696 25-29                  Female                        Chile
## 4697 18-21                    Male                       Brazil
## 4698 35-39                    Male                    Australia
## 4699 35-39                    Male                        Chile
## 4700 25-29                    Male                        India
## 4701 25-29                  Female                  South Korea
## 4702 18-21                  Female                        India
## 4703 22-24                    Male                     Pakistan
## 4704 55-59                    Male     United States of America
## 4705 50-54                    Male                      Austria
## 4706 30-34                    Male     United States of America
## 4707 18-21                  Female                       Brazil
## 4708 25-29                    Male               United Kingdom
## 4709 18-21                    Male                        India
## 4710 30-34                    Male                       Taiwan
## 4711 30-34                    Male                        Spain
## 4712 18-21                  Female                        India
## 4713 25-29                    Male                       Sweden
## 4714 30-34                  Female                     Colombia
## 4715 35-39                    Male     United States of America
## 4716 30-34                    Male     United States of America
## 4717 25-29                  Female                        Chile
## 4718 35-39                    Male                       Canada
## 4719 30-34                    Male                        Chile
## 4720 60-69                    Male                        Japan
## 4721 18-21                    Male                        India
## 4722 25-29                    Male                       Russia
## 4723 22-24                  Female                        India
## 4724 50-54                    Male     United States of America
## 4725 40-44                    Male                      Austria
## 4726 25-29                  Female                        Other
## 4727 25-29                  Female     United States of America
## 4728 40-44                    Male                     Pakistan
## 4729 40-44                  Female                      Hungary
## 4730 55-59                    Male               United Kingdom
## 4731 22-24                  Female                       Poland
## 4732 30-34                    Male     United States of America
## 4733 22-24                    Male     United States of America
## 4734 30-34                    Male     United States of America
## 4735 35-39                    Male                        India
## 4736 18-21                    Male                        India
## 4737 18-21                    Male                        India
## 4738 30-34                    Male                        Japan
## 4739 30-34                    Male                       Canada
## 4740 35-39                    Male                       Brazil
## 4741 22-24                  Female                      Belarus
## 4742 45-49                    Male                       Canada
## 4743 25-29                    Male     United States of America
## 4744 35-39                    Male                     Colombia
## 4745   70+                    Male     United States of America
## 4746 22-24                    Male                       Canada
## 4747 22-24                  Female                     Pakistan
## 4748 35-39                    Male                      Nigeria
## 4749 25-29                  Female                     Colombia
## 4750 22-24                    Male     United States of America
## 4751 18-21                    Male                        Kenya
## 4752 30-34                  Female     United States of America
## 4753 35-39                    Male                        Spain
## 4754 25-29                    Male                      Germany
## 4755 45-49                    Male                     Portugal
## 4756 18-21                    Male                        China
## 4757 40-44                    Male     United States of America
## 4758 40-44       Prefer not to say     United States of America
## 4759 25-29                    Male                      Belgium
## 4760 50-54                    Male     United States of America
## 4761 40-44                    Male     United States of America
## 4762 22-24                    Male                        India
## 4763 35-39                    Male                    Argentina
## 4764 35-39                    Male     United States of America
## 4765 18-21                    Male                        India
## 4766 25-29                    Male                        India
## 4767 18-21                    Male                        India
## 4768 45-49                  Female                    Argentina
## 4769 30-34                    Male                      Germany
## 4770 35-39                    Male                       Mexico
## 4771 35-39                    Male                     Colombia
## 4772 18-21                    Male                     Colombia
## 4773 22-24                  Female     United States of America
## 4774 40-44                  Female     United States of America
## 4775 35-39                    Male                      Germany
## 4776 25-29                    Male               United Kingdom
## 4777 50-54                    Male                        Other
## 4778 18-21                    Male                        India
## 4779 25-29                    Male                        Chile
## 4780 40-44                    Male                        Spain
## 4781 22-24                  Female     United States of America
## 4782 25-29                    Male     United States of America
## 4783 50-54                    Male                      Germany
## 4784 18-21                    Male                        India
## 4785 25-29                    Male     United States of America
## 4786 25-29                    Male                        Chile
## 4787 18-21                    Male                        India
## 4788 30-34                    Male                       Brazil
## 4789 35-39                    Male                      Belgium
## 4790 18-21                    Male                        India
## 4791 22-24                    Male                        India
## 4792 50-54                    Male     United States of America
## 4793 60-69                  Female     United States of America
## 4794 55-59                    Male                       France
## 4795 30-34                    Male                       Mexico
## 4796 25-29                    Male     United States of America
## 4797 25-29                    Male                        India
## 4798 22-24                    Male                        Other
## 4799 25-29                    Male                        India
## 4800 40-44                    Male     United States of America
## 4801 22-24                    Male                       Mexico
## 4802 22-24                    Male                   Bangladesh
## 4803 22-24                    Male                        Italy
## 4804 45-49                  Female                       Russia
## 4805 30-34                    Male                     Pakistan
## 4806 35-39                  Female                 South Africa
## 4807 25-29                    Male                       Russia
## 4808 50-54                    Male                       Canada
## 4809 45-49                    Male                        Kenya
## 4810 25-29                    Male     United States of America
## 4811 55-59                    Male                       Poland
## 4812 22-24                  Female                      Ukraine
## 4813 30-34                  Female                        Spain
## 4814 35-39                    Male                      Tunisia
## 4815 18-21                    Male                        India
## 4816 35-39                    Male     United States of America
## 4817 25-29                    Male                      Germany
## 4818 25-29                    Male     United States of America
## 4819 45-49                    Male                     Portugal
## 4820 55-59                    Male                       Mexico
## 4821 40-44                  Female                        India
## 4822 40-44                    Male                      Belgium
## 4823 22-24                    Male     United States of America
## 4824 22-24                    Male     United States of America
## 4825 30-34                    Male                    Argentina
## 4826 25-29                    Male                        Japan
## 4827 25-29                    Male     United States of America
## 4828 30-34                    Male     United States of America
## 4829 18-21                    Male                        India
## 4830 22-24                    Male                        India
## 4831 35-39                    Male     United States of America
## 4832 25-29                    Male                       Mexico
## 4833 50-54                  Female     United States of America
## 4834 22-24                    Male                       Mexico
## 4835 35-39                  Female                       Canada
## 4836 45-49                    Male                  South Korea
## 4837 40-44                    Male     United States of America
## 4838 60-69                  Female                        India
## 4839 25-29                    Male               United Kingdom
## 4840 25-29                    Male                        India
## 4841 25-29                    Male                       Brazil
## 4842 25-29                    Male     United States of America
## 4843 30-34                  Female     United States of America
## 4844 45-49                    Male                      Ireland
## 4845 30-34                    Male                        Italy
## 4846 25-29                  Female     United States of America
## 4847 40-44                    Male                    Singapore
## 4848 22-24                    Male     United States of America
## 4849 30-34                  Female                       Canada
## 4850 60-69                    Male     United States of America
## 4851 35-39                    Male     United States of America
## 4852 35-39                  Female                        Spain
## 4853 22-24                    Male                    Argentina
## 4854 25-29                    Male                      Germany
## 4855 25-29                  Female                      Belarus
## 4856 30-34                    Male     United States of America
## 4857 60-69                    Male                       Sweden
## 4858 45-49                    Male                       Mexico
## 4859 50-54                  Female                       Canada
## 4860 35-39                    Male                  South Korea
## 4861 40-44                    Male                        Other
## 4862 18-21                    Male                        India
## 4863 40-44                    Male                        Spain
## 4864 35-39                    Male                        Italy
## 4865 18-21                    Male                        India
## 4866 40-44                    Male                      Nigeria
## 4867 25-29                    Male                     Colombia
## 4868 18-21                  Female                        India
## 4869 30-34                  Female                        Japan
## 4870 40-44                    Male     United States of America
## 4871 35-39                    Male     United States of America
## 4872 35-39                    Male                        Chile
## 4873 22-24                    Male                       Russia
## 4874 30-34                    Male     United States of America
## 4875 45-49       Prefer not to say                      Germany
## 4876 40-44                    Male                        India
## 4877 22-24                    Male                        India
## 4878 25-29                    Male                   Bangladesh
## 4879 30-34                    Male                       France
## 4880 22-24                    Male                       Russia
## 4881 30-34                    Male                        Other
## 4882 25-29                    Male     United States of America
## 4883 25-29                  Female     United States of America
## 4884 25-29                    Male                     Portugal
## 4885 22-24                  Female                       Turkey
## 4886 60-69                    Male     United States of America
## 4887 45-49                    Male                        Japan
## 4888 25-29                    Male                        Japan
## 4889 22-24                  Female               United Kingdom
## 4890 30-34                    Male                        India
## 4891 30-34                    Male                       Poland
## 4892 30-34                    Male     United States of America
## 4893 25-29                    Male                      Germany
## 4894 22-24                  Female                        India
## 4895 40-44                    Male                         Peru
## 4896 40-44                    Male                     Thailand
## 4897 25-29                    Male               United Kingdom
## 4898 30-34                    Male     United States of America
## 4899 30-34                    Male                  Netherlands
## 4900 22-24                    Male                       Brazil
## 4901 30-34                  Female     United States of America
## 4902 50-54                    Male     United States of America
## 4903 45-49                    Male                        Other
## 4904 18-21                  Female                        India
## 4905 30-34                    Male     United States of America
## 4906 35-39                    Male                       Brazil
## 4907 35-39                    Male     United States of America
## 4908 25-29                  Female     United States of America
## 4909 22-24                    Male                        Kenya
## 4910 18-21                    Male                        India
## 4911 50-54                    Male                      Germany
## 4912 40-44                    Male                      Germany
## 4913 18-21                    Male                        India
## 4914 40-44                  Female     United States of America
## 4915 30-34                    Male     United States of America
## 4916 30-34                    Male     United States of America
## 4917 30-34                    Male                       Canada
## 4918 30-34                  Female                        Japan
## 4919 22-24                  Female                       Brazil
## 4920 30-34                  Female     United States of America
## 4921 60-69                    Male                        Other
## 4922 35-39                    Male                       Israel
## 4923 25-29                    Male                        Other
## 4924 25-29                    Male                         Peru
## 4925 18-21                    Male                        Other
## 4926 30-34                    Male                       Canada
## 4927 35-39                    Male                        Chile
## 4928 30-34                    Male                       Mexico
## 4929 30-34                    Male                       Turkey
## 4930 30-34                    Male                       Brazil
## 4931 22-24                    Male                       Brazil
## 4932 30-34                    Male     United States of America
## 4933 18-21                    Male                        India
## 4934 30-34                    Male                       Brazil
## 4935 35-39                  Female     United States of America
## 4936 25-29                  Female     United States of America
## 4937 22-24                  Female                      Tunisia
## 4938 18-21                    Male                      Nigeria
## 4939 40-44                    Male                        Spain
## 4940 22-24                    Male                        Other
## 4941 25-29                    Male                        India
## 4942 60-69                    Male     United States of America
## 4943 45-49                    Male                        Other
## 4944 30-34                  Female                       Mexico
## 4945 35-39                    Male                        India
## 4946 30-34                    Male                        Spain
## 4947 45-49                    Male                  South Korea
## 4948 45-49                    Male                        Other
## 4949 45-49                  Female     United States of America
## 4950 18-21                    Male                        India
## 4951 35-39                    Male     United States of America
## 4952 50-54                    Male                     Colombia
## 4953 45-49                    Male                    Argentina
## 4954 25-29                    Male     United States of America
## 4955 40-44                  Female                       Canada
## 4956 40-44                    Male     United States of America
## 4957 18-21                    Male                        India
## 4958 18-21                    Male                        India
## 4959 50-54                    Male                    Argentina
## 4960 25-29                    Male                  Netherlands
## 4961 25-29                    Male                        India
## 4962 30-34                    Male                       Turkey
## 4963 50-54                  Female     United States of America
## 4964 18-21                  Female                        India
## 4965 30-34                  Female     United States of America
## 4966 18-21                    Male                       France
## 4967 22-24                    Male                        Other
## 4968 25-29                    Male                        China
## 4969 30-34                    Male                       Turkey
## 4970 25-29                    Male                       Brazil
## 4971 25-29                    Male                        Other
## 4972 25-29                  Female                       Canada
## 4973 25-29                    Male               United Kingdom
## 4974 45-49                    Male     United States of America
## 4975 30-34                    Male                     Colombia
## 4976 55-59                    Male     United States of America
## 4977 35-39                    Male                        India
## 4978 25-29                    Male                       Russia
## 4979 50-54                    Male     United States of America
## 4980 30-34                  Female                      Ukraine
## 4981 30-34                    Male     United States of America
## 4982 35-39                    Male     United States of America
## 4983   70+                    Male                       Russia
## 4984 40-44                  Female                       Canada
## 4985 18-21                    Male                        India
## 4986 35-39                    Male     United States of America
## 4987 25-29                    Male                  Netherlands
## 4988 22-24                  Female                       Canada
## 4989 22-24                  Female     United States of America
## 4990 22-24                    Male                        Italy
## 4991 22-24                    Male     United States of America
## 4992 35-39                    Male                       Brazil
## 4993 25-29                    Male                       Russia
## 4994 22-24                    Male                        India
## 4995 35-39                    Male                  Netherlands
## 4996 30-34                    Male     United States of America
## 4997 25-29                    Male     United States of America
## 4998 35-39                    Male                       Brazil
## 4999 40-44                    Male                        India
## 5000 35-39                    Male                      Nigeria
## 5001 25-29                  Female                        India
## 5002 30-34                  Female                       Israel
## 5003 35-39                    Male                        Other
## 5004 25-29                    Male                      Austria
## 5005 22-24                  Female                       Taiwan
## 5006 45-49                    Male               United Kingdom
## 5007 55-59                    Male     United States of America
## 5008 30-34                    Male     United States of America
## 5009 30-34                  Female           Hong Kong (S.A.R.)
## 5010 30-34                  Female     United States of America
## 5011 22-24                  Female                     Pakistan
## 5012 60-69                    Male                       France
## 5013 30-34                    Male               United Kingdom
## 5014 35-39                    Male                       Russia
## 5015 50-54                    Male     United States of America
## 5016 18-21                    Male                        India
## 5017 25-29                    Male                       Brazil
## 5018 30-34                    Male                       Canada
## 5019 18-21                    Male                        India
## 5020 25-29                  Female     United States of America
## 5021 25-29                    Male                       Brazil
## 5022 18-21                    Male                  Philippines
## 5023 55-59                    Male     United States of America
## 5024 30-34                    Male                 South Africa
## 5025 25-29                    Male                       Mexico
## 5026 18-21                    Male                        India
## 5027 35-39                    Male                      Germany
## 5028 25-29                    Male                       Canada
## 5029 35-39                    Male                      Germany
## 5030 35-39                    Male                     Pakistan
## 5031 45-49                    Male                        Japan
## 5032 45-49                    Male                       Brazil
## 5033 18-21                    Male                    Indonesia
## 5034 18-21                    Male                        Other
## 5035 35-39                    Male     United States of America
## 5036 30-34                    Male                       Russia
## 5037 25-29                    Male                        India
## 5038 30-34                    Male     United States of America
## 5039 35-39                    Male                       Brazil
## 5040 25-29                    Male                       Brazil
## 5041 50-54                  Female                       Canada
## 5042 25-29                    Male                       Canada
## 5043 25-29                    Male                       Brazil
## 5044 18-21                    Male                        India
## 5045 22-24                  Female                       Canada
## 5046 22-24                    Male     United States of America
## 5047 18-21                    Male                      Nigeria
## 5048 25-29                    Male                        Italy
## 5049 40-44                  Female                       Brazil
## 5050 35-39                    Male                    Argentina
## 5051 25-29                    Male                       Brazil
## 5052 25-29                  Female                      Tunisia
## 5053 22-24                    Male                        India
## 5054 60-69                    Male                      Ukraine
## 5055 40-44                    Male                        Other
## 5056 35-39                    Male     United States of America
## 5057 35-39                    Male                      Germany
## 5058 50-54                    Male     United States of America
## 5059 22-24                    Male     United States of America
## 5060 60-69                    Male                      Germany
## 5061 18-21                    Male                      Ukraine
## 5062 22-24                    Male                       Mexico
## 5063 22-24                    Male                      Morocco
## 5064 50-54                    Male                       Turkey
## 5065 30-34                    Male                      Nigeria
## 5066 55-59                  Female                       Russia
## 5067 35-39                    Male                        India
## 5068 25-29                  Female                       Mexico
## 5069 45-49                    Male     United States of America
## 5070 22-24                    Male                     Pakistan
## 5071 35-39                    Male                        Spain
## 5072 30-34                    Male     United States of America
## 5073 45-49                    Male     United States of America
## 5074 25-29                  Female     United States of America
## 5075 30-34                  Female                        India
## 5076 25-29                    Male                  Netherlands
## 5077 35-39                    Male                      Germany
## 5078 18-21                    Male                        India
## 5079 18-21                    Male                      Ukraine
## 5080 22-24                  Female                        India
## 5081 35-39                    Male     United States of America
## 5082 25-29                    Male     United States of America
## 5083 25-29                    Male                       Canada
## 5084 18-21                    Male                       Canada
## 5085 40-44                  Female                      Belarus
## 5086 30-34                    Male                       France
## 5087 22-24                    Male                     Portugal
## 5088 18-21       Prefer not to say                        India
## 5089 35-39                  Female                       Brazil
## 5090 25-29                    Male                        Chile
## 5091 25-29                    Male                       Canada
## 5092 25-29                    Male                        Egypt
## 5093 35-39                    Male                       Mexico
## 5094 22-24                    Male                       Russia
## 5095 25-29                    Male                        India
## 5096 30-34                  Female               United Kingdom
## 5097 25-29                    Male                       Russia
## 5098 30-34                    Male     United States of America
## 5099 30-34 Prefer to self-describe     United States of America
## 5100 18-21                  Female                      Ukraine
## 5101 22-24                    Male                      Nigeria
## 5102 30-34                    Male                        Other
## 5103 22-24                    Male Iran, Islamic Republic of...
## 5104 22-24                    Male               United Kingdom
## 5105 55-59                    Male                        Spain
## 5106 18-21                    Male                       Brazil
## 5107 35-39                    Male                  Netherlands
## 5108 45-49                    Male     United States of America
## 5109 35-39                    Male                        Other
## 5110 50-54                    Male                        Other
## 5111 30-34                    Male                       Russia
## 5112 25-29                    Male                     Colombia
## 5113 60-69                    Male     United States of America
## 5114 30-34                    Male                       Brazil
## 5115 30-34                    Male     United States of America
## 5116 30-34                    Male                        Italy
## 5117 30-34 Prefer to self-describe     United States of America
## 5118 22-24                    Male                        India
## 5119 25-29                    Male                     Pakistan
## 5120 60-69                    Male     United States of America
## 5121 35-39                    Male                       Brazil
## 5122 25-29                    Male                        India
## 5123 40-44                  Female                       Israel
## 5124 30-34                    Male                       Greece
## 5125 40-44                    Male                      Ireland
## 5126 55-59                    Male                       Turkey
## 5127 45-49                  Female     United States of America
## 5128 25-29                    Male                        Other
## 5129 45-49                    Male                        Other
## 5130 25-29                    Male     United States of America
## 5131 35-39                    Male     United States of America
## 5132 25-29                    Male                      Nigeria
## 5133 40-44                  Female     United States of America
## 5134 45-49                    Male                       Poland
## 5135 40-44                    Male     United States of America
## 5136 50-54                    Male     United States of America
## 5137 18-21                    Male                        India
## 5138 45-49                    Male                     Colombia
## 5139 45-49                    Male     United States of America
## 5140 30-34                  Female                        India
## 5141 30-34                  Female                       Mexico
## 5142 22-24                    Male                      Germany
## 5143 30-34                    Male                        India
## 5144 25-29                  Female                      Denmark
## 5145 22-24                    Male                        Japan
## 5146 30-34                    Male                       Canada
## 5147 30-34                    Male                       Israel
## 5148 55-59                    Male                      Germany
## 5149 50-54                    Male     United States of America
## 5150 18-21                    Male                       Russia
## 5151 35-39                    Male     United States of America
## 5152 25-29                    Male                       Greece
## 5153 25-29                    Male                        Other
## 5154 30-34                    Male                     Pakistan
## 5155 18-21                  Female                  South Korea
## 5156 25-29                    Male                  New Zealand
## 5157 45-49                  Female     United States of America
## 5158 22-24                  Female                        Other
## 5159 30-34                    Male                       Israel
## 5160 45-49                    Male                       Sweden
## 5161 40-44                    Male                        Other
## 5162 18-21                  Female                       Russia
## 5163 22-24                    Male                       Poland
## 5164 22-24                    Male                       Russia
## 5165 50-54                    Male                       Brazil
## 5166 50-54                    Male            Republic of Korea
## 5167 18-21                    Male                        Other
## 5168 35-39                    Male                      Denmark
## 5169 30-34                    Male                       Brazil
## 5170 35-39                  Female     United States of America
## 5171 25-29                    Male     United States of America
## 5172 30-34                    Male                  Switzerland
## 5173 50-54                    Male                  Netherlands
## 5174 22-24                    Male                       Russia
## 5175 45-49                    Male                        India
## 5176 22-24                    Male                        India
## 5177 25-29                    Male     United States of America
## 5178 40-44                    Male     United States of America
## 5179 50-54                    Male                      Germany
## 5180 30-34                  Female                       Canada
## 5181 30-34                  Female     United States of America
## 5182 30-34                    Male                       Russia
## 5183 30-34                    Male     United States of America
## 5184 25-29                    Male                        China
## 5185 55-59                    Male     United States of America
## 5186 30-34                    Male                      Ireland
## 5187 22-24                    Male                      Romania
## 5188 25-29                    Male                        Other
## 5189 35-39                    Male                      Germany
## 5190 50-54                    Male                      Germany
## 5191 30-34                    Male     United States of America
## 5192 18-21                    Male                        India
## 5193 30-34                  Female                     Portugal
## 5194 35-39                  Female     United States of America
## 5195 50-54                    Male                      Germany
## 5196 18-21                    Male                       Russia
## 5197 35-39                    Male     United States of America
## 5198 40-44                    Male     United States of America
## 5199 35-39                    Male     United States of America
## 5200 35-39                  Female                        Egypt
## 5201 35-39                    Male                       Poland
## 5202 22-24                    Male                        India
## 5203 25-29                    Male                       Russia
## 5204 35-39                    Male     United States of America
## 5205 25-29                    Male                       Mexico
## 5206 55-59                    Male     United States of America
## 5207 50-54                    Male                      Belgium
## 5208 25-29                    Male     United States of America
## 5209 45-49                    Male                     Portugal
## 5210 60-69                    Male     United States of America
## 5211 55-59                    Male                  New Zealand
## 5212 30-34                    Male                        Other
## 5213 35-39                    Male     United States of America
## 5214 40-44                    Male     United States of America
## 5215 55-59                    Male                        Spain
## 5216 30-34                    Male     United States of America
## 5217 18-21                    Male                        India
## 5218 40-44                    Male     United States of America
## 5219 35-39                    Male     United States of America
## 5220 55-59                    Male     United States of America
## 5221 60-69                    Male                    Australia
## 5222   70+                    Male     United States of America
## 5223 35-39                    Male     United States of America
## 5224 25-29       Prefer not to say                       Mexico
## 5225 25-29                    Male                      Nigeria
## 5226 50-54                    Male     United States of America
## 5227 25-29                    Male                    Australia
## 5228 30-34                    Male               United Kingdom
## 5229 22-24                    Male                      Tunisia
## 5230 30-34       Prefer not to say                       Canada
## 5231 25-29                    Male     United States of America
## 5232 22-24                  Female                        China
## 5233 45-49                  Female     United States of America
## 5234 30-34                    Male     United States of America
## 5235 25-29                  Female                    Australia
## 5236 25-29                    Male     United States of America
## 5237 50-54                    Male                       Canada
## 5238 30-34                    Male                       Greece
## 5239 30-34                    Male                        Other
## 5240 25-29                  Female     United States of America
## 5241 45-49                    Male     United States of America
## 5242 25-29                    Male     United States of America
## 5243 30-34                  Female     United States of America
## 5244 25-29                    Male               United Kingdom
## 5245 30-34                  Female                       Russia
## 5246 60-69                  Female     United States of America
## 5247 18-21                    Male                        India
## 5248 18-21                    Male                      Nigeria
## 5249 25-29                    Male     United States of America
## 5250 25-29                  Female                       Mexico
## 5251 55-59                    Male     United States of America
## 5252 22-24                    Male                      Morocco
## 5253 30-34                    Male                        India
## 5254 60-69                    Male     United States of America
## 5255 25-29                    Male     United States of America
## 5256 25-29                    Male                      Nigeria
## 5257 22-24                    Male Iran, Islamic Republic of...
## 5258 50-54                    Male     United States of America
## 5259 45-49                  Female     United States of America
## 5260 30-34                  Female     United States of America
## 5261 18-21                    Male     United States of America
## 5262 50-54                    Male     United States of America
## 5263 45-49                  Female     United States of America
## 5264 35-39                    Male                    Australia
## 5265 40-44                    Male                        Japan
## 5266 40-44                    Male                       Brazil
## 5267 35-39                    Male                       Canada
## 5268 35-39                    Male     United States of America
## 5269 25-29                    Male           Hong Kong (S.A.R.)
## 5270 35-39                    Male                       Canada
## 5271 40-44                    Male                        Japan
## 5272 30-34                  Female                  South Korea
## 5273 18-21                    Male                      Nigeria
## 5274 35-39                    Male                        Japan
## 5275 25-29                  Female                       Canada
## 5276 18-21                    Male                      Nigeria
## 5277 35-39                    Male                        Japan
## 5278 18-21                    Male                      Nigeria
## 5279 18-21                    Male                      Nigeria
## 5280 40-44                    Male                        India
## 5281 22-24                    Male                       Russia
## 5282 25-29                    Male     United States of America
## 5283 40-44                    Male                       Mexico
## 5284 25-29                    Male                  Philippines
## 5285 45-49                    Male                        Other
## 5286 25-29                    Male     United States of America
## 5287 40-44                    Male     United States of America
## 5288 45-49                    Male                    Indonesia
## 5289 30-34                    Male            Republic of Korea
## 5290 35-39                    Male     United States of America
## 5291 45-49                    Male                        Other
## 5292 30-34                  Female                        India
## 5293 50-54                    Male                       Mexico
## 5294 30-34                    Male            Republic of Korea
## 5295 45-49                    Male     United States of America
## 5296 25-29                    Male                        China
## 5297 35-39                    Male     United States of America
## 5298 30-34                  Female                        Japan
## 5299 45-49                    Male                         Peru
## 5300 30-34                    Male                    Australia
## 5301 25-29                    Male                        Chile
## 5302 35-39                    Male                     Viet Nam
## 5303 35-39                    Male     United States of America
## 5304 40-44                    Male                        Japan
## 5305 22-24                    Male                     Thailand
## 5306 30-34                    Male                       Israel
## 5307 45-49                    Male                  South Korea
## 5308 18-21                    Male                        China
## 5309 25-29                    Male           Hong Kong (S.A.R.)
## 5310 30-34                    Male                     Thailand
## 5311 25-29                    Male                       Canada
## 5312 25-29                    Male     United States of America
## 5313 22-24                    Male                     Viet Nam
## 5314 25-29                  Female                     Viet Nam
## 5315 25-29                    Male                        India
## 5316 30-34                    Male     United States of America
## 5317 30-34                  Female     United States of America
## 5318 60-69                    Male                       Taiwan
## 5319 18-21                    Male                        India
## 5320 22-24                  Female                        China
## 5321 45-49                    Male     United States of America
## 5322 18-21                    Male                      Nigeria
## 5323 30-34                    Male                       Brazil
## 5324 22-24                    Male                        India
## 5325 25-29                    Male     United States of America
## 5326 40-44                    Male     United States of America
## 5327 25-29                    Male           Hong Kong (S.A.R.)
## 5328 22-24                  Female                        India
## 5329 35-39       Prefer not to say     United States of America
## 5330 25-29                    Male                  South Korea
## 5331 35-39                    Male                       Taiwan
## 5332 25-29                    Male                    Indonesia
## 5333 55-59                    Male                       Canada
## 5334 22-24                    Male                        India
## 5335 55-59                    Male                        India
## 5336 18-21                    Male                     Colombia
## 5337 22-24                  Female                    Australia
## 5338 25-29                    Male     United States of America
## 5339 35-39                    Male            Republic of Korea
## 5340 45-49                    Male                        Japan
## 5341 25-29                    Male                  South Korea
## 5342 45-49                    Male                  South Korea
## 5343 60-69                    Male     United States of America
## 5344 35-39                    Male                        Chile
## 5345 22-24                  Female                        India
## 5346 45-49                    Male                        India
## 5347 30-34                    Male                        India
## 5348 45-49                    Male                       Canada
## 5349 18-21                    Male                        India
## 5350 45-49                  Female                       Turkey
## 5351 25-29                  Female                        China
## 5352 22-24                    Male                       Brazil
## 5353 22-24                    Male                        India
## 5354 25-29                  Female     United States of America
## 5355 25-29                    Male                     Malaysia
## 5356 35-39                    Male                        India
## 5357 40-44                    Male     United States of America
## 5358 25-29                    Male                        India
## 5359 25-29                    Male                       Turkey
## 5360 22-24                    Male                     Thailand
## 5361 40-44                    Male                     Pakistan
## 5362 25-29                  Female     United States of America
## 5363 30-34                    Male           Hong Kong (S.A.R.)
## 5364 22-24                    Male                        India
## 5365 18-21                  Female                        India
## 5366 35-39                    Male                        India
## 5367 30-34                    Male     United States of America
## 5368 30-34                  Female                        Kenya
## 5369 22-24                    Male     United States of America
## 5370 35-39                    Male     United States of America
## 5371 25-29                    Male                        India
## 5372 30-34                    Male                        India
## 5373 18-21                  Female                        India
## 5374 18-21                  Female                    Indonesia
## 5375 25-29                    Male                        India
## 5376 18-21                    Male                        India
## 5377 18-21                    Male                        India
## 5378 18-21                    Male                        India
## 5379 18-21                    Male                        India
## 5380 22-24                    Male                      Nigeria
## 5381 25-29                    Male                        India
## 5382 50-54                    Male                        Spain
## 5383 18-21                    Male                       Taiwan
## 5384 35-39                    Male                        Other
## 5385 55-59                    Male     United States of America
## 5386 18-21                    Male                      Nigeria
## 5387 30-34                  Female                        India
## 5388 25-29                    Male                        India
## 5389 25-29                    Male                     Colombia
## 5390 35-39                    Male                        Japan
## 5391 45-49                    Male                       France
## 5392 35-39                    Male                    Australia
## 5393 18-21                    Male                        India
## 5394 25-29                    Male                      Germany
## 5395 30-34                    Male                        India
## 5396 25-29                    Male                        India
## 5397 25-29                    Male                    Australia
## 5398 22-24                    Male                        India
## 5399 30-34                    Male                        India
## 5400 22-24                    Male                      Morocco
## 5401 60-69                    Male     United States of America
## 5402 25-29                  Female                        China
## 5403 25-29                    Male                       Poland
## 5404 22-24                    Male                  Philippines
## 5405 25-29                    Male                        Other
## 5406 45-49                    Male                        India
## 5407 18-21                    Male                        India
## 5408 18-21                  Female                       Russia
## 5409 25-29                    Male     United States of America
## 5410 40-44                    Male                  South Korea
## 5411 30-34                    Male                       Russia
## 5412 45-49                    Male                  South Korea
## 5413 30-34                    Male                 South Africa
## 5414 25-29                  Female                        Other
## 5415 40-44                    Male                       Russia
## 5416 40-44                    Male                       Sweden
## 5417 22-24                    Male                        India
## 5418   70+                    Male                        Italy
## 5419 35-39                    Male                        China
## 5420 55-59                  Female                       Russia
## 5421 18-21                    Male                      Ukraine
## 5422 30-34                    Male                      Ukraine
## 5423 60-69                    Male                        India
## 5424 25-29                    Male                     Pakistan
## 5425 35-39                    Male                  Switzerland
## 5426 35-39                    Male                      Ukraine
## 5427 30-34                    Male                        Japan
## 5428 22-24                  Female                        India
## 5429 22-24                    Male                       Russia
## 5430 25-29                    Male                        India
## 5431 25-29                    Male                        India
## 5432 25-29                  Female                      Belgium
## 5433 45-49                    Male                        Italy
## 5434 22-24                    Male                        India
## 5435 35-39                    Male                        India
## 5436 25-29                    Male                       Turkey
## 5437 22-24                  Female                        India
## 5438 30-34                    Male                       Taiwan
## 5439 45-49                    Male                       Greece
## 5440 22-24 Prefer to self-describe                        Other
## 5441 50-54                    Male                       France
## 5442 22-24                    Male                        China
## 5443 22-24                  Female                        India
## 5444 25-29                    Male                       Russia
## 5445 25-29                    Male                      Germany
## 5446 22-24                    Male                        China
## 5447 18-21                    Male                    Australia
## 5448 18-21 Prefer to self-describe                     Pakistan
## 5449 25-29                    Male                        India
## 5450 40-44                    Male                        Italy
## 5451 35-39                    Male                        Spain
## 5452 35-39                    Male                        China
## 5453 35-39                  Female                       Greece
## 5454 35-39                    Male                        India
## 5455 25-29                    Male                       Sweden
## 5456 25-29                  Female                       Russia
## 5457 40-44                    Male                        Other
## 5458 22-24                    Male                        India
## 5459 22-24                  Female                        India
## 5460 30-34                    Male                        Italy
## 5461 25-29                    Male               United Kingdom
## 5462 30-34                    Male               United Kingdom
## 5463 30-34                  Female                        India
## 5464 22-24                  Female                   Bangladesh
## 5465 30-34                  Female                 South Africa
## 5466 18-21                    Male Iran, Islamic Republic of...
## 5467 22-24                  Female                      Ukraine
## 5468 22-24                    Male                  South Korea
## 5469 50-54                    Male                       Norway
## 5470 35-39                    Male                      Romania
## 5471 30-34                    Male                        India
## 5472 18-21                    Male                        India
## 5473 25-29                    Male                       Russia
## 5474 40-44                    Male                 South Africa
## 5475 30-34                    Male                       Poland
## 5476 30-34                    Male                        India
## 5477 40-44                  Female                        Spain
## 5478 25-29                    Male                       France
## 5479 30-34                    Male                       France
## 5480 25-29                    Male            Republic of Korea
## 5481 40-44                    Male                       Taiwan
## 5482 40-44                    Male                        Japan
## 5483 40-44                    Male               United Kingdom
## 5484 22-24                    Male                      Algeria
## 5485 40-44                    Male                        Other
## 5486 25-29                    Male                      Germany
## 5487 40-44                  Female                     Portugal
## 5488 25-29                  Female                       Canada
## 5489   70+                    Male                       Russia
## 5490 35-39                  Female                      Algeria
## 5491 25-29                    Male                       France
## 5492 22-24                    Male                        Kenya
## 5493 30-34                    Male                        China
## 5494 55-59                    Male                        Egypt
## 5495 25-29                    Male                     Portugal
## 5496 30-34                    Male                        India
## 5497 25-29                    Male                    Indonesia
## 5498 30-34                    Male                       Russia
## 5499 22-24                    Male                       Brazil
## 5500 18-21                  Female                        India
## 5501 30-34                  Female                       Russia
## 5502 25-29                    Male                        India
## 5503 40-44                    Male                        Other
## 5504 30-34                    Male                        India
## 5505 22-24                  Female                        India
## 5506 60-69                    Male                        Japan
## 5507 22-24                  Female                        India
## 5508 30-34                    Male                    Indonesia
## 5509 25-29                    Male                        India
## 5510 30-34                    Male                      Ireland
## 5511 30-34                    Male                     Pakistan
## 5512 45-49                  Female                       Russia
## 5513 18-21                    Male                        India
## 5514 55-59                    Male                       France
## 5515 60-69                    Male                        Other
## 5516 25-29                    Male                       Poland
## 5517 22-24                    Male                        India
## 5518 30-34                    Male                        India
## 5519 25-29                    Male               United Kingdom
## 5520 50-54                    Male                        India
## 5521 30-34                  Female                  South Korea
## 5522 18-21                    Male     United States of America
## 5523 35-39                    Male                       Taiwan
## 5524 25-29                    Male                        India
## 5525 25-29                    Male                        India
## 5526 40-44                    Male               Czech Republic
## 5527 45-49                    Male               United Kingdom
## 5528 35-39                    Male                      Nigeria
## 5529 22-24                    Male                        India
## 5530 40-44                    Male                        Spain
## 5531 22-24                  Female                        India
## 5532 40-44                    Male                      Ukraine
## 5533 55-59                    Male                       France
## 5534 22-24                    Male                        India
## 5535 35-39                    Male                     Pakistan
## 5536 30-34                    Male                       Israel
## 5537 50-54                    Male                      Germany
## 5538 25-29                    Male                       Taiwan
## 5539 18-21                    Male                        India
## 5540 22-24                    Male                     Pakistan
## 5541 40-44                    Male                        India
## 5542 22-24                    Male                        India
## 5543 35-39                    Male                        India
## 5544 30-34                    Male                        India
## 5545 25-29                    Male                        India
## 5546 18-21                  Female                        India
## 5547 25-29       Prefer not to say                        India
## 5548 35-39                    Male               United Kingdom
## 5549 22-24                    Male                        Other
## 5550 35-39                    Male                      Nigeria
## 5551 30-34                    Male                 Saudi Arabia
## 5552 18-21                    Male                        India
## 5553 50-54                    Male                  Netherlands
## 5554 18-21                    Male                        India
## 5555 22-24                    Male                        Other
## 5556 22-24                    Male                        China
## 5557 30-34                    Male                        Other
## 5558 35-39                    Male                      Denmark
## 5559 35-39                  Female               United Kingdom
## 5560 18-21                    Male                       Brazil
## 5561 22-24                    Male                        India
## 5562 25-29                    Male                      Germany
## 5563 25-29                  Female                        Spain
## 5564 18-21                    Male                      Nigeria
## 5565 35-39                    Male                 Saudi Arabia
## 5566 25-29                    Male                      Nigeria
## 5567 25-29                  Female               Czech Republic
## 5568 40-44                    Male               United Kingdom
## 5569 40-44       Prefer not to say                     Thailand
## 5570 25-29                    Male                        Japan
## 5571 25-29                    Male                  South Korea
## 5572 45-49                    Male                        India
## 5573 30-34                  Female                    Australia
## 5574 40-44                  Female                      Germany
## 5575 22-24                    Male                        Other
## 5576 25-29                    Male               United Kingdom
## 5577 30-34                    Male                        Japan
## 5578 30-34                    Male                 South Africa
## 5579 22-24                    Male                       Russia
## 5580 25-29                    Male                        Other
## 5581 45-49                    Male                     Portugal
## 5582 35-39                    Male                       Russia
## 5583 25-29                    Male                        Other
## 5584 22-24                  Female                        India
## 5585 50-54                    Male                        Other
## 5586 50-54                    Male                      Belgium
## 5587 35-39                    Male                        Kenya
## 5588 35-39                    Male                        India
## 5589 30-34                  Female                       Israel
## 5590 35-39       Prefer not to say                        Other
## 5591 30-34                    Male               United Kingdom
## 5592 18-21                    Male                        India
## 5593 25-29                    Male                        Other
## 5594 25-29                    Male                        India
## 5595 35-39                    Male                 Saudi Arabia
## 5596 35-39                    Male                       Brazil
## 5597 50-54                    Male                       Israel
## 5598 35-39                    Male                       Turkey
## 5599 25-29                    Male                        China
## 5600 50-54                    Male                      Belgium
## 5601 18-21                    Male                        India
## 5602 35-39                    Male               United Kingdom
## 5603 40-44                    Male                        India
## 5604 30-34                    Male               United Kingdom
## 5605 22-24                    Male                        India
## 5606 45-49                    Male                       Brazil
## 5607 30-34                    Male                       Russia
## 5608 25-29                    Male                        China
## 5609 25-29                    Male                        Other
## 5610 40-44                    Male               United Kingdom
## 5611 45-49                    Male                        India
## 5612 18-21                    Male                        India
## 5613 40-44                    Male                       France
## 5614 25-29                    Male                        Italy
## 5615 25-29                    Male                        Japan
## 5616 22-24                    Male                        India
## 5617 22-24                    Male                  South Korea
## 5618 18-21                    Male                        India
## 5619 18-21                    Male                        India
## 5620 35-39                    Male                       Brazil
## 5621 22-24                    Male                        China
## 5622 25-29                    Male                      Nigeria
## 5623 45-49                    Male                       Brazil
## 5624 18-21                    Male                        India
## 5625 35-39                  Female                      Germany
## 5626 25-29                    Male                        Japan
## 5627 25-29                    Male                       Brazil
## 5628 25-29                    Male                 Saudi Arabia
## 5629 30-34                    Male                       Poland
## 5630 25-29                    Male     United States of America
## 5631 40-44                    Male                        India
## 5632 18-21                  Female                        India
## 5633 35-39                    Male                        India
## 5634 55-59                    Male                    Singapore
## 5635 40-44                    Male     United States of America
## 5636 22-24                    Male                       Canada
## 5637 25-29                  Female                      Nigeria
## 5638 25-29                    Male     United States of America
## 5639 35-39                    Male                        India
## 5640 40-44                    Male                        India
## 5641 35-39                    Male                       Greece
## 5642 35-39                  Female     United States of America
## 5643 18-21                    Male                        India
## 5644 18-21                    Male                     Pakistan
## 5645 25-29                    Male                        India
## 5646 40-44                    Male                     Colombia
## 5647 22-24                    Male                     Viet Nam
## 5648 30-34                    Male Iran, Islamic Republic of...
## 5649 25-29                  Female     United States of America
## 5650 18-21                    Male                      Tunisia
## 5651 35-39                    Male     United States of America
## 5652   70+                    Male                       Russia
## 5653 18-21                    Male                        Italy
## 5654 25-29                    Male                        Kenya
## 5655 45-49                    Male                  South Korea
## 5656 30-34                    Male     United States of America
## 5657 22-24                    Male                      Germany
## 5658 18-21                    Male                        India
## 5659 35-39                    Male                       France
## 5660 25-29                  Female                        India
## 5661 25-29                    Male                   Bangladesh
## 5662 25-29                    Male                        India
## 5663 60-69                    Male                       Brazil
## 5664 35-39                    Male                       Mexico
## 5665 30-34                    Male                 South Africa
## 5666 22-24                    Male                        India
## 5667 22-24                    Male                        China
## 5668 35-39                    Male     United States of America
## 5669 40-44                    Male               United Kingdom
## 5670 25-29                    Male                      Nigeria
## 5671 35-39                    Male                      Nigeria
## 5672 18-21                  Female                        India
## 5673 22-24                    Male                        India
## 5674 55-59                    Male     United States of America
## 5675 35-39                  Female     United States of America
## 5676 30-34                    Male                      Austria
## 5677 18-21                    Male                        India
## 5678 35-39                    Male                        Spain
## 5679 25-29                  Female     United States of America
## 5680 22-24                    Male Iran, Islamic Republic of...
## 5681 30-34                  Female     United States of America
## 5682 22-24                    Male                        India
## 5683 22-24                    Male                        India
## 5684 50-54                    Male     United States of America
## 5685 30-34                    Male                       Russia
## 5686 18-21                    Male                        China
## 5687 25-29                    Male                       Canada
## 5688 25-29                    Male                        Japan
## 5689 25-29                  Female                 South Africa
## 5690 25-29                    Male                       Israel
## 5691 30-34                    Male                        Other
## 5692 30-34                    Male     United States of America
## 5693 18-21                    Male                       Brazil
## 5694 18-21                    Male                        India
## 5695 35-39                    Male               United Kingdom
## 5696 25-29                    Male                       Brazil
## 5697 25-29                  Female                    Argentina
## 5698 30-34                    Male                        India
## 5699 25-29                  Female     United States of America
## 5700 25-29                    Male                      Ukraine
## 5701 18-21                    Male                        India
## 5702 30-34                    Male                        India
## 5703 18-21                    Male                    Indonesia
## 5704 40-44                  Female                        India
## 5705 25-29                    Male                       Canada
## 5706 18-21                    Male                       Brazil
## 5707 25-29                    Male                       Brazil
## 5708 40-44                    Male                       Brazil
## 5709 50-54                    Male                      Ireland
## 5710 25-29                    Male                       Brazil
## 5711 35-39                    Male     United States of America
## 5712 35-39                    Male                       Brazil
## 5713 25-29                    Male                        India
## 5714 45-49                    Male     United States of America
## 5715 30-34                    Male                       Turkey
## 5716 40-44                    Male                       France
## 5717 25-29                    Male                  Philippines
## 5718 60-69                    Male                       Brazil
## 5719 25-29                    Male     United States of America
## 5720 22-24                    Male                    Singapore
## 5721 18-21                    Male                        India
## 5722 25-29                    Male                        India
## 5723 45-49                    Male                        Japan
## 5724 35-39                    Male                        Italy
## 5725 30-34                    Male                       Turkey
## 5726 18-21                    Male                        India
## 5727 30-34                  Female                        Other
## 5728 18-21                    Male                      Nigeria
## 5729 35-39       Prefer not to say                        India
## 5730 30-34                    Male                        India
## 5731 30-34                  Female                      Germany
## 5732 30-34                    Male                        India
## 5733 25-29                    Male                      Germany
## 5734 22-24                    Male                        India
## 5735 60-69                    Male                       Canada
## 5736 25-29                    Male                       Brazil
## 5737 25-29                    Male                        India
## 5738 30-34                    Male                      Hungary
## 5739 30-34                    Male     United States of America
## 5740 25-29                    Male                     Colombia
## 5741 30-34                    Male                        India
## 5742 18-21                    Male                        India
## 5743 25-29                    Male     United States of America
## 5744 25-29                  Female                      Nigeria
## 5745 18-21                  Female                        India
## 5746 22-24                    Male                       Canada
## 5747 18-21                    Male                        India
## 5748 18-21                    Male                        India
## 5749 25-29                    Male                 South Africa
## 5750 40-44                    Male                       Brazil
## 5751 40-44                    Male                      Germany
## 5752 30-34                    Male                        China
## 5753 22-24                    Male                        India
## 5754 45-49                    Male                        Italy
## 5755 18-21                  Female                  Philippines
## 5756 25-29                  Female                     Pakistan
## 5757 25-29                    Male                        India
## 5758 35-39                    Male     United States of America
## 5759 22-24                    Male                      Germany
## 5760 30-34                    Male                    Singapore
## 5761 45-49                    Male                       Canada
## 5762 30-34                    Male     United States of America
## 5763 25-29                    Male                      Nigeria
## 5764   70+                    Male                  Netherlands
## 5765 25-29                    Male                        India
## 5766 30-34                    Male     United States of America
## 5767 30-34                    Male                        Spain
## 5768 18-21                    Male                      Nigeria
## 5769 18-21                    Male                        India
## 5770 45-49                    Male                       Brazil
## 5771 25-29                    Male Iran, Islamic Republic of...
## 5772 30-34                    Male                        India
## 5773 35-39                    Male               United Kingdom
## 5774 22-24                    Male                       France
## 5775 25-29                    Male                     Pakistan
## 5776 22-24                    Male                        Other
## 5777 25-29                    Male     United States of America
## 5778 30-34                    Male                        India
## 5779 18-21                    Male                        India
## 5780 40-44                    Male                        India
## 5781 25-29                    Male                  Netherlands
## 5782 35-39                    Male                        India
## 5783 35-39                  Female     United States of America
## 5784 30-34                    Male                  Netherlands
## 5785 25-29                    Male     United States of America
## 5786 35-39                    Male                        Other
## 5787 22-24                    Male                       Turkey
## 5788 35-39                    Male                      Romania
## 5789 50-54                    Male                        Other
## 5790 25-29                    Male                     Portugal
## 5791 55-59                    Male                       Brazil
## 5792 22-24                    Male                      Morocco
## 5793 18-21                    Male                        India
## 5794 25-29                    Male                        India
## 5795 30-34                    Male                        Chile
## 5796 30-34                  Female                        India
## 5797 25-29 Prefer to self-describe     United States of America
## 5798 25-29                    Male                      Germany
## 5799 40-44                    Male     United States of America
## 5800 25-29                    Male                       France
## 5801 30-34                  Female                       Canada
## 5802 22-24                    Male Iran, Islamic Republic of...
## 5803 18-21                    Male                        India
## 5804 22-24                  Female                      Tunisia
## 5805 22-24                    Male                     Thailand
## 5806 25-29                    Male     United States of America
## 5807 25-29                    Male                      Romania
## 5808 45-49                    Male                     Portugal
## 5809 40-44                    Male                       Brazil
## 5810 30-34                    Male                        India
## 5811 25-29                    Male                        India
## 5812 40-44                  Female                      Ireland
## 5813 40-44                    Male     United States of America
## 5814 30-34                    Male                        India
## 5815 30-34                    Male                        India
## 5816 50-54                    Male                    Argentina
## 5817 22-24                    Male                        India
## 5818 35-39                    Male     United States of America
## 5819 30-34                    Male                    Australia
## 5820 25-29                    Male     United States of America
## 5821 35-39                    Male                     Colombia
## 5822 22-24                    Male                        India
## 5823 25-29                    Male                        India
## 5824 25-29                    Male                        India
## 5825 22-24                    Male                        India
## 5826 30-34                    Male                      Ukraine
## 5827 25-29                    Male                       Turkey
## 5828 50-54                    Male     United States of America
## 5829 50-54                    Male                      Hungary
## 5830 35-39                    Male     United States of America
## 5831 18-21                  Female                        India
## 5832 25-29                    Male                      Belgium
## 5833 22-24                    Male                       Greece
## 5834 22-24                    Male                       Poland
## 5835 25-29                    Male                        India
## 5836 30-34                    Male                        India
## 5837 40-44                    Male                       Brazil
## 5838 30-34                    Male                        Other
## 5839 30-34                    Male                        Other
## 5840 22-24                  Female                        India
## 5841 45-49                  Female                    Indonesia
## 5842 30-34                  Female     United States of America
## 5843 55-59                    Male     United States of America
## 5844 50-54                    Male                       Israel
## 5845 55-59                    Male     United States of America
## 5846 25-29                    Male                        India
## 5847 40-44                    Male     United States of America
## 5848 18-21                    Male     United States of America
## 5849 30-34                  Female                       Brazil
## 5850 18-21                  Female     United States of America
## 5851 25-29                    Male                        Kenya
## 5852 45-49                    Male                       Brazil
## 5853 30-34                    Male                        India
## 5854 45-49                    Male     United States of America
## 5855 45-49                    Male     United States of America
## 5856 18-21       Prefer not to say                        India
## 5857 35-39                    Male                      Ukraine
## 5858 22-24                    Male                        Other
## 5859 18-21                    Male                        India
## 5860 22-24                    Male                     Pakistan
## 5861 40-44                    Male     United States of America
## 5862 18-21                  Female                    Indonesia
## 5863 40-44                    Male                       Israel
## 5864 45-49                    Male                       Brazil
## 5865 18-21                    Male                        India
## 5866 40-44                    Male                       Brazil
## 5867 30-34                    Male     United States of America
## 5868 40-44                    Male                       Poland
## 5869 18-21                    Male                        Other
## 5870 25-29                    Male                       Poland
## 5871 30-34                    Male     United States of America
## 5872 45-49                    Male                        Italy
## 5873 30-34                    Male                       Greece
## 5874 22-24                  Female                        India
## 5875 45-49                    Male                       Sweden
## 5876 30-34                    Male                        Other
## 5877 55-59                    Male                      Germany
## 5878 35-39                    Male     United States of America
## 5879 30-34                  Female     United States of America
## 5880 18-21                    Male                        India
## 5881 35-39                    Male                       Brazil
## 5882 22-24                    Male                        India
## 5883 25-29                    Male                 South Africa
## 5884 22-24                    Male     United States of America
## 5885 25-29                  Female                       Mexico
## 5886 18-21                    Male                        India
## 5887 50-54                    Male     United States of America
## 5888 50-54                    Male     United States of America
## 5889 40-44                    Male     United States of America
## 5890 40-44                    Male                       Sweden
## 5891 40-44                    Male                       Poland
## 5892 25-29                    Male     United States of America
## 5893 40-44                    Male                       Brazil
## 5894 30-34                    Male     United States of America
## 5895 35-39                  Female                        Other
## 5896 22-24                  Female                        India
## 5897 18-21                    Male                       Brazil
## 5898 25-29                    Male                        Spain
## 5899 25-29                  Female                       Brazil
## 5900 30-34                  Female     United States of America
## 5901 22-24                    Male                       Turkey
## 5902 40-44                    Male                       France
## 5903 55-59                    Male     United States of America
## 5904 30-34                    Male                       France
## 5905 35-39                    Male                        Other
## 5906 25-29                    Male     United States of America
## 5907 18-21                    Male                        India
## 5908 25-29                    Male                        Other
## 5909 30-34                    Male                      Nigeria
## 5910 30-34                    Male     United States of America
## 5911 35-39                    Male                       France
## 5912 30-34                    Male               Czech Republic
## 5913 25-29                    Male               United Kingdom
## 5914 40-44                    Male                       Brazil
## 5915 30-34                  Female     United States of America
## 5916 35-39                    Male                       Canada
## 5917 35-39                  Female     United States of America
## 5918 35-39                    Male                        Italy
## 5919 30-34                    Male     United States of America
## 5920 25-29                    Male     United States of America
## 5921 25-29                    Male                       Brazil
## 5922 30-34                    Male                        Other
## 5923 30-34                    Male     United States of America
## 5924 35-39                  Female     United States of America
## 5925 50-54                    Male                        Spain
## 5926 22-24                    Male                        India
## 5927 35-39                    Male     United States of America
## 5928 22-24                    Male                        Egypt
## 5929 60-69                    Male                    Australia
## 5930 25-29                    Male     United States of America
## 5931 40-44                    Male     United States of America
## 5932 50-54                    Male                        Chile
## 5933 30-34                    Male                        Italy
## 5934 30-34                    Male     United States of America
## 5935 25-29                    Male     United States of America
## 5936 22-24                    Male     United States of America
## 5937 30-34                    Male     United States of America
## 5938 30-34                    Male                       Canada
## 5939 18-21                    Male                        India
## 5940 50-54                    Male                       France
## 5941 25-29                    Male     United States of America
## 5942 22-24                    Male                        Spain
## 5943 25-29                    Male                      Nigeria
## 5944 35-39                    Male                    Australia
## 5945 25-29                    Male                        Chile
## 5946 30-34                    Male                        India
## 5947 25-29                  Female     United States of America
## 5948 30-34                  Female     United States of America
## 5949 22-24                    Male                        India
## 5950 40-44       Prefer not to say                      Ireland
## 5951 60-69                    Male Iran, Islamic Republic of...
## 5952 35-39                  Female                         Peru
## 5953 35-39                    Male     United States of America
## 5954 30-34                    Male                    Australia
## 5955 40-44                    Male     United States of America
## 5956 25-29                  Female                 South Africa
## 5957 45-49                    Male                        Italy
## 5958 40-44                    Male                        Japan
## 5959 35-39                    Male                       Taiwan
## 5960 25-29                    Male                       Canada
## 5961 55-59                  Female     United States of America
## 5962 55-59                    Male                  New Zealand
## 5963 25-29                    Male                       Turkey
## 5964 45-49                  Female     United States of America
## 5965 18-21                    Male                       Brazil
## 5966 45-49                    Male     United States of America
## 5967 40-44                    Male                     Malaysia
## 5968 30-34                    Male                     Colombia
## 5969 35-39                  Female                       Mexico
## 5970 25-29                  Female                        India
## 5971 30-34                    Male     United States of America
## 5972 35-39                    Male     United States of America
## 5973 22-24                    Male     United States of America
## 5974 30-34                    Male                     Thailand
## 5975 25-29                    Male                     Viet Nam
## 5976 30-34                    Male     United States of America
## 5977 45-49                    Male                        Other
## 5978 25-29                    Male     United States of America
## 5979 25-29                    Male                       Brazil
## 5980 25-29                    Male     United States of America
## 5981 22-24                  Female                     Colombia
## 5982 25-29                    Male     United States of America
## 5983 35-39                    Male                        Japan
## 5984 25-29                  Female                        India
## 5985 55-59                    Male     United States of America
## 5986 40-44                    Male                        India
## 5987 25-29                    Male                       Mexico
## 5988 30-34                    Male                    Australia
## 5989 30-34                    Male                        China
## 5990 45-49                  Female                       Canada
## 5991 30-34                    Male                       Brazil
## 5992 45-49                    Male                       Turkey
## 5993 18-21                    Male                        India
## 5994 50-54       Prefer not to say     United States of America
## 5995 30-34                    Male                        India
## 5996 22-24                    Male                       Brazil
## 5997 30-34                    Male     United States of America
## 5998 22-24                    Male                        Japan
## 5999 18-21                    Male                        India
## 6000 35-39                  Female     United States of America
## 6001 22-24       Prefer not to say                        China
## 6002 30-34                    Male                       Brazil
## 6003 18-21                    Male                        India
## 6004 35-39                    Male                       Russia
## 6005 25-29                    Male                        India
## 6006 30-34                    Male                       Canada
## 6007 22-24                    Male     United States of America
## 6008 55-59                    Male     United States of America
## 6009 25-29                    Male                   Bangladesh
## 6010 22-24                  Female                        India
## 6011 35-39                  Female     United States of America
## 6012 25-29                    Male                        Other
## 6013 40-44                    Male                        India
## 6014 30-34                    Male                        Other
## 6015 18-21                    Male                        India
## 6016 40-44                    Male     United States of America
## 6017 30-34                    Male                        India
## 6018 18-21                  Female                        China
## 6019 22-24                    Male                        Spain
## 6020 25-29                    Male                        Kenya
## 6021 18-21                    Male                        India
## 6022 30-34                    Male                 South Africa
## 6023 30-34                    Male                        Other
## 6024 40-44                    Male                        India
## 6025 35-39                    Male                    Australia
## 6026 22-24                    Male                        India
## 6027 30-34                  Female                       Turkey
## 6028 30-34                  Female                        India
## 6029 30-34                  Female                      Germany
## 6030 25-29                    Male                        India
## 6031 30-34                  Female                        China
## 6032 18-21                    Male                       Canada
## 6033 30-34                    Male     United States of America
## 6034 18-21                  Female                        India
## 6035 22-24                    Male                        India
## 6036 35-39                    Male               Czech Republic
## 6037 25-29                    Male                     Thailand
## 6038 18-21                    Male                        India
## 6039 25-29                    Male                        Other
## 6040 18-21                    Male                        India
## 6041 18-21                    Male                        India
## 6042 25-29                    Male                      Nigeria
## 6043 18-21                  Female                        India
## 6044 35-39                  Female                      Germany
## 6045 35-39                    Male                      Germany
## 6046 25-29                    Male                        India
## 6047 25-29                    Male                     Pakistan
## 6048 40-44                  Female                      Germany
## 6049 35-39                    Male                  South Korea
## 6050 40-44                    Male                        Other
## 6051 22-24                    Male                        India
## 6052 22-24                    Male                  South Korea
## 6053 25-29                    Male                        India
## 6054 18-21                  Female                        India
## 6055 22-24       Prefer not to say                     Malaysia
## 6056 35-39                    Male                        Other
## 6057 40-44                    Male                    Indonesia
## 6058 35-39                  Female                        India
## 6059 22-24                  Female                       Poland
## 6060 30-34                    Male                       Russia
## 6061 18-21                    Male                      Nigeria
## 6062 25-29                  Female                 South Africa
## 6063 35-39                    Male                        Other
## 6064 22-24                    Male                        India
## 6065 45-49                    Male                        Italy
## 6066 35-39                    Male                      Germany
## 6067 30-34                    Male                  Netherlands
## 6068 35-39                    Male                      Nigeria
## 6069 22-24                    Male                        Other
## 6070 35-39                    Male                       Greece
## 6071 18-21                    Male                        Other
## 6072 35-39                  Female                       France
## 6073 18-21                  Female                        India
## 6074 50-54                    Male                        Spain
## 6075 18-21                    Male                        India
## 6076 25-29                    Male                  South Korea
## 6077 30-34                    Male               United Kingdom
## 6078 30-34                  Female                        India
## 6079 40-44                    Male               United Kingdom
## 6080 30-34                    Male                        Italy
## 6081 30-34                    Male                       Russia
## 6082 30-34                    Male                     Portugal
## 6083 22-24                    Male                      Nigeria
## 6084 25-29                    Male                        China
## 6085 22-24                  Female                      Nigeria
## 6086 18-21                    Male                        India
## 6087 22-24                    Male                       Turkey
## 6088 35-39                    Male                        India
## 6089 30-34                    Male                        Kenya
## 6090 30-34                  Female               United Kingdom
## 6091 30-34                    Male                        India
## 6092 18-21                    Male                        India
## 6093 40-44                    Male                 South Africa
## 6094 30-34                  Female                        Italy
## 6095 50-54                    Male               Czech Republic
## 6096 22-24                    Male                     Pakistan
## 6097 30-34                    Male                        Italy
## 6098 35-39                    Male                        India
## 6099 22-24                    Male                        Other
## 6100 18-21                    Male                        India
## 6101 40-44                    Male                  Netherlands
## 6102 25-29                    Male                        India
## 6103 18-21                    Male                        China
## 6104 40-44                    Male                       Poland
## 6105 22-24                    Male                        Spain
## 6106 22-24                  Female                       Russia
## 6107 22-24                    Male                       France
## 6108 30-34                    Male                  South Korea
## 6109 35-39                    Male                        India
## 6110 40-44                  Female                        Other
## 6111 35-39                    Male                       Norway
## 6112 18-21                    Male                        India
## 6113 60-69                    Male                       Canada
## 6114 40-44                    Male                       Turkey
## 6115 50-54                    Male                      Belgium
## 6116 35-39                    Male                        Other
## 6117 30-34                    Male                        India
## 6118 25-29                  Female                        India
## 6119 25-29                  Female                       Russia
## 6120 22-24                    Male                       Brazil
## 6121 22-24                  Female                        India
## 6122 18-21                    Male                      Ukraine
## 6123 22-24                    Male                        Spain
## 6124 25-29                    Male                       Turkey
## 6125 25-29                    Male                      Ukraine
## 6126 40-44                    Male                        Other
## 6127 35-39                    Male           Hong Kong (S.A.R.)
## 6128 40-44                    Male     United States of America
## 6129 30-34                    Male                    Australia
## 6130 30-34                    Male                        Other
## 6131 30-34                    Male                       Norway
## 6132 22-24                    Male                        Kenya
## 6133 25-29                    Male                      Morocco
## 6134 18-21                    Male                        India
## 6135 40-44                    Male                        Other
## 6136 22-24                  Female                        India
## 6137 45-49                    Male     United States of America
## 6138 35-39                    Male                       Brazil
## 6139 30-34                    Male                       Brazil
## 6140 30-34                    Male                        Italy
## 6141 35-39                    Male                 South Africa
## 6142 50-54       Prefer not to say                        India
## 6143 25-29                    Male                      Austria
## 6144 30-34                    Male                    Australia
## 6145 22-24                    Male                        India
## 6146 22-24                  Female                        Other
## 6147 45-49                    Male               United Kingdom
## 6148 55-59                    Male                        Japan
## 6149 18-21                    Male                        India
## 6150 22-24                    Male                        Other
## 6151 35-39                    Male                      Germany
## 6152 50-54                    Male                        Spain
## 6153 30-34                    Male                        Egypt
## 6154 45-49                    Male                    Argentina
## 6155 30-34                    Male           Hong Kong (S.A.R.)
## 6156 30-34                    Male     United States of America
## 6157 30-34                    Male     United States of America
## 6158 18-21                    Male                       Brazil
## 6159 25-29                  Female                        India
## 6160 30-34                    Male     United States of America
## 6161 25-29                    Male                        China
## 6162 22-24                    Male                        India
## 6163 18-21                    Male                        Spain
## 6164 60-69                    Male     United States of America
## 6165 25-29                    Male                       Brazil
## 6166 25-29                    Male                        Chile
## 6167 40-44                    Male                        India
## 6168 22-24                    Male     United States of America
## 6169 18-21                  Female                       Taiwan
## 6170 35-39                  Female     United States of America
## 6171 35-39                    Male                        India
## 6172 30-34                    Male                      Nigeria
## 6173 25-29                    Male               United Kingdom
## 6174 30-34                    Male                       Brazil
## 6175 60-69                    Male                      Belarus
## 6176 40-44                    Male                       Brazil
## 6177 25-29                    Male                 South Africa
## 6178 22-24                  Female                       Poland
## 6179 22-24                  Female                        India
## 6180 30-34                    Male                     Portugal
## 6181 25-29                  Female                  Netherlands
## 6182 55-59                    Male                    Singapore
## 6183 30-34                    Male                        China
## 6184 22-24                    Male                        India
## 6185 30-34                    Male                        India
## 6186 45-49                    Male     United States of America
## 6187 30-34                    Male                       Poland
## 6188 25-29                    Male                       Brazil
## 6189 22-24                    Male                        India
## 6190 40-44                    Male                       Russia
## 6191 45-49                    Male     United States of America
## 6192 25-29                    Male     United States of America
## 6193 30-34                    Male                       Mexico
## 6194 30-34                    Male                        India
## 6195 30-34                    Male                       Canada
## 6196 22-24                  Female     United States of America
## 6197 35-39                    Male                  Netherlands
## 6198 35-39                    Male                       Brazil
## 6199 35-39                  Female               United Kingdom
## 6200 30-34                    Male                        Other
## 6201 18-21                    Male                        India
## 6202 25-29                    Male     United States of America
## 6203 18-21                    Male               United Kingdom
## 6204 35-39                    Male                        India
## 6205 30-34                    Male                        India
## 6206 25-29                    Male                    Indonesia
## 6207 22-24                    Male                        China
## 6208 60-69                  Female                  South Korea
## 6209 35-39                    Male                       Poland
## 6210 25-29                    Male                        India
## 6211 40-44                  Female                     Portugal
## 6212 40-44                    Male     United States of America
## 6213 25-29                    Male                        China
## 6214 60-69                    Male                       Canada
## 6215 22-24                    Male                        India
## 6216 30-34                    Male                       Canada
## 6217 35-39                    Male     United States of America
## 6218 25-29                  Female                        India
## 6219 30-34                    Male                      Ukraine
## 6220 35-39                    Male                        India
## 6221 25-29                    Male                  Netherlands
## 6222 30-34                    Male                      Germany
## 6223 30-34                    Male                       Brazil
## 6224 50-54                    Male     United States of America
## 6225 40-44                    Male                     Portugal
## 6226 30-34                    Male                        Other
## 6227 30-34                  Female     United States of America
## 6228 18-21                    Male                        India
## 6229 25-29                    Male                       Mexico
## 6230 25-29                    Male                      Nigeria
## 6231 18-21       Prefer not to say                        India
## 6232 30-34                    Male                     Colombia
## 6233 30-34                  Female     United States of America
## 6234 25-29                    Male     United States of America
## 6235 40-44                    Male                  Philippines
## 6236 35-39                    Male                      Hungary
## 6237 40-44                    Male                        India
## 6238 60-69                    Male                        Japan
## 6239 22-24                    Male                     Pakistan
## 6240 35-39                    Male                        India
## 6241 30-34                    Male                       Brazil
## 6242 60-69                    Male                  Netherlands
## 6243 30-34                    Male                       Greece
## 6244 18-21                    Male                        India
## 6245 60-69                    Male     United States of America
## 6246 30-34                    Male                        Japan
## 6247 22-24                    Male     United States of America
## 6248 30-34                    Male                      Germany
## 6249 55-59                    Male     United States of America
## 6250 30-34                    Male                       Mexico
## 6251 35-39                    Male                  Netherlands
## 6252 18-21                    Male                        India
## 6253 30-34                  Female                        Japan
## 6254 22-24                    Male                    Indonesia
## 6255 22-24                    Male                        Other
## 6256 40-44                    Male                     Colombia
## 6257 40-44                    Male                       Mexico
## 6258 22-24                    Male     United States of America
## 6259 35-39                    Male     United States of America
## 6260 25-29                  Female     United States of America
## 6261 30-34                    Male                       Poland
## 6262 35-39                    Male                      Germany
## 6263 35-39                    Male                      Germany
## 6264 25-29                    Male                  Philippines
## 6265 30-34                    Male     United States of America
## 6266 25-29                    Male                       Poland
## 6267 35-39                    Male     United States of America
## 6268 30-34                  Female                      Germany
## 6269 22-24                    Male                        Other
## 6270 25-29       Prefer not to say                      Denmark
## 6271 25-29                    Male     United States of America
## 6272 18-21                    Male     United States of America
## 6273 40-44                    Male     United States of America
## 6274 40-44                    Male     United States of America
## 6275 60-69                    Male                         Peru
## 6276 22-24                    Male     United States of America
## 6277 22-24                    Male     United States of America
## 6278 30-34                    Male     United States of America
## 6279 25-29                    Male                       Russia
## 6280 22-24                    Male                     Viet Nam
## 6281 60-69                  Female                       Canada
## 6282 25-29                    Male                  Philippines
## 6283 25-29                    Male     United States of America
## 6284 30-34                    Male                        India
## 6285 18-21                    Male                      Nigeria
## 6286 25-29                    Male     United States of America
## 6287 30-34                    Male                        Japan
## 6288 30-34                    Male                    Argentina
## 6289 18-21                    Male                        India
## 6290 22-24                    Male                        India
## 6291 22-24                    Male                        India
## 6292 55-59                    Male     United States of America
## 6293 55-59                    Male                       Canada
## 6294 35-39                    Male                  South Korea
## 6295 18-21                    Male                        India
## 6296 35-39                  Female     United States of America
## 6297 18-21                    Male                        India
## 6298 35-39                    Male     United States of America
## 6299 25-29                    Male                        India
## 6300 50-54                    Male                     Thailand
## 6301 25-29                    Male                        India
## 6302 25-29                    Male                    Australia
## 6303 18-21                  Female                        India
## 6304 30-34                    Male                 Saudi Arabia
## 6305 22-24                    Male                        India
## 6306 60-69                    Male                      Ukraine
## 6307 18-21                    Male     United States of America
## 6308 30-34                    Male               United Kingdom
## 6309 50-54                    Male                      Germany
## 6310 50-54                    Male                      Germany
## 6311 18-21                    Male                        India
## 6312 22-24                  Female                        Other
## 6313 50-54                    Male                        Japan
## 6314 40-44                    Male                        Other
## 6315 22-24                    Male                        India
## 6316 30-34                    Male                       France
## 6317 40-44                    Male                       Poland
## 6318 22-24                    Male                        India
## 6319 25-29                    Male                    Singapore
## 6320 35-39                    Male                  Netherlands
## 6321 30-34                    Male     United States of America
## 6322 30-34                    Male                       France
## 6323 18-21                  Female                        India
## 6324 30-34                    Male                        China
## 6325 30-34                  Female                        India
## 6326 18-21                  Female                        India
## 6327 60-69                  Female                        Spain
## 6328 25-29                    Male                  Netherlands
## 6329 30-34                  Female                       France
## 6330 25-29                  Female                       Poland
## 6331 18-21                    Male                      Algeria
## 6332 25-29                    Male Iran, Islamic Republic of...
## 6333 30-34                  Female                        Other
## 6334 18-21                    Male                   Bangladesh
## 6335 30-34                    Male               Czech Republic
## 6336 30-34                    Male                        Japan
## 6337 30-34                    Male                        Other
## 6338 22-24                    Male                        India
## 6339 40-44                    Male                        Spain
## 6340 25-29                    Male                       Russia
## 6341 35-39                  Female                       Russia
## 6342 30-34                    Male                       Russia
## 6343 25-29                    Male     United States of America
## 6344 35-39                    Male     United States of America
## 6345 35-39                    Male     United States of America
## 6346 30-34                    Male                       Mexico
## 6347 50-54                  Female                       Canada
## 6348 22-24                  Female                        Other
## 6349 40-44                    Male               United Kingdom
## 6350 18-21                    Male                   Bangladesh
## 6351 40-44                    Male     United States of America
## 6352 35-39                    Male                      Germany
## 6353 25-29                  Female                        India
## 6354 40-44                    Male                        India
## 6355 25-29                    Male                        Other
## 6356 18-21                    Male                    Indonesia
## 6357 25-29                    Male                       Brazil
## 6358 25-29                    Male                        Other
## 6359 18-21                    Male                     Portugal
## 6360 22-24                    Male               United Kingdom
## 6361 25-29                    Male                      Germany
## 6362 40-44                    Male                       France
## 6363 40-44                  Female                       France
## 6364 22-24                    Male                         Peru
## 6365 18-21                    Male                        India
## 6366 22-24                    Male           Hong Kong (S.A.R.)
## 6367 25-29                    Male                      Algeria
## 6368 30-34                    Male                       Israel
## 6369 30-34                    Male                       Israel
## 6370 50-54                    Male                        Other
## 6371 25-29                    Male                       Sweden
## 6372 30-34                    Male                     Colombia
## 6373 22-24                    Male                     Pakistan
## 6374 30-34                    Male                       Russia
## 6375 22-24                    Male                      Nigeria
## 6376 30-34                    Male                      Ukraine
## 6377 30-34                    Male               United Kingdom
## 6378 30-34                    Male                        Other
## 6379 50-54                    Male     United States of America
## 6380 40-44                    Male                    Indonesia
## 6381 25-29                    Male                      Nigeria
## 6382 22-24                    Male                       Turkey
## 6383 50-54                    Male                       Poland
## 6384 35-39                    Male                       Israel
## 6385 30-34                    Male                       Russia
## 6386 25-29                  Female     United States of America
## 6387 55-59                    Male     United States of America
## 6388 35-39                    Male                       Brazil
## 6389 25-29                    Male                      Germany
## 6390 45-49                    Male     United States of America
## 6391 30-34                  Female                       Canada
## 6392 25-29                    Male                       Taiwan
## 6393 40-44                    Male                  South Korea
## 6394 30-34       Prefer not to say                        India
## 6395 22-24                    Male                        Japan
## 6396 50-54                    Male     United States of America
## 6397 60-69                    Male                        India
## 6398 55-59                    Male                        Japan
## 6399 55-59                    Male                       Taiwan
## 6400 25-29                    Male                        China
## 6401 30-34                    Male                        India
## 6402 50-54                    Male     United States of America
## 6403 35-39                    Male                        Japan
## 6404 55-59                    Male                    Australia
## 6405 30-34                    Male                        China
## 6406 45-49                    Male                       Canada
## 6407 60-69                    Male                       Russia
## 6408 55-59                  Female               United Kingdom
## 6409 22-24                    Male                       Turkey
## 6410 25-29                  Female                        India
## 6411 25-29                    Male                        India
## 6412 30-34                    Male                  New Zealand
## 6413 25-29                    Male               Czech Republic
## 6414 30-34                    Male                        India
## 6415 30-34                    Male                       Russia
## 6416 25-29                    Male Iran, Islamic Republic of...
## 6417 18-21                    Male                        India
## 6418 30-34                  Female                        Kenya
## 6419 30-34                    Male               Czech Republic
## 6420 25-29                    Male                        Spain
## 6421 25-29                    Male                        Other
## 6422 25-29                    Male                      Germany
## 6423 50-54                    Male                        India
## 6424 18-21                    Male                        India
## 6425 22-24                    Male                        India
## 6426 22-24                  Female                  Philippines
## 6427 35-39                    Male                        Other
## 6428 30-34                    Male                       Russia
## 6429 30-34                    Male                       Russia
## 6430 35-39                    Male           Hong Kong (S.A.R.)
## 6431 18-21                    Male                        India
## 6432 35-39                    Male                    Singapore
## 6433 22-24                  Female                        India
## 6434 45-49                    Male                        Japan
## 6435 45-49                    Male                      Algeria
## 6436 35-39                  Female                        Other
## 6437 30-34                    Male     United States of America
## 6438 25-29                    Male                        India
## 6439 22-24                    Male                        Other
## 6440 45-49                    Male                        Spain
## 6441 18-21                    Male                        India
## 6442 40-44                    Male                      Ukraine
## 6443 35-39                    Male                     Portugal
## 6444 25-29                    Male     United States of America
## 6445 40-44                  Female                        Japan
## 6446 22-24                  Female                       Taiwan
## 6447 35-39                    Male                     Colombia
## 6448 30-34                    Male                      Germany
## 6449 25-29                    Male                  Switzerland
## 6450 22-24                  Female                        Japan
## 6451 30-34                    Male                    Australia
## 6452 22-24                    Male                   Bangladesh
## 6453 25-29                    Male                        India
## 6454 18-21                    Male                        India
## 6455 40-44                  Female                      Ukraine
## 6456 18-21                    Male                        India
## 6457 25-29                    Male                        India
## 6458 22-24                    Male                        India
## 6459 22-24                  Female                        India
## 6460 25-29                  Female Iran, Islamic Republic of...
## 6461 35-39                    Male                        Spain
## 6462 25-29                    Male                        Other
## 6463 30-34                    Male                        India
## 6464 40-44                    Male     United States of America
## 6465 45-49                    Male                       Russia
## 6466 22-24                    Male                   Bangladesh
## 6467 35-39                    Male     United States of America
## 6468 25-29                    Male                    Singapore
## 6469 22-24                    Male                        India
## 6470 30-34                  Female     United States of America
## 6471 30-34                    Male                        India
## 6472 30-34                    Male                        Other
## 6473 45-49                  Female                        Spain
## 6474 25-29                  Female                       Turkey
## 6475 30-34                    Male     United States of America
## 6476 35-39                    Male                        India
## 6477 30-34                    Male                      Germany
## 6478 22-24                    Male                        India
## 6479 30-34                    Male                  Netherlands
## 6480 25-29                    Male                        Other
## 6481 35-39                  Female               United Kingdom
## 6482 22-24                    Male                       Mexico
## 6483 30-34                  Female                        Kenya
## 6484 35-39                  Female                       Norway
## 6485 35-39                    Male                      Nigeria
## 6486 25-29                    Male                     Colombia
## 6487 22-24                    Male                        Other
## 6488 30-34                    Male               United Kingdom
## 6489 35-39                  Female                  South Korea
## 6490 50-54                  Female     United States of America
## 6491 30-34                    Male                    Singapore
## 6492 35-39                    Male     United States of America
## 6493 45-49                  Female                  South Korea
## 6494 35-39                    Male     United States of America
## 6495 30-34                    Male                    Singapore
## 6496 22-24                  Female                        India
## 6497 22-24                    Male     United States of America
## 6498 18-21       Prefer not to say                        China
## 6499 35-39                    Male     United States of America
## 6500 25-29                    Male                  South Korea
## 6501 25-29                    Male     United States of America
## 6502 25-29                    Male                       Taiwan
## 6503 45-49                    Male     United States of America
## 6504 25-29                    Male     United States of America
## 6505 40-44                  Female                  South Korea
## 6506 25-29                    Male                    Australia
## 6507 55-59                    Male                       Taiwan
## 6508 18-21                  Female                        India
## 6509 50-54                    Male                        India
## 6510 30-34                    Male                        Other
## 6511 30-34                    Male                      Germany
## 6512 30-34                  Female                        India
## 6513 30-34                    Male                        Other
## 6514 22-24                    Male                        India
## 6515 25-29                  Female                        Other
## 6516 18-21                    Male                        India
## 6517 25-29                    Male                        Italy
## 6518 25-29                    Male     United States of America
## 6519 45-49                    Male                        Italy
## 6520 22-24                  Female                        Other
## 6521 25-29                  Female                       Russia
## 6522 40-44                    Male                        India
## 6523 30-34                    Male                        China
## 6524 25-29                    Male                        India
## 6525 18-21                    Male                       Turkey
## 6526 35-39                    Male               United Kingdom
## 6527 22-24                  Female                        India
## 6528 45-49                    Male                  Netherlands
## 6529 25-29                    Male                  Netherlands
## 6530 25-29                    Male                        Italy
## 6531 35-39                    Male                        Other
## 6532 25-29                    Male                        Italy
## 6533 25-29                    Male                      Germany
## 6534 40-44                  Female                        Other
## 6535 40-44                    Male                        Japan
## 6536 25-29                    Male                        India
## 6537 25-29                    Male                        Other
## 6538 22-24                  Female                        India
## 6539 25-29                    Male                       France
## 6540 30-34                    Male                      Ireland
## 6541 30-34                    Male                      Belgium
## 6542 18-21                    Male                        India
## 6543 60-69                    Male                        Spain
## 6544 25-29                    Male                        India
## 6545 25-29                    Male                        Other
## 6546 25-29                    Male                        Other
## 6547 22-24                    Male                     Viet Nam
## 6548 25-29                  Female                     Thailand
## 6549 25-29                    Male                        India
## 6550 25-29                    Male Iran, Islamic Republic of...
## 6551 40-44                    Male                       Russia
## 6552 22-24                  Female                        Kenya
## 6553 25-29                    Male                       Poland
## 6554 45-49                    Male                        Other
## 6555 25-29                    Male                      Morocco
## 6556 30-34                    Male                        Kenya
## 6557 30-34                  Female                      Morocco
## 6558 30-34                    Male                       Turkey
## 6559 25-29                  Female                        India
## 6560 18-21                  Female                        India
## 6561 40-44                    Male                        Other
## 6562 30-34                    Male     United States of America
## 6563 22-24                    Male                        India
## 6564 25-29                    Male                       Russia
## 6565 55-59                    Male     United States of America
## 6566 25-29                  Female                      Ireland
## 6567 25-29                    Male                        India
## 6568 22-24                    Male                        Spain
## 6569 60-69                  Female                       Greece
## 6570 22-24                    Male                      Belarus
## 6571 30-34                  Female Iran, Islamic Republic of...
## 6572 25-29                    Male                      Tunisia
## 6573 25-29                    Male                        Japan
## 6574 35-39                  Female                       Brazil
## 6575 30-34                    Male                        Chile
## 6576 35-39                    Male                      Belgium
## 6577 22-24                  Female                        India
## 6578 18-21                    Male                        Spain
## 6579 25-29                    Male                        India
## 6580 40-44                  Female                  Netherlands
## 6581 18-21                    Male                     Pakistan
## 6582 22-24                    Male                       Russia
## 6583 30-34                    Male                        India
## 6584 22-24                    Male                        Other
## 6585 25-29                    Male                        India
## 6586 25-29                    Male               United Kingdom
## 6587 25-29                    Male                       Russia
## 6588 25-29                    Male                       Mexico
## 6589 30-34                    Male                      Germany
## 6590 35-39                    Male                        Other
## 6591 30-34                    Male                       France
## 6592 22-24                  Female                        India
## 6593 18-21                    Male                        Kenya
## 6594 30-34                    Male                     Pakistan
## 6595 40-44                    Male                       Greece
## 6596 25-29                  Female                        China
## 6597 22-24                    Male                        India
## 6598 35-39                    Male                       France
## 6599 30-34                    Male                        India
## 6600 18-21                    Male                        India
## 6601 18-21                    Male                        India
## 6602 25-29                    Male     United States of America
## 6603 40-44                    Male                       Poland
## 6604 22-24                    Male                        India
## 6605 22-24                  Female     United States of America
## 6606 25-29                    Male                        Kenya
## 6607 60-69                    Male                      Ukraine
## 6608 30-34                    Male                        Italy
## 6609 30-34                    Male                       France
## 6610 25-29                    Male                        Spain
## 6611 35-39                    Male                        India
## 6612 22-24                    Male                        Other
## 6613 18-21                    Male                        India
## 6614 22-24                  Female     United States of America
## 6615 25-29                  Female                        India
## 6616 25-29                    Male                       France
## 6617 25-29                    Male                       Brazil
## 6618 30-34                    Male                       Russia
## 6619 30-34                  Female     United States of America
## 6620 30-34                    Male                        Other
## 6621 22-24                  Female                       Turkey
## 6622 30-34                    Male                        India
## 6623 22-24                    Male                        India
## 6624 25-29                    Male                        India
## 6625 22-24                    Male                        Other
## 6626 22-24                    Male     United States of America
## 6627 40-44                    Male                       Brazil
## 6628 50-54                    Male                        Other
## 6629 30-34                  Female                  Netherlands
## 6630 22-24                    Male                        India
## 6631 40-44                    Male               United Kingdom
## 6632 25-29                    Male            Republic of Korea
## 6633 25-29                    Male                      Belgium
## 6634 55-59                    Male                         Peru
## 6635 50-54                    Male     United States of America
## 6636 35-39                    Male                       Taiwan
## 6637 35-39                    Male                      Germany
## 6638 30-34                    Male                      Nigeria
## 6639 25-29                    Male                        India
## 6640 35-39                    Male                        Japan
## 6641 30-34                    Male                       Russia
## 6642 40-44                  Female                       France
## 6643 25-29                    Male                        Other
## 6644 50-54                    Male               United Kingdom
## 6645 30-34                  Female                        Spain
## 6646 35-39                  Female                        Japan
## 6647 25-29                    Male                       France
## 6648 18-21                    Male                    Australia
## 6649 30-34                    Male                        Japan
## 6650 22-24                    Male                        Other
## 6651 30-34                    Male                      Ukraine
## 6652 35-39                  Female     United States of America
## 6653 30-34                    Male                        Chile
## 6654 30-34                  Female     United States of America
## 6655 25-29                    Male                     Malaysia
## 6656 22-24                    Male                        China
## 6657 22-24                    Male                        Japan
## 6658 30-34                    Male                      Nigeria
## 6659 60-69                    Male                  Netherlands
## 6660 35-39                    Male                 Saudi Arabia
## 6661 22-24                    Male                       Turkey
## 6662 22-24                    Male                        India
## 6663 25-29       Prefer not to say                        China
## 6664 35-39                    Male                        India
## 6665 22-24                    Male                        Other
## 6666 30-34                    Male     United States of America
## 6667 18-21                    Male                        India
## 6668 22-24                    Male                        India
## 6669 40-44                    Male                      Hungary
## 6670 25-29                  Female                        India
## 6671 25-29                    Male                        Chile
## 6672 25-29                    Male     United States of America
## 6673 22-24                    Male                        India
## 6674 22-24                    Male                        China
## 6675 30-34                    Male               Czech Republic
## 6676 22-24                    Male                        India
## 6677 18-21                    Male                        India
## 6678 25-29                    Male                        Japan
## 6679 30-34                    Male               United Kingdom
## 6680 25-29                    Male                        Other
## 6681 18-21                    Male                  Switzerland
## 6682 35-39                    Male                       Canada
## 6683 30-34                    Male                       Brazil
## 6684 40-44                    Male                        Japan
## 6685 18-21                  Female                        India
## 6686 30-34                  Female                        India
## 6687 35-39                    Male                       France
## 6688 25-29                    Male                       Norway
## 6689 25-29                  Female               United Kingdom
## 6690 22-24                  Female                        India
## 6691 35-39                  Female                        India
## 6692 30-34                    Male     United States of America
## 6693 25-29                    Male                        Japan
## 6694 18-21                    Male                      Belgium
## 6695 40-44                    Male                        India
## 6696 30-34                    Male     United States of America
## 6697 30-34                    Male                        India
## 6698 35-39                    Male                        India
## 6699 22-24                    Male                       Brazil
## 6700 30-34                    Male     United States of America
## 6701 30-34                    Male                        India
## 6702 18-21                    Male                        India
## 6703 22-24                    Male                        India
## 6704 35-39                    Male                  Switzerland
## 6705 22-24                    Male     United States of America
## 6706 50-54                    Male               United Kingdom
## 6707 18-21                  Female                        India
## 6708 18-21                    Male                       Brazil
## 6709 35-39                    Male                       Russia
## 6710 22-24                    Male                     Pakistan
## 6711 40-44                    Male                       Taiwan
## 6712 22-24                    Male                        India
## 6713 25-29                  Female                      Nigeria
## 6714 35-39                    Male                        India
## 6715 30-34                    Male                       Mexico
## 6716 60-69                    Male     United States of America
## 6717 30-34                    Male     United States of America
## 6718 22-24                    Male                        Japan
## 6719 18-21                    Male                       Russia
## 6720 30-34                  Female                 Saudi Arabia
## 6721 50-54                    Male                       Taiwan
## 6722 35-39                  Female     United States of America
## 6723 35-39                    Male                      Germany
## 6724 50-54                  Female                       Russia
## 6725 40-44                    Male                        India
## 6726 25-29                    Male                       Brazil
## 6727 55-59                    Male                       Sweden
## 6728 30-34                  Female     United States of America
## 6729 22-24                    Male     United States of America
## 6730 18-21                    Male                        India
## 6731 45-49                    Male                    Argentina
## 6732 25-29                    Male               United Kingdom
## 6733 18-21                    Male                        India
## 6734 35-39                    Male                       Russia
## 6735 60-69                    Male     United States of America
## 6736 55-59                    Male                        Other
## 6737 30-34                    Male                        Italy
## 6738 18-21                    Male                   Bangladesh
## 6739 22-24                    Male                       Brazil
## 6740 35-39                    Male                        Japan
## 6741 25-29                    Male                       Brazil
## 6742 50-54                    Male     United States of America
## 6743 30-34                  Female     United States of America
## 6744 25-29                    Male     United States of America
## 6745 35-39                    Male     United States of America
## 6746 25-29                    Male                      Hungary
## 6747 35-39                    Male     United States of America
## 6748 35-39                    Male                       Brazil
## 6749 35-39                  Female                       Brazil
## 6750 45-49                    Male                       Greece
## 6751 35-39                    Male                       Russia
## 6752 35-39                    Male     United States of America
## 6753 25-29                    Male                        India
## 6754 25-29                    Male                        India
## 6755 40-44                    Male                       Canada
## 6756 30-34                    Male     United States of America
## 6757 18-21                    Male                        India
## 6758 25-29                    Male     United States of America
## 6759 25-29                    Male                       Brazil
## 6760 35-39                    Male     United States of America
## 6761 55-59                    Male                      Denmark
## 6762 30-34                    Male                        India
## 6763 18-21                    Male                        India
## 6764 35-39                    Male                        Other
## 6765 35-39                    Male                 South Africa
## 6766 30-34                    Male                       Brazil
## 6767 22-24                    Male     United States of America
## 6768 18-21                  Female                        Other
## 6769 40-44                    Male     United States of America
## 6770 30-34                  Female                       Canada
## 6771 40-44                  Female                        Spain
## 6772 25-29                    Male                        India
## 6773 22-24                    Male                        India
## 6774 30-34                    Male               United Kingdom
## 6775 22-24                    Male                        India
## 6776 18-21                    Male                        China
## 6777 30-34                    Male     United States of America
## 6778 25-29                    Male                       Brazil
## 6779 22-24                    Male                        India
## 6780 35-39                    Male                     Portugal
## 6781 18-21                    Male                       Russia
## 6782 22-24                    Male                        India
## 6783 25-29                    Male                        Other
## 6784 30-34                    Male               United Kingdom
## 6785 35-39                  Female                      Germany
## 6786 35-39                    Male                       Russia
## 6787 18-21                  Female                        India
## 6788 25-29                    Male                      Belgium
## 6789 18-21                    Male                        India
## 6790   70+                    Male                       Canada
## 6791 18-21                    Male                    Indonesia
## 6792 22-24                    Male                        China
## 6793 25-29                    Male     United States of America
## 6794 18-21                    Male                       Russia
## 6795 25-29                    Male                        Spain
## 6796 25-29                    Male                        Japan
## 6797 18-21                    Male                        India
## 6798 35-39                    Male                        Other
## 6799 25-29                    Male                  Switzerland
## 6800 35-39                    Male                        India
## 6801 25-29                    Male                     Portugal
## 6802 25-29                    Male                        Japan
## 6803 18-21                    Male                       Russia
## 6804 35-39                    Male                        Japan
## 6805 55-59                  Female     United States of America
## 6806 25-29                  Female                        Other
## 6807 25-29                    Male                      Germany
## 6808 18-21                    Male                        India
## 6809 25-29                    Male                        Other
## 6810 40-44                    Male                      Germany
## 6811 40-44                  Female                       Greece
## 6812 30-34                    Male     United States of America
## 6813 22-24                    Male                        India
## 6814 25-29                    Male                      Germany
## 6815 30-34                    Male                     Thailand
## 6816 30-34                    Male                       France
## 6817 22-24                  Female                     Viet Nam
## 6818 30-34                    Male                     Malaysia
## 6819 30-34                    Male                       Brazil
## 6820 25-29                    Male                        India
## 6821 30-34                    Male                 South Africa
## 6822 25-29                    Male                       Mexico
## 6823 40-44                    Male                      Denmark
## 6824 45-49                    Male               Czech Republic
## 6825 22-24                    Male                       France
## 6826 35-39                  Female                         Peru
## 6827 30-34                  Female               United Kingdom
## 6828 30-34                    Male                       Russia
## 6829 40-44                    Male     United States of America
## 6830 25-29                    Male     United States of America
## 6831 30-34                    Male                        India
## 6832 50-54                    Male     United States of America
## 6833 18-21                    Male                        India
## 6834 30-34                    Male                  Switzerland
## 6835 30-34                  Female     United States of America
## 6836 25-29                    Male                       Brazil
## 6837 50-54                    Male                        Japan
## 6838 45-49                    Male     United States of America
## 6839 22-24                    Male                       Brazil
## 6840 30-34                    Male                        China
## 6841 30-34                  Female     United States of America
## 6842 50-54                  Female                       Russia
## 6843 22-24                  Female                        Egypt
## 6844 40-44                    Male               United Kingdom
## 6845 25-29                    Male                        India
## 6846 22-24                    Male                        Japan
## 6847 18-21                    Male                      Ukraine
## 6848 25-29                    Male                        Other
## 6849 30-34                    Male                        India
## 6850 30-34                    Male                       Brazil
## 6851 40-44                    Male                       Mexico
## 6852 25-29                    Male               United Kingdom
## 6853 18-21                    Male                        India
## 6854 40-44                    Male                        Spain
## 6855 22-24                    Male                        India
## 6856 25-29                  Female                      Germany
## 6857 22-24                    Male                        Other
## 6858 25-29                    Male                        India
## 6859 35-39                    Male     United States of America
## 6860 25-29                    Male     United States of America
## 6861 50-54                    Male     United States of America
## 6862 40-44                    Male                       Norway
## 6863 40-44                    Male     United States of America
## 6864 25-29       Prefer not to say                       Canada
## 6865 25-29                    Male                       Brazil
## 6866 40-44                    Male     United States of America
## 6867 25-29                  Female                        India
## 6868 50-54                    Male                     Pakistan
## 6869 25-29                    Male                       Poland
## 6870 45-49                    Male                        Spain
## 6871 22-24                    Male                       Taiwan
## 6872 18-21                    Male                       Russia
## 6873 35-39                    Male                      Germany
## 6874 18-21                  Female                        India
## 6875 18-21                    Male                        India
## 6876 30-34                    Male                       Russia
## 6877 30-34                    Male            Republic of Korea
## 6878 18-21                    Male                        India
## 6879 45-49                    Male     United States of America
## 6880 35-39                    Male                       Brazil
## 6881 22-24                    Male                        India
## 6882 30-34                    Male                       Russia
## 6883 18-21                    Male                        India
## 6884 30-34                    Male                       Israel
## 6885 22-24                    Male                        India
## 6886 30-34                    Male     United States of America
## 6887 55-59                    Male                        Spain
## 6888 40-44                    Male                        Other
## 6889 35-39       Prefer not to say     United States of America
## 6890 35-39                    Male                        Other
## 6891 25-29                  Female                       Brazil
## 6892 55-59                    Male     United States of America
## 6893 25-29                    Male                      Nigeria
## 6894 30-34                    Male                       Taiwan
## 6895 25-29                    Male                        Other
## 6896 30-34                  Female     United States of America
## 6897 50-54                    Male                        Japan
## 6898   70+ Prefer to self-describe                        Other
## 6899 35-39                    Male                        Spain
## 6900 35-39                    Male     United States of America
## 6901 35-39                    Male                     Colombia
## 6902 25-29                  Female                      Germany
## 6903 25-29                    Male                        China
## 6904 45-49                    Male                       Brazil
## 6905 35-39                    Male                      Germany
## 6906 35-39                    Male                      Nigeria
## 6907 30-34                    Male               United Kingdom
## 6908 25-29                    Male                        India
## 6909 22-24                    Male     United States of America
## 6910 30-34                    Male                  South Korea
## 6911 50-54                    Male                       Taiwan
## 6912 30-34                    Male                      Ireland
## 6913 50-54                    Male     United States of America
## 6914 40-44                    Male                     Portugal
## 6915 22-24                    Male                       Brazil
## 6916 30-34                    Male                       Brazil
## 6917 22-24                    Male                   Bangladesh
## 6918 30-34                    Male                        Japan
## 6919 45-49                    Male                        India
## 6920 18-21                  Female                        India
## 6921 25-29                    Male                        China
## 6922 40-44                    Male                    Singapore
## 6923 30-34                    Male                    Argentina
## 6924 18-21                  Female                        India
## 6925 25-29                    Male                       Brazil
## 6926 25-29                    Male                        Other
## 6927 25-29                  Female     United States of America
## 6928 22-24                    Male                       Taiwan
## 6929 22-24                  Female                        Other
## 6930 25-29                    Male                        Japan
## 6931 30-34                    Male               Czech Republic
## 6932 18-21                  Female     United States of America
## 6933 25-29                    Male     United States of America
## 6934 25-29                  Female                       Poland
## 6935 35-39                    Male                 Saudi Arabia
## 6936 18-21                    Male                        China
## 6937 30-34                    Male     United States of America
## 6938 25-29                    Male                        India
## 6939 18-21                    Male                        India
## 6940 35-39                    Male                        India
## 6941 55-59                    Male                        Other
## 6942 22-24                    Male                        India
## 6943 25-29                    Male                       Brazil
## 6944 25-29                    Male                       France
## 6945 25-29                    Male                        India
## 6946 22-24                    Male                      Nigeria
## 6947 22-24                    Male                     Pakistan
## 6948 25-29                    Male                       Russia
## 6949 22-24                    Male                        Spain
## 6950 25-29                    Male                        Egypt
## 6951 25-29                  Female                  Netherlands
## 6952 40-44                    Male                        Other
## 6953 22-24                  Female     United States of America
## 6954 25-29                    Male                        Other
## 6955 22-24                    Male                        India
## 6956 18-21                    Male                        India
## 6957 18-21                    Male                        India
## 6958 22-24                    Male                        Other
## 6959 18-21                    Male                        India
## 6960 25-29                    Male     United States of America
## 6961 55-59                    Male                      Belgium
## 6962 35-39                    Male                        Other
## 6963 25-29                    Male                       France
## 6964 45-49                  Female                        Other
## 6965 22-24                    Male                        Other
## 6966 30-34                    Male     United States of America
## 6967 30-34                    Male                       Russia
## 6968 18-21                    Male                        India
## 6969 25-29                    Male                       Taiwan
## 6970 35-39                    Male                        Japan
## 6971 25-29                    Male                       France
## 6972 45-49                    Male                     Portugal
## 6973 50-54                    Male                       Sweden
## 6974 30-34                    Male                        India
## 6975 30-34                    Male                        India
## 6976 35-39                    Male                  Switzerland
## 6977 30-34                    Male     United States of America
## 6978 30-34                    Male                        Other
## 6979 35-39                    Male     United States of America
## 6980 35-39                    Male                       Taiwan
## 6981 45-49                    Male     United States of America
## 6982 40-44                    Male                       Mexico
## 6983 40-44                    Male     United States of America
## 6984 30-34                  Female     United States of America
## 6985 40-44                  Female                        India
## 6986 30-34                  Female                        Egypt
## 6987 25-29                    Male     United States of America
## 6988 25-29                    Male                      Ireland
## 6989 35-39                    Male     United States of America
## 6990 25-29                    Male                        China
## 6991 22-24                    Male                        China
## 6992 22-24                  Female                        India
## 6993 40-44                    Male                     Portugal
## 6994 55-59                    Male     United States of America
## 6995 45-49                    Male     United States of America
## 6996 25-29                  Female                        India
## 6997 45-49                    Male               United Kingdom
## 6998 35-39                    Male                       Greece
## 6999 18-21                    Male                        India
## 7000 22-24                    Male                        India
## 7001 22-24                    Male                   Bangladesh
## 7002 30-34                    Male                       Turkey
## 7003 22-24                    Male                        Other
## 7004 22-24                  Female                       Russia
## 7005 25-29                    Male                        Spain
## 7006 25-29                    Male                      Ukraine
## 7007 30-34                    Male               United Kingdom
## 7008 25-29                    Male                        Spain
## 7009 18-21                  Female                       Taiwan
## 7010 45-49                    Male                        Japan
## 7011 50-54                  Female                        India
## 7012 55-59                    Male     United States of America
## 7013 22-24                  Female                        India
## 7014 22-24                    Male                        India
## 7015 30-34                    Male                        Italy
## 7016 40-44                  Female                        India
## 7017 35-39                  Female     United States of America
## 7018 22-24                    Male                        Spain
## 7019 35-39                    Male     United States of America
## 7020 60-69                    Male                        Italy
## 7021 25-29                    Male                        India
## 7022 40-44                    Male            Republic of Korea
## 7023 25-29                    Male                        India
## 7024 25-29                  Female     United States of America
## 7025 35-39                    Male     United States of America
## 7026 25-29                    Male                        China
## 7027 22-24                    Male                      Nigeria
## 7028 30-34                    Male     United States of America
## 7029 30-34                    Male                       Poland
## 7030 25-29                    Male                      Belarus
## 7031 25-29                    Male                 Saudi Arabia
## 7032 22-24                  Female                       Brazil
## 7033 40-44                  Female                       Taiwan
## 7034 22-24                    Male                       Taiwan
## 7035 22-24                    Male                      Hungary
## 7036 40-44                    Male                        Other
## 7037 18-21       Prefer not to say                        India
## 7038 25-29                    Male     United States of America
## 7039 45-49                  Female                       Greece
## 7040 45-49                    Male                      Denmark
## 7041 30-34                    Male                       Sweden
## 7042 55-59                    Male                 South Africa
## 7043 30-34                    Male                        Japan
## 7044 50-54                    Male                      Ukraine
## 7045 40-44                    Male               United Kingdom
## 7046 18-21                    Male                        India
## 7047 30-34       Prefer not to say                        Other
## 7048 55-59                  Female     United States of America
## 7049 30-34                    Male                      Denmark
## 7050 45-49                    Male                      Ireland
## 7051 25-29                    Male     United States of America
## 7052 30-34                  Female                       Brazil
## 7053 25-29                  Female                      Tunisia
## 7054 25-29                    Male     United States of America
## 7055 30-34                    Male                        Other
## 7056 18-21                    Male                        India
## 7057 30-34                    Male     United States of America
## 7058 35-39                    Male           Hong Kong (S.A.R.)
## 7059 30-34                  Female                      Nigeria
## 7060 18-21                    Male                        India
## 7061 30-34                    Male                      Austria
## 7062 25-29                    Male                        India
## 7063 30-34                    Male                       Brazil
## 7064 45-49                    Male                        Other
## 7065 22-24                    Male               Czech Republic
## 7066 40-44                    Male                     Portugal
## 7067 40-44                  Female                     Portugal
## 7068 18-21                    Male                        India
## 7069 18-21                    Male                     Pakistan
## 7070 35-39                    Male     United States of America
## 7071 25-29                  Female                        India
## 7072 45-49                    Male                      Nigeria
## 7073 22-24                    Male                        India
## 7074 18-21                    Male                        India
## 7075 25-29                    Male                        Other
## 7076 25-29                    Male               United Kingdom
## 7077 18-21                    Male                      Germany
## 7078 45-49                    Male                       Poland
## 7079 55-59                    Male     United States of America
## 7080 35-39                    Male     United States of America
## 7081 40-44                    Male     United States of America
## 7082 30-34                    Male                      Germany
## 7083 25-29                  Female                        India
## 7084 40-44                    Male                        Other
## 7085 30-34                    Male                        Other
## 7086 30-34                    Male                        India
## 7087 18-21                    Male                        India
## 7088 35-39                    Male     United States of America
## 7089 22-24                    Male                    Indonesia
## 7090 30-34                    Male                     Pakistan
## 7091 22-24                    Male                        India
## 7092 40-44                    Male                        Other
## 7093 40-44                    Male                        India
## 7094 25-29                    Male                        Other
## 7095 22-24                    Male                        India
## 7096 25-29                  Female                        Other
## 7097 40-44                    Male     United States of America
## 7098 35-39                    Male     United States of America
## 7099 18-21                    Male                        India
## 7100 30-34                  Female                       Israel
## 7101 45-49                    Male                        India
## 7102 22-24                    Male                       Canada
## 7103 25-29                    Male               United Kingdom
## 7104 35-39                    Male                        India
## 7105 35-39                    Male                        India
## 7106   70+                    Male     United States of America
## 7107 22-24                  Female                      Belarus
## 7108 18-21                    Male                      Belarus
## 7109 25-29                    Male                        Other
## 7110 30-34                    Male                        India
## 7111 40-44                  Female                        India
## 7112 30-34                    Male                        Spain
## 7113 30-34                    Male                        India
## 7114 25-29                    Male                        India
## 7115 22-24                    Male                       France
## 7116 22-24                  Female                        China
## 7117 18-21                    Male                        India
## 7118 18-21 Prefer to self-describe                        India
## 7119 55-59                    Male                        Italy
## 7120 22-24                    Male                        India
## 7121 25-29                    Male                  Switzerland
## 7122 50-54                  Female     United States of America
## 7123 50-54                    Male                      Denmark
## 7124 25-29                    Male                     Malaysia
## 7125 40-44                    Male                    Singapore
## 7126 22-24                  Female                        India
## 7127 45-49                    Male                        India
## 7128 40-44                    Male                       Turkey
## 7129 30-34                    Male                        India
## 7130 30-34                    Male                        Other
## 7131 40-44                    Male                       Canada
## 7132 40-44                    Male                       Russia
## 7133   70+                    Male     United States of America
## 7134 25-29                    Male                        India
## 7135 25-29                    Male                        India
## 7136 40-44                    Male               United Kingdom
## 7137 22-24                  Female                     Viet Nam
## 7138 30-34                    Male                     Colombia
## 7139 25-29                    Male               United Kingdom
## 7140 25-29                  Female                  South Korea
## 7141 30-34                    Male                        Spain
## 7142 30-34                    Male                       Brazil
## 7143 22-24                    Male                        India
## 7144 30-34                    Male                       Canada
## 7145 25-29                    Male                       Poland
## 7146 30-34                    Male     United States of America
## 7147 35-39                    Male     United States of America
## 7148 18-21                    Male                        India
## 7149   70+                    Male                   Bangladesh
## 7150 40-44                    Male                       Brazil
## 7151 50-54                  Female                        India
## 7152 25-29                  Female                        Egypt
## 7153 18-21                    Male                        India
## 7154 25-29                    Male                        India
## 7155 18-21                  Female                        India
## 7156 30-34                    Male                       Brazil
## 7157 30-34                    Male     United States of America
## 7158 18-21                    Male                        India
## 7159 30-34                    Male                        India
## 7160 30-34                  Female                       Taiwan
## 7161 18-21                  Female                        India
## 7162 60-69                    Male     United States of America
## 7163 30-34                    Male                        Chile
## 7164 25-29                    Male                       Norway
## 7165 30-34                    Male     United States of America
## 7166 30-34                    Male                        India
## 7167 22-24                    Male                        Japan
## 7168 18-21                    Male                        India
## 7169 25-29                    Male                      Nigeria
## 7170 35-39                    Male                      Germany
## 7171 25-29                    Male                        China
## 7172 25-29                    Male                       Russia
## 7173 22-24                    Male                       Russia
## 7174 22-24                  Female                     Malaysia
## 7175 45-49                    Male                      Austria
## 7176 25-29                    Male                        India
## 7177 60-69                  Female     United States of America
## 7178 35-39                  Female                       Canada
## 7179 45-49                    Male     United States of America
## 7180 40-44                    Male                       Poland
## 7181 18-21                    Male                        India
## 7182 40-44                    Male                        India
## 7183 30-34                    Male     United States of America
## 7184 40-44                    Male     United States of America
## 7185 30-34                    Male                        India
## 7186 30-34                  Female                      Germany
## 7187 25-29                    Male                  South Korea
## 7188 25-29                    Male                        India
## 7189 30-34                    Male                        Other
## 7190 22-24                  Female                  Switzerland
## 7191 22-24                    Male                      Nigeria
## 7192 25-29                  Female     United States of America
## 7193 18-21                    Male                        India
## 7194 22-24                  Female                        India
## 7195 22-24                    Male                        India
## 7196 55-59                    Male               United Kingdom
## 7197 18-21                  Female                        Other
## 7198 40-44                    Male                        Other
## 7199 45-49                    Male                        Chile
## 7200 45-49                    Male     United States of America
## 7201 22-24                    Male               United Kingdom
## 7202 35-39                    Male                        Other
## 7203 40-44                    Male                        Spain
## 7204 50-54                    Male                      Belgium
## 7205 30-34                    Male                       France
## 7206 35-39                    Male     United States of America
## 7207 25-29                    Male     United States of America
## 7208 35-39                    Male                      Germany
## 7209 25-29                    Male                       Canada
## 7210 25-29                    Male                        India
## 7211 22-24                    Male     United States of America
## 7212 25-29                    Male                        Other
## 7213 35-39                    Male                        India
## 7214 22-24                    Male                      Nigeria
## 7215 18-21                    Male                        India
## 7216 30-34                    Male                        India
## 7217 22-24                    Male                        Kenya
## 7218 40-44                  Female     United States of America
## 7219 18-21                    Male                       Brazil
## 7220 18-21                    Male                        India
## 7221 18-21                    Male                     Viet Nam
## 7222 25-29                    Male                       Israel
## 7223 45-49                    Male                        Italy
## 7224 22-24                    Male     United States of America
## 7225 18-21                  Female                        Kenya
## 7226 45-49                    Male     United States of America
## 7227 25-29                    Male                        Japan
## 7228 18-21                  Female     United States of America
## 7229 30-34                    Male                       Israel
## 7230 25-29                    Male     United States of America
## 7231 35-39                    Male                        Other
## 7232 22-24                    Male     United States of America
## 7233 35-39                    Male                     Portugal
## 7234 25-29                    Male                     Colombia
## 7235 45-49                    Male     United States of America
## 7236 30-34                    Male               United Kingdom
## 7237 45-49                    Male                     Pakistan
## 7238 50-54                    Male                       Taiwan
## 7239 25-29                  Female     United States of America
## 7240 30-34                    Male                       Brazil
## 7241 40-44                    Male     United States of America
## 7242 50-54                    Male                      Germany
## 7243 45-49                    Male                       Sweden
## 7244 18-21                    Male                        India
## 7245 25-29                    Male     United States of America
## 7246 18-21                    Male                      Germany
## 7247 40-44                    Male                        India
## 7248 30-34                    Male     United States of America
## 7249 40-44                    Male                        India
## 7250 25-29                  Female                      Tunisia
## 7251 25-29                    Male                     Colombia
## 7252 18-21                    Male                       Russia
## 7253 35-39                    Male     United States of America
## 7254 30-34                    Male               United Kingdom
## 7255 25-29                    Male                        India
## 7256 25-29                    Male                        Chile
## 7257 30-34                  Female     United States of America
## 7258 25-29                    Male                       Taiwan
## 7259 30-34                    Male                      Germany
## 7260 35-39                    Male                        India
## 7261 30-34                    Male     United States of America
## 7262 25-29                    Male                        India
## 7263 22-24                    Male                        Other
## 7264 30-34                    Male     United States of America
## 7265 22-24                    Male                        India
## 7266 40-44                    Male                        India
## 7267 55-59                    Male                        Italy
## 7268 40-44                    Male                        Chile
## 7269 40-44                    Male                     Thailand
## 7270 60-69                    Male     United States of America
## 7271 22-24                    Male     United States of America
## 7272 25-29                    Male                        Italy
## 7273 40-44                    Male                       Canada
## 7274 30-34                    Male                    Argentina
## 7275 60-69                  Female                    Singapore
## 7276 40-44                    Male                        India
## 7277 22-24                    Male                       Mexico
## 7278 45-49                    Male                        India
## 7279 30-34                    Male                  Netherlands
## 7280 25-29                    Male                      Morocco
## 7281 25-29                    Male                        India
## 7282 25-29                    Male                        Other
## 7283 45-49                    Male     United States of America
## 7284 22-24                  Female                        India
## 7285 30-34                    Male     United States of America
## 7286 60-69                    Male                    Argentina
## 7287 50-54                    Male     United States of America
## 7288 22-24                    Male                        India
## 7289 30-34                    Male                        Chile
## 7290 45-49                    Male                     Portugal
## 7291 18-21                    Male                      Nigeria
## 7292 22-24                    Male                        Other
## 7293 18-21                    Male                        India
## 7294 25-29                    Male                        Other
## 7295 25-29                  Female                       Mexico
## 7296 30-34                    Male                       France
## 7297 50-54                    Male     United States of America
## 7298 30-34                    Male                        Italy
## 7299 55-59                    Male                       Brazil
## 7300 25-29                    Male                       France
## 7301 25-29                    Male                       Canada
## 7302 22-24                    Male                      Nigeria
## 7303 22-24                    Male                         Peru
## 7304 22-24                    Male                       Canada
## 7305 22-24                    Male     United States of America
## 7306 35-39                    Male                      Ukraine
## 7307 22-24                    Male                     Viet Nam
## 7308 35-39                    Male               United Kingdom
## 7309 25-29                    Male                        Japan
## 7310 40-44                    Male               United Kingdom
## 7311 35-39                    Male                        India
## 7312 22-24                    Male     United States of America
## 7313 25-29                    Male                        India
## 7314 25-29                    Male                     Pakistan
## 7315 30-34                    Male     United States of America
## 7316 25-29                    Male                        India
## 7317 18-21                    Male                        Other
## 7318 30-34                    Male                      Tunisia
## 7319 35-39                  Female     United States of America
## 7320 18-21                    Male                        China
## 7321 40-44                    Male                       Mexico
## 7322 25-29                  Female                       Mexico
## 7323 30-34                    Male                         Peru
## 7324 25-29                    Male                        India
## 7325 22-24                    Male                 South Africa
## 7326 40-44                  Female                        Italy
## 7327 22-24                    Male                      Ireland
## 7328 25-29                    Male                         Peru
## 7329 60-69                    Male     United States of America
## 7330 22-24                  Female                        India
## 7331 18-21                    Male                        China
## 7332 45-49                    Male     United States of America
## 7333 25-29                  Female                        India
## 7334 50-54                    Male     United States of America
## 7335 30-34                    Male                        Other
## 7336 40-44                  Female                        India
## 7337 25-29                    Male                     Pakistan
## 7338 22-24                    Male                        India
## 7339 45-49       Prefer not to say                        Other
## 7340 30-34                    Male     United States of America
## 7341 22-24                    Male                        India
## 7342 18-21                    Male                        India
## 7343 30-34                    Male     United States of America
## 7344 30-34                  Female                       Brazil
## 7345 60-69       Prefer not to say     United States of America
## 7346 45-49 Prefer to self-describe     United States of America
## 7347 18-21                  Female                      Algeria
## 7348 40-44                    Male     United States of America
## 7349 55-59                    Male     United States of America
## 7350 22-24                  Female Iran, Islamic Republic of...
## 7351 22-24                    Male                        India
## 7352 25-29                    Male     United States of America
## 7353 50-54                    Male                  Switzerland
## 7354 30-34                    Male                        Italy
## 7355 30-34                    Male     United States of America
## 7356 22-24                    Male                       Brazil
## 7357 25-29                    Male     United States of America
## 7358 50-54                    Male     United States of America
## 7359 25-29                    Male                       Canada
## 7360 35-39                    Male                        India
## 7361 40-44                    Male                       Brazil
## 7362 30-34                    Male                      Germany
## 7363 45-49                    Male                        Spain
## 7364 40-44                    Male                        India
## 7365 25-29                    Male                       France
## 7366 30-34                    Male                        Other
## 7367 35-39                    Male                        Spain
## 7368 18-21                    Male                        India
## 7369 25-29                  Female                        Other
## 7370 22-24                    Male     United States of America
## 7371 40-44                    Male                        India
## 7372 30-34                    Male     United States of America
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## 7374 25-29                  Female     United States of America
## 7375 35-39                    Male     United States of America
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## 7377 25-29                    Male                        India
## 7378 55-59                    Male                  Netherlands
## 7379 35-39                    Male     United States of America
## 7380 30-34                  Female                       Brazil
## 7381 50-54                    Male                        Italy
## 7382 22-24                    Male                        Chile
## 7383 30-34                    Male                        Other
## 7384 60-69                    Male     United States of America
## 7385 35-39                    Male                       Russia
## 7386 25-29       Prefer not to say                    Argentina
## 7387 30-34                    Male                        India
## 7388 25-29                    Male                        India
## 7389 30-34                    Male                        Spain
## 7390 40-44                    Male                        Italy
## 7391 22-24                    Male                        India
## 7392 25-29                  Female                     Viet Nam
## 7393 30-34                  Female                      Ukraine
## 7394 30-34                    Male     United States of America
## 7395 30-34                    Male                       Turkey
## 7396 22-24                    Male                        India
## 7397 30-34                    Male                       Taiwan
## 7398 25-29                    Male                  South Korea
## 7399 25-29                    Male Iran, Islamic Republic of...
## 7400 40-44                    Male     United States of America
## 7401 18-21                    Male     United States of America
## 7402 30-34                    Male                       France
## 7403 45-49                    Male     United States of America
## 7404 22-24                    Male                        India
## 7405 45-49                    Male     United States of America
## 7406 25-29                    Male                      Nigeria
## 7407 25-29                    Male                        Other
## 7408 40-44                    Male                        India
## 7409 40-44                    Male                        Japan
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## 7411 30-34                    Male                        India
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## 7415 45-49                    Male                        India
## 7416 18-21                    Male                        India
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## 7418 22-24                    Male                        India
## 7419 25-29                    Male                      Nigeria
## 7420 50-54                    Male                        India
## 7421 22-24                    Male                     Pakistan
## 7422 40-44                    Male                       Brazil
## 7423 25-29                    Male                      Tunisia
## 7424 18-21                  Female                      Nigeria
## 7425 45-49                    Male                      Romania
## 7426 30-34                    Male     United States of America
## 7427 40-44                    Male                        India
## 7428 30-34                    Male                      Germany
## 7429 25-29                    Male                        China
## 7430 22-24                    Male                       Mexico
## 7431 18-21                    Male                        India
## 7432 40-44                    Male                       Canada
## 7433 22-24                  Female                        India
## 7434 18-21                    Male                        India
## 7435 30-34                    Male                     Colombia
## 7436 30-34                    Male                        Chile
## 7437 25-29                    Male     United States of America
## 7438 35-39                    Male                       Brazil
## 7439 35-39                    Male                      Nigeria
## 7440 30-34                    Male                        Other
## 7441 35-39                    Male     United States of America
## 7442 40-44                    Male                       Canada
## 7443 30-34                    Male                       Brazil
## 7444 22-24                    Male     United States of America
## 7445 50-54                    Male                       Brazil
## 7446 18-21                    Male                      Nigeria
## 7447 22-24                    Male                       Mexico
## 7448 25-29                    Male                        India
## 7449 40-44                    Male                        Japan
## 7450 30-34                    Male               United Kingdom
## 7451 35-39                    Male                      Nigeria
## 7452 22-24                    Male                        India
## 7453 22-24                  Female     United States of America
## 7454 25-29                    Male                        India
## 7455 18-21                  Female                        India
## 7456 25-29                    Male                       Canada
## 7457 45-49                    Male                    Argentina
## 7458 22-24                    Male                      Morocco
## 7459 22-24                    Male                       Brazil
## 7460 30-34                    Male                        India
## 7461 25-29                    Male                    Argentina
## 7462 45-49                    Male                        Spain
## 7463 40-44                    Male                       Israel
## 7464 50-54                    Male     United States of America
## 7465 18-21                    Male                        India
## 7466 30-34                    Male                        Spain
## 7467 30-34                    Male     United States of America
## 7468 30-34                    Male                  South Korea
## 7469 45-49                    Male     United States of America
## 7470 22-24                    Male     United States of America
## 7471 40-44                    Male                        Italy
## 7472 25-29                    Male                        India
## 7473 22-24                    Male                      Nigeria
## 7474 22-24                    Male                        Other
## 7475 35-39                    Male                       Russia
## 7476 40-44                    Male                        Spain
## 7477 30-34                    Male               United Kingdom
## 7478 18-21                    Male                        Other
## 7479 22-24                    Male                       Mexico
## 7480 22-24                    Male                       Taiwan
## 7481 50-54                    Male                 Saudi Arabia
## 7482 45-49                    Male                       Brazil
## 7483 30-34                    Male                      Germany
## 7484 45-49                    Male     United States of America
## 7485 25-29                    Male                       Russia
## 7486 22-24                    Male                        India
## 7487 22-24                    Male                        India
## 7488 25-29                    Male                        China
## 7489 25-29                  Female                        India
## 7490 30-34                    Male                        India
## 7491 30-34                    Male                        India
## 7492 35-39                    Male                     Colombia
## 7493 30-34                    Male                       Russia
## 7494 22-24                    Male                       Russia
## 7495 18-21                    Male                        India
## 7496 30-34                    Male Iran, Islamic Republic of...
## 7497 50-54                    Male                        Japan
## 7498 22-24                    Male               United Kingdom
## 7499 30-34                    Male     United States of America
## 7500 25-29                    Male                        India
## 7501 50-54                  Female                      Ireland
## 7502 22-24                    Male                        India
## 7503 40-44                    Male                     Malaysia
## 7504 30-34                    Male                       Russia
## 7505 55-59                  Female     United States of America
## 7506 22-24                  Female                        Kenya
## 7507 22-24                    Male                     Pakistan
## 7508 22-24                    Male                        India
## 7509 30-34                    Male                        India
## 7510 35-39                    Male                       Brazil
## 7511 35-39                    Male                      Ukraine
## 7512 25-29                  Female                        Other
## 7513 22-24                    Male                        India
## 7514 45-49                  Female     United States of America
## 7515 30-34                    Male     United States of America
## 7516 22-24                    Male                        India
## 7517 30-34                    Male                       Poland
## 7518 25-29                    Male                       Mexico
## 7519 35-39                    Male                        India
## 7520 25-29                    Male     United States of America
## 7521 18-21                    Male     United States of America
## 7522 22-24                  Female                      Nigeria
## 7523 35-39                    Male                      Germany
## 7524 35-39                    Male                 South Africa
## 7525 35-39       Prefer not to say                      Germany
## 7526 25-29                  Female     United States of America
## 7527 35-39                  Female     United States of America
## 7528 30-34                  Female     United States of America
## 7529 35-39                    Male     United States of America
## 7530 30-34                    Male                        India
## 7531 22-24                    Male                        India
## 7532 30-34                    Male                       Russia
## 7533 22-24                    Male                        India
## 7534 25-29                    Male                        India
## 7535 30-34                    Male                        Japan
## 7536 30-34                    Male                  South Korea
## 7537 40-44                    Male                       Mexico
## 7538 30-34                    Male                       Brazil
## 7539 22-24                  Female                        India
## 7540 25-29                    Male                 South Africa
## 7541 60-69                    Male     United States of America
## 7542 18-21                    Male                        India
## 7543 25-29                  Female     United States of America
## 7544 25-29                    Male                      Germany
## 7545 40-44                    Male                       Russia
## 7546 60-69 Prefer to self-describe                        Other
## 7547 55-59                    Male     United States of America
## 7548 25-29                    Male     United States of America
## 7549 45-49                    Male     United States of America
## 7550 22-24                    Male                        India
## 7551 25-29                  Female                        Other
## 7552 35-39                  Female                        Spain
## 7553 55-59                    Male     United States of America
## 7554 22-24                    Male                        India
## 7555 25-29                    Male                       France
## 7556 22-24                    Male     United States of America
## 7557 22-24                    Male                        India
## 7558 60-69                    Male     United States of America
## 7559 18-21                    Male                        India
## 7560 40-44                    Male                      Nigeria
## 7561 35-39                    Male                        Other
## 7562 35-39                    Male                      Germany
## 7563 55-59                    Male     United States of America
## 7564 25-29                    Male                        India
## 7565 18-21                    Male                       Brazil
## 7566 25-29                    Male                      Germany
## 7567 25-29                    Male                     Colombia
## 7568 30-34                    Male                        India
## 7569 30-34                    Male     United States of America
## 7570 18-21                    Male                        India
## 7571 30-34                  Female     United States of America
## 7572 22-24                    Male                      Nigeria
## 7573 35-39                    Male                       Russia
## 7574 55-59                    Male     United States of America
## 7575 25-29                    Male                       Greece
## 7576 35-39                    Male                       France
## 7577 25-29                    Male                        India
## 7578 25-29                    Male     United States of America
## 7579 45-49                    Male                       Norway
## 7580 22-24                    Male                        India
## 7581 35-39                  Female                 South Africa
## 7582 22-24                    Male                     Pakistan
## 7583 25-29                  Female                      Germany
## 7584 22-24                    Male                        India
## 7585 18-21                  Female                        India
## 7586 40-44                  Female                       Poland
## 7587 55-59                    Male     United States of America
## 7588 40-44                  Female                       Brazil
## 7589 25-29                    Male     United States of America
## 7590 22-24                    Male                        India
## 7591 18-21                    Male                        India
## 7592 18-21                  Female                       Turkey
## 7593 18-21                    Male                        India
## 7594 18-21                    Male                     Pakistan
## 7595 25-29                    Male                       Taiwan
## 7596 40-44                    Male                      Germany
## 7597 40-44                  Female     United States of America
## 7598 30-34                  Female                       Mexico
## 7599 35-39       Prefer not to say     United States of America
## 7600 30-34                    Male                       France
## 7601 25-29                    Male                       Brazil
## 7602 55-59                    Male                       Mexico
## 7603 18-21                    Male                        India
## 7604 22-24                    Male                       Brazil
## 7605 50-54                    Male                  New Zealand
## 7606 35-39                    Male                     Colombia
## 7607 50-54                    Male     United States of America
## 7608 18-21                    Male                        India
## 7609 35-39                    Male                     Colombia
## 7610 30-34                    Male                       Canada
## 7611 30-34                    Male                  New Zealand
## 7612 60-69                    Male     United States of America
## 7613 30-34                    Male                        Chile
## 7614 22-24                    Male                        India
## 7615 22-24                    Male                   Bangladesh
## 7616 30-34                    Male                        Spain
## 7617 45-49                    Male                        Spain
## 7618 18-21                    Male                       Mexico
## 7619 40-44       Prefer not to say     United States of America
## 7620 30-34       Prefer not to say               United Kingdom
## 7621 18-21                    Male                        India
## 7622 22-24                    Male                        India
## 7623 55-59                    Male     United States of America
## 7624 22-24                    Male                        India
## 7625 30-34                    Male                        Other
## 7626 25-29                    Male               United Kingdom
## 7627 25-29                    Male                        Other
## 7628 35-39                    Male               United Kingdom
## 7629 40-44                    Male                        Italy
## 7630 35-39                  Female                     Portugal
## 7631 60-69                    Male     United States of America
## 7632 35-39                    Male                        Spain
## 7633 25-29                    Male                      Germany
## 7634 22-24                    Male                        India
## 7635 25-29                    Male                        India
## 7636 22-24                    Male                        Other
## 7637 45-49                    Male     United States of America
## 7638 40-44       Prefer not to say     United States of America
## 7639 35-39                    Male     United States of America
## 7640 35-39                  Female                       Canada
## 7641 40-44                    Male                       Brazil
## 7642 25-29                    Male                        India
## 7643 25-29                    Male                        India
## 7644 22-24                    Male                        India
## 7645 30-34                    Male                       Russia
## 7646 30-34                  Female                       Poland
## 7647 35-39                    Male     United States of America
## 7648 18-21                    Male                      Ukraine
## 7649 22-24                    Male                        India
## 7650 25-29                    Male                        India
## 7651 22-24                    Male                        India
## 7652 45-49                    Male     United States of America
## 7653 30-34                    Male                       Mexico
## 7654 18-21                    Male                        India
## 7655 55-59                    Male     United States of America
## 7656 25-29                  Female                       Brazil
## 7657 30-34                    Male                       Russia
## 7658 25-29                  Female                      Nigeria
## 7659 25-29                    Male                        China
## 7660 30-34                    Male                       Brazil
## 7661 50-54                    Male                        Spain
## 7662 35-39                    Male                      Hungary
## 7663 25-29                    Male     United States of America
## 7664 18-21                    Male                     Colombia
## 7665 40-44                    Male     United States of America
## 7666 25-29                    Male                        India
## 7667 25-29                  Female                         Peru
## 7668 50-54                    Male                       Brazil
## 7669 22-24                    Male                        India
## 7670 25-29                    Male                       Taiwan
## 7671 22-24                    Male     United States of America
## 7672 25-29                    Male                       Brazil
## 7673 18-21                    Male                      Ukraine
## 7674 45-49                    Male               United Kingdom
## 7675 60-69                    Male                       Canada
## 7676 35-39                    Male                        Other
## 7677 25-29                    Male                        India
## 7678 18-21                    Male                       Russia
## 7679 22-24                    Male                      Denmark
## 7680 22-24                    Male                        Kenya
## 7681 25-29                    Male                        India
## 7682 45-49                  Female                       Canada
## 7683 45-49                    Male                        Egypt
## 7684 45-49                    Male                        Other
## 7685 30-34                    Male                       Turkey
## 7686 22-24                    Male                        India
## 7687 25-29                    Male                        India
## 7688 18-21                    Male                      Belarus
## 7689 22-24                    Male                      Romania
## 7690 18-21                    Male     United States of America
## 7691 30-34                  Female                        Chile
## 7692 18-21                    Male                       Russia
## 7693 25-29                    Male                        Spain
## 7694 25-29                    Male     United States of America
## 7695 18-21                    Male                        India
## 7696 30-34                    Male     United States of America
## 7697 22-24                    Male                        India
## 7698 30-34                    Male                      Ukraine
## 7699 30-34                  Female                        India
## 7700 50-54                    Male     United States of America
## 7701 55-59                    Male                     Portugal
## 7702 30-34                    Male                       France
## 7703 22-24                    Male                      Germany
## 7704 25-29                  Female                       Brazil
## 7705 22-24                    Male                        India
## 7706 25-29                    Male     United States of America
## 7707 18-21                    Male                       Brazil
## 7708 25-29                    Male                        Other
## 7709 22-24                    Male                      Romania
## 7710 25-29                    Male                        Egypt
## 7711 45-49                    Male                       Poland
## 7712 30-34                    Male                       Mexico
## 7713 22-24                    Male                       Brazil
## 7714 18-21                    Male                        India
## 7715 22-24                    Male                       France
## 7716 35-39                    Male     United States of America
## 7717 45-49                    Male                        Japan
## 7718 35-39                  Female                        Other
## 7719 25-29                    Male                        India
## 7720 55-59                    Male                       Taiwan
## 7721 25-29                    Male                       Canada
## 7722 25-29                    Male                        Chile
## 7723 50-54                    Male                        Spain
## 7724 30-34                    Male                        Chile
## 7725 35-39                    Male                       Brazil
## 7726 22-24                    Male                       Mexico
## 7727 25-29                    Male                       Canada
## 7728 30-34                    Male                       Brazil
## 7729 35-39                    Male     United States of America
## 7730 30-34                  Female     United States of America
## 7731 30-34                    Male     United States of America
## 7732 55-59                    Male     United States of America
## 7733 25-29                  Female                        India
## 7734 25-29                    Male                     Colombia
## 7735 30-34                  Female                 South Africa
## 7736 22-24                    Male                        India
## 7737 45-49                    Male     United States of America
## 7738 35-39                    Male     United States of America
## 7739 35-39                    Male                       Brazil
## 7740 22-24                    Male                        India
## 7741 22-24                    Male                        India
## 7742 22-24                    Male                        India
## 7743 30-34                    Male                       Brazil
## 7744 45-49                    Male     United States of America
## 7745 25-29                    Male                        India
## 7746 22-24                  Female                        India
## 7747 50-54                    Male     United States of America
## 7748 45-49                    Male                       Turkey
## 7749 45-49                    Male                        Other
## 7750 35-39                    Male                       Brazil
## 7751 45-49                    Male                        Spain
## 7752 40-44                    Male                        Other
## 7753 45-49                    Male     United States of America
## 7754 22-24                    Male                     Pakistan
## 7755 45-49                    Male                        Spain
## 7756 40-44                  Female                        Other
## 7757 25-29                    Male           Hong Kong (S.A.R.)
## 7758 22-24                    Male                       France
## 7759 35-39                    Male                  Netherlands
## 7760 30-34                  Female                       Brazil
## 7761 22-24                    Male                        India
## 7762 30-34                    Male     United States of America
## 7763 30-34                    Male                        Chile
## 7764 22-24                    Male                        India
## 7765 18-21                    Male                        Other
## 7766 30-34                    Male     United States of America
## 7767 22-24                    Male                      Belgium
## 7768 35-39                  Female                        India
## 7769 22-24                    Male                        Chile
## 7770 35-39                    Male                       Poland
## 7771 18-21                    Male                        India
## 7772 30-34                  Female     United States of America
## 7773 25-29                    Male                        India
## 7774 35-39                    Male                 Saudi Arabia
## 7775 50-54                    Male                       Canada
## 7776 40-44                    Male     United States of America
## 7777 18-21                    Male                        India
## 7778 18-21                    Male                        India
## 7779 30-34                    Male                        India
## 7780 25-29                  Female                      Nigeria
## 7781 40-44                  Female                 Saudi Arabia
## 7782 60-69                    Male                     Malaysia
## 7783 25-29                    Male Iran, Islamic Republic of...
## 7784 45-49                    Male     United States of America
## 7785 18-21                    Male                        India
## 7786 40-44                    Male                     Colombia
## 7787 25-29                    Male                        India
## 7788 40-44                    Male                        Chile
## 7789 22-24                    Male                       Brazil
## 7790 25-29                    Male                 South Africa
## 7791 30-34                    Male                      Belgium
## 7792 45-49                    Male                       Brazil
## 7793 50-54                    Male                       Brazil
## 7794 25-29                    Male                      Germany
## 7795 35-39                    Male                       Canada
## 7796 30-34                    Male                       Brazil
## 7797 30-34                    Male                        Other
## 7798 25-29                    Male                        India
## 7799 35-39                    Male                        India
## 7800 22-24                  Female                        India
## 7801 30-34                    Male                       Canada
## 7802 22-24                  Female     United States of America
## 7803 25-29                    Male                      Germany
## 7804 22-24                    Male                        India
## 7805 30-34                  Female                      Austria
## 7806 22-24                    Male                       Brazil
## 7807 18-21                  Female                        India
## 7808 22-24                    Male                        India
## 7809 35-39                    Male                        Japan
## 7810 25-29                  Female     United States of America
## 7811 22-24                    Male                        India
## 7812 60-69                    Male     United States of America
## 7813 45-49                    Male                       France
## 7814 22-24                    Male                        India
## 7815 25-29                    Male     United States of America
## 7816 35-39                  Female                       Brazil
## 7817 30-34                    Male                     Colombia
## 7818 18-21                    Male                        India
## 7819 22-24                    Male                        India
## 7820 25-29                  Female               United Kingdom
## 7821 22-24                    Male                       Mexico
## 7822 30-34                    Male Iran, Islamic Republic of...
## 7823 25-29                    Male                        Kenya
## 7824 25-29                  Female     United States of America
## 7825 30-34                    Male                        India
## 7826 18-21                    Male                        Other
## 7827 50-54                    Male                        Italy
## 7828 50-54                    Male                     Portugal
## 7829 30-34                    Male               United Kingdom
## 7830 18-21                    Male     United States of America
## 7831 35-39                    Male     United States of America
## 7832 22-24                    Male                       Russia
## 7833 18-21                    Male                        India
## 7834 25-29                    Male                    Argentina
## 7835 50-54                    Male                       Poland
## 7836 18-21                  Female                        India
## 7837 25-29                    Male                       Russia
## 7838 25-29                    Male                      Germany
## 7839 30-34                    Male                       Israel
## 7840 30-34                    Male                     Portugal
## 7841 22-24                    Male                     Pakistan
## 7842 35-39                    Male                        Spain
## 7843 30-34                    Male Iran, Islamic Republic of...
## 7844 35-39                  Female                        Japan
## 7845 22-24                  Female                    Indonesia
## 7846 30-34                    Male               United Kingdom
## 7847 22-24                    Male                        Other
## 7848 25-29                    Male                        Spain
## 7849 22-24                  Female                        India
## 7850 35-39                    Male     United States of America
## 7851 50-54                    Male     United States of America
## 7852 22-24                    Male                        India
## 7853 45-49                    Male                       Canada
## 7854 35-39                    Male                       Brazil
## 7855 35-39                    Male                 South Africa
## 7856 45-49                    Male                        Chile
## 7857 55-59                    Male                  New Zealand
## 7858 40-44                    Male                       France
## 7859 55-59                    Male     United States of America
## 7860 25-29                    Male                       Brazil
## 7861 30-34                    Male                       Russia
## 7862 35-39                    Male     United States of America
## 7863 40-44                    Male                       Brazil
## 7864 50-54                    Male                       Mexico
## 7865 18-21                    Male                        India
## 7866 45-49                    Male                        Other
## 7867 22-24                    Male                        India
## 7868 40-44                    Male     United States of America
## 7869 30-34                    Male                    Indonesia
## 7870 50-54                    Male               United Kingdom
## 7871 35-39                    Male                        India
## 7872 22-24                    Male                        India
## 7873 35-39                    Male     United States of America
## 7874 40-44                    Male                        Italy
## 7875 45-49                    Male     United States of America
## 7876 22-24                  Female               United Kingdom
## 7877 45-49                    Male                        Other
## 7878 22-24                    Male                       Mexico
## 7879 22-24                    Male                       Poland
## 7880 40-44                    Male                        Other
## 7881 25-29                  Female                        Other
## 7882 30-34                    Male     United States of America
## 7883 35-39                    Male                        Other
## 7884 25-29                    Male                        Other
## 7885 25-29                  Female                       Canada
## 7886 50-54                    Male                        India
## 7887 35-39                    Male     United States of America
## 7888 18-21                  Female                        India
## 7889 35-39                    Male                       Brazil
## 7890 25-29                    Male                       Russia
## 7891 35-39                    Male                        India
## 7892 60-69                    Male     United States of America
## 7893 35-39                    Male                      Germany
## 7894 18-21                    Male                        India
## 7895 55-59                    Male     United States of America
## 7896 18-21                  Female                       France
## 7897 25-29                    Male                      Belarus
## 7898 40-44                    Male                       Russia
## 7899 22-24                    Male                  Netherlands
## 7900 35-39                    Male                       Turkey
## 7901 30-34                    Male     United States of America
## 7902 35-39                    Male                        Spain
## 7903 18-21                    Male     United States of America
## 7904 30-34                    Male     United States of America
## 7905 50-54                    Male     United States of America
## 7906 35-39                    Male                        India
## 7907 40-44                    Male                        Other
## 7908 22-24                  Female                        India
## 7909 30-34                    Male                        Spain
## 7910 22-24                    Male                      Ukraine
## 7911 25-29                    Male     United States of America
## 7912 30-34                    Male                     Colombia
## 7913 18-21                    Male                        Other
## 7914 25-29                    Male                        India
## 7915 30-34                    Male                      Germany
## 7916 22-24                    Male     United States of America
## 7917 25-29                    Male     United States of America
## 7918 35-39                    Male                        Spain
## 7919 22-24                    Male                        India
## 7920 22-24                    Male                        India
## 7921 30-34                    Male                      Belgium
## 7922 50-54                    Male     United States of America
## 7923 35-39                  Female     United States of America
## 7924 30-34                    Male                        India
## 7925 40-44                    Male                        Chile
## 7926 50-54                    Male     United States of America
## 7927 40-44                    Male                       Canada
## 7928 25-29                    Male                        Other
## 7929 50-54                    Male                       Mexico
## 7930 45-49                    Male                        Spain
## 7931 25-29                    Male                        Other
## 7932 35-39                    Male                        India
## 7933 40-44                    Male                       Russia
## 7934 25-29                    Male     United States of America
## 7935 18-21                    Male                        India
## 7936 35-39                    Male                     Portugal
## 7937 35-39                    Male                      Germany
## 7938 40-44                    Male                       Russia
## 7939 55-59                    Male     United States of America
## 7940 30-34                  Female                       Canada
## 7941 30-34                    Male                      Nigeria
## 7942 30-34                    Male                      Germany
## 7943 18-21                    Male                       Turkey
## 7944 40-44                    Male                       Poland
## 7945 22-24                  Female                       Russia
## 7946 50-54                    Male                       Russia
## 7947 30-34                    Male                    Australia
## 7948 60-69                    Male                  Netherlands
## 7949 40-44                    Male                       Brazil
## 7950 60-69                    Male     United States of America
## 7951 35-39                    Male     United States of America
## 7952 35-39                    Male     United States of America
## 7953 45-49 Prefer to self-describe                       Poland
## 7954 25-29                    Male                       Canada
## 7955 25-29                    Male     United States of America
## 7956 22-24                    Male                        Other
## 7957 30-34                    Male                  Switzerland
## 7958 22-24                    Male                   Bangladesh
## 7959 25-29                    Male                   Bangladesh
## 7960 45-49                    Male                  New Zealand
## 7961 25-29                  Female                       Turkey
## 7962 35-39                    Male                       Israel
## 7963 22-24                    Male                      Morocco
## 7964 30-34                    Male                       Brazil
## 7965   70+                  Female                        Other
## 7966 30-34                    Male     United States of America
## 7967 35-39                    Male                    Australia
## 7968 25-29                    Male                       Norway
## 7969 35-39                    Male                       Israel
## 7970 35-39                    Male                      Ukraine
## 7971 60-69                    Male                       Sweden
## 7972 30-34                    Male                       Brazil
## 7973 40-44                    Male     United States of America
## 7974 25-29                    Male                       France
## 7975 25-29                    Male                      Austria
## 7976 25-29                    Male                       Brazil
## 7977 50-54                    Male                       Israel
## 7978 50-54                    Male                     Portugal
## 7979 35-39                  Female                        India
## 7980 40-44                    Male                        Other
## 7981 25-29                    Male                        India
## 7982 22-24       Prefer not to say                       France
## 7983 25-29                    Male     United States of America
## 7984 35-39                    Male                  Netherlands
## 7985 22-24                  Female     United States of America
## 7986 18-21                    Male     United States of America
## 7987 45-49                    Male     United States of America
## 7988 18-21                  Female                      Morocco
## 7989 35-39                  Female                      Germany
## 7990 30-34                  Female                       Greece
## 7991 30-34                  Female     United States of America
## 7992 18-21                    Male     United States of America
## 7993 25-29                    Male                     Portugal
## 7994 18-21                    Male                        India
## 7995 30-34                    Male     United States of America
## 7996 25-29                  Female     United States of America
## 7997 35-39                    Male                        Spain
## 7998 30-34                    Male                       France
## 7999 30-34                    Male                        Spain
## 8000 30-34                    Male                       Israel
## 8001 35-39                    Male                       Brazil
## 8002 60-69                    Male                       Russia
## 8003 50-54                    Male               United Kingdom
## 8004 22-24                    Male                       Brazil
## 8005 35-39                    Male                     Colombia
## 8006 30-34                    Male     United States of America
## 8007 35-39                    Male     United States of America
## 8008 45-49                    Male                        Other
## 8009 45-49                    Male                        Japan
## 8010 18-21                    Male     United States of America
## 8011 30-34                    Male                       Russia
## 8012 35-39                    Male     United States of America
## 8013 22-24                    Male                        India
## 8014 22-24                    Male     United States of America
## 8015 30-34                    Male                 South Africa
## 8016 35-39                    Male                        China
## 8017 30-34                    Male               United Kingdom
## 8018 35-39                    Male                       Brazil
## 8019 50-54                    Male     United States of America
## 8020 22-24                  Female                        Other
## 8021 25-29       Prefer not to say                 South Africa
## 8022 35-39                    Male               United Kingdom
## 8023 22-24                    Male                        India
## 8024 40-44                    Male     United States of America
## 8025 40-44                    Male                        Japan
## 8026 40-44                    Male                    Indonesia
## 8027 25-29                    Male                       Sweden
## 8028 22-24                    Male                       Poland
## 8029 18-21                    Male                        India
## 8030 30-34                    Male                        India
## 8031 35-39                    Male                       Russia
## 8032 25-29                  Female                        Other
## 8033 60-69                    Male                       Mexico
## 8034 40-44                    Male                    Argentina
## 8035 45-49                    Male                      Belarus
## 8036 30-34                    Male                       Brazil
## 8037 30-34                    Male                        Spain
## 8038 22-24                    Male     United States of America
## 8039 50-54                    Male                        Kenya
## 8040 22-24                  Female                      Ireland
## 8041 22-24                    Male                       Russia
## 8042 25-29                  Female     United States of America
## 8043 30-34                    Male                      Nigeria
## 8044 40-44                    Male Iran, Islamic Republic of...
## 8045 18-21                    Male                        India
## 8046 22-24                    Male                        India
## 8047 30-34                    Male                       France
## 8048 25-29                  Female     United States of America
## 8049 30-34                    Male                        Other
## 8050 50-54                    Male     United States of America
## 8051 30-34                    Male                        Chile
## 8052 50-54                    Male                        Other
## 8053 25-29                    Male     United States of America
## 8054 40-44                    Male                 South Africa
## 8055 25-29                    Male                         Peru
## 8056 22-24                    Male                     Pakistan
## 8057 25-29                  Female                      Ukraine
## 8058 40-44                    Male                        Other
## 8059 30-34                    Male     United States of America
## 8060 25-29                  Female                  Netherlands
## 8061 18-21                    Male                        India
## 8062 55-59                    Male     United States of America
## 8063 40-44                    Male                 South Africa
## 8064 35-39                    Male               United Kingdom
## 8065 30-34                    Male                       Brazil
## 8066 55-59                    Male     United States of America
## 8067 30-34                  Female                  New Zealand
## 8068 30-34                    Male                        China
## 8069 40-44                    Male                        Other
## 8070 22-24                    Male                        Japan
## 8071 18-21                    Male                       France
## 8072 25-29                    Male                      Germany
## 8073 35-39                    Male                      Denmark
## 8074 30-34                    Male     United States of America
## 8075 25-29                    Male     United States of America
## 8076 22-24                    Male                        India
## 8077 18-21                  Female                        India
## 8078 30-34                  Female     United States of America
## 8079 35-39                    Male                        India
## 8080 18-21                    Male                      Nigeria
## 8081 25-29                    Male                      Nigeria
## 8082 55-59                    Male                       Canada
## 8083 25-29                  Female     United States of America
## 8084 18-21                    Male                        Other
## 8085 35-39                    Male                       Sweden
## 8086 35-39                  Female     United States of America
## 8087 30-34                    Male                        Other
## 8088 25-29                    Male     United States of America
## 8089 30-34                    Male                      Denmark
## 8090 30-34                    Male                       Mexico
## 8091 25-29                  Female                       France
## 8092 60-69                    Male     United States of America
## 8093 18-21                    Male                        Kenya
## 8094 30-34                  Female                      Germany
## 8095 35-39                    Male                      Morocco
## 8096 30-34                    Male                     Colombia
## 8097 25-29                    Male                        India
## 8098 25-29                    Male                        India
## 8099 45-49                    Male                     Pakistan
## 8100 25-29                    Male                  Switzerland
## 8101 55-59                    Male                        Japan
## 8102 30-34                    Male     United States of America
## 8103 30-34                    Male                       Norway
## 8104 35-39                    Male                      Germany
## 8105 35-39                    Male                        Other
## 8106 35-39                    Male                        Other
## 8107 40-44                    Male                       Sweden
## 8108 25-29                    Male     United States of America
## 8109 35-39                    Male     United States of America
## 8110 25-29                    Male                        India
## 8111 30-34                  Female     United States of America
## 8112 45-49                    Male                    Singapore
## 8113 25-29                    Male     United States of America
## 8114 60-69                    Male                      Belgium
## 8115 50-54                    Male     United States of America
## 8116 25-29                    Male                        India
## 8117 35-39                    Male                        Spain
## 8118 45-49                    Male               United Kingdom
## 8119 22-24                    Male                       Canada
## 8120 22-24                    Male                        India
## 8121 25-29                  Female     United States of America
## 8122 25-29                    Male                      Germany
## 8123 25-29                    Male     United States of America
## 8124 25-29                    Male                        India
## 8125 30-34                    Male                         Peru
## 8126 35-39                    Male               United Kingdom
## 8127 35-39                    Male                        India
## 8128 25-29       Prefer not to say                       Canada
## 8129 30-34 Prefer to self-describe                       Russia
## 8130 25-29                    Male                     Pakistan
## 8131 30-34                    Male     United States of America
## 8132 50-54                    Male                       Israel
## 8133 60-69                    Male     United States of America
## 8134 22-24                    Male                        China
## 8135 30-34                    Male                      Nigeria
## 8136 25-29                    Male     United States of America
## 8137 25-29                    Male                      Germany
## 8138 35-39                    Male                      Algeria
## 8139 30-34                    Male     United States of America
## 8140 55-59                    Male                       Mexico
## 8141 30-34                    Male     United States of America
## 8142 30-34                  Female     United States of America
## 8143 25-29                    Male                      Germany
## 8144 30-34                    Male                      Morocco
## 8145 45-49                    Male                       Canada
## 8146 35-39                    Male     United States of America
## 8147 60-69                  Female     United States of America
## 8148 22-24                    Male                     Colombia
## 8149 25-29                    Male                       Turkey
## 8150 30-34                    Male                     Portugal
## 8151 25-29                    Male                      Belgium
## 8152 22-24                    Male                       Brazil
## 8153 25-29                    Male                     Pakistan
## 8154 22-24                    Male     United States of America
## 8155 25-29                    Male                       Russia
## 8156 25-29                    Male     United States of America
## 8157 30-34                    Male     United States of America
## 8158 35-39                    Male                      Ireland
## 8159 35-39                    Male     United States of America
## 8160 25-29                  Female                       France
## 8161 30-34                    Male     United States of America
## 8162 35-39                  Female                      Germany
## 8163 22-24                    Male                        Other
## 8164 25-29                    Male                       Brazil
## 8165 35-39       Prefer not to say                        Spain
## 8166 18-21                    Male                      Belgium
## 8167 22-24                    Male     United States of America
## 8168 25-29                    Male     United States of America
## 8169 25-29                    Male     United States of America
## 8170 30-34                    Male                        India
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## 8172 50-54                  Female     United States of America
## 8173 22-24                    Male     United States of America
## 8174 50-54                    Male                       Brazil
## 8175 22-24                    Male     United States of America
## 8176 50-54                    Male     United States of America
## 8177 50-54                    Male                       France
## 8178 40-44                    Male     United States of America
## 8179 22-24                    Male                      Nigeria
## 8180 30-34                    Male                        India
## 8181 35-39                    Male                        Spain
## 8182 30-34                    Male                       Russia
## 8183 25-29                    Male                      Belarus
## 8184 25-29                    Male                       Brazil
## 8185 22-24                  Female                      Belgium
## 8186 30-34       Prefer not to say                       Mexico
## 8187 35-39                  Female                       France
## 8188 45-49                  Female                       Canada
## 8189 40-44       Prefer not to say                  Switzerland
## 8190 22-24                    Male     United States of America
## 8191 18-21                    Male     United States of America
## 8192 35-39                    Male                      Algeria
## 8193 25-29                    Male                    Australia
## 8194 50-54                    Male                        Italy
## 8195 30-34                    Male                  Switzerland
## 8196 40-44                    Male                        Other
## 8197 30-34                    Male     United States of America
## 8198 22-24                    Male                        Other
## 8199 45-49                    Male                       France
## 8200 40-44                    Male     United States of America
## 8201   70+                    Male     United States of America
## 8202 22-24                  Female     United States of America
## 8203 35-39                  Female                      Nigeria
## 8204 50-54                    Male                      Hungary
## 8205 22-24                    Male     United States of America
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## 8207 35-39                    Male     United States of America
## 8208 60-69                    Male     United States of America
## 8209 18-21                    Male                         Peru
## 8210 40-44                    Male                      Morocco
## 8211 55-59                    Male                       France
## 8212 35-39                    Male     United States of America
## 8213 30-34                  Female                       Canada
## 8214 30-34                  Female                  Switzerland
## 8215 45-49                    Male     United States of America
## 8216 18-21                    Male                        India
## 8217 40-44                  Female     United States of America
## 8218   70+                    Male     United States of America
## 8219 50-54                    Male     United States of America
## 8220 50-54                    Male                        Italy
## 8221 35-39                    Male                       Turkey
## 8222 25-29                    Male                      Nigeria
## 8223 25-29                    Male                        Italy
## 8224 25-29                    Male                  New Zealand
## 8225 18-21                  Female                        India
## 8226 45-49                    Male     United States of America
## 8227 25-29                  Female     United States of America
## 8228 22-24                    Male                       France
## 8229 22-24                    Male                       Russia
## 8230 35-39                    Male                       Norway
## 8231 25-29                    Male     United States of America
## 8232 22-24                    Male                         Peru
## 8233 50-54                    Male                       Brazil
## 8234 45-49                  Female     United States of America
## 8235 25-29                  Female     United States of America
## 8236 25-29                    Male     United States of America
## 8237 30-34                    Male     United States of America
## 8238 22-24                  Female                     Pakistan
## 8239 45-49                    Male                  Switzerland
## 8240 30-34                  Female                        Egypt
## 8241 40-44       Prefer not to say               United Kingdom
## 8242 30-34                    Male                        India
## 8243 25-29                    Male                    Australia
## 8244 18-21                    Male                        Other
## 8245 30-34                    Male                        Italy
## 8246 25-29                  Female                       France
## 8247 18-21                    Male                        India
## 8248 18-21                    Male                        India
## 8249 40-44                    Male     United States of America
## 8250 18-21                    Male                        India
## 8251 40-44                    Male                      Nigeria
## 8252 22-24                    Male                        Japan
## 8253 45-49       Prefer not to say     United States of America
## 8254 30-34                    Male                        Other
## 8255 55-59                    Male     United States of America
## 8256 30-34                    Male                       Canada
## 8257 25-29 Prefer to self-describe     United States of America
## 8258 25-29                    Male                       Brazil
## 8259 30-34                    Male                       Turkey
## 8260 35-39                  Female               United Kingdom
## 8261 40-44                    Male               United Kingdom
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## 8264 50-54                    Male                       Canada
## 8265 30-34                    Male                       Russia
## 8266 30-34                  Female     United States of America
## 8267 25-29                  Female     United States of America
## 8268 22-24                    Male                        China
## 8269 25-29                    Male                        Spain
## 8270 18-21                  Female                        India
## 8271 25-29                    Male                       France
## 8272 30-34                    Male                      Germany
## 8273 35-39                    Male                       Russia
## 8274 30-34                  Female                       Brazil
## 8275 40-44                    Male               United Kingdom
## 8276 25-29                    Male               United Kingdom
## 8277 35-39                    Male               United Kingdom
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## 8279 35-39                    Male     United States of America
## 8280 55-59                    Male     United States of America
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## 8282 25-29                    Male                       Canada
## 8283 25-29                  Female     United States of America
## 8284 55-59                    Male               United Kingdom
## 8285 30-34                  Female                    Australia
## 8286 35-39                    Male                    Australia
## 8287 18-21                    Male                        Other
## 8288 25-29                    Male                  Netherlands
## 8289 30-34                    Male                        Spain
## 8290 50-54                    Male     United States of America
## 8291 30-34                  Female                       Brazil
## 8292 25-29                    Male                        India
## 8293 25-29                    Male                       France
## 8294 45-49                    Male                        Spain
## 8295 40-44                    Male                  New Zealand
## 8296 30-34                    Male                       Israel
## 8297 55-59                    Male                       Mexico
## 8298 45-49                  Female     United States of America
## 8299 50-54                    Male     United States of America
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## 8304 25-29                    Male     United States of America
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## 8309 25-29                    Male                      Nigeria
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## 8314 30-34                    Male                  New Zealand
## 8315 25-29                    Male                        Japan
## 8316 22-24                    Male                        India
## 8317 35-39                  Female     United States of America
## 8318 22-24                    Male                        India
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## 8325 35-39                    Male                        Japan
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## 8327 40-44                    Male     United States of America
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## 8331 30-34                  Female                       Brazil
## 8332 40-44                    Male                       Brazil
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## 8334 25-29                  Female     United States of America
## 8335 22-24                    Male                        India
## 8336 40-44                    Male                       France
## 8337 30-34                    Male                        Other
## 8338 35-39                  Female                         Peru
## 8339 45-49                    Male                    Australia
## 8340 18-21                    Male                      Nigeria
## 8341 22-24                  Female                      Morocco
## 8342 30-34                    Male                      Germany
## 8343 30-34                    Male                        Egypt
## 8344 30-34                    Male                        India
## 8345 18-21                    Male                        India
## 8346 18-21                  Female                      Nigeria
## 8347 45-49                    Male                  Switzerland
## 8348 25-29                    Male                      Nigeria
## 8349 22-24                    Male                        India
## 8350 25-29                    Male                       Poland
## 8351 45-49                  Female     United States of America
## 8352 25-29                    Male                   Bangladesh
## 8353 25-29                    Male                       Brazil
## 8354 25-29                    Male                        India
## 8355 35-39                    Male               United Kingdom
## 8356 25-29                  Female     United States of America
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## 8360 25-29                  Female     United States of America
## 8361 40-44                    Male     United States of America
## 8362 22-24                    Male     United States of America
## 8363 25-29                    Male                       France
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## 8366 35-39                    Male     United States of America
## 8367 25-29                    Male                      Germany
## 8368 40-44                  Female                        Other
## 8369 40-44                    Male                        Japan
## 8370 35-39                    Male                        Chile
## 8371 40-44                    Male                       Norway
## 8372 25-29                    Male                       Russia
## 8373 35-39                  Female                       France
## 8374 25-29                    Male                       Turkey
## 8375 25-29                    Male     United States of America
## 8376 25-29                  Female                       Sweden
## 8377 40-44                    Male                    Australia
## 8378 40-44                    Male     United States of America
## 8379 22-24                  Female                        Japan
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## 8383 25-29                    Male     United States of America
## 8384 40-44                    Male     United States of America
## 8385 40-44                    Male     United States of America
## 8386 45-49                    Male     United States of America
## 8387 45-49                    Male     United States of America
## 8388   70+                    Male                      Germany
## 8389 22-24                    Male                        India
## 8390 60-69                    Male     United States of America
## 8391 60-69                    Male     United States of America
## 8392 25-29                    Male               Czech Republic
## 8393 40-44                    Male                    Australia
## 8394 25-29                    Male                       Brazil
## 8395 22-24                    Male                      Morocco
## 8396 25-29                    Male     United States of America
## 8397 25-29                    Male                      Nigeria
## 8398 22-24                    Male                       Canada
## 8399 35-39                    Male     United States of America
## 8400 30-34                    Male                      Nigeria
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## 8402 30-34                    Male                  Netherlands
## 8403 40-44                  Female     United States of America
## 8404 35-39                    Male                       Canada
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## 8406 40-44                    Male     United States of America
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## 8409 25-29                    Male     United States of America
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## 8412   70+                    Male     United States of America
## 8413 50-54                  Female                     Portugal
## 8414 30-34                    Male                        Spain
## 8415 60-69                    Male                        Spain
## 8416 25-29                    Male                      Nigeria
## 8417 60-69                    Male                    Australia
## 8418 22-24                    Male                        Other
## 8419 25-29                    Male                  New Zealand
## 8420 35-39                  Female     United States of America
## 8421 35-39                  Female                     Thailand
## 8422 50-54                    Male     United States of America
## 8423 25-29                    Male     United States of America
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## 8425 50-54                    Male     United States of America
## 8426 25-29                    Male                      Ukraine
## 8427 55-59                    Male                        Spain
## 8428 30-34                    Male                       Brazil
## 8429 60-69                    Male                    Australia
## 8430 60-69                    Male     United States of America
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## 8432 35-39                    Male                        Japan
## 8433 30-34                  Female     United States of America
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## 8435 25-29                    Male                        Japan
## 8436 45-49                    Male     United States of America
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## 8438 30-34                    Male     United States of America
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## 8440 35-39                    Male                        Japan
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## 8442   70+                    Male     United States of America
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## 8445 25-29                  Female                       Sweden
## 8446 22-24                    Male                        India
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## 8448 40-44                  Female     United States of America
## 8449 25-29                    Male                        India
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## 8451 60-69                    Male                        Other
## 8452 30-34                    Male                        Japan
## 8453 60-69                    Male                    Australia
## 8454 25-29                    Male                       France
## 8455 40-44                    Male     United States of America
## 8456 35-39                    Male                       France
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## 8458 50-54                    Male                        Other
## 8459 25-29                    Male                        India
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## 8462 25-29                  Female                        Other
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## 8466 30-34                    Male     United States of America
## 8467 30-34                    Male                        Other
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## 8470 55-59                    Male     United States of America
## 8471 35-39                    Male                    Australia
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## 8473 30-34                    Male                        Spain
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## 8478 25-29                    Male     United States of America
## 8479 22-24                    Male                        India
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## 8485 55-59       Prefer not to say     United States of America
## 8486 40-44                    Male                    Australia
## 8487 18-21                    Male     United States of America
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## 8489 25-29                    Male               United Kingdom
## 8490 22-24                  Female                     Thailand
## 8491 25-29                    Male     United States of America
## 8492 22-24                    Male                       Sweden
## 8493 40-44                    Male     United States of America
## 8494 45-49                    Male                        India
## 8495 45-49                  Female                        Spain
## 8496 45-49                    Male                      Nigeria
## 8497 45-49                    Male     United States of America
## 8498 30-34                    Male                       Brazil
## 8499 25-29                    Male                        India
## 8500 35-39                    Male     United States of America
## 8501 40-44                  Female     United States of America
## 8502 50-54                    Male                        Spain
## 8503 30-34                    Male     United States of America
## 8504 22-24                    Male                        India
## 8505 18-21                    Male                        Japan
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## 8507 30-34                    Male                        India
## 8508 22-24                    Male                       Brazil
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## 8512 22-24                    Male     United States of America
## 8513 40-44                    Male                    Australia
## 8514 18-21                  Female                     Pakistan
## 8515 40-44                  Female                       Brazil
## 8516 50-54                  Female     United States of America
## 8517 22-24                    Male                        Japan
## 8518 55-59                  Female     United States of America
## 8519 22-24                    Male     United States of America
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## 8525 45-49                  Female     United States of America
## 8526 50-54                    Male                    Australia
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## 8529 25-29                    Male            Republic of Korea
## 8530 25-29                  Female                    Australia
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## 8532 25-29                    Male                    Singapore
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## 8536 40-44                    Male     United States of America
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## 8550 22-24                    Male                        India
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## 8553 30-34                    Male                        India
## 8554 30-34                    Male                        Japan
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## 8560 55-59                    Male                        India
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## 8573 25-29                  Female     United States of America
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## 8583 45-49                    Male     United States of America
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## 8587 22-24                  Female     United States of America
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## 8590 35-39                  Female     United States of America
## 8591 30-34                    Male           Hong Kong (S.A.R.)
## 8592 45-49                    Male               United Kingdom
## 8593   70+                  Female     United States of America
## 8594 45-49                    Male     United States of America
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## 8597 55-59                    Male     United States of America
## 8598 30-34                    Male     United States of America
## 8599 40-44                    Male                    Singapore
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## 8602 22-24                    Male                        Other
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## 8605 35-39                    Male                       Taiwan
## 8606 60-69                    Male     United States of America
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## 8609 35-39                    Male                        Other
## 8610 45-49                    Male                        Other
## 8611 30-34                    Male                       Brazil
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## 8614 35-39                    Male     United States of America
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## 8622 30-34                    Male     United States of America
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## 8624 40-44                    Male     United States of America
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## 8631 40-44                    Male     United States of America
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## 8633 25-29                    Male                    Australia
## 8634 25-29                    Male                        India
## 8635 50-54                  Female                        Japan
## 8636 25-29                    Male                  Switzerland
## 8637 30-34                    Male     United States of America
## 8638 25-29                    Male     United States of America
## 8639 18-21                  Female     United States of America
## 8640 25-29                    Male     United States of America
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## 8644 35-39                    Male     United States of America
## 8645 40-44                    Male                       Canada
## 8646 35-39                    Male                       Israel
## 8647 35-39                    Male     United States of America
## 8648 45-49                    Male                        Japan
## 8649 45-49                    Male                  South Korea
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## 8652 22-24                    Male                      Nigeria
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## 8654 50-54                    Male                       Canada
## 8655 18-21                  Female     United States of America
## 8656 45-49                    Male                        Japan
## 8657 22-24                    Male                        India
## 8658 40-44       Prefer not to say                    Australia
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## 8662 18-21                    Male                        India
## 8663 22-24                  Female     United States of America
## 8664 35-39                    Male                       Brazil
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## 8673 35-39                    Male     United States of America
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## 8675 35-39                  Female     United States of America
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## 8677 18-21                  Female                        India
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## 8686 30-34                  Female                        Egypt
## 8687 30-34                    Male     United States of America
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## 8690 35-39                  Female     United States of America
## 8691 25-29                    Male     United States of America
## 8692   70+                    Male     United States of America
## 8693 45-49                    Male                        Japan
## 8694 25-29                    Male                      Tunisia
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## 8696 35-39                    Male           Hong Kong (S.A.R.)
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## 8700 30-34                    Male                       Taiwan
## 8701 55-59                    Male                        Chile
## 8702 50-54                    Male                        Japan
## 8703 45-49                  Female     United States of America
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## 8705 45-49                    Male            Republic of Korea
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## 8707 25-29                    Male                  Philippines
## 8708 18-21                    Male                        India
## 8709 35-39                    Male            Republic of Korea
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## 8711 22-24                    Male                     Malaysia
## 8712 55-59                    Male     United States of America
## 8713 30-34                    Male     United States of America
## 8714 22-24                    Male                       Brazil
## 8715 40-44                    Male                    Australia
## 8716 22-24                    Male                       Brazil
## 8717 60-69                    Male                        Japan
## 8718 22-24                    Male                         Peru
## 8719 40-44                    Male                       Brazil
## 8720 55-59                    Male                       Mexico
## 8721 45-49                  Female     United States of America
## 8722 25-29                    Male     United States of America
## 8723 50-54                    Male                        Japan
## 8724 30-34                    Male                  South Korea
## 8725 25-29                    Male     United States of America
## 8726 40-44                    Male                        China
## 8727 18-21                    Male                        Other
## 8728 22-24                  Female                        India
## 8729 25-29                  Female                       Canada
## 8730 25-29                  Female                      Germany
## 8731 18-21                    Male                       Canada
## 8732 60-69                    Male     United States of America
## 8733 22-24                    Male                        India
## 8734 25-29                    Male                    Australia
## 8735 45-49                  Female     United States of America
## 8736 60-69                    Male     United States of America
## 8737 35-39       Prefer not to say                        Japan
## 8738 60-69                    Male                        Japan
## 8739 25-29                    Male                      Nigeria
## 8740 22-24                  Female                     Viet Nam
## 8741 25-29       Prefer not to say                        China
## 8742 35-39                    Male                  Philippines
## 8743 18-21                  Female                        India
## 8744 25-29                    Male                        Japan
## 8745 18-21                    Male                        China
## 8746 25-29                    Male                        India
## 8747 25-29                    Male                  South Korea
## 8748 40-44                    Male                       Taiwan
## 8749 30-34                  Female     United States of America
## 8750 40-44                  Female     United States of America
## 8751 25-29                    Male                     Colombia
## 8752 18-21                    Male                        China
## 8753 45-49                    Male     United States of America
## 8754 55-59                  Female     United States of America
## 8755 30-34                    Male                        India
## 8756 18-21                    Male                        India
## 8757 45-49                    Male                  South Korea
## 8758 30-34                  Female                        India
## 8759 25-29                    Male     United States of America
## 8760 22-24                  Female     United States of America
## 8761 25-29                  Female                     Malaysia
## 8762 35-39                    Male               United Kingdom
## 8763 35-39                  Female                        India
## 8764 35-39                    Male     United States of America
## 8765 30-34                    Male                       Canada
## 8766 25-29                    Male                       Brazil
## 8767 30-34                    Male                        Japan
## 8768 25-29                    Male                     Colombia
## 8769 18-21                  Female                        India
## 8770 25-29                    Male                       Brazil
## 8771 30-34                    Male     United States of America
## 8772 25-29                    Male           Hong Kong (S.A.R.)
## 8773 25-29                    Male                        Japan
## 8774 18-21                    Male                        India
## 8775 50-54                    Male                    Australia
## 8776 25-29                    Male     United States of America
## 8777 18-21                    Male                        India
## 8778 40-44                    Male     United States of America
## 8779 30-34                    Male                        India
## 8780 18-21                  Female                        India
## 8781 35-39                    Male                     Viet Nam
## 8782 25-29                    Male                       Canada
## 8783 22-24                    Male                      Nigeria
## 8784 45-49                    Male                  South Korea
## 8785 40-44                    Male                        China
## 8786 30-34                    Male                     Colombia
## 8787 25-29                    Male                       Russia
## 8788 50-54                    Male                    Singapore
## 8789 30-34                    Male                        India
## 8790 60-69                    Male                       Mexico
## 8791 45-49                    Male                       Taiwan
## 8792 60-69                    Male     United States of America
## 8793 25-29                  Female                     Malaysia
## 8794 30-34                    Male                       Brazil
## 8795 25-29                    Male                        Japan
## 8796 18-21                  Female                        India
## 8797 22-24                    Male     United States of America
## 8798 25-29                    Male                        India
## 8799 18-21                    Male                        India
## 8800 50-54                    Male                    Indonesia
## 8801 25-29                    Male                        India
## 8802 40-44                    Male                       Brazil
## 8803 22-24                    Male                         Peru
## 8804 25-29                    Male                        China
## 8805 25-29                    Male                     Viet Nam
## 8806 50-54                  Female                       Canada
## 8807 18-21                    Male                        India
## 8808 25-29                    Male                        India
## 8809 18-21                  Female                        India
## 8810 22-24                    Male                        China
## 8811 30-34                    Male                       Taiwan
## 8812 30-34                    Male            Republic of Korea
## 8813 35-39                    Male                        Japan
## 8814 25-29                    Male                         Peru
## 8815 22-24                    Male                        India
## 8816 25-29                    Male                        India
## 8817 25-29                    Male                       Mexico
## 8818 50-54                    Male                        India
## 8819 60-69                    Male                    Argentina
## 8820 30-34                    Male                    Indonesia
## 8821 30-34                    Male     United States of America
## 8822 30-34                    Male     United States of America
## 8823 35-39                    Male                        Japan
## 8824 25-29                    Male                        India
## 8825 40-44                    Male                       Brazil
## 8826 25-29                    Male                        India
## 8827 25-29                    Male                       Russia
## 8828 18-21       Prefer not to say                      Belgium
## 8829 18-21                  Female                    Singapore
## 8830 45-49                    Male                        India
## 8831 50-54       Prefer not to say     United States of America
## 8832 25-29                    Male                    Indonesia
## 8833 22-24                    Male                     Colombia
## 8834 22-24                    Male                        Other
## 8835 22-24                    Male     United States of America
## 8836 40-44                    Male     United States of America
## 8837 35-39                    Male                        India
## 8838 55-59                    Male                       Canada
## 8839 25-29                    Male     United States of America
## 8840 45-49                  Female     United States of America
## 8841 40-44                    Male     United States of America
## 8842 55-59                    Male                       Brazil
## 8843 22-24                    Male                        China
## 8844 25-29                    Male                        Kenya
## 8845 25-29                    Male                        Japan
## 8846 35-39                  Female                       Taiwan
## 8847 50-54                    Male                        Japan
## 8848 22-24                    Male                        India
## 8849 18-21                  Female                        India
## 8850 30-34                  Female     United States of America
## 8851 30-34                    Male                       Brazil
## 8852 18-21                    Male                       Brazil
## 8853 35-39                    Male                        India
## 8854 50-54                    Male                       Taiwan
## 8855 35-39                    Male                       Taiwan
## 8856 30-34                    Male                       Brazil
## 8857 30-34                    Male                        India
## 8858 50-54                    Male                    Singapore
## 8859 25-29                    Male                      Belarus
## 8860 50-54                    Male                        China
## 8861 50-54                    Male                  South Korea
## 8862 45-49                    Male     United States of America
## 8863 35-39                    Male                       Taiwan
## 8864 22-24                    Male                       Taiwan
## 8865 25-29                    Male     United States of America
## 8866 30-34                    Male                     Viet Nam
## 8867 30-34                  Female     United States of America
## 8868 25-29                    Male                        India
## 8869 40-44                    Male     United States of America
## 8870 50-54                  Female                        Chile
## 8871 30-34                    Male     United States of America
## 8872 25-29                    Male                        China
## 8873 25-29                    Male     United States of America
## 8874   70+                    Male     United States of America
## 8875 22-24                  Female                     Malaysia
## 8876 55-59                    Male               United Kingdom
## 8877 30-34                    Male                        India
## 8878 45-49                    Male                    Australia
## 8879 40-44                    Male                        India
## 8880 30-34                    Male                    Singapore
## 8881 35-39                    Male                    Argentina
## 8882 25-29                    Male                        China
## 8883 25-29                    Male     United States of America
## 8884 45-49                    Male                        India
## 8885 45-49                    Male                       Taiwan
## 8886 25-29                    Male                    Australia
## 8887 25-29                    Male                        China
## 8888 22-24                    Male     United States of America
## 8889 22-24                    Male                       Brazil
## 8890 22-24                    Male                        India
## 8891 40-44                    Male                       Taiwan
## 8892 25-29                    Male                       Canada
## 8893 25-29                    Male                       Brazil
## 8894 30-34                    Male     United States of America
## 8895 22-24                    Male     United States of America
## 8896 18-21                    Male                        India
## 8897 22-24                    Male                        Egypt
## 8898 30-34                    Male                       Brazil
## 8899 45-49                    Male                       Taiwan
## 8900 18-21                    Male                        Japan
## 8901 25-29                    Male                       Taiwan
## 8902 30-34                    Male                        India
## 8903 35-39                  Female                        India
## 8904 25-29                    Male                    Singapore
## 8905 22-24                    Male                       Taiwan
## 8906 30-34                    Male                        India
## 8907 18-21                    Male                        India
## 8908 22-24                    Male                        India
## 8909 22-24                    Male                        India
## 8910 25-29                    Male                        China
## 8911 25-29                    Male                    Singapore
## 8912 60-69                    Male                        Other
## 8913 60-69                    Male     United States of America
## 8914 22-24                    Male                        India
## 8915 35-39                    Male                        China
## 8916 22-24                    Male                    Singapore
## 8917 22-24                    Male                    Australia
## 8918 40-44                    Male                       Taiwan
## 8919   70+                    Male     United States of America
## 8920 25-29                    Male                    Indonesia
## 8921 18-21                    Male                        India
## 8922 35-39                    Male                        Japan
## 8923 25-29                    Male                        India
## 8924 40-44                  Female     United States of America
## 8925 25-29                    Male                       Taiwan
## 8926 25-29                    Male                     Pakistan
## 8927 60-69                    Male                        Chile
## 8928 40-44                  Female                       Canada
## 8929 22-24                  Female                        India
## 8930 40-44                    Male                        India
## 8931 35-39                    Male                       Taiwan
## 8932 30-34                    Male                        India
## 8933 45-49                  Female     United States of America
## 8934 22-24                    Male                    Indonesia
## 8935 45-49                    Male                       Taiwan
## 8936 45-49                    Male     United States of America
## 8937 18-21                    Male                     Viet Nam
## 8938 25-29                    Male                        Japan
## 8939 30-34                    Male                     Malaysia
## 8940 45-49                    Male                        India
## 8941 35-39                    Male     United States of America
## 8942 25-29                    Male           Hong Kong (S.A.R.)
## 8943 25-29                    Male                        China
## 8944 25-29                    Male                       Brazil
## 8945 35-39                    Male                       Turkey
## 8946 35-39                    Male                     Malaysia
## 8947 25-29                  Female     United States of America
## 8948 18-21                    Male                        India
## 8949 50-54                    Male                  South Korea
## 8950 18-21                    Male                        India
## 8951 25-29                    Male                        India
## 8952 22-24                    Male                        China
## 8953 30-34                    Male     United States of America
## 8954 50-54                    Male     United States of America
## 8955 35-39                    Male                       Brazil
## 8956 30-34                    Male                  South Korea
## 8957 45-49                  Female                        Japan
## 8958 25-29                  Female                        India
## 8959 30-34                    Male                        India
## 8960 22-24                    Male                        China
## 8961 45-49                    Male                        Japan
## 8962 25-29                    Male                        India
## 8963 35-39                  Female                        Italy
## 8964 22-24                    Male                        India
## 8965 18-21                    Male                        India
## 8966 22-24                    Male     United States of America
## 8967 18-21                    Male                        India
## 8968 18-21                    Male                        India
## 8969 25-29                    Male                      Romania
## 8970 25-29                    Male                        China
## 8971 30-34                  Female                    Australia
## 8972 30-34                    Male                        India
## 8973 22-24                    Male                        India
## 8974 35-39                    Male     United States of America
## 8975 18-21                    Male                        Kenya
## 8976 45-49                    Male                     Pakistan
## 8977 45-49                    Male                       Canada
## 8978 35-39                    Male     United States of America
## 8979 25-29                  Female                        India
## 8980 50-54                    Male                        Japan
## 8981 25-29                    Male                        China
## 8982 25-29                    Male                        India
## 8983 45-49                  Female                       Taiwan
## 8984 30-34                    Male                        Japan
## 8985 25-29                    Male                       Brazil
## 8986 35-39                    Male                        India
## 8987 30-34                    Male                        India
## 8988 30-34                    Male                       Brazil
## 8989 30-34                    Male                        India
## 8990 60-69                    Male                        India
## 8991 22-24                    Male                       Mexico
## 8992 25-29                    Male                        China
## 8993 22-24                    Male                        India
## 8994 25-29                    Male                       Taiwan
## 8995 25-29                    Male                        India
## 8996 22-24                    Male                       Taiwan
## 8997 18-21                    Male                        India
## 8998 35-39                    Male                        Japan
## 8999 35-39                    Male                     Viet Nam
## 9000 35-39                    Male                       Taiwan
## 9001 18-21                    Male                        India
## 9002 25-29                    Male                       Taiwan
## 9003 22-24                  Female           Hong Kong (S.A.R.)
## 9004 25-29                    Male                  South Korea
## 9005 22-24                    Male                       Taiwan
## 9006 18-21                    Male                       Taiwan
## 9007 35-39                    Male                        India
## 9008 35-39                    Male                        India
## 9009 18-21                  Female                        India
## 9010 25-29                    Male                     Colombia
## 9011 22-24                    Male                    Australia
## 9012 40-44                    Male     United States of America
## 9013 25-29                  Female     United States of America
## 9014 18-21                    Male                  South Korea
## 9015 22-24                    Male                    Indonesia
## 9016 22-24                  Female                        India
## 9017 35-39                    Male                    Indonesia
## 9018 45-49                    Male     United States of America
## 9019 35-39                    Male                        India
## 9020   70+                    Male     United States of America
## 9021 25-29                    Male                    Australia
## 9022 25-29                    Male     United States of America
## 9023 25-29                    Male                    Indonesia
## 9024 25-29                    Male                        Japan
## 9025 40-44                    Male                        India
## 9026 25-29                    Male     United States of America
## 9027 25-29                    Male                     Colombia
## 9028 25-29                  Female     United States of America
## 9029 25-29                    Male                        India
## 9030 22-24                    Male                        India
## 9031 50-54                    Male     United States of America
## 9032 25-29                    Male                       Canada
## 9033 35-39                  Female                       Canada
## 9034 35-39                    Male     United States of America
## 9035 22-24                    Male                       Taiwan
## 9036 30-34                    Male                   Bangladesh
## 9037 30-34                  Female                  Philippines
## 9038 40-44                    Male                    Argentina
## 9039 35-39                  Female     United States of America
## 9040 22-24                  Female                       France
## 9041 35-39                    Male                    Singapore
## 9042 25-29                    Male                    Indonesia
## 9043 30-34                    Male                    Singapore
## 9044 45-49                    Male                    Australia
## 9045 25-29                  Female                        India
## 9046 22-24                    Male               United Kingdom
## 9047 45-49                    Male                        India
## 9048 18-21                  Female                        India
## 9049 25-29                    Male            Republic of Korea
## 9050 25-29                    Male                    Indonesia
## 9051 40-44                    Male                      Germany
## 9052 30-34                    Male     United States of America
## 9053 18-21                  Female                        India
## 9054 18-21                    Male                        China
## 9055 40-44                    Male                    Singapore
## 9056 50-54                    Male                        Japan
## 9057 18-21                    Male                        India
## 9058 40-44                    Male                        Japan
## 9059 50-54       Prefer not to say                        Other
## 9060 22-24                    Male                        China
## 9061 25-29                    Male                        India
## 9062 35-39                    Male                       Taiwan
## 9063 25-29                    Male                       Taiwan
## 9064 22-24                    Male                        India
## 9065 18-21                    Male                        India
## 9066 30-34                    Male     United States of America
## 9067 30-34                    Male                        China
## 9068 25-29                    Male                    Indonesia
## 9069 40-44                    Male            Republic of Korea
## 9070 30-34                    Male                        India
## 9071 25-29                    Male                        China
## 9072 45-49                  Female                        Japan
## 9073 22-24                    Male     United States of America
## 9074 22-24                    Male                        India
## 9075 25-29                    Male                        China
## 9076 35-39                    Male                    Indonesia
## 9077 30-34                    Male                        India
## 9078 30-34                  Female                        India
## 9079 25-29                  Female     United States of America
## 9080 55-59                    Male                       Canada
## 9081 25-29                    Male                        Other
## 9082 22-24                    Male                        China
## 9083 18-21                    Male                        India
## 9084 30-34                    Male                  Philippines
## 9085 30-34                    Male                        India
## 9086 35-39                    Male                        Other
## 9087 25-29                    Male                        Japan
## 9088 25-29                    Male                        India
## 9089 22-24                    Male                        Japan
## 9090 30-34                    Male                    Singapore
## 9091 30-34                  Female                     Viet Nam
## 9092 18-21                    Male                        India
## 9093 22-24                    Male                   Bangladesh
## 9094 22-24                    Male                        Other
## 9095 35-39                    Male                        Japan
## 9096 18-21                  Female                        India
## 9097 45-49                    Male     United States of America
## 9098 18-21                    Male                        China
## 9099 35-39                    Male     United States of America
## 9100 18-21                    Male                        India
## 9101 18-21                    Male                        India
## 9102 40-44                  Female                        India
## 9103 35-39                    Male               United Kingdom
## 9104 18-21                    Male                        India
## 9105 25-29                  Female                     Malaysia
## 9106 40-44                    Male     United States of America
## 9107 25-29                    Male                        India
## 9108 18-21                    Male                      Nigeria
## 9109 30-34                  Female                        India
## 9110 45-49                    Male                        Japan
## 9111 25-29                    Male                        India
## 9112 25-29                    Male                        China
## 9113 40-44                    Male                    Singapore
## 9114 40-44                  Female                        India
## 9115 30-34                    Male                       Mexico
## 9116 18-21                  Female                        India
## 9117 18-21                    Male                        India
## 9118 30-34                    Male                        India
## 9119 60-69                    Male     United States of America
## 9120 55-59                    Male                      Germany
## 9121 22-24                    Male                    Indonesia
## 9122 35-39                  Female     United States of America
## 9123 22-24                  Female                        China
## 9124 40-44                    Male     United States of America
## 9125 50-54                    Male     United States of America
## 9126 22-24                    Male                        India
## 9127 35-39                    Male     United States of America
## 9128 22-24                  Female                     Viet Nam
## 9129 30-34                    Male     United States of America
## 9130 18-21                    Male                        India
## 9131 18-21                    Male                        India
## 9132 40-44                    Male                        Other
## 9133 30-34                  Female     United States of America
## 9134 22-24                    Male                        India
## 9135 30-34                    Male                       Taiwan
## 9136 22-24                    Male                        India
## 9137 18-21                    Male                        India
## 9138 22-24                    Male     United States of America
## 9139 40-44                    Male                    Australia
## 9140 18-21                    Male                        India
## 9141   70+                    Male                       Canada
## 9142 45-49                    Male            Republic of Korea
## 9143 30-34                  Female                    Indonesia
## 9144 22-24                    Male                   Bangladesh
## 9145 40-44                    Male           Hong Kong (S.A.R.)
## 9146 18-21                    Male                        India
## 9147 18-21                    Male                      Ukraine
## 9148 22-24                    Male     United States of America
## 9149 25-29                    Male                   Bangladesh
## 9150 35-39                    Male                        India
## 9151 22-24                    Male                        India
## 9152 35-39                    Male                   Bangladesh
## 9153 25-29                    Male                       Taiwan
## 9154 18-21                  Female                        India
## 9155 60-69                    Male     United States of America
## 9156 18-21                    Male                        India
## 9157 40-44                    Male                        India
## 9158 25-29                  Female                        India
## 9159 45-49                    Male                       Brazil
## 9160 22-24                    Male                        India
## 9161 30-34                    Male                        India
## 9162 45-49                    Male                       Taiwan
## 9163 18-21                    Male                        India
## 9164 35-39                    Male                        India
## 9165 18-21                    Male                        India
## 9166 18-21                    Male                        India
## 9167 35-39                    Male                       Taiwan
## 9168 22-24                    Male                        India
## 9169 25-29                    Male     United States of America
## 9170 22-24                    Male                        India
## 9171 25-29                    Male                     Malaysia
## 9172 22-24                    Male                      Nigeria
## 9173 18-21                    Male                      Romania
## 9174 45-49                    Male                        India
## 9175 45-49                    Male                        Japan
## 9176 22-24                    Male                        China
## 9177 60-69                    Male                        Japan
## 9178 18-21                  Female                        India
## 9179 25-29                    Male                        India
## 9180 22-24                    Male                       Taiwan
## 9181 18-21                    Male                        India
## 9182 25-29                    Male                        China
## 9183 18-21                    Male     United States of America
## 9184 35-39                    Male                       Taiwan
## 9185 25-29                  Female                    Singapore
## 9186 22-24                    Male                       Taiwan
## 9187 25-29                    Male                        China
## 9188 18-21                    Male                       Mexico
## 9189 35-39                    Male                        India
## 9190 50-54                    Male                       Russia
## 9191 55-59                    Male     United States of America
## 9192 18-21                  Female                        India
## 9193 18-21                    Male                        India
## 9194 18-21                    Male     United States of America
## 9195 22-24                    Male                        Other
## 9196 18-21                    Male                        India
## 9197 35-39                    Male                     Viet Nam
## 9198 30-34                    Male     United States of America
## 9199 25-29                  Female                        India
## 9200 45-49                    Male                         Peru
## 9201 18-21                    Male                        China
## 9202 30-34                    Male                        India
## 9203 30-34                    Male     United States of America
## 9204 18-21                    Male                        India
## 9205 18-21                    Male                        Other
## 9206 18-21                    Male                        India
## 9207 25-29                    Male                     Pakistan
## 9208 22-24                  Female                        Other
## 9209 30-34                    Male                     Viet Nam
## 9210 50-54                    Male     United States of America
## 9211 60-69                    Male                      Germany
## 9212 40-44                    Male                 Saudi Arabia
## 9213 22-24                    Male                        India
## 9214 35-39                  Female     United States of America
## 9215 18-21                    Male                        India
## 9216 45-49                    Male                        Japan
## 9217 22-24                  Female                  South Korea
## 9218 22-24                  Female                        India
## 9219 25-29                    Male     United States of America
## 9220 25-29                    Male                        India
## 9221 25-29                    Male                        India
## 9222 25-29                    Male                        India
## 9223 22-24                    Male                        India
## 9224 22-24                    Male                        China
## 9225 18-21                  Female                        India
## 9226 18-21                    Male                        India
## 9227 25-29                    Male                        India
## 9228 18-21                    Male                        India
## 9229 40-44                    Male                       Canada
## 9230 30-34                    Male                        China
## 9231 30-34                    Male                        India
## 9232 50-54                    Male     United States of America
## 9233 25-29                    Male                        Other
## 9234 35-39                  Female                    Australia
## 9235 35-39                    Male                  South Korea
## 9236 18-21                    Male                        India
## 9237 45-49                    Male                        Japan
## 9238 55-59                    Male                        India
## 9239 30-34                    Male                  South Korea
## 9240 18-21                    Male                        India
## 9241 45-49                    Male                  South Korea
## 9242 30-34                  Female     United States of America
## 9243 35-39                  Female                        India
## 9244 22-24                    Male                        Kenya
## 9245 18-21                    Male                        India
## 9246 30-34                    Male                       Mexico
## 9247 22-24                    Male                        India
## 9248 40-44                    Male                    Singapore
## 9249 30-34                    Male                     Malaysia
## 9250 25-29                    Male                        India
## 9251 25-29                    Male                       Canada
## 9252 50-54                    Male     United States of America
## 9253 35-39                    Male                  South Korea
## 9254 18-21                    Male                       Mexico
## 9255 25-29                  Female                        India
## 9256 22-24                    Male                        India
## 9257 22-24                    Male                        India
## 9258 30-34                    Male     United States of America
## 9259 22-24                    Male                  South Korea
## 9260 18-21                    Male                        India
## 9261 25-29                    Male                        Japan
## 9262 18-21                    Male                        India
## 9263 40-44                  Female                       Israel
## 9264 18-21                  Female                        India
## 9265 25-29                    Male                  South Korea
## 9266 45-49                    Male                       Russia
## 9267 50-54                  Female                        India
## 9268 40-44                    Male                    Australia
## 9269 22-24                    Male                     Viet Nam
## 9270 45-49                    Male                      Germany
## 9271 25-29                    Male Iran, Islamic Republic of...
## 9272 18-21                  Female                        India
## 9273 25-29                    Male                        India
## 9274 35-39                    Male                        China
## 9275   70+                    Male                        India
## 9276 25-29                    Male                   Bangladesh
## 9277 22-24                    Male                        India
## 9278 18-21                    Male                        India
## 9279 30-34                  Female                        India
## 9280 22-24                  Female                        India
## 9281 30-34                    Male                        India
## 9282 40-44                    Male                        Japan
## 9283 25-29                    Male                        India
## 9284 30-34                    Male                        India
## 9285 22-24                    Male                        India
## 9286 22-24                    Male                    Singapore
## 9287 35-39                    Male                        China
## 9288 22-24                    Male                        China
## 9289 30-34                    Male                        Other
## 9290 18-21                    Male     United States of America
## 9291 45-49                    Male            Republic of Korea
## 9292 60-69                    Male                        Japan
## 9293 22-24                    Male     United States of America
## 9294 25-29                    Male                  South Korea
## 9295 45-49                    Male                    Australia
## 9296 45-49                  Female                       Canada
## 9297 60-69                    Male                       Taiwan
## 9298 22-24                    Male                        China
## 9299 25-29                    Male                        China
## 9300 18-21                    Male                        India
## 9301 18-21                    Male                        India
## 9302 35-39                    Male     United States of America
## 9303 35-39                    Male                        Other
## 9304 50-54                    Male                    Singapore
## 9305 50-54                    Male                        Italy
## 9306 35-39                  Female                        India
## 9307 18-21                    Male                        India
## 9308 18-21                    Male                        India
## 9309 22-24                  Female                        India
## 9310 40-44                    Male                        Japan
## 9311 50-54                    Male                    Indonesia
## 9312 18-21                    Male                        India
## 9313 30-34                    Male                        India
## 9314 25-29                    Male                       Russia
## 9315 25-29                    Male     United States of America
## 9316 22-24                  Female                        Other
## 9317 35-39                    Male                        India
## 9318 35-39                  Female                     Malaysia
## 9319 30-34                    Male                        Japan
## 9320 18-21                  Female                        Other
## 9321 55-59                    Male                 Saudi Arabia
## 9322 22-24                    Male                        India
## 9323 18-21                    Male                       Russia
## 9324 18-21                    Male                        India
## 9325 30-34                    Male                        India
## 9326 18-21                  Female                        India
## 9327 40-44                    Male     United States of America
## 9328 18-21                  Female                        India
## 9329 22-24                    Male                        Other
## 9330 30-34                    Male                        India
## 9331 45-49                    Male                        India
## 9332 30-34                    Male                        India
## 9333 40-44                    Male                 Saudi Arabia
## 9334 25-29                  Female                        India
## 9335 22-24                    Male                        India
## 9336 18-21                    Male                        India
## 9337 30-34                    Male                        India
## 9338 30-34                    Male                     Thailand
## 9339 35-39                    Male                        Japan
## 9340 35-39                    Male                       Taiwan
## 9341 25-29                    Male            Republic of Korea
## 9342 18-21                    Male                        India
## 9343 18-21                    Male                        India
## 9344 22-24                    Male                        Other
## 9345 22-24                    Male                         Peru
## 9346 30-34                  Female                        China
## 9347 30-34                    Male                       Taiwan
## 9348 30-34                    Male                        Other
## 9349 55-59                    Male                       Russia
## 9350 60-69                    Male                       Russia
## 9351 45-49                    Male     United States of America
## 9352 18-21                    Male                  Philippines
## 9353 25-29                    Male     United States of America
## 9354 25-29                    Male                        India
## 9355 25-29                    Male                       Greece
## 9356 22-24                    Male                        China
## 9357 25-29       Prefer not to say                        India
## 9358 45-49                    Male                        India
## 9359 25-29                    Male                        India
## 9360 40-44                    Male                       Russia
## 9361 25-29                  Female                        India
## 9362 22-24                    Male Iran, Islamic Republic of...
## 9363 22-24                    Male                        India
## 9364 30-34                    Male                  Netherlands
## 9365 25-29                    Male                        Other
## 9366   70+                    Male                       Russia
## 9367 18-21                    Male                        India
## 9368 22-24                    Male                        India
## 9369 60-69                    Male                        Other
## 9370 22-24                    Male                        Kenya
## 9371 55-59                    Male                        Japan
## 9372 35-39                    Male            Republic of Korea
## 9373 25-29                    Male                        Other
## 9374 35-39                    Male                       Russia
## 9375 25-29                    Male                   Bangladesh
## 9376 25-29                    Male                        Japan
## 9377 35-39                    Male                 South Africa
## 9378 22-24                    Male                        India
## 9379 35-39                    Male                        India
## 9380 18-21                    Male                        India
## 9381 30-34                    Male     United States of America
## 9382 25-29                    Male                        Other
## 9383 22-24                  Female                        India
## 9384 25-29                    Male                        India
## 9385 30-34                  Female                     Viet Nam
## 9386 35-39                    Male                       Taiwan
## 9387 18-21                    Male                        India
## 9388 45-49                    Male                       France
## 9389 35-39                    Male                   Bangladesh
## 9390 40-44                    Male                       Russia
## 9391 25-29                    Male                        China
## 9392 25-29                  Female                      Nigeria
## 9393 25-29                    Male                        India
## 9394 30-34                    Male                        India
## 9395 30-34                    Male                   Bangladesh
## 9396 35-39                    Male                        India
## 9397 30-34                    Male                        India
## 9398 25-29                  Female                       Russia
## 9399 35-39                    Male                        Spain
## 9400 30-34                    Male                        Other
## 9401 45-49                    Male     United States of America
## 9402 18-21                    Male                        India
## 9403 25-29                    Male                        India
## 9404 40-44                    Male                        India
## 9405 22-24                    Male                        China
## 9406 25-29                    Male                    Singapore
## 9407 25-29                    Male                        India
## 9408 35-39                  Female                  Philippines
## 9409 35-39                    Male                        Japan
## 9410 25-29                    Male                      Nigeria
## 9411 25-29                    Male                     Thailand
## 9412 25-29                    Male                        Other
## 9413 22-24                    Male                        India
## 9414 35-39                    Male                       Sweden
## 9415 22-24                  Female                        India
## 9416 40-44                    Male                        India
## 9417 30-34                    Male                        India
## 9418 22-24                    Male                        India
## 9419 22-24                    Male                        India
## 9420 18-21                    Male                        India
## 9421 40-44                    Male                     Pakistan
## 9422 22-24                    Male                        Other
## 9423 35-39                    Male                        Kenya
## 9424 25-29                    Male                        India
## 9425 35-39                    Male                        India
## 9426 40-44                    Male                       Taiwan
## 9427 25-29                    Male                    Australia
## 9428 22-24                  Female                     Viet Nam
## 9429 30-34                    Male                     Viet Nam
## 9430 18-21                    Male                        India
## 9431 22-24                    Male                      Nigeria
## 9432 45-49                    Male           Hong Kong (S.A.R.)
## 9433 25-29                    Male                       Poland
## 9434 30-34                  Female                      Germany
## 9435 35-39                    Male                       Poland
## 9436 22-24                    Male                        Other
## 9437 25-29                    Male                        Egypt
## 9438 55-59                    Male                       Taiwan
## 9439 22-24                    Male                        India
## 9440 30-34                  Female                        India
## 9441 18-21                    Male                    Australia
## 9442 18-21                    Male                        India
## 9443 22-24                  Female     United States of America
## 9444 40-44                    Male                        India
## 9445 22-24                    Male                        India
## 9446 30-34                  Female                      Nigeria
## 9447 30-34                    Male                    Australia
## 9448 45-49                    Male                      Nigeria
## 9449 35-39                    Male                        India
## 9450 22-24                  Female                        Egypt
## 9451 40-44                    Male     United States of America
## 9452 30-34                    Male                        India
## 9453 22-24                    Male                        India
## 9454 22-24                    Male                      Nigeria
## 9455 22-24                  Female                        China
## 9456 35-39                    Male                        Spain
## 9457 50-54                    Male                        India
## 9458 30-34                    Male     United States of America
## 9459 35-39                    Male                 South Africa
## 9460 25-29                    Male     United States of America
## 9461 50-54                    Male                      Ukraine
## 9462 30-34                    Male            Republic of Korea
## 9463 18-21                    Male                        India
## 9464 22-24                    Male                        India
## 9465 25-29                    Male                      Germany
## 9466 40-44                    Male                        India
## 9467 22-24                    Male                        India
## 9468 18-21                    Male                        India
## 9469 25-29                    Male                        India
## 9470 25-29                    Male                        Italy
## 9471 25-29                    Male                        India
## 9472 18-21                    Male                        India
## 9473 45-49                    Male                        India
## 9474 30-34                    Male                     Pakistan
## 9475 18-21                    Male                       Russia
## 9476 35-39                    Male                      Ukraine
## 9477 18-21                    Male                      Nigeria
## 9478 35-39                    Male                       Taiwan
## 9479 18-21                    Male                        India
## 9480 25-29                    Male                       Russia
## 9481 22-24                    Male                        India
## 9482 22-24                    Male                        India
## 9483 22-24                    Male                        India
## 9484 35-39                    Male                    Australia
## 9485 40-44                    Male                 Saudi Arabia
## 9486 35-39                    Male                        India
## 9487 18-21                  Female                        Kenya
## 9488 25-29                  Female                        India
## 9489 25-29                  Female                       France
## 9490 45-49                    Male                        India
## 9491 18-21                    Male                      Belarus
## 9492 22-24                    Male                        India
## 9493 45-49                    Male                        India
## 9494 22-24                    Male                        India
## 9495 25-29                    Male     United States of America
## 9496 30-34                    Male                       Israel
## 9497 25-29                    Male                        India
## 9498 35-39                    Male     United States of America
## 9499 60-69                    Male                      Germany
## 9500 55-59                  Female                      Germany
## 9501 30-34                    Male                        India
## 9502 35-39                    Male            Republic of Korea
## 9503 25-29                    Male Iran, Islamic Republic of...
## 9504 25-29                    Male                      Nigeria
## 9505 22-24                  Female                       Russia
## 9506 25-29                    Male                  South Korea
## 9507 35-39                  Female                        India
## 9508 25-29                    Male                        India
## 9509 45-49                    Male                        India
## 9510 25-29                    Male                        India
## 9511 25-29                    Male                     Pakistan
## 9512 25-29                  Female                        India
## 9513 25-29                    Male                    Indonesia
## 9514 35-39                    Male                 Saudi Arabia
## 9515 40-44                    Male     United States of America
## 9516 22-24                    Male                        India
## 9517 25-29                  Female                        India
## 9518 30-34                    Male                        India
## 9519 45-49                    Male                      Germany
## 9520 30-34                    Male                        India
## 9521 40-44                  Female                        India
## 9522 55-59                    Male                       Mexico
## 9523 45-49                    Male                        India
## 9524 30-34                    Male                       Israel
## 9525 25-29                  Female                       Taiwan
## 9526 18-21                    Male                      Nigeria
## 9527 18-21                    Male     United States of America
## 9528 25-29                    Male                        India
## 9529 60-69                    Male                        India
## 9530 18-21                    Male                    Indonesia
## 9531 30-34                    Male                        Kenya
## 9532 25-29                    Male                        Other
## 9533 22-24                  Female                        India
## 9534 25-29                  Female                        India
## 9535 45-49                    Male                       Greece
## 9536 18-21                    Male                        India
## 9537 40-44                    Male                      Germany
## 9538 40-44                    Male                        India
## 9539 25-29                    Male                       Poland
## 9540 25-29                    Male                      Germany
## 9541 22-24                    Male     United States of America
## 9542 40-44                    Male                        India
## 9543 25-29                    Male                        Other
## 9544 18-21                    Male                        India
## 9545 25-29                  Female                        India
## 9546 35-39                    Male                       Taiwan
## 9547 22-24                    Male                      Nigeria
## 9548 18-21                    Male                        India
## 9549 22-24                    Male                        India
## 9550 35-39                    Male                        Other
## 9551 18-21                  Female                        Kenya
## 9552 25-29                    Male                        India
## 9553 30-34                    Male                        Other
## 9554 35-39                    Male                        India
## 9555 50-54                    Male                      Belgium
## 9556 30-34                    Male                        India
## 9557 25-29                    Male                      Hungary
## 9558 25-29                    Male                        India
## 9559 22-24                  Female                        India
## 9560 35-39                    Male                        India
## 9561 18-21                  Female                       Russia
## 9562 18-21                    Male                        India
## 9563 22-24                    Male                        India
## 9564 22-24                    Male                     Pakistan
## 9565 25-29                  Female                        India
## 9566 25-29                    Male                       Russia
## 9567 18-21                    Male                        India
## 9568 25-29                    Male                  South Korea
## 9569 45-49                    Male                  New Zealand
## 9570 25-29                    Male                       Turkey
## 9571 30-34                    Male                       Russia
## 9572 35-39                  Female                        India
## 9573 22-24                    Male                        India
## 9574 25-29                    Male                       Canada
## 9575 30-34                    Male                       Taiwan
## 9576 22-24                    Male                        Other
## 9577 22-24                  Female                        Other
## 9578 18-21                    Male                        India
## 9579 30-34                    Male                      Germany
## 9580 25-29                    Male                       Russia
## 9581 50-54                    Male                    Australia
## 9582 25-29                    Male                        India
## 9583 40-44                    Male                        India
## 9584 45-49                    Male                     Pakistan
## 9585 35-39                    Male                        China
## 9586 40-44                    Male                        China
## 9587 22-24                    Male                       Turkey
## 9588 22-24                    Male                      Nigeria
## 9589 25-29                    Male                 Saudi Arabia
## 9590 30-34                    Male                        India
## 9591 40-44                  Female                        India
## 9592 22-24                    Male                        India
## 9593 25-29                    Male                      Ukraine
## 9594 18-21                    Male                        Italy
## 9595 35-39                    Male                        India
## 9596 25-29                    Male                        India
## 9597 40-44                    Male                        India
## 9598 30-34                    Male                        India
## 9599 30-34                    Male                      Germany
## 9600 22-24                    Male                    Singapore
## 9601 18-21                    Male                        India
## 9602 30-34                    Male                        India
## 9603 22-24                    Male                        Egypt
## 9604 25-29                    Male                        India
## 9605 60-69                    Male                        India
## 9606 25-29                  Female     United States of America
## 9607 22-24                    Male                        Italy
## 9608 35-39                    Male               United Kingdom
## 9609 40-44                    Male                        India
## 9610 22-24                    Male                       Greece
## 9611 30-34                    Male                      Germany
## 9612 22-24                    Male                        India
## 9613 25-29                    Male                        Spain
## 9614 25-29                    Male     United States of America
## 9615 35-39                    Male                  Netherlands
## 9616 18-21                    Male                        India
## 9617 55-59                    Male                       Norway
## 9618 35-39                    Male                        India
## 9619 55-59                    Male                  Netherlands
## 9620 25-29                    Male                        Other
## 9621 22-24                  Female                        India
## 9622 45-49                    Male                  Netherlands
## 9623 30-34                    Male                        Other
## 9624 25-29                    Male                        India
## 9625 22-24                    Male                        Kenya
## 9626 18-21                    Male                        India
## 9627 45-49                    Male                        India
## 9628 35-39                    Male                        China
## 9629 30-34                  Female                      Romania
## 9630 25-29                    Male                      Germany
## 9631 30-34                    Male                       Russia
## 9632 30-34       Prefer not to say                        Other
## 9633 40-44                    Male                        Italy
## 9634 30-34                    Male                       Sweden
## 9635 35-39                    Male                         Peru
## 9636 22-24                  Female                        India
## 9637 18-21                    Male                        India
## 9638 30-34                    Male                        Other
## 9639 18-21                  Female                        India
## 9640 25-29                    Male               Czech Republic
## 9641 30-34                    Male                      Germany
## 9642 25-29                    Male                 South Africa
## 9643 30-34                    Male                        India
## 9644 45-49                  Female                       Sweden
## 9645 18-21                  Female                        India
## 9646 40-44                    Male                        India
## 9647 30-34                    Male                        India
## 9648 25-29                    Male                        India
## 9649 22-24                    Male                        India
## 9650 55-59                    Male                       Poland
## 9651 35-39                    Male                       Poland
## 9652 25-29                    Male                      Belgium
## 9653 30-34                    Male                        India
## 9654 40-44                    Male                      Belarus
## 9655 50-54                    Male                       Sweden
## 9656 40-44                    Male                        China
## 9657 22-24                    Male                      Germany
## 9658 35-39                  Female     United States of America
## 9659 25-29                  Female                        India
## 9660 30-34                  Female                        Spain
## 9661 40-44                    Male                       Taiwan
## 9662 18-21                    Male                        India
## 9663 22-24                    Male                        India
## 9664 22-24                  Female                        India
## 9665 40-44                    Male                       Israel
## 9666 40-44                    Male     United States of America
## 9667 50-54                    Male                        Spain
## 9668 22-24                  Female                        Other
## 9669 25-29                  Female                      Hungary
## 9670 35-39                    Male                      Germany
## 9671 25-29                  Female                        India
## 9672 25-29                    Male                 South Africa
## 9673 40-44                    Male                       France
## 9674 30-34                    Male                        India
## 9675 25-29                    Male                        Kenya
## 9676 35-39                    Male                      Ukraine
## 9677 45-49                    Male                        India
## 9678 30-34                    Male                  Netherlands
## 9679 30-34                    Male                        India
## 9680 30-34                    Male                  Switzerland
## 9681 25-29                    Male                        India
## 9682 45-49                    Male                      Germany
## 9683 30-34                    Male                       Taiwan
## 9684 40-44                    Male                 South Africa
## 9685 25-29                    Male                        Other
## 9686 40-44                    Male                     Pakistan
## 9687 25-29                    Male                        India
## 9688 25-29                  Female                        India
## 9689 25-29                    Male                        Spain
## 9690 35-39                  Female                  South Korea
## 9691 22-24                  Female                        India
## 9692 40-44                    Male                      Germany
## 9693 22-24                    Male                       Poland
## 9694 45-49                    Male                        Spain
## 9695   70+ Prefer to self-describe                        Other
## 9696 30-34                    Male                        Other
## 9697 22-24                    Male                        India
## 9698 45-49                    Male                        Italy
## 9699 25-29                    Male                        India
## 9700 35-39                    Male                        India
## 9701 25-29                    Male                        India
## 9702 22-24                    Male                 South Africa
## 9703 30-34                    Male                      Germany
## 9704 50-54                    Male                      Germany
## 9705 22-24                  Female                        Other
## 9706 22-24                    Male                        India
## 9707 25-29                    Male                   Bangladesh
## 9708 30-34                    Male                       Israel
## 9709 30-34                    Male                      Germany
## 9710 25-29                  Female                       Poland
## 9711 22-24                    Male                        China
## 9712 25-29                    Male                        Italy
## 9713 25-29                    Male                       Russia
## 9714 18-21                    Male                        India
## 9715 40-44                    Male                       Greece
## 9716 18-21                    Male                   Bangladesh
## 9717 25-29                    Male                       Taiwan
## 9718 22-24                    Male                       Israel
## 9719 60-69                    Male                       Israel
## 9720 25-29                  Female                        India
## 9721 18-21                    Male                        India
## 9722 22-24                  Female                       Turkey
## 9723 35-39                    Male                        Spain
## 9724 18-21                    Male                       Poland
## 9725 30-34                    Male                      Germany
## 9726 25-29                    Male                        India
## 9727 25-29                  Female                      Nigeria
## 9728 45-49                    Male               United Kingdom
## 9729 35-39                    Male                       Sweden
## 9730 45-49                    Male     United States of America
## 9731 45-49                    Male                      Germany
## 9732 35-39                    Male                        Kenya
## 9733 22-24                    Male                   Bangladesh
## 9734 35-39                    Male                        Other
## 9735 22-24                    Male                        India
## 9736 35-39                    Male                      Denmark
## 9737 25-29                  Female                 South Africa
## 9738 18-21                    Male                        India
## 9739 40-44                    Male                        Spain
## 9740 30-34                    Male                        China
## 9741 25-29                    Male                        China
## 9742 22-24                    Male                        India
## 9743 30-34                    Male                      Germany
## 9744 18-21                    Male                   Bangladesh
## 9745 35-39       Prefer not to say                     Malaysia
## 9746 60-69                    Male                        India
## 9747 40-44                    Male                      Denmark
## 9748 18-21                    Male                        India
## 9749 25-29                    Male                        Other
## 9750 30-34                    Male                       Greece
## 9751 45-49                    Male                    Singapore
## 9752 30-34                    Male                       Turkey
## 9753 50-54                  Female                        Italy
## 9754 18-21                    Male                        India
## 9755 30-34                    Male                        India
## 9756 30-34                    Male                      Algeria
## 9757 55-59                    Male               United Kingdom
## 9758 45-49                    Male                        China
## 9759 22-24                    Male                     Pakistan
## 9760 18-21                    Male                        India
## 9761 30-34                    Male                      Nigeria
## 9762 45-49                    Male                       Sweden
## 9763 22-24                  Female     United States of America
## 9764 22-24                    Male                        India
## 9765 35-39                    Male                       Russia
## 9766 35-39                    Male                        India
## 9767 25-29                  Female                      Nigeria
## 9768 25-29                    Male                   Bangladesh
## 9769 50-54                    Male                    Indonesia
## 9770 22-24                    Male                        India
## 9771 22-24                    Male                     Portugal
## 9772 30-34                    Male                        Other
## 9773 25-29                    Male                        India
## 9774 25-29                    Male                       Greece
## 9775 25-29                    Male                        Spain
## 9776 22-24                    Male                    Australia
## 9777 30-34                    Male                    Singapore
## 9778 55-59                    Male                      Germany
## 9779 50-54                  Female                        India
## 9780 40-44                    Male                        India
## 9781 25-29                    Male                        India
## 9782 18-21                    Male                        India
## 9783 25-29                    Male                        India
## 9784 35-39                  Female                  New Zealand
## 9785 25-29                    Male                 South Africa
## 9786 22-24                    Male                      Germany
## 9787 25-29                    Male                       Russia
## 9788 50-54                    Male                  Switzerland
## 9789 35-39                    Male                        India
## 9790 30-34                    Male Iran, Islamic Republic of...
## 9791 25-29                  Female                       Taiwan
## 9792 40-44                    Male                        China
## 9793 22-24                    Male                        India
## 9794 30-34                    Male                     Pakistan
## 9795 25-29                    Male                       Sweden
## 9796 30-34                    Male                      Nigeria
## 9797 35-39                    Male                        India
## 9798 22-24                    Male                        India
## 9799 18-21                    Male                        India
## 9800 25-29                    Male                        India
## 9801 25-29                    Male                     Pakistan
## 9802 45-49                    Male               United Kingdom
## 9803 40-44                    Male                      Germany
## 9804 45-49                    Male                        Spain
## 9805 25-29                    Male                        Other
## 9806 45-49                    Male                       Poland
## 9807 30-34                    Male                      Germany
## 9808 22-24                    Male                        India
## 9809 30-34                    Male                        Other
## 9810 22-24                    Male                       Turkey
## 9811 22-24                    Male                      Hungary
## 9812 45-49                    Male            Republic of Korea
## 9813 30-34                  Female                       Poland
## 9814 30-34                    Male                     Portugal
## 9815 35-39                    Male                  Netherlands
## 9816 18-21                  Female                      Nigeria
## 9817 45-49                    Male                       France
## 9818 30-34                  Female                  Switzerland
## 9819 22-24                    Male                        Spain
## 9820 25-29                    Male                        India
## 9821 22-24                    Male                        China
## 9822 25-29                    Male                        India
## 9823 22-24                    Male                        India
## 9824 30-34                    Male                 Saudi Arabia
## 9825 22-24                    Male                        Kenya
## 9826 22-24       Prefer not to say                        China
## 9827 25-29                    Male                  Switzerland
## 9828 40-44                    Male                      Ukraine
## 9829 30-34                    Male                      Belgium
## 9830 25-29                    Male                      Nigeria
## 9831 30-34                    Male               United Kingdom
## 9832 22-24                    Male                       Poland
## 9833 50-54                  Female                     Portugal
## 9834 25-29                    Male     United States of America
## 9835 18-21                    Male                      Belarus
## 9836 30-34                    Male                      Austria
## 9837 35-39                    Male                       Russia
## 9838 40-44                    Male                        Italy
## 9839 35-39                    Male                 Saudi Arabia
## 9840 50-54                    Male                        Other
## 9841 25-29                    Male                       France
## 9842 22-24                    Male                        India
## 9843 30-34                    Male                        India
## 9844 30-34                    Male                      Belgium
## 9845 25-29                    Male                      Nigeria
## 9846 25-29                    Male                        Japan
## 9847 18-21                    Male Iran, Islamic Republic of...
## 9848 35-39                    Male                      Belgium
## 9849 35-39                    Male                       Sweden
## 9850 30-34                    Male                      Romania
## 9851 35-39                    Male                        Other
## 9852 60-69                    Male                      Belarus
## 9853 25-29                    Male                        Spain
## 9854 35-39                    Male                        India
## 9855 35-39                    Male                       France
## 9856 30-34                    Male                        India
## 9857 22-24                    Male                       Poland
## 9858 25-29                    Male                       France
## 9859 40-44                    Male                  Switzerland
## 9860 18-21                  Female                        India
## 9861 35-39                    Male                       Taiwan
## 9862 25-29                    Male                        Other
## 9863 45-49                    Male               United Kingdom
## 9864 25-29                    Male                       Norway
## 9865 60-69                    Male                  New Zealand
## 9866 40-44                    Male                      Tunisia
## 9867 35-39                    Male                        Japan
## 9868 35-39                  Female                       Turkey
## 9869 25-29                    Male                        India
## 9870 30-34                  Female                      Romania
## 9871 35-39                    Male                        India
## 9872 30-34                    Male                        India
## 9873 25-29                    Male                     Malaysia
## 9874 18-21                    Male                        India
## 9875 35-39                    Male                      Nigeria
## 9876 22-24                    Male                        India
## 9877 30-34                    Male                       Taiwan
## 9878 22-24                    Male                        Italy
## 9879 50-54                    Male               United Kingdom
## 9880 40-44                  Female                        Spain
## 9881 25-29                    Male                        India
## 9882 45-49                    Male                        Other
## 9883 25-29                    Male                        India
## 9884 25-29                    Male                      Germany
## 9885 40-44                    Male                  Netherlands
## 9886 22-24                    Male                       Greece
## 9887 22-24                    Male                        Kenya
## 9888 30-34                    Male                        Spain
## 9889 18-21                    Male                        India
## 9890 60-69                    Male                        Japan
## 9891 45-49                    Male                       Norway
## 9892 30-34                  Female                       Turkey
## 9893 35-39                    Male                        Italy
## 9894 18-21                  Female                        India
## 9895 25-29                    Male                      Hungary
## 9896 25-29                    Male                        India
## 9897 30-34                    Male                        India
## 9898 22-24                    Male                        India
## 9899 22-24                    Male                       Turkey
## 9900 45-49                    Male                       Turkey
## 9901 30-34                    Male                      Hungary
## 9902 25-29                    Male                    Australia
## 9903   70+                    Male                        Japan
## 9904 50-54                    Male               United Kingdom
## 9905 35-39                    Male                     Pakistan
## 9906 25-29                    Male                        India
## 9907 25-29                    Male                      Ukraine
## 9908 25-29                  Female                        India
## 9909 30-34                    Male                 South Africa
## 9910 25-29                  Female                    Indonesia
## 9911 25-29                  Female                        Other
## 9912 30-34                    Male                      Germany
## 9913 30-34                    Male                 South Africa
## 9914 40-44                    Male                     Thailand
## 9915 30-34                    Male                        India
## 9916 35-39                    Male           Hong Kong (S.A.R.)
## 9917 30-34                    Male                        India
## 9918 22-24                    Male                       France
## 9919   70+                    Male                       Poland
## 9920 25-29                  Female                      Germany
## 9921 25-29                    Male                      Nigeria
## 9922 60-69                    Male            Republic of Korea
## 9923 35-39                    Male                  Switzerland
## 9924 45-49                  Female                        Spain
## 9925 30-34                    Male                  Netherlands
## 9926 25-29                    Male                       Poland
## 9927 40-44                    Male                     Viet Nam
## 9928 30-34                    Male                       France
## 9929 30-34                    Male                      Hungary
## 9930 25-29                    Male                        India
## 9931 30-34                    Male                        Spain
## 9932 30-34                    Male                       Greece
## 9933 22-24                    Male                        Other
## 9934 35-39                    Male                        India
## 9935 50-54                    Male               United Kingdom
## 9936 22-24                    Male                       Taiwan
## 9937 22-24                    Male                        India
## 9938 22-24                    Male                        Other
## 9939 30-34                    Male                        Spain
## 9940 60-69                    Male                  Netherlands
## 9941 35-39                    Male                       Poland
## 9942 35-39                    Male                  Netherlands
## 9943 18-21                    Male                        India
## 9944 50-54                    Male                        India
## 9945 25-29                    Male                      Hungary
## 9946 25-29                    Male                       Poland
## 9947 30-34                  Female                        Other
## 9948 30-34                    Male                        India
## 9949 40-44                    Male                      Nigeria
## 9950 18-21                    Male                      Germany
## 9951 25-29                  Female                       France
## 9952 35-39                    Male                      Denmark
## 9953 55-59                    Male                        India
## 9954 25-29                    Male                        Italy
## 9955 50-54                    Male                       France
## 9956 30-34                    Male                     Pakistan
## 9957 30-34                    Male                        Spain
## 9958 25-29                  Female                       Poland
## 9959 55-59                  Female                       Russia
## 9960 50-54                    Male                      Romania
## 9961 55-59                    Male               United Kingdom
## 9962 55-59                    Male     United States of America
## 9963 25-29                    Male                        India
## 9964 35-39                    Male                       Poland
## 9965 30-34                    Male                        Italy
## 9966 22-24                    Male                       Taiwan
## 9967 30-34                  Female                        India
## 9968 30-34                    Male                        India
## 9969 35-39                    Male                       France
## 9970 25-29                    Male                      Germany
## 9971 22-24                    Male                        Other
## 9972 35-39                    Male                        India
## 9973 30-34                  Female                        India
## 9974 35-39                    Male                       Israel
## 9975 30-34                    Male                        Egypt
## 9976 50-54                    Male               United Kingdom
## 9977 45-49                    Male                        India
## 9978 40-44                    Male                        India
## 9979 25-29                    Male                        India
## 9980 30-34                    Male                        China
## 9981 22-24                    Male                        Kenya
## 9982 35-39                    Male                      Germany
## 9983 40-44                    Male                       France
## 9984 22-24                    Male                        India
## 9985 25-29                    Male                      Ukraine
## 9986 40-44                    Male                        India
## 9987 35-39                    Male                       Russia
## 9988 22-24                  Female                        Other
## 9989 35-39                    Male                        Italy
## 9990 30-34                  Female                       Turkey
## 9991   70+                    Male                        Italy
## 9992 25-29                  Female                      Belgium
## 9993 25-29                    Male                        India
## 9994 25-29                    Male                        Other
## 9995 30-34                  Female                        India
## 9996 30-34                    Male               United Kingdom
## 9997 25-29                    Male                        Spain
## 9998 25-29                  Female                        Other
## 9999 30-34                    Male                    Singapore
##                                                         education company_size
## 1                                                     Masterâ\200\231s   1000-9,999 
## 2                                                   Professional     > 10,000 
## 3                                                   Professional          <NA>
## 4                                                     Masterâ\200\231s     > 10,000 
## 5                                                   Bachelorâ\200\231s         0-49 
## 6                                                     Masterâ\200\231s         0-49 
## 7                                                     Masterâ\200\231s       50-249 
## 8                                                   Bachelorâ\200\231s     > 10,000 
## 9                                                   Bachelorâ\200\231s          <NA>
## 10                                                    Masterâ\200\231s         0-49 
## 11   Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 12                                                    Masterâ\200\231s         0-49 
## 13                                                  Bachelorâ\200\231s       50-249 
## 14                                                    Masterâ\200\231s     > 10,000 
## 15                                                  Bachelorâ\200\231s   1000-9,999 
## 16                                                    Masterâ\200\231s       50-249 
## 17                                                  Bachelorâ\200\231s         0-49 
## 18   Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 19                                                    Masterâ\200\231s     > 10,000 
## 20                                                      Doctoral       50-249 
## 21                                                    Masterâ\200\231s   1000-9,999 
## 22                                                  Bachelorâ\200\231s      250-999 
## 23                                                    Masterâ\200\231s     > 10,000 
## 24                                                    Masterâ\200\231s       50-249 
## 25                                                    Masterâ\200\231s      250-999 
## 26                                                    Masterâ\200\231s         0-49 
## 27                                                    Masterâ\200\231s         0-49 
## 28                                                      Doctoral          <NA>
## 29                                                      Doctoral   1000-9,999 
## 30                                                    Masterâ\200\231s         0-49 
## 31                                                    Masterâ\200\231s     > 10,000 
## 32                                                    Masterâ\200\231s         0-49 
## 33                                                    Masterâ\200\231s   1000-9,999 
## 34                                                    Masterâ\200\231s     > 10,000 
## 35                                                  Bachelorâ\200\231s     > 10,000 
## 36                                                  Bachelorâ\200\231s   1000-9,999 
## 37                                                    Masterâ\200\231s       50-249 
## 38                                                    Masterâ\200\231s      250-999 
## 39                                                    Masterâ\200\231s     > 10,000 
## 40                                                      Doctoral   1000-9,999 
## 41                                                  Bachelorâ\200\231s       50-249 
## 42                                                    Masterâ\200\231s          <NA>
## 43                                                    Masterâ\200\231s          <NA>
## 44                                                    Masterâ\200\231s     > 10,000 
## 45                                                  Bachelorâ\200\231s       50-249 
## 46                                                  Bachelorâ\200\231s       50-249 
## 47                                                    Masterâ\200\231s     > 10,000 
## 48                                                    Masterâ\200\231s       50-249 
## 49                                                  Bachelorâ\200\231s         0-49 
## 50                                                    Masterâ\200\231s         0-49 
## 51                                                  Bachelorâ\200\231s   1000-9,999 
## 52                                                  Bachelorâ\200\231s     > 10,000 
## 53                                                  Professional          <NA>
## 54                                                    Masterâ\200\231s   1000-9,999 
## 55                                                  Bachelorâ\200\231s      250-999 
## 56   Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 57                                                      Doctoral       50-249 
## 58                                                    Masterâ\200\231s     > 10,000 
## 59                                                    Masterâ\200\231s     > 10,000 
## 60                                         I prefer not to answer         <NA>
## 61                                                    Masterâ\200\231s     > 10,000 
## 62                                                  Bachelorâ\200\231s      250-999 
## 63                                                      Doctoral          <NA>
## 64                                                    Masterâ\200\231s         0-49 
## 65                                                      Doctoral     > 10,000 
## 66                                                    Masterâ\200\231s   1000-9,999 
## 67                                                    Masterâ\200\231s     > 10,000 
## 68                                                  Bachelorâ\200\231s   1000-9,999 
## 69                                                  Bachelorâ\200\231s   1000-9,999 
## 70                                                    Masterâ\200\231s          <NA>
## 71                                                  Bachelorâ\200\231s     > 10,000 
## 72                                                    Masterâ\200\231s       50-249 
## 73   Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 74                                                  Bachelorâ\200\231s          <NA>
## 75                                                    Masterâ\200\231s         0-49 
## 76                                                  Bachelorâ\200\231s          <NA>
## 77                                                      Doctoral      250-999 
## 78                                                      Doctoral   1000-9,999 
## 79   Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 80                                                    Masterâ\200\231s   1000-9,999 
## 81                                                      Doctoral   1000-9,999 
## 82                                                    Masterâ\200\231s       50-249 
## 83                                                  Bachelorâ\200\231s       50-249 
## 84                                                  Bachelorâ\200\231s          <NA>
## 85                                                    Masterâ\200\231s   1000-9,999 
## 86                                                    Masterâ\200\231s     > 10,000 
## 87                                                    Masterâ\200\231s         0-49 
## 88                                                    Masterâ\200\231s         0-49 
## 89                                                      Doctoral         0-49 
## 90                                                    Masterâ\200\231s       50-249 
## 91                                                    Masterâ\200\231s         0-49 
## 92                                         I prefer not to answer      50-249 
## 93   Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 94                                                    Masterâ\200\231s         0-49 
## 95                                                  Bachelorâ\200\231s     > 10,000 
## 96                                                  Bachelorâ\200\231s       50-249 
## 97                                                    Masterâ\200\231s         0-49 
## 98                                                  Bachelorâ\200\231s       50-249 
## 99                                                    Masterâ\200\231s   1000-9,999 
## 100                                                   Masterâ\200\231s       50-249 
## 101                          No formal education past high school         <NA>
## 102                                                   Masterâ\200\231s         0-49 
## 103                                                 Bachelorâ\200\231s         0-49 
## 104                                                   Masterâ\200\231s         0-49 
## 105                                                   Masterâ\200\231s       50-249 
## 106                                                     Doctoral          <NA>
## 107                                                     Doctoral          <NA>
## 108                                                   Masterâ\200\231s   1000-9,999 
## 109                                                 Bachelorâ\200\231s          <NA>
## 110                                                     Doctoral     > 10,000 
## 111                                                   Masterâ\200\231s      250-999 
## 112                                                   Masterâ\200\231s          <NA>
## 113                                                   Masterâ\200\231s     > 10,000 
## 114                                        I prefer not to answer      50-249 
## 115                                                   Masterâ\200\231s   1000-9,999 
## 116                                                 Bachelorâ\200\231s          <NA>
## 117                                                   Masterâ\200\231s          <NA>
## 118                                                 Professional       50-249 
## 119                                                 Bachelorâ\200\231s         0-49 
## 120                                                     Doctoral         0-49 
## 121                                                   Masterâ\200\231s     > 10,000 
## 122                                                   Masterâ\200\231s       50-249 
## 123                                                     Doctoral          <NA>
## 124                                                     Doctoral         0-49 
## 125                                                   Masterâ\200\231s       50-249 
## 126                                                   Masterâ\200\231s         0-49 
## 127                          No formal education past high school         <NA>
## 128                                                 Bachelorâ\200\231s          <NA>
## 129                                                 Bachelorâ\200\231s          <NA>
## 130                                                   Masterâ\200\231s         0-49 
## 131                                                 Bachelorâ\200\231s   1000-9,999 
## 132                                                 Bachelorâ\200\231s          <NA>
## 133                                                 Professional     > 10,000 
## 134                                                   Masterâ\200\231s       50-249 
## 135                                                   Masterâ\200\231s      250-999 
## 136                                                     Doctoral   1000-9,999 
## 137                                                   Masterâ\200\231s     > 10,000 
## 138                                                 Bachelorâ\200\231s          <NA>
## 139                                                 Bachelorâ\200\231s     > 10,000 
## 140                                                     Doctoral          <NA>
## 141                                                     Doctoral      250-999 
## 142                                                   Masterâ\200\231s     > 10,000 
## 143                                                   Masterâ\200\231s   1000-9,999 
## 144                                                 Professional   1000-9,999 
## 145                                                     Doctoral   1000-9,999 
## 146                                                 Bachelorâ\200\231s     > 10,000 
## 147                                                   Masterâ\200\231s     > 10,000 
## 148                                                   Masterâ\200\231s          <NA>
## 149                                                 Bachelorâ\200\231s          <NA>
## 150                                                   Masterâ\200\231s   1000-9,999 
## 151                                                          <NA>         <NA>
## 152                                                   Masterâ\200\231s         0-49 
## 153                                                   Masterâ\200\231s      250-999 
## 154                                                 Bachelorâ\200\231s         0-49 
## 155                                                   Masterâ\200\231s     > 10,000 
## 156                                                   Masterâ\200\231s     > 10,000 
## 157                                                 Bachelorâ\200\231s   1000-9,999 
## 158                                        I prefer not to answer     250-999 
## 159                                                 Professional     > 10,000 
## 160                                                 Bachelorâ\200\231s       50-249 
## 161                                                 Bachelorâ\200\231s         0-49 
## 162                                                 Bachelorâ\200\231s   1000-9,999 
## 163                                                   Masterâ\200\231s          <NA>
## 164                                                 Bachelorâ\200\231s          <NA>
## 165                                                 Bachelorâ\200\231s   1000-9,999 
## 166                                                 Bachelorâ\200\231s   1000-9,999 
## 167                                                   Masterâ\200\231s     > 10,000 
## 168                                                   Masterâ\200\231s      250-999 
## 169                                                     Doctoral      250-999 
## 170                                                   Masterâ\200\231s     > 10,000 
## 171                                                 Bachelorâ\200\231s          <NA>
## 172                                                 Bachelorâ\200\231s          <NA>
## 173                                                   Masterâ\200\231s         0-49 
## 174                                                   Masterâ\200\231s          <NA>
## 175                                                 Bachelorâ\200\231s         0-49 
## 176                                                   Masterâ\200\231s          <NA>
## 177                                                   Masterâ\200\231s      250-999 
## 178                                                   Masterâ\200\231s         0-49 
## 179                          No formal education past high school         <NA>
## 180                                                 Professional       50-249 
## 181                                                   Masterâ\200\231s       50-249 
## 182                                                 Bachelorâ\200\231s      250-999 
## 183                                                     Doctoral         0-49 
## 184                                        I prefer not to answer        0-49 
## 185                                                     Doctoral      250-999 
## 186                                                   Masterâ\200\231s         0-49 
## 187                                                   Masterâ\200\231s       50-249 
## 188                                                 Bachelorâ\200\231s      250-999 
## 189                                                     Doctoral         0-49 
## 190                                                   Masterâ\200\231s         0-49 
## 191                                                   Masterâ\200\231s     > 10,000 
## 192                                                     Doctoral         0-49 
## 193                                                   Masterâ\200\231s          <NA>
## 194                                                 Bachelorâ\200\231s       50-249 
## 195                          No formal education past high school         <NA>
## 196                                                   Masterâ\200\231s          <NA>
## 197                                                 Bachelorâ\200\231s          <NA>
## 198                                                   Masterâ\200\231s      250-999 
## 199                                                     Doctoral     > 10,000 
## 200                                                   Masterâ\200\231s         0-49 
## 201                                                     Doctoral          <NA>
## 202                                                   Masterâ\200\231s      250-999 
## 203                                                   Masterâ\200\231s     > 10,000 
## 204                                                     Doctoral          <NA>
## 205                                                 Bachelorâ\200\231s   1000-9,999 
## 206                                                     Doctoral   1000-9,999 
## 207  Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 208                                                     Doctoral      250-999 
## 209                                                   Masterâ\200\231s         0-49 
## 210                                                 Bachelorâ\200\231s         0-49 
## 211                                                   Masterâ\200\231s          <NA>
## 212                                                   Masterâ\200\231s   1000-9,999 
## 213                                                 Bachelorâ\200\231s       50-249 
## 214                                                 Bachelorâ\200\231s          <NA>
## 215                                                   Masterâ\200\231s     > 10,000 
## 216                                                 Bachelorâ\200\231s          <NA>
## 217                                                   Masterâ\200\231s   1000-9,999 
## 218                                                 Bachelorâ\200\231s          <NA>
## 219                                                   Masterâ\200\231s       50-249 
## 220                                                     Doctoral         0-49 
## 221                                                     Doctoral      250-999 
## 222                                                 Bachelorâ\200\231s     > 10,000 
## 223                                                     Doctoral       50-249 
## 224                                                 Professional     > 10,000 
## 225                                                   Masterâ\200\231s         0-49 
## 226                                                     Doctoral     > 10,000 
## 227                                                     Doctoral          <NA>
## 228                                                 Bachelorâ\200\231s          <NA>
## 229                                                   Masterâ\200\231s          <NA>
## 230                                                 Professional     > 10,000 
## 231                                                     Doctoral     > 10,000 
## 232  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 233                                                   Masterâ\200\231s     > 10,000 
## 234                                                   Masterâ\200\231s       50-249 
## 235                                                 Bachelorâ\200\231s      250-999 
## 236                                                   Masterâ\200\231s   1000-9,999 
## 237                                                 Bachelorâ\200\231s      250-999 
## 238                                                   Masterâ\200\231s     > 10,000 
## 239                                                 Bachelorâ\200\231s         0-49 
## 240                                                   Masterâ\200\231s   1000-9,999 
## 241                                                 Bachelorâ\200\231s     > 10,000 
## 242                                                   Masterâ\200\231s   1000-9,999 
## 243                                                   Masterâ\200\231s          <NA>
## 244                                                 Bachelorâ\200\231s          <NA>
## 245                                                   Masterâ\200\231s         0-49 
## 246                                                 Bachelorâ\200\231s          <NA>
## 247                                                   Masterâ\200\231s     > 10,000 
## 248                                                 Bachelorâ\200\231s          <NA>
## 249                                                 Bachelorâ\200\231s         0-49 
## 250                                                   Masterâ\200\231s   1000-9,999 
## 251                                                   Masterâ\200\231s     > 10,000 
## 252                                                     Doctoral   1000-9,999 
## 253                                                   Masterâ\200\231s   1000-9,999 
## 254                                                   Masterâ\200\231s         0-49 
## 255                                                   Masterâ\200\231s      250-999 
## 256                                                 Bachelorâ\200\231s   1000-9,999 
## 257                                                   Masterâ\200\231s          <NA>
## 258                                                 Bachelorâ\200\231s         0-49 
## 259                                                     Doctoral     > 10,000 
## 260                                                   Masterâ\200\231s       50-249 
## 261                                                   Masterâ\200\231s         0-49 
## 262                                                   Masterâ\200\231s     > 10,000 
## 263                                                     Doctoral     > 10,000 
## 264                                                     Doctoral     > 10,000 
## 265                                                   Masterâ\200\231s          <NA>
## 266                                                   Masterâ\200\231s          <NA>
## 267                                                 Bachelorâ\200\231s     > 10,000 
## 268                                                   Masterâ\200\231s   1000-9,999 
## 269                                        I prefer not to answer         <NA>
## 270                                                     Doctoral   1000-9,999 
## 271                                                   Masterâ\200\231s   1000-9,999 
## 272                                                 Bachelorâ\200\231s     > 10,000 
## 273                                                   Masterâ\200\231s     > 10,000 
## 274                                                   Masterâ\200\231s   1000-9,999 
## 275                                                     Doctoral          <NA>
## 276                                                     Doctoral          <NA>
## 277                                                 Bachelorâ\200\231s      250-999 
## 278                                                   Masterâ\200\231s     > 10,000 
## 279                                                   Masterâ\200\231s     > 10,000 
## 280                                                   Masterâ\200\231s     > 10,000 
## 281                                                   Masterâ\200\231s       50-249 
## 282                                                     Doctoral         0-49 
## 283                                                 Bachelorâ\200\231s          <NA>
## 284                                                   Masterâ\200\231s     > 10,000 
## 285                                                 Bachelorâ\200\231s         0-49 
## 286                                                 Bachelorâ\200\231s          <NA>
## 287                                                   Masterâ\200\231s          <NA>
## 288                                                   Masterâ\200\231s      250-999 
## 289                                                   Masterâ\200\231s       50-249 
## 290                                                 Bachelorâ\200\231s          <NA>
## 291                                                     Doctoral   1000-9,999 
## 292                                                   Masterâ\200\231s       50-249 
## 293                                                   Masterâ\200\231s       50-249 
## 294                                                     Doctoral      250-999 
## 295                                                     Doctoral         0-49 
## 296                                                 Professional   1000-9,999 
## 297                                                   Masterâ\200\231s         0-49 
## 298                                                   Masterâ\200\231s         0-49 
## 299                                                   Masterâ\200\231s     > 10,000 
## 300                                                     Doctoral      250-999 
## 301                                                   Masterâ\200\231s   1000-9,999 
## 302                                                 Bachelorâ\200\231s         0-49 
## 303                                                   Masterâ\200\231s   1000-9,999 
## 304                                                 Professional         0-49 
## 305                                                 Bachelorâ\200\231s         0-49 
## 306  Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 307                                                 Bachelorâ\200\231s          <NA>
## 308                                                   Masterâ\200\231s     > 10,000 
## 309                                                     Doctoral          <NA>
## 310                                                 Bachelorâ\200\231s          <NA>
## 311                                                     Doctoral     > 10,000 
## 312                                                 Bachelorâ\200\231s     > 10,000 
## 313                                                 Bachelorâ\200\231s     > 10,000 
## 314                                                   Masterâ\200\231s   1000-9,999 
## 315                                                   Masterâ\200\231s          <NA>
## 316                                                   Masterâ\200\231s      250-999 
## 317                                                 Bachelorâ\200\231s          <NA>
## 318                                        I prefer not to answer        0-49 
## 319                                                 Bachelorâ\200\231s       50-249 
## 320                                                   Masterâ\200\231s   1000-9,999 
## 321                                                   Masterâ\200\231s     > 10,000 
## 322                                                   Masterâ\200\231s       50-249 
## 323                                                   Masterâ\200\231s         0-49 
## 324                                                 Professional         0-49 
## 325                                                   Masterâ\200\231s          <NA>
## 326                                                     Doctoral     > 10,000 
## 327                                                 Bachelorâ\200\231s         0-49 
## 328                                                 Bachelorâ\200\231s       50-249 
## 329                                                 Bachelorâ\200\231s          <NA>
## 330                                                 Bachelorâ\200\231s         0-49 
## 331                                                 Bachelorâ\200\231s      250-999 
## 332                                                   Masterâ\200\231s   1000-9,999 
## 333                                                   Masterâ\200\231s          <NA>
## 334                                                     Doctoral         0-49 
## 335                                                 Bachelorâ\200\231s     > 10,000 
## 336                                                     Doctoral      250-999 
## 337                                                 Bachelorâ\200\231s   1000-9,999 
## 338                                                 Bachelorâ\200\231s         0-49 
## 339                                                 Bachelorâ\200\231s     > 10,000 
## 340                                                 Bachelorâ\200\231s      250-999 
## 341                                                     Doctoral     > 10,000 
## 342                                                   Masterâ\200\231s          <NA>
## 343                                                   Masterâ\200\231s   1000-9,999 
## 344                                                 Professional     > 10,000 
## 345                                                 Bachelorâ\200\231s          <NA>
## 346                                                   Masterâ\200\231s          <NA>
## 347  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 348                                                   Masterâ\200\231s     > 10,000 
## 349                                                 Bachelorâ\200\231s          <NA>
## 350                                                 Bachelorâ\200\231s          <NA>
## 351                                                   Masterâ\200\231s          <NA>
## 352                                                   Masterâ\200\231s     > 10,000 
## 353                                                 Bachelorâ\200\231s          <NA>
## 354                                                     Doctoral   1000-9,999 
## 355                                                   Masterâ\200\231s          <NA>
## 356                                                   Masterâ\200\231s         0-49 
## 357                                                     Doctoral     > 10,000 
## 358                                                     Doctoral         0-49 
## 359                                                   Masterâ\200\231s   1000-9,999 
## 360                                                   Masterâ\200\231s     > 10,000 
## 361                                                 Bachelorâ\200\231s     > 10,000 
## 362                                                 Bachelorâ\200\231s     > 10,000 
## 363                                                 Bachelorâ\200\231s         0-49 
## 364                                                 Professional   1000-9,999 
## 365                                                 Bachelorâ\200\231s         0-49 
## 366                                                   Masterâ\200\231s         0-49 
## 367                                                   Masterâ\200\231s          <NA>
## 368                                                 Bachelorâ\200\231s     > 10,000 
## 369                                                 Bachelorâ\200\231s   1000-9,999 
## 370                                                   Masterâ\200\231s      250-999 
## 371                                                 Bachelorâ\200\231s         0-49 
## 372                                                   Masterâ\200\231s       50-249 
## 373                                                   Masterâ\200\231s   1000-9,999 
## 374  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 375                                                   Masterâ\200\231s          <NA>
## 376                                                   Masterâ\200\231s   1000-9,999 
## 377                                                   Masterâ\200\231s       50-249 
## 378                                                   Masterâ\200\231s     > 10,000 
## 379                                                   Masterâ\200\231s         0-49 
## 380                                                   Masterâ\200\231s       50-249 
## 381                                                     Doctoral         0-49 
## 382                          No formal education past high school     250-999 
## 383                                                 Bachelorâ\200\231s   1000-9,999 
## 384                                                     Doctoral         0-49 
## 385                                                 Professional       50-249 
## 386                                                 Bachelorâ\200\231s   1000-9,999 
## 387                                                 Bachelorâ\200\231s       50-249 
## 388                                                 Professional         0-49 
## 389                                                   Masterâ\200\231s   1000-9,999 
## 390                                                     Doctoral       50-249 
## 391                                                 Bachelorâ\200\231s          <NA>
## 392                                                 Bachelorâ\200\231s          <NA>
## 393                                                 Bachelorâ\200\231s   1000-9,999 
## 394                                                   Masterâ\200\231s      250-999 
## 395                                                 Bachelorâ\200\231s   1000-9,999 
## 396                                                 Bachelorâ\200\231s     > 10,000 
## 397                                                   Masterâ\200\231s     > 10,000 
## 398                                                     Doctoral      250-999 
## 399                                                   Masterâ\200\231s      250-999 
## 400                                                 Bachelorâ\200\231s          <NA>
## 401                                                   Masterâ\200\231s         0-49 
## 402                                                   Masterâ\200\231s          <NA>
## 403                                                   Masterâ\200\231s   1000-9,999 
## 404                                                 Bachelorâ\200\231s          <NA>
## 405  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 406                                                   Masterâ\200\231s          <NA>
## 407                                                 Bachelorâ\200\231s     > 10,000 
## 408                                                 Bachelorâ\200\231s     > 10,000 
## 409                                                 Bachelorâ\200\231s          <NA>
## 410                                                   Masterâ\200\231s       50-249 
## 411                                                     Doctoral          <NA>
## 412                                                   Masterâ\200\231s   1000-9,999 
## 413                                                     Doctoral     > 10,000 
## 414                                                   Masterâ\200\231s   1000-9,999 
## 415                                                     Doctoral   1000-9,999 
## 416  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 417                                                 Professional     > 10,000 
## 418                                                     Doctoral   1000-9,999 
## 419                                                 Bachelorâ\200\231s          <NA>
## 420                                                   Masterâ\200\231s          <NA>
## 421                                                     Doctoral   1000-9,999 
## 422                                                     Doctoral      250-999 
## 423                                                   Masterâ\200\231s     > 10,000 
## 424                                                     Doctoral          <NA>
## 425                                                 Bachelorâ\200\231s         0-49 
## 426                                                   Masterâ\200\231s   1000-9,999 
## 427  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 428                                                   Masterâ\200\231s         0-49 
## 429                                                     Doctoral         0-49 
## 430                                                   Masterâ\200\231s          <NA>
## 431                                                 Bachelorâ\200\231s      250-999 
## 432                                                 Bachelorâ\200\231s          <NA>
## 433                                                   Masterâ\200\231s          <NA>
## 434                                                 Bachelorâ\200\231s          <NA>
## 435                                                 Bachelorâ\200\231s          <NA>
## 436                                                   Masterâ\200\231s   1000-9,999 
## 437                                                   Masterâ\200\231s         0-49 
## 438                                                   Masterâ\200\231s         0-49 
## 439                                                   Masterâ\200\231s         0-49 
## 440                                                 Bachelorâ\200\231s          <NA>
## 441  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 442                                                 Bachelorâ\200\231s          <NA>
## 443                                                   Masterâ\200\231s       50-249 
## 444                                                 Bachelorâ\200\231s         0-49 
## 445                                                 Bachelorâ\200\231s          <NA>
## 446                                                   Masterâ\200\231s          <NA>
## 447                                                   Masterâ\200\231s     > 10,000 
## 448                                                 Bachelorâ\200\231s         0-49 
## 449                                                     Doctoral         0-49 
## 450                                                   Masterâ\200\231s       50-249 
## 451                                                   Masterâ\200\231s     > 10,000 
## 452                                                   Masterâ\200\231s          <NA>
## 453                                                 Professional     > 10,000 
## 454                                                     Doctoral      250-999 
## 455                                                     Doctoral   1000-9,999 
## 456  Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 457                                                 Bachelorâ\200\231s     > 10,000 
## 458                                                   Masterâ\200\231s   1000-9,999 
## 459                                                 Bachelorâ\200\231s          <NA>
## 460                                                   Masterâ\200\231s       50-249 
## 461                                                 Bachelorâ\200\231s     > 10,000 
## 462                                                 Professional       50-249 
## 463                                                   Masterâ\200\231s     > 10,000 
## 464                                                 Bachelorâ\200\231s          <NA>
## 465                                                 Bachelorâ\200\231s     > 10,000 
## 466                                                   Masterâ\200\231s          <NA>
## 467                                                     Doctoral      250-999 
## 468                                                 Professional   1000-9,999 
## 469                                                   Masterâ\200\231s      250-999 
## 470                                                     Doctoral         0-49 
## 471                                                 Bachelorâ\200\231s          <NA>
## 472                                                     Doctoral     > 10,000 
## 473                                                     Doctoral   1000-9,999 
## 474                                                 Bachelorâ\200\231s     > 10,000 
## 475                                        I prefer not to answer         <NA>
## 476                                                   Masterâ\200\231s     > 10,000 
## 477                                                   Masterâ\200\231s     > 10,000 
## 478                                                     Doctoral     > 10,000 
## 479                                                   Masterâ\200\231s       50-249 
## 480                                                 Bachelorâ\200\231s          <NA>
## 481                                        I prefer not to answer    > 10,000 
## 482                                                   Masterâ\200\231s         0-49 
## 483                                                 Bachelorâ\200\231s      250-999 
## 484                                                   Masterâ\200\231s       50-249 
## 485                                                   Masterâ\200\231s          <NA>
## 486  Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 487                                                   Masterâ\200\231s      250-999 
## 488                                                   Masterâ\200\231s     > 10,000 
## 489                                                 Bachelorâ\200\231s          <NA>
## 490  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 491                                                   Masterâ\200\231s   1000-9,999 
## 492                                                     Doctoral   1000-9,999 
## 493                                                   Masterâ\200\231s         0-49 
## 494                                                     Doctoral     > 10,000 
## 495                                                 Bachelorâ\200\231s   1000-9,999 
## 496                                                 Bachelorâ\200\231s      250-999 
## 497                                                   Masterâ\200\231s         0-49 
## 498                                                   Masterâ\200\231s     > 10,000 
## 499                                                   Masterâ\200\231s   1000-9,999 
## 500                                                 Bachelorâ\200\231s         0-49 
## 501                                                 Bachelorâ\200\231s          <NA>
## 502                                                 Bachelorâ\200\231s     > 10,000 
## 503                                                     Doctoral   1000-9,999 
## 504                                                   Masterâ\200\231s         0-49 
## 505                                                   Masterâ\200\231s     > 10,000 
## 506                                                 Bachelorâ\200\231s     > 10,000 
## 507                                                 Bachelorâ\200\231s          <NA>
## 508                                                   Masterâ\200\231s      250-999 
## 509                                                   Masterâ\200\231s         0-49 
## 510                                                   Masterâ\200\231s          <NA>
## 511                                                   Masterâ\200\231s       50-249 
## 512                                                   Masterâ\200\231s         0-49 
## 513                                                 Bachelorâ\200\231s     > 10,000 
## 514                                                 Bachelorâ\200\231s         0-49 
## 515                                                 Bachelorâ\200\231s   1000-9,999 
## 516                                                     Doctoral     > 10,000 
## 517                                                 Bachelorâ\200\231s          <NA>
## 518                                                 Bachelorâ\200\231s     > 10,000 
## 519                                                   Masterâ\200\231s          <NA>
## 520                                                     Doctoral     > 10,000 
## 521                                                 Bachelorâ\200\231s         0-49 
## 522                                                   Masterâ\200\231s          <NA>
## 523                                                   Masterâ\200\231s     > 10,000 
## 524                                                     Doctoral   1000-9,999 
## 525                                                     Doctoral      250-999 
## 526                                                     Doctoral         0-49 
## 527                                                     Doctoral      250-999 
## 528                                                   Masterâ\200\231s          <NA>
## 529                                                     Doctoral         0-49 
## 530                                                     Doctoral          <NA>
## 531                                                     Doctoral          <NA>
## 532                                                     Doctoral      250-999 
## 533                                                     Doctoral     > 10,000 
## 534                                                 Bachelorâ\200\231s     > 10,000 
## 535                                                     Doctoral   1000-9,999 
## 536                                                     Doctoral          <NA>
## 537                                                 Bachelorâ\200\231s          <NA>
## 538  Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 539                                                   Masterâ\200\231s     > 10,000 
## 540                                                   Masterâ\200\231s          <NA>
## 541                                                 Bachelorâ\200\231s         0-49 
## 542                                                   Masterâ\200\231s         0-49 
## 543                                                     Doctoral          <NA>
## 544                                                   Masterâ\200\231s       50-249 
## 545                                                   Masterâ\200\231s          <NA>
## 546                                                   Masterâ\200\231s     > 10,000 
## 547                                                   Masterâ\200\231s     > 10,000 
## 548                                                 Bachelorâ\200\231s          <NA>
## 549                                                   Masterâ\200\231s          <NA>
## 550                                                 Bachelorâ\200\231s      250-999 
## 551                                                 Bachelorâ\200\231s     > 10,000 
## 552                                                     Doctoral     > 10,000 
## 553                                                   Masterâ\200\231s      250-999 
## 554                                                     Doctoral     > 10,000 
## 555                                                 Professional       50-249 
## 556                                                   Masterâ\200\231s         0-49 
## 557                                                   Masterâ\200\231s         0-49 
## 558                                                 Bachelorâ\200\231s          <NA>
## 559                                                 Bachelorâ\200\231s   1000-9,999 
## 560                                                   Masterâ\200\231s          <NA>
## 561                                                   Masterâ\200\231s   1000-9,999 
## 562                                                 Bachelorâ\200\231s     > 10,000 
## 563                                                   Masterâ\200\231s   1000-9,999 
## 564                                                 Bachelorâ\200\231s          <NA>
## 565                                                   Masterâ\200\231s     > 10,000 
## 566                                                 Bachelorâ\200\231s         0-49 
## 567                                                     Doctoral      250-999 
## 568                                                     Doctoral         0-49 
## 569                                                 Bachelorâ\200\231s   1000-9,999 
## 570                                                   Masterâ\200\231s      250-999 
## 571                                                   Masterâ\200\231s          <NA>
## 572                                                   Masterâ\200\231s   1000-9,999 
## 573                                                 Professional         0-49 
## 574                                                 Bachelorâ\200\231s   1000-9,999 
## 575                                                   Masterâ\200\231s          <NA>
## 576                                                   Masterâ\200\231s         0-49 
## 577                                                     Doctoral         0-49 
## 578                                                   Masterâ\200\231s     > 10,000 
## 579                                                   Masterâ\200\231s   1000-9,999 
## 580                                                 Bachelorâ\200\231s          <NA>
## 581                                                 Bachelorâ\200\231s         0-49 
## 582                                                   Masterâ\200\231s          <NA>
## 583                                                     Doctoral   1000-9,999 
## 584                                                   Masterâ\200\231s       50-249 
## 585                                                   Masterâ\200\231s       50-249 
## 586                                                     Doctoral         0-49 
## 587                                                   Masterâ\200\231s     > 10,000 
## 588                                                   Masterâ\200\231s   1000-9,999 
## 589                                                 Bachelorâ\200\231s          <NA>
## 590                                                     Doctoral   1000-9,999 
## 591                                                   Masterâ\200\231s          <NA>
## 592                                                   Masterâ\200\231s   1000-9,999 
## 593                                                   Masterâ\200\231s          <NA>
## 594                                                   Masterâ\200\231s     > 10,000 
## 595                                        I prefer not to answer    > 10,000 
## 596                                                 Bachelorâ\200\231s          <NA>
## 597                                                 Bachelorâ\200\231s          <NA>
## 598                                                 Bachelorâ\200\231s          <NA>
## 599                                                 Bachelorâ\200\231s          <NA>
## 600                                                 Bachelorâ\200\231s          <NA>
## 601                                                     Doctoral         0-49 
## 602                                                   Masterâ\200\231s   1000-9,999 
## 603                                                   Masterâ\200\231s          <NA>
## 604                                                 Bachelorâ\200\231s          <NA>
## 605                                                   Masterâ\200\231s          <NA>
## 606                                                     Doctoral      250-999 
## 607                                                   Masterâ\200\231s         0-49 
## 608                                                   Masterâ\200\231s         0-49 
## 609                                                 Bachelorâ\200\231s          <NA>
## 610                                                   Masterâ\200\231s         0-49 
## 611                                                     Doctoral      250-999 
## 612                                                 Professional     > 10,000 
## 613  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 614                                                   Masterâ\200\231s     > 10,000 
## 615                                                   Masterâ\200\231s       50-249 
## 616                                                 Professional   1000-9,999 
## 617                                                   Masterâ\200\231s      250-999 
## 618                                                   Masterâ\200\231s     > 10,000 
## 619                                                   Masterâ\200\231s     > 10,000 
## 620                                                 Bachelorâ\200\231s     > 10,000 
## 621                                                     Doctoral         0-49 
## 622                                                   Masterâ\200\231s          <NA>
## 623                                                   Masterâ\200\231s     > 10,000 
## 624                                                 Bachelorâ\200\231s          <NA>
## 625                                        I prefer not to answer  1000-9,999 
## 626                                                   Masterâ\200\231s      250-999 
## 627                                                 Bachelorâ\200\231s     > 10,000 
## 628                                                 Bachelorâ\200\231s          <NA>
## 629                                                   Masterâ\200\231s       50-249 
## 630  Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 631                                                 Bachelorâ\200\231s     > 10,000 
## 632  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 633                                                 Bachelorâ\200\231s     > 10,000 
## 634                                                     Doctoral     > 10,000 
## 635                                                   Masterâ\200\231s     > 10,000 
## 636                                                 Professional     > 10,000 
## 637                                                   Masterâ\200\231s         0-49 
## 638                                                 Bachelorâ\200\231s          <NA>
## 639                                                   Masterâ\200\231s          <NA>
## 640                                                 Bachelorâ\200\231s          <NA>
## 641                                                     Doctoral      250-999 
## 642                                                 Bachelorâ\200\231s          <NA>
## 643                                                   Masterâ\200\231s   1000-9,999 
## 644                                                   Masterâ\200\231s       50-249 
## 645                                                   Masterâ\200\231s         0-49 
## 646                                                   Masterâ\200\231s          <NA>
## 647                                                 Bachelorâ\200\231s          <NA>
## 648                                                   Masterâ\200\231s         0-49 
## 649                                                   Masterâ\200\231s         0-49 
## 650                                                   Masterâ\200\231s     > 10,000 
## 651                                                 Bachelorâ\200\231s          <NA>
## 652  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 653                                                   Masterâ\200\231s       50-249 
## 654                                                   Masterâ\200\231s          <NA>
## 655                                                   Masterâ\200\231s     > 10,000 
## 656                                                 Professional       50-249 
## 657                                                   Masterâ\200\231s      250-999 
## 658                                                 Bachelorâ\200\231s      250-999 
## 659                                                   Masterâ\200\231s          <NA>
## 660                                                   Masterâ\200\231s   1000-9,999 
## 661                                                 Bachelorâ\200\231s       50-249 
## 662                                                   Masterâ\200\231s          <NA>
## 663                                                   Masterâ\200\231s   1000-9,999 
## 664                                                     Doctoral          <NA>
## 665                                                   Masterâ\200\231s   1000-9,999 
## 666                                                     Doctoral         0-49 
## 667                                                     Doctoral          <NA>
## 668                                                   Masterâ\200\231s          <NA>
## 669                                                 Bachelorâ\200\231s   1000-9,999 
## 670                                                 Bachelorâ\200\231s          <NA>
## 671                                                     Doctoral         0-49 
## 672                                                 Bachelorâ\200\231s          <NA>
## 673                                                   Masterâ\200\231s   1000-9,999 
## 674                                                 Bachelorâ\200\231s         0-49 
## 675                                                   Masterâ\200\231s      250-999 
## 676                                                   Masterâ\200\231s     > 10,000 
## 677                                                 Bachelorâ\200\231s   1000-9,999 
## 678  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 679                                                 Bachelorâ\200\231s          <NA>
## 680                                                     Doctoral         0-49 
## 681                                                     Doctoral   1000-9,999 
## 682                                                   Masterâ\200\231s     > 10,000 
## 683                                                   Masterâ\200\231s     > 10,000 
## 684                                                     Doctoral   1000-9,999 
## 685                                                 Bachelorâ\200\231s          <NA>
## 686                                                   Masterâ\200\231s          <NA>
## 687                                                 Bachelorâ\200\231s         0-49 
## 688                                                 Bachelorâ\200\231s          <NA>
## 689                                                 Bachelorâ\200\231s         0-49 
## 690                                                   Masterâ\200\231s      250-999 
## 691                                                     Doctoral         0-49 
## 692                                                 Bachelorâ\200\231s     > 10,000 
## 693                                                   Masterâ\200\231s       50-249 
## 694                                                     Doctoral       50-249 
## 695                                                     Doctoral      250-999 
## 696                                                 Bachelorâ\200\231s          <NA>
## 697  Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 698                                                 Bachelorâ\200\231s         0-49 
## 699                                                     Doctoral   1000-9,999 
## 700                                                 Bachelorâ\200\231s         0-49 
## 701                                                   Masterâ\200\231s     > 10,000 
## 702                                                   Masterâ\200\231s          <NA>
## 703                                                 Bachelorâ\200\231s          <NA>
## 704                                                 Bachelorâ\200\231s      250-999 
## 705                                                     Doctoral   1000-9,999 
## 706                                                     Doctoral      250-999 
## 707                                                   Masterâ\200\231s     > 10,000 
## 708                                                     Doctoral     > 10,000 
## 709                                                   Masterâ\200\231s          <NA>
## 710                                                   Masterâ\200\231s          <NA>
## 711                                                   Masterâ\200\231s       50-249 
## 712                                                   Masterâ\200\231s         0-49 
## 713                                                   Masterâ\200\231s   1000-9,999 
## 714                                                   Masterâ\200\231s         0-49 
## 715                                                   Masterâ\200\231s          <NA>
## 716                                                 Bachelorâ\200\231s   1000-9,999 
## 717                                                   Masterâ\200\231s       50-249 
## 718                                                 Bachelorâ\200\231s          <NA>
## 719                                                 Bachelorâ\200\231s          <NA>
## 720                                                     Doctoral   1000-9,999 
## 721                                                 Bachelorâ\200\231s     > 10,000 
## 722                                                 Bachelorâ\200\231s          <NA>
## 723                                                     Doctoral          <NA>
## 724                                                   Masterâ\200\231s         0-49 
## 725                                                   Masterâ\200\231s      250-999 
## 726                                                   Masterâ\200\231s   1000-9,999 
## 727                                                   Masterâ\200\231s   1000-9,999 
## 728                                                     Doctoral   1000-9,999 
## 729                                                   Masterâ\200\231s   1000-9,999 
## 730                                                 Bachelorâ\200\231s          <NA>
## 731                                                     Doctoral     > 10,000 
## 732                                                 Bachelorâ\200\231s          <NA>
## 733                                                 Bachelorâ\200\231s   1000-9,999 
## 734                                                   Masterâ\200\231s         0-49 
## 735                                                 Bachelorâ\200\231s       50-249 
## 736                                                   Masterâ\200\231s     > 10,000 
## 737                                                   Masterâ\200\231s     > 10,000 
## 738                                                   Masterâ\200\231s          <NA>
## 739                                                   Masterâ\200\231s          <NA>
## 740                                                   Masterâ\200\231s     > 10,000 
## 741                                                   Masterâ\200\231s         0-49 
## 742                                                   Masterâ\200\231s          <NA>
## 743                                                   Masterâ\200\231s   1000-9,999 
## 744                                                 Bachelorâ\200\231s      250-999 
## 745                                                 Professional         0-49 
## 746                                                     Doctoral   1000-9,999 
## 747  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 748                                                   Masterâ\200\231s          <NA>
## 749                                                   Masterâ\200\231s      250-999 
## 750                                                   Masterâ\200\231s       50-249 
## 751                                                     Doctoral      250-999 
## 752                                                   Masterâ\200\231s          <NA>
## 753                                                     Doctoral      250-999 
## 754                                                   Masterâ\200\231s     > 10,000 
## 755                                                   Masterâ\200\231s     > 10,000 
## 756                                                   Masterâ\200\231s      250-999 
## 757                                                   Masterâ\200\231s         0-49 
## 758                                                     Doctoral      250-999 
## 759                                                   Masterâ\200\231s      250-999 
## 760                                                     Doctoral         0-49 
## 761                                                   Masterâ\200\231s   1000-9,999 
## 762                                                   Masterâ\200\231s     > 10,000 
## 763  Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 764                                                   Masterâ\200\231s     > 10,000 
## 765  Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 766                                                   Masterâ\200\231s       50-249 
## 767                                                   Masterâ\200\231s      250-999 
## 768                                                   Masterâ\200\231s     > 10,000 
## 769                                                   Masterâ\200\231s       50-249 
## 770                                                   Masterâ\200\231s     > 10,000 
## 771                                                 Professional     > 10,000 
## 772                                                   Masterâ\200\231s     > 10,000 
## 773                                                 Bachelorâ\200\231s         0-49 
## 774                                                 Professional     > 10,000 
## 775                                                   Masterâ\200\231s          <NA>
## 776                                                 Bachelorâ\200\231s          <NA>
## 777                                                 Bachelorâ\200\231s         0-49 
## 778                                                   Masterâ\200\231s     > 10,000 
## 779                                                     Doctoral          <NA>
## 780                                                 Professional     > 10,000 
## 781                                                 Bachelorâ\200\231s          <NA>
## 782                                                   Masterâ\200\231s         0-49 
## 783                                                   Masterâ\200\231s     > 10,000 
## 784                                                   Masterâ\200\231s      250-999 
## 785                                                 Bachelorâ\200\231s          <NA>
## 786                                                 Bachelorâ\200\231s       50-249 
## 787                                                 Bachelorâ\200\231s          <NA>
## 788                                                   Masterâ\200\231s          <NA>
## 789                                                   Masterâ\200\231s     > 10,000 
## 790                                                   Masterâ\200\231s     > 10,000 
## 791                                                   Masterâ\200\231s          <NA>
## 792                                                   Masterâ\200\231s     > 10,000 
## 793                                                 Bachelorâ\200\231s   1000-9,999 
## 794                                                   Masterâ\200\231s          <NA>
## 795                                                     Doctoral     > 10,000 
## 796                                                   Masterâ\200\231s     > 10,000 
## 797                                                 Bachelorâ\200\231s   1000-9,999 
## 798                                                   Masterâ\200\231s          <NA>
## 799  Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 800                                                 Bachelorâ\200\231s         0-49 
## 801                                                     Doctoral     > 10,000 
## 802                                                     Doctoral   1000-9,999 
## 803                                                   Masterâ\200\231s       50-249 
## 804                                                   Masterâ\200\231s      250-999 
## 805                                                   Masterâ\200\231s     > 10,000 
## 806                                                   Masterâ\200\231s   1000-9,999 
## 807                                                 Bachelorâ\200\231s   1000-9,999 
## 808                                                 Bachelorâ\200\231s     > 10,000 
## 809                                                   Masterâ\200\231s      250-999 
## 810                                                   Masterâ\200\231s       50-249 
## 811                                                   Masterâ\200\231s   1000-9,999 
## 812                          No formal education past high school         <NA>
## 813                                                   Masterâ\200\231s          <NA>
## 814                                                   Masterâ\200\231s       50-249 
## 815                                                 Bachelorâ\200\231s       50-249 
## 816                                                   Masterâ\200\231s          <NA>
## 817                                                   Masterâ\200\231s      250-999 
## 818                                                   Masterâ\200\231s     > 10,000 
## 819                                                     Doctoral          <NA>
## 820                                                   Masterâ\200\231s     > 10,000 
## 821                                                 Bachelorâ\200\231s          <NA>
## 822                                                   Masterâ\200\231s      250-999 
## 823                                                   Masterâ\200\231s     > 10,000 
## 824                                                     Doctoral         0-49 
## 825                                                   Masterâ\200\231s         0-49 
## 826                                                 Bachelorâ\200\231s     > 10,000 
## 827                                                 Bachelorâ\200\231s         0-49 
## 828                                                   Masterâ\200\231s       50-249 
## 829                                                     Doctoral      250-999 
## 830                                                   Masterâ\200\231s      250-999 
## 831                                                     Doctoral         0-49 
## 832                                                     Doctoral         0-49 
## 833                                                   Masterâ\200\231s         0-49 
## 834                                                     Doctoral   1000-9,999 
## 835                                                   Masterâ\200\231s         0-49 
## 836                                                   Masterâ\200\231s          <NA>
## 837                                                   Masterâ\200\231s          <NA>
## 838                                                   Masterâ\200\231s       50-249 
## 839                                                   Masterâ\200\231s         0-49 
## 840                                                 Bachelorâ\200\231s     > 10,000 
## 841                                                 Professional      250-999 
## 842                                                   Masterâ\200\231s          <NA>
## 843                                                 Bachelorâ\200\231s     > 10,000 
## 844                                                     Doctoral       50-249 
## 845                                                     Doctoral   1000-9,999 
## 846                                                     Doctoral          <NA>
## 847                                                   Masterâ\200\231s     > 10,000 
## 848                                                   Masterâ\200\231s     > 10,000 
## 849                                                   Masterâ\200\231s          <NA>
## 850                                                     Doctoral   1000-9,999 
## 851                                                 Bachelorâ\200\231s     > 10,000 
## 852                                                   Masterâ\200\231s         0-49 
## 853                                                     Doctoral       50-249 
## 854                                                     Doctoral         0-49 
## 855                                                   Masterâ\200\231s   1000-9,999 
## 856                                                   Masterâ\200\231s         0-49 
## 857                                                     Doctoral         0-49 
## 858                                                 Professional          <NA>
## 859                                                   Masterâ\200\231s          <NA>
## 860                                                   Masterâ\200\231s          <NA>
## 861                                                 Bachelorâ\200\231s          <NA>
## 862                                                   Masterâ\200\231s          <NA>
## 863                                                   Masterâ\200\231s      250-999 
## 864                                                 Bachelorâ\200\231s         0-49 
## 865                                                   Masterâ\200\231s     > 10,000 
## 866                                                   Masterâ\200\231s         0-49 
## 867                                        I prefer not to answer        0-49 
## 868                                                   Masterâ\200\231s          <NA>
## 869                                                   Masterâ\200\231s          <NA>
## 870                                                   Masterâ\200\231s          <NA>
## 871                                                   Masterâ\200\231s         0-49 
## 872                                                   Masterâ\200\231s         0-49 
## 873                                                     Doctoral   1000-9,999 
## 874                                                   Masterâ\200\231s          <NA>
## 875                                                   Masterâ\200\231s   1000-9,999 
## 876                                                 Bachelorâ\200\231s     > 10,000 
## 877                                                   Masterâ\200\231s       50-249 
## 878                                                   Masterâ\200\231s   1000-9,999 
## 879                                                 Bachelorâ\200\231s         0-49 
## 880                                                 Professional     > 10,000 
## 881                                                   Masterâ\200\231s          <NA>
## 882                                                 Bachelorâ\200\231s      250-999 
## 883                                                   Masterâ\200\231s      250-999 
## 884                                                     Doctoral          <NA>
## 885                                                   Masterâ\200\231s          <NA>
## 886                                                   Masterâ\200\231s     > 10,000 
## 887                                                   Masterâ\200\231s         0-49 
## 888                                                 Bachelorâ\200\231s          <NA>
## 889                                                 Bachelorâ\200\231s          <NA>
## 890                                                   Masterâ\200\231s       50-249 
## 891                                                   Masterâ\200\231s      250-999 
## 892  Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 893                                                   Masterâ\200\231s       50-249 
## 894                                                   Masterâ\200\231s     > 10,000 
## 895                                                   Masterâ\200\231s         0-49 
## 896                                                 Bachelorâ\200\231s          <NA>
## 897                                                 Bachelorâ\200\231s          <NA>
## 898  Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 899                                                 Bachelorâ\200\231s     > 10,000 
## 900                                                     Doctoral         0-49 
## 901                                                   Masterâ\200\231s          <NA>
## 902                                                   Masterâ\200\231s          <NA>
## 903                                                 Bachelorâ\200\231s       50-249 
## 904                                                   Masterâ\200\231s         0-49 
## 905                                                     Doctoral         0-49 
## 906                                                   Masterâ\200\231s      250-999 
## 907                                                   Masterâ\200\231s     > 10,000 
## 908                                                     Doctoral         0-49 
## 909                                                 Bachelorâ\200\231s          <NA>
## 910                                                   Masterâ\200\231s       50-249 
## 911                                                 Bachelorâ\200\231s       50-249 
## 912                                                   Masterâ\200\231s     > 10,000 
## 913                                                 Bachelorâ\200\231s          <NA>
## 914                                                 Bachelorâ\200\231s     > 10,000 
## 915                                                   Masterâ\200\231s       50-249 
## 916                                                     Doctoral     > 10,000 
## 917                                                 Bachelorâ\200\231s         0-49 
## 918                                                 Bachelorâ\200\231s         0-49 
## 919                                                   Masterâ\200\231s         0-49 
## 920                                                 Professional          <NA>
## 921                                                 Bachelorâ\200\231s          <NA>
## 922                                                 Bachelorâ\200\231s          <NA>
## 923                                                 Bachelorâ\200\231s      250-999 
## 924                                                 Bachelorâ\200\231s          <NA>
## 925                                                 Bachelorâ\200\231s       50-249 
## 926                                                 Professional          <NA>
## 927                                                   Masterâ\200\231s          <NA>
## 928                                                   Masterâ\200\231s         0-49 
## 929                                                     Doctoral         0-49 
## 930                                                   Masterâ\200\231s         0-49 
## 931                                                 Bachelorâ\200\231s          <NA>
## 932                                                 Bachelorâ\200\231s          <NA>
## 933                                                 Bachelorâ\200\231s          <NA>
## 934                                                   Masterâ\200\231s         0-49 
## 935                                                     Doctoral         0-49 
## 936                                                   Masterâ\200\231s          <NA>
## 937                                                   Masterâ\200\231s       50-249 
## 938                                                     Doctoral      250-999 
## 939                                                 Bachelorâ\200\231s          <NA>
## 940                                                     Doctoral   1000-9,999 
## 941                                                 Bachelorâ\200\231s      250-999 
## 942                                                     Doctoral     > 10,000 
## 943                                                     Doctoral   1000-9,999 
## 944                                                   Masterâ\200\231s   1000-9,999 
## 945                                                   Masterâ\200\231s       50-249 
## 946                                                     Doctoral      250-999 
## 947                                                 Bachelorâ\200\231s          <NA>
## 948                                                     Doctoral       50-249 
## 949                                                 Bachelorâ\200\231s         0-49 
## 950                                                 Bachelorâ\200\231s   1000-9,999 
## 951                                                   Masterâ\200\231s     > 10,000 
## 952                                                 Bachelorâ\200\231s          <NA>
## 953                                                     Doctoral   1000-9,999 
## 954                                                   Masterâ\200\231s      250-999 
## 955                                                     Doctoral     > 10,000 
## 956                                                     Doctoral      250-999 
## 957                                        I prefer not to answer      50-249 
## 958                                                     Doctoral          <NA>
## 959                                                   Masterâ\200\231s          <NA>
## 960  Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 961                                                   Masterâ\200\231s         0-49 
## 962                                                     Doctoral       50-249 
## 963                                                 Bachelorâ\200\231s   1000-9,999 
## 964                                                   Masterâ\200\231s          <NA>
## 965                                                   Masterâ\200\231s       50-249 
## 966                                                   Masterâ\200\231s      250-999 
## 967                                                   Masterâ\200\231s         0-49 
## 968  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 969                                                 Bachelorâ\200\231s         0-49 
## 970                                                 Bachelorâ\200\231s       50-249 
## 971                                                   Masterâ\200\231s         0-49 
## 972                          No formal education past high school        0-49 
## 973                                                     Doctoral     > 10,000 
## 974                                                   Masterâ\200\231s          <NA>
## 975                                                     Doctoral      250-999 
## 976                                                   Masterâ\200\231s         0-49 
## 977                                                   Masterâ\200\231s     > 10,000 
## 978  Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 979                                                 Bachelorâ\200\231s          <NA>
## 980                                                 Bachelorâ\200\231s          <NA>
## 981                                                   Masterâ\200\231s          <NA>
## 982                                                   Masterâ\200\231s       50-249 
## 983                                                   Masterâ\200\231s          <NA>
## 984                                                   Masterâ\200\231s      250-999 
## 985                                                 Bachelorâ\200\231s      250-999 
## 986                                                 Bachelorâ\200\231s          <NA>
## 987                                                   Masterâ\200\231s       50-249 
## 988                                                   Masterâ\200\231s     > 10,000 
## 989                                                 Bachelorâ\200\231s         0-49 
## 990                                                 Professional      250-999 
## 991                                                     Doctoral   1000-9,999 
## 992                                                   Masterâ\200\231s      250-999 
## 993                                                   Masterâ\200\231s     > 10,000 
## 994                                                   Masterâ\200\231s   1000-9,999 
## 995                                                 Bachelorâ\200\231s         0-49 
## 996                                                 Bachelorâ\200\231s      250-999 
## 997                                                   Masterâ\200\231s         0-49 
## 998                                                   Masterâ\200\231s          <NA>
## 999                                                   Masterâ\200\231s     > 10,000 
## 1000 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1001                                                  Masterâ\200\231s   1000-9,999 
## 1002                                                  Masterâ\200\231s      250-999 
## 1003                                                  Masterâ\200\231s          <NA>
## 1004                                                    Doctoral       50-249 
## 1005                                                Bachelorâ\200\231s      250-999 
## 1006                                                  Masterâ\200\231s   1000-9,999 
## 1007                                                    Doctoral         0-49 
## 1008                                                  Masterâ\200\231s       50-249 
## 1009                                                  Masterâ\200\231s     > 10,000 
## 1010                                                  Masterâ\200\231s          <NA>
## 1011                                                  Masterâ\200\231s       50-249 
## 1012                                                    Doctoral     > 10,000 
## 1013                                                    Doctoral          <NA>
## 1014                                                  Masterâ\200\231s   1000-9,999 
## 1015                                                    Doctoral         0-49 
## 1016 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 1017                                                  Masterâ\200\231s       50-249 
## 1018                                                  Masterâ\200\231s         0-49 
## 1019                                                  Masterâ\200\231s       50-249 
## 1020                                                    Doctoral     > 10,000 
## 1021                                                  Masterâ\200\231s      250-999 
## 1022                                                    Doctoral     > 10,000 
## 1023                                                Bachelorâ\200\231s     > 10,000 
## 1024                                                  Masterâ\200\231s         0-49 
## 1025                                                    Doctoral         0-49 
## 1026                                                  Masterâ\200\231s          <NA>
## 1027                                                  Masterâ\200\231s       50-249 
## 1028                                                  Masterâ\200\231s   1000-9,999 
## 1029 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1030                                                Bachelorâ\200\231s         0-49 
## 1031                                                Bachelorâ\200\231s     > 10,000 
## 1032                                                Bachelorâ\200\231s          <NA>
## 1033                                                    Doctoral         0-49 
## 1034                                                  Masterâ\200\231s       50-249 
## 1035                                                Bachelorâ\200\231s     > 10,000 
## 1036                                                  Masterâ\200\231s      250-999 
## 1037                                                    Doctoral         0-49 
## 1038                                                Bachelorâ\200\231s       50-249 
## 1039                                                    Doctoral   1000-9,999 
## 1040                                                Professional         0-49 
## 1041                                                    Doctoral     > 10,000 
## 1042                                                  Masterâ\200\231s       50-249 
## 1043                                                    Doctoral         0-49 
## 1044                                                  Masterâ\200\231s   1000-9,999 
## 1045                                                    Doctoral     > 10,000 
## 1046                                                  Masterâ\200\231s          <NA>
## 1047                                                  Masterâ\200\231s         0-49 
## 1048 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 1049                                                Bachelorâ\200\231s   1000-9,999 
## 1050                                                Bachelorâ\200\231s     > 10,000 
## 1051                                                    Doctoral         0-49 
## 1052                                                    Doctoral          <NA>
## 1053                                                Bachelorâ\200\231s         0-49 
## 1054                                                Bachelorâ\200\231s   1000-9,999 
## 1055                                                  Masterâ\200\231s     > 10,000 
## 1056                                                  Masterâ\200\231s         0-49 
## 1057                                                  Masterâ\200\231s   1000-9,999 
## 1058                                                  Masterâ\200\231s       50-249 
## 1059                                                  Masterâ\200\231s          <NA>
## 1060                                                  Masterâ\200\231s     > 10,000 
## 1061                                                Bachelorâ\200\231s     > 10,000 
## 1062                                                  Masterâ\200\231s      250-999 
## 1063                                                  Masterâ\200\231s          <NA>
## 1064                                                Bachelorâ\200\231s       50-249 
## 1065                                                  Masterâ\200\231s         0-49 
## 1066                                                Bachelorâ\200\231s       50-249 
## 1067                                                    Doctoral          <NA>
## 1068                                                  Masterâ\200\231s   1000-9,999 
## 1069                                       I prefer not to answer        0-49 
## 1070                                                    Doctoral      250-999 
## 1071                                                  Masterâ\200\231s     > 10,000 
## 1072                                                  Masterâ\200\231s      250-999 
## 1073                                                  Masterâ\200\231s          <NA>
## 1074                                                Professional   1000-9,999 
## 1075                                                Bachelorâ\200\231s         0-49 
## 1076                                                Bachelorâ\200\231s          <NA>
## 1077                                                Bachelorâ\200\231s      250-999 
## 1078                                                Bachelorâ\200\231s          <NA>
## 1079                                                  Masterâ\200\231s   1000-9,999 
## 1080                                                Bachelorâ\200\231s      250-999 
## 1081 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1082                                                    Doctoral          <NA>
## 1083                                                  Masterâ\200\231s         0-49 
## 1084                                                Bachelorâ\200\231s       50-249 
## 1085                                                  Masterâ\200\231s      250-999 
## 1086                         No formal education past high school      50-249 
## 1087                                                  Masterâ\200\231s   1000-9,999 
## 1088                                                Bachelorâ\200\231s          <NA>
## 1089                                                Bachelorâ\200\231s     > 10,000 
## 1090                                                  Masterâ\200\231s         0-49 
## 1091                                                Bachelorâ\200\231s         0-49 
## 1092                                                Bachelorâ\200\231s          <NA>
## 1093                                                Bachelorâ\200\231s   1000-9,999 
## 1094                                                  Masterâ\200\231s          <NA>
## 1095                                                  Masterâ\200\231s   1000-9,999 
## 1096                                                  Masterâ\200\231s         0-49 
## 1097                                                    Doctoral      250-999 
## 1098                                                  Masterâ\200\231s      250-999 
## 1099                                                Bachelorâ\200\231s          <NA>
## 1100                                                  Masterâ\200\231s   1000-9,999 
## 1101                                                Bachelorâ\200\231s     > 10,000 
## 1102                                                    Doctoral      250-999 
## 1103                                                    Doctoral   1000-9,999 
## 1104                                                    Doctoral   1000-9,999 
## 1105                                                Bachelorâ\200\231s         0-49 
## 1106                         No formal education past high school         <NA>
## 1107                                                    Doctoral       50-249 
## 1108                                                  Masterâ\200\231s       50-249 
## 1109                                                    Doctoral   1000-9,999 
## 1110                                                    Doctoral          <NA>
## 1111                                                  Masterâ\200\231s   1000-9,999 
## 1112                                                    Doctoral     > 10,000 
## 1113                                                Bachelorâ\200\231s         0-49 
## 1114                                                Bachelorâ\200\231s          <NA>
## 1115                                                  Masterâ\200\231s          <NA>
## 1116                                                Bachelorâ\200\231s         0-49 
## 1117                                                    Doctoral         0-49 
## 1118                                                  Masterâ\200\231s       50-249 
## 1119                                                Bachelorâ\200\231s         0-49 
## 1120                                                  Masterâ\200\231s      250-999 
## 1121                                                  Masterâ\200\231s     > 10,000 
## 1122                                                  Masterâ\200\231s          <NA>
## 1123                                                Bachelorâ\200\231s       50-249 
## 1124                                                  Masterâ\200\231s   1000-9,999 
## 1125                                                  Masterâ\200\231s      250-999 
## 1126                                                  Masterâ\200\231s         0-49 
## 1127                                                  Masterâ\200\231s         0-49 
## 1128 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 1129 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 1130                                                  Masterâ\200\231s     > 10,000 
## 1131                                                  Masterâ\200\231s         0-49 
## 1132                                                  Masterâ\200\231s       50-249 
## 1133                                                    Doctoral     > 10,000 
## 1134                                                  Masterâ\200\231s          <NA>
## 1135                                                  Masterâ\200\231s     > 10,000 
## 1136                                                Bachelorâ\200\231s         0-49 
## 1137                                                Bachelorâ\200\231s          <NA>
## 1138                                                  Masterâ\200\231s         0-49 
## 1139                                                  Masterâ\200\231s         0-49 
## 1140                                                  Masterâ\200\231s         0-49 
## 1141                                                  Masterâ\200\231s      250-999 
## 1142                                                  Masterâ\200\231s         0-49 
## 1143                                                Bachelorâ\200\231s          <NA>
## 1144                                                  Masterâ\200\231s     > 10,000 
## 1145                                                Bachelorâ\200\231s         0-49 
## 1146                                                  Masterâ\200\231s     > 10,000 
## 1147                                                Bachelorâ\200\231s          <NA>
## 1148                                                Bachelorâ\200\231s          <NA>
## 1149                                                  Masterâ\200\231s         0-49 
## 1150                                                  Masterâ\200\231s   1000-9,999 
## 1151                                                  Masterâ\200\231s          <NA>
## 1152                                                  Masterâ\200\231s   1000-9,999 
## 1153                                                    Doctoral         0-49 
## 1154                                                  Masterâ\200\231s         0-49 
## 1155                                                  Masterâ\200\231s   1000-9,999 
## 1156                                                  Masterâ\200\231s         0-49 
## 1157                                                Bachelorâ\200\231s     > 10,000 
## 1158                                                Bachelorâ\200\231s         0-49 
## 1159                                                  Masterâ\200\231s     > 10,000 
## 1160                                                  Masterâ\200\231s      250-999 
## 1161                                                  Masterâ\200\231s       50-249 
## 1162                                                Bachelorâ\200\231s          <NA>
## 1163                                                Bachelorâ\200\231s         0-49 
## 1164                                                  Masterâ\200\231s   1000-9,999 
## 1165                                                  Masterâ\200\231s          <NA>
## 1166                                                    Doctoral          <NA>
## 1167                                                Bachelorâ\200\231s          <NA>
## 1168                                                Bachelorâ\200\231s          <NA>
## 1169                                                  Masterâ\200\231s          <NA>
## 1170                                                Bachelorâ\200\231s          <NA>
## 1171                                                  Masterâ\200\231s   1000-9,999 
## 1172                                                  Masterâ\200\231s   1000-9,999 
## 1173                                                  Masterâ\200\231s         0-49 
## 1174                                                Bachelorâ\200\231s          <NA>
## 1175                                                    Doctoral   1000-9,999 
## 1176                                                  Masterâ\200\231s          <NA>
## 1177                                                  Masterâ\200\231s     > 10,000 
## 1178                                                  Masterâ\200\231s      250-999 
## 1179                                       I prefer not to answer        0-49 
## 1180                                                Bachelorâ\200\231s     > 10,000 
## 1181                                                Professional   1000-9,999 
## 1182                                                  Masterâ\200\231s          <NA>
## 1183                                                Bachelorâ\200\231s     > 10,000 
## 1184                                                  Masterâ\200\231s          <NA>
## 1185                                       I prefer not to answer  1000-9,999 
## 1186                                                Bachelorâ\200\231s          <NA>
## 1187 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1188                                                Bachelorâ\200\231s          <NA>
## 1189 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1190                                                    Doctoral     > 10,000 
## 1191                                                    Doctoral         0-49 
## 1192 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 1193                                                  Masterâ\200\231s          <NA>
## 1194                                                Bachelorâ\200\231s         0-49 
## 1195                                                  Masterâ\200\231s         0-49 
## 1196                                                Bachelorâ\200\231s          <NA>
## 1197                                                Bachelorâ\200\231s     > 10,000 
## 1198                                                  Masterâ\200\231s     > 10,000 
## 1199                                                  Masterâ\200\231s       50-249 
## 1200                                                Bachelorâ\200\231s     > 10,000 
## 1201                                                    Doctoral      250-999 
## 1202                                                  Masterâ\200\231s         0-49 
## 1203                                                  Masterâ\200\231s   1000-9,999 
## 1204                                                  Masterâ\200\231s     > 10,000 
## 1205                                                    Doctoral      250-999 
## 1206                                                Bachelorâ\200\231s     > 10,000 
## 1207                                                  Masterâ\200\231s          <NA>
## 1208                                                  Masterâ\200\231s       50-249 
## 1209 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1210                                                Professional          <NA>
## 1211                                                  Masterâ\200\231s          <NA>
## 1212                                                  Masterâ\200\231s          <NA>
## 1213                                                Bachelorâ\200\231s       50-249 
## 1214                                                    Doctoral          <NA>
## 1215                                                    Doctoral       50-249 
## 1216                                       I prefer not to answer        0-49 
## 1217                                                  Masterâ\200\231s     > 10,000 
## 1218                                                    Doctoral          <NA>
## 1219                                                  Masterâ\200\231s       50-249 
## 1220                                                  Masterâ\200\231s      250-999 
## 1221                                                  Masterâ\200\231s   1000-9,999 
## 1222                                                Bachelorâ\200\231s         0-49 
## 1223                                                  Masterâ\200\231s          <NA>
## 1224                                                  Masterâ\200\231s          <NA>
## 1225                                                    Doctoral   1000-9,999 
## 1226                                                  Masterâ\200\231s          <NA>
## 1227                                                  Masterâ\200\231s         0-49 
## 1228 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1229                                                  Masterâ\200\231s     > 10,000 
## 1230                                                Bachelorâ\200\231s         0-49 
## 1231                                                Bachelorâ\200\231s     > 10,000 
## 1232                                                  Masterâ\200\231s         0-49 
## 1233                                                  Masterâ\200\231s   1000-9,999 
## 1234                                                    Doctoral   1000-9,999 
## 1235                                                    Doctoral      250-999 
## 1236                                                  Masterâ\200\231s     > 10,000 
## 1237                                                  Masterâ\200\231s   1000-9,999 
## 1238                                                    Doctoral         0-49 
## 1239 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1240                                                  Masterâ\200\231s     > 10,000 
## 1241                                       I prefer not to answer        0-49 
## 1242                                                  Masterâ\200\231s          <NA>
## 1243                                                Bachelorâ\200\231s          <NA>
## 1244                                                  Masterâ\200\231s      250-999 
## 1245                                                  Masterâ\200\231s   1000-9,999 
## 1246                                                  Masterâ\200\231s       50-249 
## 1247                                                  Masterâ\200\231s      250-999 
## 1248                                                  Masterâ\200\231s         0-49 
## 1249                                                  Masterâ\200\231s     > 10,000 
## 1250                                                  Masterâ\200\231s     > 10,000 
## 1251                                                Bachelorâ\200\231s          <NA>
## 1252                                                Bachelorâ\200\231s          <NA>
## 1253                                                  Masterâ\200\231s         0-49 
## 1254                                                Bachelorâ\200\231s     > 10,000 
## 1255                                                Professional         0-49 
## 1256                                                    Doctoral         0-49 
## 1257                                                  Masterâ\200\231s         0-49 
## 1258                                                Professional       50-249 
## 1259                                                  Masterâ\200\231s         0-49 
## 1260                                                  Masterâ\200\231s       50-249 
## 1261                                                  Masterâ\200\231s       50-249 
## 1262                                                  Masterâ\200\231s         0-49 
## 1263                                                  Masterâ\200\231s         0-49 
## 1264                                                  Masterâ\200\231s       50-249 
## 1265                                                  Masterâ\200\231s         0-49 
## 1266                                                    Doctoral       50-249 
## 1267                                                  Masterâ\200\231s   1000-9,999 
## 1268                                                    Doctoral         0-49 
## 1269                                                Bachelorâ\200\231s          <NA>
## 1270                                                Bachelorâ\200\231s          <NA>
## 1271                                                  Masterâ\200\231s       50-249 
## 1272                                                Bachelorâ\200\231s     > 10,000 
## 1273                                                  Masterâ\200\231s          <NA>
## 1274                                                  Masterâ\200\231s         0-49 
## 1275                                                  Masterâ\200\231s         0-49 
## 1276 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 1277                                                Professional     > 10,000 
## 1278                                                Professional         0-49 
## 1279                                                  Masterâ\200\231s     > 10,000 
## 1280 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1281                                       I prefer not to answer        0-49 
## 1282                                                Professional         0-49 
## 1283                                                Bachelorâ\200\231s   1000-9,999 
## 1284                                                    Doctoral      250-999 
## 1285                                                Bachelorâ\200\231s     > 10,000 
## 1286                                                    Doctoral         0-49 
## 1287                                                  Masterâ\200\231s          <NA>
## 1288                                                Bachelorâ\200\231s          <NA>
## 1289                                                  Masterâ\200\231s      250-999 
## 1290                                                Bachelorâ\200\231s     > 10,000 
## 1291                                                  Masterâ\200\231s     > 10,000 
## 1292                                                    Doctoral          <NA>
## 1293                                                Professional         0-49 
## 1294                                                  Masterâ\200\231s   1000-9,999 
## 1295                                                    Doctoral     > 10,000 
## 1296                                                  Masterâ\200\231s       50-249 
## 1297                                                    Doctoral      250-999 
## 1298                                                Bachelorâ\200\231s      250-999 
## 1299                                                    Doctoral      250-999 
## 1300                                                    Doctoral   1000-9,999 
## 1301                                                Bachelorâ\200\231s   1000-9,999 
## 1302                                                Bachelorâ\200\231s         0-49 
## 1303                                                Bachelorâ\200\231s         0-49 
## 1304                                                    Doctoral      250-999 
## 1305                                                  Masterâ\200\231s     > 10,000 
## 1306                                                Bachelorâ\200\231s         0-49 
## 1307                                                  Masterâ\200\231s      250-999 
## 1308                                                  Masterâ\200\231s         0-49 
## 1309                                                  Masterâ\200\231s       50-249 
## 1310                                                Bachelorâ\200\231s          <NA>
## 1311                                                  Masterâ\200\231s     > 10,000 
## 1312                                                  Masterâ\200\231s          <NA>
## 1313                                                  Masterâ\200\231s   1000-9,999 
## 1314                                                  Masterâ\200\231s     > 10,000 
## 1315                                                    Doctoral          <NA>
## 1316                                                  Masterâ\200\231s         0-49 
## 1317 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1318                                                Bachelorâ\200\231s     > 10,000 
## 1319                                                    Doctoral       50-249 
## 1320                                                  Masterâ\200\231s   1000-9,999 
## 1321                                                  Masterâ\200\231s         0-49 
## 1322                                                Professional   1000-9,999 
## 1323                                                Bachelorâ\200\231s         0-49 
## 1324                                                    Doctoral     > 10,000 
## 1325                                                  Masterâ\200\231s   1000-9,999 
## 1326                                                    Doctoral   1000-9,999 
## 1327                                                    Doctoral         0-49 
## 1328                                                Bachelorâ\200\231s   1000-9,999 
## 1329                                                  Masterâ\200\231s     > 10,000 
## 1330                                                  Masterâ\200\231s   1000-9,999 
## 1331                                                  Masterâ\200\231s          <NA>
## 1332                                                    Doctoral   1000-9,999 
## 1333                                                  Masterâ\200\231s     > 10,000 
## 1334                                                    Doctoral   1000-9,999 
## 1335                                                  Masterâ\200\231s         0-49 
## 1336                                                  Masterâ\200\231s   1000-9,999 
## 1337 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1338                                                Bachelorâ\200\231s     > 10,000 
## 1339 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 1340                                                  Masterâ\200\231s         0-49 
## 1341                                                    Doctoral      250-999 
## 1342                                                  Masterâ\200\231s         0-49 
## 1343                                                    Doctoral   1000-9,999 
## 1344                                                    Doctoral         0-49 
## 1345                                                  Masterâ\200\231s     > 10,000 
## 1346                                                  Masterâ\200\231s         0-49 
## 1347 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 1348                                                Bachelorâ\200\231s     > 10,000 
## 1349                                                  Masterâ\200\231s         0-49 
## 1350                                                Bachelorâ\200\231s          <NA>
## 1351                                                  Masterâ\200\231s          <NA>
## 1352                                                Bachelorâ\200\231s       50-249 
## 1353                                                  Masterâ\200\231s     > 10,000 
## 1354                                                    Doctoral       50-249 
## 1355                                                  Masterâ\200\231s   1000-9,999 
## 1356                                                    Doctoral         0-49 
## 1357                                                Professional       50-249 
## 1358                                                Bachelorâ\200\231s         0-49 
## 1359                                                  Masterâ\200\231s     > 10,000 
## 1360                                                  Masterâ\200\231s     > 10,000 
## 1361                                                    Doctoral       50-249 
## 1362                                                Bachelorâ\200\231s         0-49 
## 1363                                                    Doctoral     > 10,000 
## 1364                                                Bachelorâ\200\231s          <NA>
## 1365                                                    Doctoral   1000-9,999 
## 1366                                                Professional      250-999 
## 1367                                                  Masterâ\200\231s   1000-9,999 
## 1368                                                Bachelorâ\200\231s   1000-9,999 
## 1369                                                Bachelorâ\200\231s         0-49 
## 1370                                                Bachelorâ\200\231s          <NA>
## 1371                                                Bachelorâ\200\231s     > 10,000 
## 1372                                                    Doctoral         0-49 
## 1373                                                  Masterâ\200\231s       50-249 
## 1374                                                  Masterâ\200\231s     > 10,000 
## 1375                                                Bachelorâ\200\231s      250-999 
## 1376                                                  Masterâ\200\231s         0-49 
## 1377                                                  Masterâ\200\231s   1000-9,999 
## 1378                                                  Masterâ\200\231s     > 10,000 
## 1379                                                Bachelorâ\200\231s      250-999 
## 1380                                                    Doctoral      250-999 
## 1381                         No formal education past high school         <NA>
## 1382                                                  Masterâ\200\231s       50-249 
## 1383                                                  Masterâ\200\231s          <NA>
## 1384                                                    Doctoral     > 10,000 
## 1385                                                  Masterâ\200\231s   1000-9,999 
## 1386                                                    Doctoral   1000-9,999 
## 1387                                                  Masterâ\200\231s       50-249 
## 1388                                                  Masterâ\200\231s   1000-9,999 
## 1389                                                  Masterâ\200\231s     > 10,000 
## 1390                                                Bachelorâ\200\231s     > 10,000 
## 1391                                                  Masterâ\200\231s          <NA>
## 1392                                                Bachelorâ\200\231s          <NA>
## 1393                                                Bachelorâ\200\231s          <NA>
## 1394                                                  Masterâ\200\231s   1000-9,999 
## 1395                                                Professional   1000-9,999 
## 1396                                                Bachelorâ\200\231s          <NA>
## 1397                                                Bachelorâ\200\231s         0-49 
## 1398                                                  Masterâ\200\231s         0-49 
## 1399                                                  Masterâ\200\231s          <NA>
## 1400                                                  Masterâ\200\231s          <NA>
## 1401                                                    Doctoral   1000-9,999 
## 1402                                                Bachelorâ\200\231s          <NA>
## 1403                                                  Masterâ\200\231s         0-49 
## 1404                                                Bachelorâ\200\231s       50-249 
## 1405                                                Bachelorâ\200\231s          <NA>
## 1406                                                  Masterâ\200\231s   1000-9,999 
## 1407                                                Bachelorâ\200\231s         0-49 
## 1408                                                  Masterâ\200\231s          <NA>
## 1409                                                Professional   1000-9,999 
## 1410                                                    Doctoral      250-999 
## 1411                                                Bachelorâ\200\231s     > 10,000 
## 1412                                                Bachelorâ\200\231s          <NA>
## 1413                                                  Masterâ\200\231s         0-49 
## 1414                                                  Masterâ\200\231s      250-999 
## 1415                                                  Masterâ\200\231s      250-999 
## 1416                                                Bachelorâ\200\231s     > 10,000 
## 1417                                                  Masterâ\200\231s   1000-9,999 
## 1418                                                  Masterâ\200\231s       50-249 
## 1419                                                    Doctoral     > 10,000 
## 1420                                                    Doctoral         0-49 
## 1421                                                    Doctoral         0-49 
## 1422                                                  Masterâ\200\231s     > 10,000 
## 1423                         No formal education past high school    > 10,000 
## 1424                                                    Doctoral     > 10,000 
## 1425 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 1426                                                  Masterâ\200\231s          <NA>
## 1427                                                    Doctoral         0-49 
## 1428                                                  Masterâ\200\231s         0-49 
## 1429                                                Professional          <NA>
## 1430                                                    Doctoral         0-49 
## 1431                                                  Masterâ\200\231s   1000-9,999 
## 1432                                                  Masterâ\200\231s     > 10,000 
## 1433                                                  Masterâ\200\231s   1000-9,999 
## 1434                                                  Masterâ\200\231s         0-49 
## 1435                                       I prefer not to answer         <NA>
## 1436                                                  Masterâ\200\231s     > 10,000 
## 1437                                                    Doctoral       50-249 
## 1438                                                  Masterâ\200\231s          <NA>
## 1439                                                Bachelorâ\200\231s          <NA>
## 1440                                                  Masterâ\200\231s     > 10,000 
## 1441                                                  Masterâ\200\231s          <NA>
## 1442                                                  Masterâ\200\231s       50-249 
## 1443                                                Bachelorâ\200\231s       50-249 
## 1444                                                Bachelorâ\200\231s     > 10,000 
## 1445                                                Bachelorâ\200\231s          <NA>
## 1446                                                Bachelorâ\200\231s          <NA>
## 1447                                                  Masterâ\200\231s   1000-9,999 
## 1448                                                Bachelorâ\200\231s      250-999 
## 1449                                                  Masterâ\200\231s     > 10,000 
## 1450                                                Bachelorâ\200\231s       50-249 
## 1451 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1452                                                  Masterâ\200\231s     > 10,000 
## 1453                                                    Doctoral     > 10,000 
## 1454                                                  Masterâ\200\231s     > 10,000 
## 1455                                                  Masterâ\200\231s   1000-9,999 
## 1456 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1457                                                  Masterâ\200\231s          <NA>
## 1458                                                Bachelorâ\200\231s         0-49 
## 1459                                                Bachelorâ\200\231s         0-49 
## 1460                                                Bachelorâ\200\231s   1000-9,999 
## 1461                                                Bachelorâ\200\231s       50-249 
## 1462 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 1463                                                  Masterâ\200\231s          <NA>
## 1464                                                    Doctoral     > 10,000 
## 1465                                                  Masterâ\200\231s       50-249 
## 1466                                                  Masterâ\200\231s   1000-9,999 
## 1467 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1468 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 1469                                                  Masterâ\200\231s   1000-9,999 
## 1470                                                Bachelorâ\200\231s      250-999 
## 1471                                                  Masterâ\200\231s     > 10,000 
## 1472                                                Bachelorâ\200\231s   1000-9,999 
## 1473                                                  Masterâ\200\231s         0-49 
## 1474                                                Bachelorâ\200\231s       50-249 
## 1475                                                Bachelorâ\200\231s         0-49 
## 1476                                                  Masterâ\200\231s     > 10,000 
## 1477                                                  Masterâ\200\231s          <NA>
## 1478                                                  Masterâ\200\231s      250-999 
## 1479                                                  Masterâ\200\231s       50-249 
## 1480                                                  Masterâ\200\231s     > 10,000 
## 1481                                                  Masterâ\200\231s   1000-9,999 
## 1482                                                  Masterâ\200\231s      250-999 
## 1483                                                    Doctoral   1000-9,999 
## 1484                                                  Masterâ\200\231s          <NA>
## 1485                                                Professional     > 10,000 
## 1486                                                  Masterâ\200\231s       50-249 
## 1487                                                Bachelorâ\200\231s         0-49 
## 1488                                                Bachelorâ\200\231s          <NA>
## 1489                                                  Masterâ\200\231s       50-249 
## 1490                                                    Doctoral   1000-9,999 
## 1491                                                  Masterâ\200\231s          <NA>
## 1492                                                Bachelorâ\200\231s       50-249 
## 1493                                                  Masterâ\200\231s      250-999 
## 1494                                                  Masterâ\200\231s     > 10,000 
## 1495                                                Bachelorâ\200\231s         0-49 
## 1496                                                  Masterâ\200\231s          <NA>
## 1497                                                  Masterâ\200\231s          <NA>
## 1498                                                  Masterâ\200\231s          <NA>
## 1499                                                    Doctoral   1000-9,999 
## 1500                                                  Masterâ\200\231s          <NA>
## 1501                                                Bachelorâ\200\231s          <NA>
## 1502                                                  Masterâ\200\231s      250-999 
## 1503                                                    Doctoral      250-999 
## 1504                                                Professional         0-49 
## 1505                                                Bachelorâ\200\231s          <NA>
## 1506                                                  Masterâ\200\231s      250-999 
## 1507                                                  Masterâ\200\231s     > 10,000 
## 1508                                                  Masterâ\200\231s       50-249 
## 1509                                                    Doctoral       50-249 
## 1510                                                    Doctoral   1000-9,999 
## 1511                                                Bachelorâ\200\231s     > 10,000 
## 1512 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1513                                                Bachelorâ\200\231s         0-49 
## 1514                                                    Doctoral         0-49 
## 1515                                                    Doctoral         0-49 
## 1516                                                Bachelorâ\200\231s         0-49 
## 1517                                                    Doctoral      250-999 
## 1518                                                Bachelorâ\200\231s         0-49 
## 1519                                                  Masterâ\200\231s       50-249 
## 1520                                                Bachelorâ\200\231s       50-249 
## 1521                                                  Masterâ\200\231s         0-49 
## 1522                                                    Doctoral     > 10,000 
## 1523                                                    Doctoral   1000-9,999 
## 1524                                                  Masterâ\200\231s     > 10,000 
## 1525                                                  Masterâ\200\231s     > 10,000 
## 1526                                                Bachelorâ\200\231s      250-999 
## 1527                                                  Masterâ\200\231s     > 10,000 
## 1528                                                  Masterâ\200\231s     > 10,000 
## 1529                                                Bachelorâ\200\231s          <NA>
## 1530                                                Bachelorâ\200\231s      250-999 
## 1531                                                Bachelorâ\200\231s      250-999 
## 1532                                                  Masterâ\200\231s         0-49 
## 1533                                                    Doctoral   1000-9,999 
## 1534                                                  Masterâ\200\231s       50-249 
## 1535                                                  Masterâ\200\231s     > 10,000 
## 1536                                                Bachelorâ\200\231s       50-249 
## 1537 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 1538                                                Bachelorâ\200\231s          <NA>
## 1539                                                    Doctoral   1000-9,999 
## 1540                                                Bachelorâ\200\231s      250-999 
## 1541                         No formal education past high school  1000-9,999 
## 1542                                                  Masterâ\200\231s       50-249 
## 1543                                                Bachelorâ\200\231s   1000-9,999 
## 1544                                                  Masterâ\200\231s   1000-9,999 
## 1545                                                    Doctoral     > 10,000 
## 1546                                                  Masterâ\200\231s          <NA>
## 1547                                                  Masterâ\200\231s         0-49 
## 1548                                                  Masterâ\200\231s   1000-9,999 
## 1549                                                Bachelorâ\200\231s          <NA>
## 1550                                                  Masterâ\200\231s      250-999 
## 1551                                                  Masterâ\200\231s      250-999 
## 1552                                                  Masterâ\200\231s          <NA>
## 1553                                                Bachelorâ\200\231s          <NA>
## 1554                                                  Masterâ\200\231s          <NA>
## 1555                                                  Masterâ\200\231s         0-49 
## 1556                                                    Doctoral       50-249 
## 1557                                                Bachelorâ\200\231s   1000-9,999 
## 1558                                                  Masterâ\200\231s   1000-9,999 
## 1559                                                  Masterâ\200\231s     > 10,000 
## 1560                                                  Masterâ\200\231s     > 10,000 
## 1561                                                  Masterâ\200\231s      250-999 
## 1562 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1563                                                    Doctoral     > 10,000 
## 1564                                                  Masterâ\200\231s     > 10,000 
## 1565                                                Bachelorâ\200\231s   1000-9,999 
## 1566                                                  Masterâ\200\231s          <NA>
## 1567                                                  Masterâ\200\231s   1000-9,999 
## 1568                                                    Doctoral          <NA>
## 1569                                                  Masterâ\200\231s       50-249 
## 1570                                                Bachelorâ\200\231s   1000-9,999 
## 1571                                                    Doctoral         0-49 
## 1572                                                  Masterâ\200\231s         0-49 
## 1573                                                    Doctoral         0-49 
## 1574                                                Professional         0-49 
## 1575                                                Professional      250-999 
## 1576                                                Bachelorâ\200\231s       50-249 
## 1577                                                    Doctoral   1000-9,999 
## 1578                                                  Masterâ\200\231s          <NA>
## 1579                                       I prefer not to answer    > 10,000 
## 1580 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1581                                                  Masterâ\200\231s   1000-9,999 
## 1582                                                  Masterâ\200\231s      250-999 
## 1583                                                  Masterâ\200\231s   1000-9,999 
## 1584                                                    Doctoral     > 10,000 
## 1585                                                  Masterâ\200\231s       50-249 
## 1586                                                  Masterâ\200\231s         0-49 
## 1587                                                  Masterâ\200\231s     > 10,000 
## 1588                                                Bachelorâ\200\231s          <NA>
## 1589                                                  Masterâ\200\231s       50-249 
## 1590                                                Bachelorâ\200\231s   1000-9,999 
## 1591                                                  Masterâ\200\231s          <NA>
## 1592                                                  Masterâ\200\231s         0-49 
## 1593                                       I prefer not to answer        0-49 
## 1594                                                  Masterâ\200\231s          <NA>
## 1595                                                Bachelorâ\200\231s         0-49 
## 1596                                                    Doctoral   1000-9,999 
## 1597                                                    Doctoral     > 10,000 
## 1598                                                Bachelorâ\200\231s          <NA>
## 1599                                                  Masterâ\200\231s         0-49 
## 1600                                                Bachelorâ\200\231s          <NA>
## 1601                                                  Masterâ\200\231s     > 10,000 
## 1602                                                    Doctoral       50-249 
## 1603                         No formal education past high school     250-999 
## 1604                                                    Doctoral          <NA>
## 1605                                                Professional          <NA>
## 1606                                                  Masterâ\200\231s          <NA>
## 1607                                                Professional   1000-9,999 
## 1608                                                Bachelorâ\200\231s     > 10,000 
## 1609                                                    Doctoral     > 10,000 
## 1610                                                  Masterâ\200\231s          <NA>
## 1611                                                  Masterâ\200\231s   1000-9,999 
## 1612 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1613                                       I prefer not to answer        0-49 
## 1614                                                  Masterâ\200\231s         0-49 
## 1615 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 1616                                                Professional      250-999 
## 1617                                                Bachelorâ\200\231s          <NA>
## 1618                                                  Masterâ\200\231s   1000-9,999 
## 1619                                                    Doctoral     > 10,000 
## 1620                                                  Masterâ\200\231s         0-49 
## 1621                                                    Doctoral      250-999 
## 1622                                                    Doctoral       50-249 
## 1623                                                  Masterâ\200\231s     > 10,000 
## 1624                                                Bachelorâ\200\231s       50-249 
## 1625                                                    Doctoral      250-999 
## 1626                                                    Doctoral         0-49 
## 1627                                                  Masterâ\200\231s     > 10,000 
## 1628                                                    Doctoral     > 10,000 
## 1629                                                  Masterâ\200\231s     > 10,000 
## 1630                                                Bachelorâ\200\231s      250-999 
## 1631                                                  Masterâ\200\231s      250-999 
## 1632                                                  Masterâ\200\231s       50-249 
## 1633                                                  Masterâ\200\231s     > 10,000 
## 1634                                                  Masterâ\200\231s       50-249 
## 1635                                                  Masterâ\200\231s          <NA>
## 1636                                                  Masterâ\200\231s     > 10,000 
## 1637                                                  Masterâ\200\231s         0-49 
## 1638                                                Bachelorâ\200\231s         0-49 
## 1639                                                Bachelorâ\200\231s     > 10,000 
## 1640                                                    Doctoral   1000-9,999 
## 1641                                                Bachelorâ\200\231s          <NA>
## 1642                                                  Masterâ\200\231s     > 10,000 
## 1643                                                  Masterâ\200\231s     > 10,000 
## 1644                                                Bachelorâ\200\231s       50-249 
## 1645                                                  Masterâ\200\231s      250-999 
## 1646                                                Bachelorâ\200\231s     > 10,000 
## 1647                                                  Masterâ\200\231s          <NA>
## 1648                                                  Masterâ\200\231s         0-49 
## 1649                                                    Doctoral         0-49 
## 1650                                                  Masterâ\200\231s          <NA>
## 1651                                                Bachelorâ\200\231s          <NA>
## 1652                                                  Masterâ\200\231s       50-249 
## 1653                                                  Masterâ\200\231s     > 10,000 
## 1654                                                Bachelorâ\200\231s          <NA>
## 1655 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1656                                                  Masterâ\200\231s   1000-9,999 
## 1657                                                Bachelorâ\200\231s      250-999 
## 1658                                                  Masterâ\200\231s       50-249 
## 1659                                                  Masterâ\200\231s   1000-9,999 
## 1660                                                  Masterâ\200\231s         0-49 
## 1661                                                    Doctoral         0-49 
## 1662                                                  Masterâ\200\231s          <NA>
## 1663                                                    Doctoral         0-49 
## 1664                                                Bachelorâ\200\231s         0-49 
## 1665                                                Bachelorâ\200\231s       50-249 
## 1666                                                  Masterâ\200\231s     > 10,000 
## 1667                                                Bachelorâ\200\231s         0-49 
## 1668                                                  Masterâ\200\231s         0-49 
## 1669                                                  Masterâ\200\231s         0-49 
## 1670                                                Bachelorâ\200\231s         0-49 
## 1671                                                  Masterâ\200\231s     > 10,000 
## 1672 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1673                                                Bachelorâ\200\231s     > 10,000 
## 1674                                                Bachelorâ\200\231s         0-49 
## 1675                                                    Doctoral         0-49 
## 1676                                                    Doctoral          <NA>
## 1677                                                  Masterâ\200\231s         0-49 
## 1678                                                  Masterâ\200\231s     > 10,000 
## 1679                                                Bachelorâ\200\231s       50-249 
## 1680                                                Professional   1000-9,999 
## 1681                                                  Masterâ\200\231s     > 10,000 
## 1682                                                    Doctoral      250-999 
## 1683                                                    Doctoral     > 10,000 
## 1684                                                    Doctoral          <NA>
## 1685                                                  Masterâ\200\231s      250-999 
## 1686                                                Bachelorâ\200\231s          <NA>
## 1687                                                  Masterâ\200\231s          <NA>
## 1688                                                Bachelorâ\200\231s         0-49 
## 1689                                                  Masterâ\200\231s     > 10,000 
## 1690                                                  Masterâ\200\231s         0-49 
## 1691                                                Bachelorâ\200\231s     > 10,000 
## 1692                                                  Masterâ\200\231s       50-249 
## 1693                                                Bachelorâ\200\231s          <NA>
## 1694                         No formal education past high school         <NA>
## 1695 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1696                                                  Masterâ\200\231s         0-49 
## 1697 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 1698                                                    Doctoral       50-249 
## 1699                                                  Masterâ\200\231s         0-49 
## 1700                                                Bachelorâ\200\231s      250-999 
## 1701                                                Bachelorâ\200\231s         0-49 
## 1702                         No formal education past high school         <NA>
## 1703                                                    Doctoral   1000-9,999 
## 1704                                                  Masterâ\200\231s      250-999 
## 1705                                                Professional         0-49 
## 1706                                                Bachelorâ\200\231s      250-999 
## 1707                                                Bachelorâ\200\231s         0-49 
## 1708                                                  Masterâ\200\231s     > 10,000 
## 1709                                                Bachelorâ\200\231s         0-49 
## 1710                                                  Masterâ\200\231s          <NA>
## 1711                                                  Masterâ\200\231s          <NA>
## 1712                                                Bachelorâ\200\231s       50-249 
## 1713                                                    Doctoral       50-249 
## 1714                                                  Masterâ\200\231s         0-49 
## 1715                                                Professional     > 10,000 
## 1716                                                    Doctoral     > 10,000 
## 1717                                                  Masterâ\200\231s     > 10,000 
## 1718                                                  Masterâ\200\231s         0-49 
## 1719                                                Bachelorâ\200\231s          <NA>
## 1720                                                  Masterâ\200\231s      250-999 
## 1721                                                Bachelorâ\200\231s   1000-9,999 
## 1722                                                  Masterâ\200\231s         0-49 
## 1723                                                  Masterâ\200\231s         0-49 
## 1724 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1725                                                Bachelorâ\200\231s          <NA>
## 1726                                                    Doctoral     > 10,000 
## 1727                                                Professional     > 10,000 
## 1728                                                Bachelorâ\200\231s     > 10,000 
## 1729                                                Bachelorâ\200\231s          <NA>
## 1730 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1731                                                  Masterâ\200\231s     > 10,000 
## 1732                                                    Doctoral         0-49 
## 1733                                                  Masterâ\200\231s     > 10,000 
## 1734 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1735 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1736                                                    Doctoral   1000-9,999 
## 1737 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 1738                                                    Doctoral         0-49 
## 1739                                                    Doctoral   1000-9,999 
## 1740                                                  Masterâ\200\231s         0-49 
## 1741                                                Bachelorâ\200\231s          <NA>
## 1742                                                Bachelorâ\200\231s          <NA>
## 1743                                                Bachelorâ\200\231s          <NA>
## 1744                                                    Doctoral     > 10,000 
## 1745                                                  Masterâ\200\231s     > 10,000 
## 1746                                                    Doctoral       50-249 
## 1747                                                  Masterâ\200\231s          <NA>
## 1748                                                  Masterâ\200\231s     > 10,000 
## 1749                                                  Masterâ\200\231s     > 10,000 
## 1750                                                  Masterâ\200\231s         0-49 
## 1751                                                  Masterâ\200\231s          <NA>
## 1752                                                  Masterâ\200\231s       50-249 
## 1753                                                Bachelorâ\200\231s         0-49 
## 1754                                                  Masterâ\200\231s         0-49 
## 1755                                                  Masterâ\200\231s          <NA>
## 1756                                                Bachelorâ\200\231s          <NA>
## 1757                                                    Doctoral       50-249 
## 1758                                                  Masterâ\200\231s   1000-9,999 
## 1759                                                  Masterâ\200\231s         0-49 
## 1760                                                Bachelorâ\200\231s     > 10,000 
## 1761                                                  Masterâ\200\231s      250-999 
## 1762                                                Bachelorâ\200\231s         0-49 
## 1763                                                  Masterâ\200\231s   1000-9,999 
## 1764                                                Bachelorâ\200\231s         0-49 
## 1765                                                Bachelorâ\200\231s      250-999 
## 1766                         No formal education past high school  1000-9,999 
## 1767                                                Bachelorâ\200\231s          <NA>
## 1768                                                Bachelorâ\200\231s     > 10,000 
## 1769                                                  Masterâ\200\231s     > 10,000 
## 1770                                                  Masterâ\200\231s         0-49 
## 1771                                                  Masterâ\200\231s       50-249 
## 1772                                                  Masterâ\200\231s          <NA>
## 1773                                                    Doctoral          <NA>
## 1774                                                Bachelorâ\200\231s          <NA>
## 1775                                                    Doctoral     > 10,000 
## 1776                                                Bachelorâ\200\231s         0-49 
## 1777                                                Bachelorâ\200\231s      250-999 
## 1778                                                  Masterâ\200\231s         0-49 
## 1779                                                  Masterâ\200\231s   1000-9,999 
## 1780                                                Bachelorâ\200\231s      250-999 
## 1781                                                  Masterâ\200\231s          <NA>
## 1782                                                  Masterâ\200\231s         0-49 
## 1783                                                    Doctoral          <NA>
## 1784                         No formal education past high school        0-49 
## 1785                                                  Masterâ\200\231s      250-999 
## 1786                                                  Masterâ\200\231s     > 10,000 
## 1787                                                  Masterâ\200\231s   1000-9,999 
## 1788                                                  Masterâ\200\231s   1000-9,999 
## 1789                                                  Masterâ\200\231s         0-49 
## 1790                                                  Masterâ\200\231s      250-999 
## 1791                                                    Doctoral     > 10,000 
## 1792                                                  Masterâ\200\231s         0-49 
## 1793                                                Bachelorâ\200\231s     > 10,000 
## 1794                                                Bachelorâ\200\231s   1000-9,999 
## 1795                                                Bachelorâ\200\231s         0-49 
## 1796                                                Bachelorâ\200\231s     > 10,000 
## 1797                                                  Masterâ\200\231s   1000-9,999 
## 1798                                                Bachelorâ\200\231s       50-249 
## 1799                         No formal education past high school     250-999 
## 1800                                                Bachelorâ\200\231s          <NA>
## 1801                                                    Doctoral         0-49 
## 1802                                                  Masterâ\200\231s          <NA>
## 1803                                                Bachelorâ\200\231s     > 10,000 
## 1804                                                Bachelorâ\200\231s          <NA>
## 1805                                                    Doctoral       50-249 
## 1806                                                Bachelorâ\200\231s       50-249 
## 1807                                                  Masterâ\200\231s      250-999 
## 1808                                                    Doctoral          <NA>
## 1809                                                    Doctoral      250-999 
## 1810                                                    Doctoral          <NA>
## 1811                                                  Masterâ\200\231s      250-999 
## 1812                                                Bachelorâ\200\231s          <NA>
## 1813                                                Bachelorâ\200\231s     > 10,000 
## 1814                                                  Masterâ\200\231s      250-999 
## 1815                                                  Masterâ\200\231s          <NA>
## 1816                                                  Masterâ\200\231s          <NA>
## 1817                                                    Doctoral      250-999 
## 1818                                                Bachelorâ\200\231s   1000-9,999 
## 1819                                                    Doctoral      250-999 
## 1820                                                    Doctoral       50-249 
## 1821                                                Bachelorâ\200\231s          <NA>
## 1822                                                  Masterâ\200\231s         0-49 
## 1823                                                  Masterâ\200\231s   1000-9,999 
## 1824                                                  Masterâ\200\231s      250-999 
## 1825                                                  Masterâ\200\231s     > 10,000 
## 1826                                                  Masterâ\200\231s         0-49 
## 1827                                                  Masterâ\200\231s      250-999 
## 1828                                                  Masterâ\200\231s          <NA>
## 1829                                                  Masterâ\200\231s       50-249 
## 1830                                                    Doctoral     > 10,000 
## 1831                                                  Masterâ\200\231s     > 10,000 
## 1832                                                    Doctoral       50-249 
## 1833                                                Bachelorâ\200\231s       50-249 
## 1834                                                Bachelorâ\200\231s   1000-9,999 
## 1835                                                    Doctoral          <NA>
## 1836                                                Bachelorâ\200\231s          <NA>
## 1837                                                  Masterâ\200\231s          <NA>
## 1838                                                Bachelorâ\200\231s         0-49 
## 1839                                                    Doctoral         0-49 
## 1840                                                  Masterâ\200\231s       50-249 
## 1841                                                    Doctoral          <NA>
## 1842                                                  Masterâ\200\231s         0-49 
## 1843                                                Professional         0-49 
## 1844                                                  Masterâ\200\231s          <NA>
## 1845                                                    Doctoral     > 10,000 
## 1846 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1847 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1848                                                  Masterâ\200\231s     > 10,000 
## 1849                                                    Doctoral          <NA>
## 1850                                                    Doctoral      250-999 
## 1851                                                Bachelorâ\200\231s       50-249 
## 1852                                       I prefer not to answer        0-49 
## 1853                                                Bachelorâ\200\231s     > 10,000 
## 1854                                                    Doctoral     > 10,000 
## 1855                                                  Masterâ\200\231s         0-49 
## 1856                                                Professional     > 10,000 
## 1857                                                Bachelorâ\200\231s     > 10,000 
## 1858                                                    Doctoral     > 10,000 
## 1859                                                  Masterâ\200\231s   1000-9,999 
## 1860                                                Bachelorâ\200\231s         0-49 
## 1861                                                    Doctoral         0-49 
## 1862                                                Bachelorâ\200\231s          <NA>
## 1863                                                Bachelorâ\200\231s          <NA>
## 1864                                                Professional      250-999 
## 1865                                                Bachelorâ\200\231s      250-999 
## 1866                                                  Masterâ\200\231s       50-249 
## 1867                                                    Doctoral         0-49 
## 1868                                                  Masterâ\200\231s   1000-9,999 
## 1869                                                Bachelorâ\200\231s   1000-9,999 
## 1870                                                  Masterâ\200\231s     > 10,000 
## 1871                                                Bachelorâ\200\231s   1000-9,999 
## 1872                                                  Masterâ\200\231s          <NA>
## 1873                                                Bachelorâ\200\231s          <NA>
## 1874                                                Bachelorâ\200\231s          <NA>
## 1875                                                    Doctoral   1000-9,999 
## 1876                                                    Doctoral      250-999 
## 1877                         No formal education past high school        0-49 
## 1878                                                  Masterâ\200\231s     > 10,000 
## 1879                                                Professional       50-249 
## 1880                                       I prefer not to answer  1000-9,999 
## 1881                                                Bachelorâ\200\231s         0-49 
## 1882                                                  Masterâ\200\231s     > 10,000 
## 1883                                                  Masterâ\200\231s      250-999 
## 1884                                                  Masterâ\200\231s          <NA>
## 1885                                                Bachelorâ\200\231s   1000-9,999 
## 1886                                                  Masterâ\200\231s       50-249 
## 1887                                                Bachelorâ\200\231s         0-49 
## 1888                                                Bachelorâ\200\231s     > 10,000 
## 1889                                                  Masterâ\200\231s          <NA>
## 1890 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1891                                                  Masterâ\200\231s   1000-9,999 
## 1892                                                    Doctoral         0-49 
## 1893                                                  Masterâ\200\231s   1000-9,999 
## 1894                                                  Masterâ\200\231s         0-49 
## 1895                                                  Masterâ\200\231s          <NA>
## 1896                                                  Masterâ\200\231s         0-49 
## 1897                                                Bachelorâ\200\231s          <NA>
## 1898                                                    Doctoral         0-49 
## 1899                                                    Doctoral         0-49 
## 1900                                                Bachelorâ\200\231s          <NA>
## 1901                                                  Masterâ\200\231s       50-249 
## 1902                                                  Masterâ\200\231s   1000-9,999 
## 1903                                                  Masterâ\200\231s   1000-9,999 
## 1904                                                    Doctoral     > 10,000 
## 1905                                                Bachelorâ\200\231s         0-49 
## 1906                                                  Masterâ\200\231s   1000-9,999 
## 1907                                                  Masterâ\200\231s     > 10,000 
## 1908                                                  Masterâ\200\231s       50-249 
## 1909                                                Bachelorâ\200\231s       50-249 
## 1910                                                  Masterâ\200\231s     > 10,000 
## 1911                                                Bachelorâ\200\231s          <NA>
## 1912 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1913                                                  Masterâ\200\231s      250-999 
## 1914                                                  Masterâ\200\231s   1000-9,999 
## 1915                                                  Masterâ\200\231s       50-249 
## 1916                                                Bachelorâ\200\231s     > 10,000 
## 1917                                                    Doctoral   1000-9,999 
## 1918                                                  Masterâ\200\231s   1000-9,999 
## 1919                                                Bachelorâ\200\231s          <NA>
## 1920                                                  Masterâ\200\231s     > 10,000 
## 1921                                                    Doctoral         0-49 
## 1922                                                Bachelorâ\200\231s         0-49 
## 1923                                                Bachelorâ\200\231s     > 10,000 
## 1924                                                Professional       50-249 
## 1925                                                    Doctoral   1000-9,999 
## 1926                                                Bachelorâ\200\231s          <NA>
## 1927                                                  Masterâ\200\231s       50-249 
## 1928                                                  Masterâ\200\231s          <NA>
## 1929                                                Bachelorâ\200\231s     > 10,000 
## 1930                                                Bachelorâ\200\231s          <NA>
## 1931                                                Professional     > 10,000 
## 1932 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1933                                                  Masterâ\200\231s       50-249 
## 1934                                                Bachelorâ\200\231s     > 10,000 
## 1935                                                    Doctoral      250-999 
## 1936                                                  Masterâ\200\231s   1000-9,999 
## 1937                                                  Masterâ\200\231s   1000-9,999 
## 1938                                                Bachelorâ\200\231s         0-49 
## 1939                                                  Masterâ\200\231s   1000-9,999 
## 1940                                                  Masterâ\200\231s     > 10,000 
## 1941                                                Bachelorâ\200\231s         0-49 
## 1942                                                  Masterâ\200\231s       50-249 
## 1943                                                Professional          <NA>
## 1944                                                  Masterâ\200\231s   1000-9,999 
## 1945                                                  Masterâ\200\231s          <NA>
## 1946                                                    Doctoral     > 10,000 
## 1947                                                  Masterâ\200\231s   1000-9,999 
## 1948                                                  Masterâ\200\231s     > 10,000 
## 1949                                                  Masterâ\200\231s         0-49 
## 1950                                                Bachelorâ\200\231s         0-49 
## 1951                                                  Masterâ\200\231s       50-249 
## 1952                                                  Masterâ\200\231s   1000-9,999 
## 1953                                                    Doctoral         0-49 
## 1954                                                Bachelorâ\200\231s         0-49 
## 1955                                                    Doctoral         0-49 
## 1956                                                Bachelorâ\200\231s       50-249 
## 1957                                                Bachelorâ\200\231s       50-249 
## 1958                                                    Doctoral         0-49 
## 1959                                                    Doctoral      250-999 
## 1960                                                    Doctoral          <NA>
## 1961                                                Bachelorâ\200\231s      250-999 
## 1962                                                Bachelorâ\200\231s   1000-9,999 
## 1963                                                  Masterâ\200\231s         0-49 
## 1964                                                  Masterâ\200\231s      250-999 
## 1965                                                Bachelorâ\200\231s         0-49 
## 1966                                                    Doctoral         0-49 
## 1967                                                    Doctoral          <NA>
## 1968                                                  Masterâ\200\231s   1000-9,999 
## 1969                                                  Masterâ\200\231s          <NA>
## 1970                                                  Masterâ\200\231s     > 10,000 
## 1971                                                Bachelorâ\200\231s         0-49 
## 1972                                                Bachelorâ\200\231s         0-49 
## 1973                                                  Masterâ\200\231s          <NA>
## 1974                                                Bachelorâ\200\231s   1000-9,999 
## 1975                                                Professional         0-49 
## 1976                                                  Masterâ\200\231s      250-999 
## 1977                                                  Masterâ\200\231s     > 10,000 
## 1978                                                  Masterâ\200\231s          <NA>
## 1979                                                  Masterâ\200\231s          <NA>
## 1980                                                    Doctoral          <NA>
## 1981                                                Bachelorâ\200\231s     > 10,000 
## 1982                                                  Masterâ\200\231s          <NA>
## 1983                                                    Doctoral          <NA>
## 1984 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 1985                                                Bachelorâ\200\231s         0-49 
## 1986                                                  Masterâ\200\231s      250-999 
## 1987                                                  Masterâ\200\231s       50-249 
## 1988                                                Bachelorâ\200\231s   1000-9,999 
## 1989                                                  Masterâ\200\231s         0-49 
## 1990                                                    Doctoral     > 10,000 
## 1991                                                Bachelorâ\200\231s          <NA>
## 1992                                                  Masterâ\200\231s     > 10,000 
## 1993                                                  Masterâ\200\231s   1000-9,999 
## 1994                                                  Masterâ\200\231s      250-999 
## 1995                                                Bachelorâ\200\231s      250-999 
## 1996                                                  Masterâ\200\231s          <NA>
## 1997                                                Bachelorâ\200\231s         0-49 
## 1998                                                  Masterâ\200\231s   1000-9,999 
## 1999                                                Bachelorâ\200\231s       50-249 
## 2000                                                  Masterâ\200\231s         0-49 
## 2001                                                  Masterâ\200\231s     > 10,000 
## 2002 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 2003                                                    Doctoral       50-249 
## 2004                                                    Doctoral         0-49 
## 2005                                                  Masterâ\200\231s   1000-9,999 
## 2006                                                Bachelorâ\200\231s      250-999 
## 2007 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2008                                                Bachelorâ\200\231s         0-49 
## 2009                                                Bachelorâ\200\231s          <NA>
## 2010 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2011 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2012                                                  Masterâ\200\231s          <NA>
## 2013                                                    Doctoral     > 10,000 
## 2014                                                  Masterâ\200\231s          <NA>
## 2015                                                Professional         0-49 
## 2016                                                  Masterâ\200\231s   1000-9,999 
## 2017                                                    Doctoral   1000-9,999 
## 2018                                                  Masterâ\200\231s     > 10,000 
## 2019                                                Bachelorâ\200\231s   1000-9,999 
## 2020                                                    Doctoral      250-999 
## 2021                                                  Masterâ\200\231s         0-49 
## 2022                                                  Masterâ\200\231s     > 10,000 
## 2023                                                  Masterâ\200\231s          <NA>
## 2024                                                  Masterâ\200\231s      250-999 
## 2025                                                  Masterâ\200\231s     > 10,000 
## 2026                                                Bachelorâ\200\231s         0-49 
## 2027 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2028                                                  Masterâ\200\231s         0-49 
## 2029                                                    Doctoral          <NA>
## 2030                                                    Doctoral   1000-9,999 
## 2031                                                Bachelorâ\200\231s     > 10,000 
## 2032                                                Bachelorâ\200\231s          <NA>
## 2033                                                Bachelorâ\200\231s         0-49 
## 2034                                                  Masterâ\200\231s          <NA>
## 2035                                                  Masterâ\200\231s     > 10,000 
## 2036                                                  Masterâ\200\231s         0-49 
## 2037                                                  Masterâ\200\231s          <NA>
## 2038                         No formal education past high school      50-249 
## 2039                                                  Masterâ\200\231s     > 10,000 
## 2040                                                  Masterâ\200\231s         0-49 
## 2041                                                Bachelorâ\200\231s     > 10,000 
## 2042 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2043                                                Professional       50-249 
## 2044                                                  Masterâ\200\231s         0-49 
## 2045                                                Bachelorâ\200\231s     > 10,000 
## 2046                                                Bachelorâ\200\231s         0-49 
## 2047                                                  Masterâ\200\231s         0-49 
## 2048 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2049                                                Bachelorâ\200\231s          <NA>
## 2050                                                Bachelorâ\200\231s          <NA>
## 2051                                                  Masterâ\200\231s         0-49 
## 2052                                                  Masterâ\200\231s          <NA>
## 2053                                                  Masterâ\200\231s     > 10,000 
## 2054                                                  Masterâ\200\231s      250-999 
## 2055                                                  Masterâ\200\231s         0-49 
## 2056                                                    Doctoral     > 10,000 
## 2057                                                    Doctoral      250-999 
## 2058                                                Professional         0-49 
## 2059                                                Bachelorâ\200\231s      250-999 
## 2060                                                    Doctoral          <NA>
## 2061                                                  Masterâ\200\231s          <NA>
## 2062                                                Professional   1000-9,999 
## 2063                                                    Doctoral   1000-9,999 
## 2064                                                  Masterâ\200\231s          <NA>
## 2065                                                  Masterâ\200\231s      250-999 
## 2066                                                  Masterâ\200\231s   1000-9,999 
## 2067                                                  Masterâ\200\231s      250-999 
## 2068                                                  Masterâ\200\231s      250-999 
## 2069                                                  Masterâ\200\231s          <NA>
## 2070                                                    Doctoral   1000-9,999 
## 2071                                                  Masterâ\200\231s   1000-9,999 
## 2072                                                    Doctoral      250-999 
## 2073                                                    Doctoral         0-49 
## 2074 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 2075                                                    Doctoral         0-49 
## 2076                                                    Doctoral   1000-9,999 
## 2077                                                Bachelorâ\200\231s       50-249 
## 2078                                                  Masterâ\200\231s         0-49 
## 2079                                                  Masterâ\200\231s         0-49 
## 2080                                                  Masterâ\200\231s   1000-9,999 
## 2081                                                Bachelorâ\200\231s          <NA>
## 2082                                                Bachelorâ\200\231s   1000-9,999 
## 2083 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 2084                                                Bachelorâ\200\231s   1000-9,999 
## 2085                                                  Masterâ\200\231s   1000-9,999 
## 2086                                                    Doctoral     > 10,000 
## 2087                                                    Doctoral   1000-9,999 
## 2088                                                  Masterâ\200\231s         0-49 
## 2089                                                Bachelorâ\200\231s         0-49 
## 2090                                                  Masterâ\200\231s         0-49 
## 2091                                                    Doctoral       50-249 
## 2092                                                  Masterâ\200\231s   1000-9,999 
## 2093                                                  Masterâ\200\231s          <NA>
## 2094                                                  Masterâ\200\231s         0-49 
## 2095                                                  Masterâ\200\231s          <NA>
## 2096                                                    Doctoral      250-999 
## 2097                                                  Masterâ\200\231s          <NA>
## 2098                                                Bachelorâ\200\231s   1000-9,999 
## 2099                                                Bachelorâ\200\231s     > 10,000 
## 2100                                                    Doctoral         0-49 
## 2101                                                  Masterâ\200\231s   1000-9,999 
## 2102                                                Bachelorâ\200\231s          <NA>
## 2103                                                Bachelorâ\200\231s       50-249 
## 2104                                                  Masterâ\200\231s         0-49 
## 2105                                                  Masterâ\200\231s       50-249 
## 2106                                                Bachelorâ\200\231s       50-249 
## 2107                                                Bachelorâ\200\231s       50-249 
## 2108                                                Bachelorâ\200\231s         0-49 
## 2109                                                  Masterâ\200\231s         0-49 
## 2110                                                  Masterâ\200\231s   1000-9,999 
## 2111                                                  Masterâ\200\231s   1000-9,999 
## 2112                                                Bachelorâ\200\231s          <NA>
## 2113                                                Bachelorâ\200\231s     > 10,000 
## 2114                                                  Masterâ\200\231s      250-999 
## 2115                                                  Masterâ\200\231s     > 10,000 
## 2116                                                  Masterâ\200\231s          <NA>
## 2117                                                    Doctoral          <NA>
## 2118                                                Bachelorâ\200\231s          <NA>
## 2119                                                  Masterâ\200\231s      250-999 
## 2120                                                Bachelorâ\200\231s     > 10,000 
## 2121                                                Bachelorâ\200\231s         0-49 
## 2122                                                Bachelorâ\200\231s          <NA>
## 2123                                                    Doctoral         0-49 
## 2124                                                  Masterâ\200\231s     > 10,000 
## 2125                                                    Doctoral          <NA>
## 2126                                                Bachelorâ\200\231s         0-49 
## 2127                                       I prefer not to answer        0-49 
## 2128                                                Bachelorâ\200\231s     > 10,000 
## 2129                                                Bachelorâ\200\231s      250-999 
## 2130                                                  Masterâ\200\231s          <NA>
## 2131                                                Bachelorâ\200\231s          <NA>
## 2132                                                  Masterâ\200\231s     > 10,000 
## 2133                                                  Masterâ\200\231s     > 10,000 
## 2134                                                Bachelorâ\200\231s          <NA>
## 2135                                                Bachelorâ\200\231s         0-49 
## 2136                                                  Masterâ\200\231s   1000-9,999 
## 2137                                                Bachelorâ\200\231s         0-49 
## 2138                                                    Doctoral         0-49 
## 2139                                                  Masterâ\200\231s          <NA>
## 2140                                                    Doctoral         0-49 
## 2141                                                Bachelorâ\200\231s         0-49 
## 2142                                                Bachelorâ\200\231s          <NA>
## 2143                                                  Masterâ\200\231s         0-49 
## 2144                                                Bachelorâ\200\231s         0-49 
## 2145                                                Bachelorâ\200\231s          <NA>
## 2146                                                Bachelorâ\200\231s         0-49 
## 2147                                                  Masterâ\200\231s     > 10,000 
## 2148                                                  Masterâ\200\231s      250-999 
## 2149                                                    Doctoral       50-249 
## 2150                                                  Masterâ\200\231s          <NA>
## 2151                                                Bachelorâ\200\231s       50-249 
## 2152                                                  Masterâ\200\231s   1000-9,999 
## 2153                                                  Masterâ\200\231s   1000-9,999 
## 2154                                                Professional          <NA>
## 2155                                                Bachelorâ\200\231s       50-249 
## 2156                                                Bachelorâ\200\231s          <NA>
## 2157                                                  Masterâ\200\231s          <NA>
## 2158                                                  Masterâ\200\231s     > 10,000 
## 2159                                                Bachelorâ\200\231s       50-249 
## 2160                                                  Masterâ\200\231s      250-999 
## 2161                                                Bachelorâ\200\231s     > 10,000 
## 2162                                                Bachelorâ\200\231s     > 10,000 
## 2163                                                  Masterâ\200\231s         0-49 
## 2164                                                    Doctoral         0-49 
## 2165                                                    Doctoral   1000-9,999 
## 2166                                                Bachelorâ\200\231s      250-999 
## 2167                                                    Doctoral       50-249 
## 2168                                                Bachelorâ\200\231s      250-999 
## 2169                                                Professional     > 10,000 
## 2170                                                  Masterâ\200\231s         0-49 
## 2171                                                    Doctoral          <NA>
## 2172                                                  Masterâ\200\231s      250-999 
## 2173                                                    Doctoral          <NA>
## 2174                                                    Doctoral          <NA>
## 2175                                                  Masterâ\200\231s         0-49 
## 2176 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2177                                                  Masterâ\200\231s     > 10,000 
## 2178 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2179 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 2180                                                  Masterâ\200\231s   1000-9,999 
## 2181                                                  Masterâ\200\231s   1000-9,999 
## 2182                                                  Masterâ\200\231s       50-249 
## 2183                                                  Masterâ\200\231s       50-249 
## 2184                                                  Masterâ\200\231s          <NA>
## 2185                                                  Masterâ\200\231s       50-249 
## 2186                                                Bachelorâ\200\231s      250-999 
## 2187                                                Bachelorâ\200\231s          <NA>
## 2188                                                  Masterâ\200\231s     > 10,000 
## 2189                                                    Doctoral       50-249 
## 2190                                                Bachelorâ\200\231s          <NA>
## 2191                                                  Masterâ\200\231s     > 10,000 
## 2192                                                  Masterâ\200\231s   1000-9,999 
## 2193                         No formal education past high school         <NA>
## 2194                                                Bachelorâ\200\231s   1000-9,999 
## 2195                                                Bachelorâ\200\231s       50-249 
## 2196                                                    Doctoral     > 10,000 
## 2197                                                  Masterâ\200\231s       50-249 
## 2198                                                  Masterâ\200\231s          <NA>
## 2199                                                  Masterâ\200\231s       50-249 
## 2200                                                  Masterâ\200\231s         0-49 
## 2201 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2202                                                    Doctoral   1000-9,999 
## 2203                                                    Doctoral      250-999 
## 2204                                                  Masterâ\200\231s         0-49 
## 2205                                                    Doctoral       50-249 
## 2206                                                  Masterâ\200\231s         0-49 
## 2207                                                  Masterâ\200\231s   1000-9,999 
## 2208                                                  Masterâ\200\231s     > 10,000 
## 2209                                                  Masterâ\200\231s      250-999 
## 2210                                                  Masterâ\200\231s       50-249 
## 2211                                                Bachelorâ\200\231s       50-249 
## 2212                                                  Masterâ\200\231s   1000-9,999 
## 2213                                                  Masterâ\200\231s   1000-9,999 
## 2214                                       I prefer not to answer        0-49 
## 2215                                                Professional          <NA>
## 2216                                                Bachelorâ\200\231s     > 10,000 
## 2217                                                  Masterâ\200\231s     > 10,000 
## 2218                                                  Masterâ\200\231s       50-249 
## 2219                                                Bachelorâ\200\231s         0-49 
## 2220                                                  Masterâ\200\231s         0-49 
## 2221                                                  Masterâ\200\231s       50-249 
## 2222                                                  Masterâ\200\231s   1000-9,999 
## 2223                                                Bachelorâ\200\231s       50-249 
## 2224                                                Bachelorâ\200\231s     > 10,000 
## 2225                                                  Masterâ\200\231s     > 10,000 
## 2226                                                  Masterâ\200\231s         0-49 
## 2227                                                    Doctoral   1000-9,999 
## 2228                                                  Masterâ\200\231s     > 10,000 
## 2229                                                    Doctoral       50-249 
## 2230                                                  Masterâ\200\231s         0-49 
## 2231                                                  Masterâ\200\231s      250-999 
## 2232                                                Bachelorâ\200\231s          <NA>
## 2233                                                Bachelorâ\200\231s         0-49 
## 2234                                                Bachelorâ\200\231s          <NA>
## 2235                                       I prefer not to answer         <NA>
## 2236                                                Professional         0-49 
## 2237                                                  Masterâ\200\231s         0-49 
## 2238                                                  Masterâ\200\231s   1000-9,999 
## 2239                                                Bachelorâ\200\231s          <NA>
## 2240                                                Bachelorâ\200\231s          <NA>
## 2241                                                  Masterâ\200\231s         0-49 
## 2242                                                  Masterâ\200\231s     > 10,000 
## 2243                                                  Masterâ\200\231s     > 10,000 
## 2244                                                  Masterâ\200\231s     > 10,000 
## 2245                                                  Masterâ\200\231s      250-999 
## 2246                                                Bachelorâ\200\231s         0-49 
## 2247                                                  Masterâ\200\231s     > 10,000 
## 2248                                                Bachelorâ\200\231s          <NA>
## 2249                                                  Masterâ\200\231s         0-49 
## 2250                                                    Doctoral          <NA>
## 2251                                                  Masterâ\200\231s          <NA>
## 2252                                                  Masterâ\200\231s       50-249 
## 2253                                                    Doctoral     > 10,000 
## 2254                                                  Masterâ\200\231s   1000-9,999 
## 2255                                                Bachelorâ\200\231s   1000-9,999 
## 2256                                                Bachelorâ\200\231s   1000-9,999 
## 2257                                                    Doctoral         0-49 
## 2258                                                  Masterâ\200\231s   1000-9,999 
## 2259                                                  Masterâ\200\231s   1000-9,999 
## 2260                                                Bachelorâ\200\231s          <NA>
## 2261                                                    Doctoral   1000-9,999 
## 2262                                                    Doctoral   1000-9,999 
## 2263                                                  Masterâ\200\231s       50-249 
## 2264                                                  Masterâ\200\231s          <NA>
## 2265                                                  Masterâ\200\231s       50-249 
## 2266                                                Bachelorâ\200\231s          <NA>
## 2267                                                Bachelorâ\200\231s      250-999 
## 2268                                                Bachelorâ\200\231s          <NA>
## 2269                                                Bachelorâ\200\231s         0-49 
## 2270                                                  Masterâ\200\231s         0-49 
## 2271                                                  Masterâ\200\231s     > 10,000 
## 2272                                                Bachelorâ\200\231s          <NA>
## 2273                                                Bachelorâ\200\231s          <NA>
## 2274 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 2275                                                Bachelorâ\200\231s         0-49 
## 2276                                                  Masterâ\200\231s         0-49 
## 2277                                                  Masterâ\200\231s     > 10,000 
## 2278                                                    Doctoral          <NA>
## 2279                                                Professional   1000-9,999 
## 2280 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 2281                                                  Masterâ\200\231s     > 10,000 
## 2282                                                  Masterâ\200\231s          <NA>
## 2283                                                  Masterâ\200\231s       50-249 
## 2284                                                Bachelorâ\200\231s          <NA>
## 2285                                                    Doctoral       50-249 
## 2286                                                Professional         0-49 
## 2287                                                  Masterâ\200\231s      250-999 
## 2288                                                Bachelorâ\200\231s      250-999 
## 2289                                                  Masterâ\200\231s     > 10,000 
## 2290                                                  Masterâ\200\231s      250-999 
## 2291                                                Bachelorâ\200\231s     > 10,000 
## 2292                                                    Doctoral     > 10,000 
## 2293                                                Bachelorâ\200\231s         0-49 
## 2294                                                Bachelorâ\200\231s       50-249 
## 2295                                                  Masterâ\200\231s   1000-9,999 
## 2296                                                    Doctoral       50-249 
## 2297                                                    Doctoral          <NA>
## 2298                                                  Masterâ\200\231s     > 10,000 
## 2299                                       I prefer not to answer        0-49 
## 2300                                                Professional       50-249 
## 2301                                                  Masterâ\200\231s         0-49 
## 2302                                                  Masterâ\200\231s      250-999 
## 2303                                                  Masterâ\200\231s     > 10,000 
## 2304                                                  Masterâ\200\231s         0-49 
## 2305                                                Bachelorâ\200\231s       50-249 
## 2306                                                Bachelorâ\200\231s     > 10,000 
## 2307                                                  Masterâ\200\231s     > 10,000 
## 2308                                                Bachelorâ\200\231s     > 10,000 
## 2309                                                  Masterâ\200\231s     > 10,000 
## 2310                                                  Masterâ\200\231s          <NA>
## 2311                                                  Masterâ\200\231s   1000-9,999 
## 2312                                                Bachelorâ\200\231s          <NA>
## 2313                                                Bachelorâ\200\231s   1000-9,999 
## 2314                                                Bachelorâ\200\231s      250-999 
## 2315                                                  Masterâ\200\231s     > 10,000 
## 2316                                       I prefer not to answer      50-249 
## 2317                                                Bachelorâ\200\231s       50-249 
## 2318                                                  Masterâ\200\231s         0-49 
## 2319                                                Bachelorâ\200\231s          <NA>
## 2320                                                Bachelorâ\200\231s          <NA>
## 2321                                                Bachelorâ\200\231s      250-999 
## 2322                                                  Masterâ\200\231s         0-49 
## 2323                                                  Masterâ\200\231s      250-999 
## 2324                                                  Masterâ\200\231s          <NA>
## 2325                                                  Masterâ\200\231s     > 10,000 
## 2326                                                Bachelorâ\200\231s   1000-9,999 
## 2327                                                Professional       50-249 
## 2328                                                Bachelorâ\200\231s       50-249 
## 2329                                                Bachelorâ\200\231s     > 10,000 
## 2330                                                Bachelorâ\200\231s          <NA>
## 2331                                                  Masterâ\200\231s   1000-9,999 
## 2332                                                    Doctoral       50-249 
## 2333                                                  Masterâ\200\231s   1000-9,999 
## 2334                                                  Masterâ\200\231s       50-249 
## 2335                                                  Masterâ\200\231s          <NA>
## 2336                                                  Masterâ\200\231s          <NA>
## 2337                                                Bachelorâ\200\231s       50-249 
## 2338                                                  Masterâ\200\231s     > 10,000 
## 2339                                                    Doctoral   1000-9,999 
## 2340 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 2341                                                    Doctoral     > 10,000 
## 2342                                                Bachelorâ\200\231s         0-49 
## 2343                                                Bachelorâ\200\231s     > 10,000 
## 2344                                                Bachelorâ\200\231s          <NA>
## 2345                                                Bachelorâ\200\231s          <NA>
## 2346                                                  Masterâ\200\231s          <NA>
## 2347                                                  Masterâ\200\231s          <NA>
## 2348                                                Bachelorâ\200\231s          <NA>
## 2349                                                  Masterâ\200\231s     > 10,000 
## 2350                                                Bachelorâ\200\231s          <NA>
## 2351                                                    Doctoral   1000-9,999 
## 2352                                                  Masterâ\200\231s      250-999 
## 2353                                                  Masterâ\200\231s         0-49 
## 2354                                                    Doctoral       50-249 
## 2355                                                  Masterâ\200\231s   1000-9,999 
## 2356                                                  Masterâ\200\231s     > 10,000 
## 2357                                                Bachelorâ\200\231s          <NA>
## 2358                                                  Masterâ\200\231s         0-49 
## 2359                                                    Doctoral     > 10,000 
## 2360                                                  Masterâ\200\231s       50-249 
## 2361                                                Bachelorâ\200\231s       50-249 
## 2362                                                Bachelorâ\200\231s     > 10,000 
## 2363                                                Bachelorâ\200\231s         0-49 
## 2364                                                Bachelorâ\200\231s         0-49 
## 2365                                                  Masterâ\200\231s          <NA>
## 2366                                                    Doctoral       50-249 
## 2367 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 2368                                                Bachelorâ\200\231s          <NA>
## 2369                                                Bachelorâ\200\231s      250-999 
## 2370                                                Bachelorâ\200\231s       50-249 
## 2371                                                    Doctoral     > 10,000 
## 2372                                                Bachelorâ\200\231s          <NA>
## 2373 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 2374                                                  Masterâ\200\231s       50-249 
## 2375                                                Bachelorâ\200\231s         0-49 
## 2376 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 2377                                                  Masterâ\200\231s         0-49 
## 2378                                                  Masterâ\200\231s       50-249 
## 2379                                                  Masterâ\200\231s   1000-9,999 
## 2380                                                  Masterâ\200\231s          <NA>
## 2381                                                    Doctoral         0-49 
## 2382                                                Bachelorâ\200\231s       50-249 
## 2383                                                  Masterâ\200\231s     > 10,000 
## 2384                                                    Doctoral         0-49 
## 2385                                                  Masterâ\200\231s       50-249 
## 2386                                                    Doctoral     > 10,000 
## 2387                                                Bachelorâ\200\231s   1000-9,999 
## 2388                                                  Masterâ\200\231s          <NA>
## 2389                                                  Masterâ\200\231s   1000-9,999 
## 2390                                                Bachelorâ\200\231s          <NA>
## 2391                                                  Masterâ\200\231s         0-49 
## 2392                                                Bachelorâ\200\231s     > 10,000 
## 2393                                                Bachelorâ\200\231s         0-49 
## 2394                                                Bachelorâ\200\231s   1000-9,999 
## 2395                                                Bachelorâ\200\231s   1000-9,999 
## 2396                                                  Masterâ\200\231s   1000-9,999 
## 2397                                                Bachelorâ\200\231s          <NA>
## 2398                                                    Doctoral         0-49 
## 2399                                                Bachelorâ\200\231s          <NA>
## 2400                                                Bachelorâ\200\231s          <NA>
## 2401                                                  Masterâ\200\231s     > 10,000 
## 2402                                                  Masterâ\200\231s     > 10,000 
## 2403                                                  Masterâ\200\231s          <NA>
## 2404                                                  Masterâ\200\231s     > 10,000 
## 2405                                                    Doctoral          <NA>
## 2406                                                Professional         0-49 
## 2407                                                    Doctoral      250-999 
## 2408                                                Bachelorâ\200\231s     > 10,000 
## 2409                                                    Doctoral          <NA>
## 2410                                                    Doctoral      250-999 
## 2411                                                Professional     > 10,000 
## 2412                                                  Masterâ\200\231s     > 10,000 
## 2413                                                Bachelorâ\200\231s         0-49 
## 2414                                                  Masterâ\200\231s         0-49 
## 2415                                                Bachelorâ\200\231s   1000-9,999 
## 2416                                                  Masterâ\200\231s     > 10,000 
## 2417 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 2418                                                  Masterâ\200\231s     > 10,000 
## 2419                                                  Masterâ\200\231s          <NA>
## 2420                                       I prefer not to answer         <NA>
## 2421                                                Bachelorâ\200\231s          <NA>
## 2422                                                Bachelorâ\200\231s          <NA>
## 2423                                                    Doctoral      250-999 
## 2424                                                Bachelorâ\200\231s   1000-9,999 
## 2425                                                    Doctoral         0-49 
## 2426                                                  Masterâ\200\231s          <NA>
## 2427                                                  Masterâ\200\231s      250-999 
## 2428                                                  Masterâ\200\231s          <NA>
## 2429                                                  Masterâ\200\231s     > 10,000 
## 2430                                                  Masterâ\200\231s   1000-9,999 
## 2431                                                Professional       50-249 
## 2432                                                Bachelorâ\200\231s          <NA>
## 2433                                                  Masterâ\200\231s         0-49 
## 2434                                                  Masterâ\200\231s          <NA>
## 2435                                                  Masterâ\200\231s   1000-9,999 
## 2436                                                  Masterâ\200\231s   1000-9,999 
## 2437                                                  Masterâ\200\231s   1000-9,999 
## 2438                                                Bachelorâ\200\231s         0-49 
## 2439                                                Bachelorâ\200\231s         0-49 
## 2440                                                    Doctoral   1000-9,999 
## 2441                                                Bachelorâ\200\231s          <NA>
## 2442                                                Bachelorâ\200\231s          <NA>
## 2443                                                Bachelorâ\200\231s     > 10,000 
## 2444                                                  Masterâ\200\231s      250-999 
## 2445                                                    Doctoral     > 10,000 
## 2446                                                  Masterâ\200\231s     > 10,000 
## 2447                                                Bachelorâ\200\231s          <NA>
## 2448                                                  Masterâ\200\231s   1000-9,999 
## 2449                                                  Masterâ\200\231s      250-999 
## 2450                                                  Masterâ\200\231s     > 10,000 
## 2451                                                  Masterâ\200\231s         0-49 
## 2452                                                    Doctoral   1000-9,999 
## 2453                                                Professional     > 10,000 
## 2454                                                Professional       50-249 
## 2455                                                  Masterâ\200\231s   1000-9,999 
## 2456                                                    Doctoral   1000-9,999 
## 2457                                                Bachelorâ\200\231s          <NA>
## 2458                                                  Masterâ\200\231s      250-999 
## 2459                                                Bachelorâ\200\231s     > 10,000 
## 2460                                                    Doctoral     > 10,000 
## 2461                                                    Doctoral   1000-9,999 
## 2462                                                  Masterâ\200\231s         0-49 
## 2463                                                  Masterâ\200\231s      250-999 
## 2464                                                  Masterâ\200\231s   1000-9,999 
## 2465                                                  Masterâ\200\231s      250-999 
## 2466                                                  Masterâ\200\231s   1000-9,999 
## 2467                                                Bachelorâ\200\231s          <NA>
## 2468                                                  Masterâ\200\231s     > 10,000 
## 2469                                                  Masterâ\200\231s      250-999 
## 2470                                                  Masterâ\200\231s          <NA>
## 2471                                                Bachelorâ\200\231s         0-49 
## 2472                                                Bachelorâ\200\231s          <NA>
## 2473                                                Bachelorâ\200\231s     > 10,000 
## 2474                                                    Doctoral         0-49 
## 2475                                                  Masterâ\200\231s          <NA>
## 2476                                                  Masterâ\200\231s         0-49 
## 2477                                                  Masterâ\200\231s     > 10,000 
## 2478                                                  Masterâ\200\231s          <NA>
## 2479                                                  Masterâ\200\231s   1000-9,999 
## 2480                                                  Masterâ\200\231s   1000-9,999 
## 2481 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2482                                                Bachelorâ\200\231s   1000-9,999 
## 2483                                                    Doctoral          <NA>
## 2484                                                  Masterâ\200\231s          <NA>
## 2485                                                Bachelorâ\200\231s          <NA>
## 2486                                                    Doctoral       50-249 
## 2487                                                Bachelorâ\200\231s         0-49 
## 2488                                                Bachelorâ\200\231s          <NA>
## 2489                                                Bachelorâ\200\231s         0-49 
## 2490                                                  Masterâ\200\231s      250-999 
## 2491                                                  Masterâ\200\231s         0-49 
## 2492                                                Bachelorâ\200\231s     > 10,000 
## 2493                                                  Masterâ\200\231s   1000-9,999 
## 2494                                                Bachelorâ\200\231s     > 10,000 
## 2495                                                  Masterâ\200\231s   1000-9,999 
## 2496                                                    Doctoral     > 10,000 
## 2497 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2498                                                Bachelorâ\200\231s      250-999 
## 2499                                                Bachelorâ\200\231s     > 10,000 
## 2500                                                Bachelorâ\200\231s          <NA>
## 2501                                                  Masterâ\200\231s         0-49 
## 2502                                                Bachelorâ\200\231s         0-49 
## 2503                                                Bachelorâ\200\231s          <NA>
## 2504                                                Bachelorâ\200\231s     > 10,000 
## 2505                                                Bachelorâ\200\231s     > 10,000 
## 2506                                                Bachelorâ\200\231s          <NA>
## 2507                                                    Doctoral   1000-9,999 
## 2508 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 2509                                                  Masterâ\200\231s      250-999 
## 2510                                                  Masterâ\200\231s     > 10,000 
## 2511                                                Bachelorâ\200\231s          <NA>
## 2512                                                Bachelorâ\200\231s       50-249 
## 2513                                                    Doctoral       50-249 
## 2514                                                  Masterâ\200\231s         0-49 
## 2515 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2516                                                  Masterâ\200\231s          <NA>
## 2517                                                Bachelorâ\200\231s      250-999 
## 2518                                                Bachelorâ\200\231s   1000-9,999 
## 2519                                                    Doctoral   1000-9,999 
## 2520                                                  Masterâ\200\231s          <NA>
## 2521                                                  Masterâ\200\231s         0-49 
## 2522                                                Bachelorâ\200\231s         0-49 
## 2523                                                Bachelorâ\200\231s     > 10,000 
## 2524                                                Bachelorâ\200\231s         0-49 
## 2525                                                  Masterâ\200\231s         0-49 
## 2526                                                  Masterâ\200\231s       50-249 
## 2527                                                  Masterâ\200\231s     > 10,000 
## 2528                                                    Doctoral         0-49 
## 2529                                                Bachelorâ\200\231s     > 10,000 
## 2530                                                    Doctoral     > 10,000 
## 2531                                                  Masterâ\200\231s       50-249 
## 2532                                                    Doctoral      250-999 
## 2533                                                    Doctoral     > 10,000 
## 2534                                                  Masterâ\200\231s       50-249 
## 2535                                                Bachelorâ\200\231s         0-49 
## 2536                                                  Masterâ\200\231s   1000-9,999 
## 2537                                                  Masterâ\200\231s     > 10,000 
## 2538                                                Bachelorâ\200\231s          <NA>
## 2539                                                Bachelorâ\200\231s          <NA>
## 2540                                                Bachelorâ\200\231s          <NA>
## 2541                                                  Masterâ\200\231s      250-999 
## 2542                                                  Masterâ\200\231s          <NA>
## 2543                                                Bachelorâ\200\231s          <NA>
## 2544                                                Bachelorâ\200\231s         0-49 
## 2545                                                  Masterâ\200\231s     > 10,000 
## 2546                                                Professional       50-249 
## 2547                                                  Masterâ\200\231s     > 10,000 
## 2548                                                  Masterâ\200\231s   1000-9,999 
## 2549                                                  Masterâ\200\231s          <NA>
## 2550                                                  Masterâ\200\231s     > 10,000 
## 2551                                                  Masterâ\200\231s     > 10,000 
## 2552                                                  Masterâ\200\231s   1000-9,999 
## 2553                                                Bachelorâ\200\231s     > 10,000 
## 2554                                                  Masterâ\200\231s      250-999 
## 2555                                                  Masterâ\200\231s       50-249 
## 2556                                                  Masterâ\200\231s     > 10,000 
## 2557                                                  Masterâ\200\231s         0-49 
## 2558                                                Bachelorâ\200\231s       50-249 
## 2559                                                    Doctoral       50-249 
## 2560                                                  Masterâ\200\231s         0-49 
## 2561                                                  Masterâ\200\231s         0-49 
## 2562 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2563                                                    Doctoral     > 10,000 
## 2564                                                    Doctoral         0-49 
## 2565                                                  Masterâ\200\231s          <NA>
## 2566                                                  Masterâ\200\231s      250-999 
## 2567                                                Bachelorâ\200\231s         0-49 
## 2568                                                Bachelorâ\200\231s      250-999 
## 2569                                                Bachelorâ\200\231s         0-49 
## 2570                                                  Masterâ\200\231s     > 10,000 
## 2571                                                  Masterâ\200\231s     > 10,000 
## 2572                                                  Masterâ\200\231s         0-49 
## 2573                                                Professional      250-999 
## 2574                         No formal education past high school        0-49 
## 2575                                                  Masterâ\200\231s      250-999 
## 2576                                                Bachelorâ\200\231s   1000-9,999 
## 2577                                                  Masterâ\200\231s   1000-9,999 
## 2578                                                Bachelorâ\200\231s     > 10,000 
## 2579                                                  Masterâ\200\231s   1000-9,999 
## 2580                                                  Masterâ\200\231s          <NA>
## 2581                                                  Masterâ\200\231s         0-49 
## 2582                                                  Masterâ\200\231s         0-49 
## 2583                                                  Masterâ\200\231s         0-49 
## 2584                                                Bachelorâ\200\231s         0-49 
## 2585 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2586                                       I prefer not to answer    > 10,000 
## 2587                                                  Masterâ\200\231s       50-249 
## 2588                                                  Masterâ\200\231s      250-999 
## 2589                                                  Masterâ\200\231s   1000-9,999 
## 2590                                                  Masterâ\200\231s       50-249 
## 2591                                                Bachelorâ\200\231s     > 10,000 
## 2592                                                    Doctoral   1000-9,999 
## 2593                         No formal education past high school         <NA>
## 2594                                                  Masterâ\200\231s          <NA>
## 2595 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2596                                                  Masterâ\200\231s     > 10,000 
## 2597                                                Bachelorâ\200\231s          <NA>
## 2598                                                Bachelorâ\200\231s          <NA>
## 2599                                                  Masterâ\200\231s   1000-9,999 
## 2600                                                Professional     > 10,000 
## 2601                                                  Masterâ\200\231s       50-249 
## 2602                                                  Masterâ\200\231s     > 10,000 
## 2603                                                Professional          <NA>
## 2604                                                  Masterâ\200\231s         0-49 
## 2605                                                    Doctoral     > 10,000 
## 2606                                                Bachelorâ\200\231s       50-249 
## 2607                                                  Masterâ\200\231s     > 10,000 
## 2608                                                Bachelorâ\200\231s          <NA>
## 2609                                                Bachelorâ\200\231s          <NA>
## 2610                                                  Masterâ\200\231s          <NA>
## 2611                                                  Masterâ\200\231s          <NA>
## 2612                                                  Masterâ\200\231s         0-49 
## 2613                                                Bachelorâ\200\231s          <NA>
## 2614                                                Bachelorâ\200\231s          <NA>
## 2615                                                    Doctoral         0-49 
## 2616                                                Bachelorâ\200\231s     > 10,000 
## 2617                                                Bachelorâ\200\231s       50-249 
## 2618                                                    Doctoral       50-249 
## 2619                                                Bachelorâ\200\231s      250-999 
## 2620                                                    Doctoral       50-249 
## 2621                                                  Masterâ\200\231s          <NA>
## 2622                                                Bachelorâ\200\231s      250-999 
## 2623                                                    Doctoral         0-49 
## 2624                                                  Masterâ\200\231s          <NA>
## 2625                                                  Masterâ\200\231s      250-999 
## 2626                                                Bachelorâ\200\231s       50-249 
## 2627                                                    Doctoral   1000-9,999 
## 2628                                                  Masterâ\200\231s   1000-9,999 
## 2629                                                  Masterâ\200\231s          <NA>
## 2630                                                Bachelorâ\200\231s   1000-9,999 
## 2631                                                Bachelorâ\200\231s      250-999 
## 2632                                                Bachelorâ\200\231s          <NA>
## 2633                                                Bachelorâ\200\231s     > 10,000 
## 2634                                                Bachelorâ\200\231s          <NA>
## 2635                                                  Masterâ\200\231s   1000-9,999 
## 2636                                                    Doctoral   1000-9,999 
## 2637                                                    Doctoral          <NA>
## 2638                                                Bachelorâ\200\231s          <NA>
## 2639                                                  Masterâ\200\231s       50-249 
## 2640                         No formal education past high school      50-249 
## 2641                                                Professional         0-49 
## 2642                                                    Doctoral         0-49 
## 2643                                                Bachelorâ\200\231s         0-49 
## 2644                                                Bachelorâ\200\231s     > 10,000 
## 2645                                                    Doctoral   1000-9,999 
## 2646                                                  Masterâ\200\231s   1000-9,999 
## 2647                                                Bachelorâ\200\231s          <NA>
## 2648                                                  Masterâ\200\231s     > 10,000 
## 2649                                                Bachelorâ\200\231s   1000-9,999 
## 2650 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2651                                                  Masterâ\200\231s     > 10,000 
## 2652                                                    Doctoral       50-249 
## 2653                                                  Masterâ\200\231s         0-49 
## 2654                                                  Masterâ\200\231s     > 10,000 
## 2655                                                  Masterâ\200\231s       50-249 
## 2656                                                  Masterâ\200\231s   1000-9,999 
## 2657                                                    Doctoral       50-249 
## 2658                                                Bachelorâ\200\231s          <NA>
## 2659                                                    Doctoral      250-999 
## 2660                                                    Doctoral         0-49 
## 2661                                                Bachelorâ\200\231s          <NA>
## 2662                                                Bachelorâ\200\231s     > 10,000 
## 2663                                                  Masterâ\200\231s          <NA>
## 2664                         No formal education past high school  1000-9,999 
## 2665 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2666                                                  Masterâ\200\231s      250-999 
## 2667                                                Professional       50-249 
## 2668                                                    Doctoral       50-249 
## 2669                                                  Masterâ\200\231s          <NA>
## 2670                                                Bachelorâ\200\231s     > 10,000 
## 2671                                                Bachelorâ\200\231s       50-249 
## 2672                                                  Masterâ\200\231s      250-999 
## 2673                                                Bachelorâ\200\231s          <NA>
## 2674                                                Bachelorâ\200\231s       50-249 
## 2675                                                  Masterâ\200\231s          <NA>
## 2676                                                Bachelorâ\200\231s       50-249 
## 2677                                                  Masterâ\200\231s          <NA>
## 2678                                                    Doctoral          <NA>
## 2679                                                    Doctoral       50-249 
## 2680                                                Bachelorâ\200\231s      250-999 
## 2681                                                Bachelorâ\200\231s          <NA>
## 2682                                                  Masterâ\200\231s   1000-9,999 
## 2683 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2684                                                    Doctoral     > 10,000 
## 2685                                                Bachelorâ\200\231s     > 10,000 
## 2686                                                Professional         0-49 
## 2687                                                Bachelorâ\200\231s     > 10,000 
## 2688                                                Bachelorâ\200\231s   1000-9,999 
## 2689                                                    Doctoral       50-249 
## 2690                                                Professional   1000-9,999 
## 2691                                                Bachelorâ\200\231s         0-49 
## 2692                                                  Masterâ\200\231s       50-249 
## 2693                                                    Doctoral          <NA>
## 2694                                                  Masterâ\200\231s         0-49 
## 2695                                                Bachelorâ\200\231s       50-249 
## 2696                                                Bachelorâ\200\231s   1000-9,999 
## 2697 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 2698                                                  Masterâ\200\231s      250-999 
## 2699                                                  Masterâ\200\231s          <NA>
## 2700 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 2701                                                Bachelorâ\200\231s          <NA>
## 2702 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2703                                                Bachelorâ\200\231s          <NA>
## 2704                                                  Masterâ\200\231s      250-999 
## 2705                                                Bachelorâ\200\231s      250-999 
## 2706                                                    Doctoral   1000-9,999 
## 2707                                                  Masterâ\200\231s         0-49 
## 2708                                                  Masterâ\200\231s          <NA>
## 2709                                                Professional     > 10,000 
## 2710                                                Professional       50-249 
## 2711                                                Bachelorâ\200\231s      250-999 
## 2712                                                Bachelorâ\200\231s         0-49 
## 2713                                                  Masterâ\200\231s       50-249 
## 2714                                                Bachelorâ\200\231s      250-999 
## 2715                                                    Doctoral   1000-9,999 
## 2716                                                Bachelorâ\200\231s          <NA>
## 2717                                                Bachelorâ\200\231s          <NA>
## 2718                                                Bachelorâ\200\231s      250-999 
## 2719                                                  Masterâ\200\231s         0-49 
## 2720                                                Bachelorâ\200\231s          <NA>
## 2721                                                    Doctoral      250-999 
## 2722                                                  Masterâ\200\231s     > 10,000 
## 2723                                                    Doctoral      250-999 
## 2724                                                  Masterâ\200\231s      250-999 
## 2725                                                  Masterâ\200\231s      250-999 
## 2726                                                    Doctoral       50-249 
## 2727                                                  Masterâ\200\231s   1000-9,999 
## 2728                                                  Masterâ\200\231s      250-999 
## 2729                                                Bachelorâ\200\231s          <NA>
## 2730                                       I prefer not to answer         <NA>
## 2731                                                  Masterâ\200\231s   1000-9,999 
## 2732                                                  Masterâ\200\231s       50-249 
## 2733                                                  Masterâ\200\231s       50-249 
## 2734                                                  Masterâ\200\231s          <NA>
## 2735                                                Bachelorâ\200\231s     > 10,000 
## 2736                                                  Masterâ\200\231s     > 10,000 
## 2737                                                    Doctoral         0-49 
## 2738                                                    Doctoral          <NA>
## 2739                                       I prefer not to answer        0-49 
## 2740                                                  Masterâ\200\231s       50-249 
## 2741                                                Bachelorâ\200\231s     > 10,000 
## 2742                                                  Masterâ\200\231s     > 10,000 
## 2743 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2744                                                  Masterâ\200\231s     > 10,000 
## 2745                                                  Masterâ\200\231s     > 10,000 
## 2746                                                  Masterâ\200\231s   1000-9,999 
## 2747                                                  Masterâ\200\231s     > 10,000 
## 2748                                                Professional          <NA>
## 2749                                                  Masterâ\200\231s   1000-9,999 
## 2750 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2751                                                Bachelorâ\200\231s   1000-9,999 
## 2752                                                Bachelorâ\200\231s         0-49 
## 2753                                                Bachelorâ\200\231s      250-999 
## 2754                                                Bachelorâ\200\231s     > 10,000 
## 2755                                                Bachelorâ\200\231s      250-999 
## 2756                                                  Masterâ\200\231s      250-999 
## 2757                                                  Masterâ\200\231s         0-49 
## 2758                                                  Masterâ\200\231s         0-49 
## 2759                                                Bachelorâ\200\231s         0-49 
## 2760 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2761                                                  Masterâ\200\231s      250-999 
## 2762                                                    Doctoral     > 10,000 
## 2763                                                Professional          <NA>
## 2764                                                Bachelorâ\200\231s          <NA>
## 2765                                                  Masterâ\200\231s       50-249 
## 2766                                                Bachelorâ\200\231s     > 10,000 
## 2767                                                Bachelorâ\200\231s       50-249 
## 2768                                                Bachelorâ\200\231s         0-49 
## 2769                                                  Masterâ\200\231s       50-249 
## 2770                                                  Masterâ\200\231s   1000-9,999 
## 2771                                                Bachelorâ\200\231s          <NA>
## 2772                                                  Masterâ\200\231s   1000-9,999 
## 2773                                                    Doctoral     > 10,000 
## 2774                                                  Masterâ\200\231s          <NA>
## 2775                                       I prefer not to answer  1000-9,999 
## 2776                                                Bachelorâ\200\231s   1000-9,999 
## 2777                                                  Masterâ\200\231s          <NA>
## 2778                                                    Doctoral          <NA>
## 2779                                                Bachelorâ\200\231s          <NA>
## 2780                                                Bachelorâ\200\231s   1000-9,999 
## 2781                                                  Masterâ\200\231s      250-999 
## 2782                                                  Masterâ\200\231s   1000-9,999 
## 2783                                                Bachelorâ\200\231s          <NA>
## 2784                                                  Masterâ\200\231s      250-999 
## 2785                                                Bachelorâ\200\231s         0-49 
## 2786                                                    Doctoral         0-49 
## 2787                                                  Masterâ\200\231s         0-49 
## 2788                                                Bachelorâ\200\231s   1000-9,999 
## 2789                                                Bachelorâ\200\231s          <NA>
## 2790                                                    Doctoral     > 10,000 
## 2791                                                  Masterâ\200\231s         0-49 
## 2792                                                  Masterâ\200\231s   1000-9,999 
## 2793                                                  Masterâ\200\231s         0-49 
## 2794                                                Bachelorâ\200\231s          <NA>
## 2795                                                Professional          <NA>
## 2796                                                  Masterâ\200\231s      250-999 
## 2797                                                  Masterâ\200\231s         0-49 
## 2798                                                    Doctoral     > 10,000 
## 2799                                                Professional      250-999 
## 2800                                                Bachelorâ\200\231s         0-49 
## 2801                                                    Doctoral         0-49 
## 2802                                                  Masterâ\200\231s       50-249 
## 2803                                                    Doctoral     > 10,000 
## 2804                                                  Masterâ\200\231s         0-49 
## 2805                                                    Doctoral         0-49 
## 2806                                                Bachelorâ\200\231s     > 10,000 
## 2807                                                Bachelorâ\200\231s         0-49 
## 2808                                                Bachelorâ\200\231s          <NA>
## 2809                                                Bachelorâ\200\231s     > 10,000 
## 2810                                                Bachelorâ\200\231s          <NA>
## 2811                                                Bachelorâ\200\231s     > 10,000 
## 2812                                                Bachelorâ\200\231s         0-49 
## 2813                                                  Masterâ\200\231s       50-249 
## 2814                                                    Doctoral      250-999 
## 2815                                                  Masterâ\200\231s          <NA>
## 2816                         No formal education past high school      50-249 
## 2817                                                  Masterâ\200\231s   1000-9,999 
## 2818                                                Professional      250-999 
## 2819                         No formal education past high school        0-49 
## 2820                                                  Masterâ\200\231s         0-49 
## 2821                                                  Masterâ\200\231s   1000-9,999 
## 2822                                                Bachelorâ\200\231s          <NA>
## 2823                                       I prefer not to answer         <NA>
## 2824                                                Bachelorâ\200\231s         0-49 
## 2825                                                    Doctoral      250-999 
## 2826                                                  Masterâ\200\231s         0-49 
## 2827                                                Bachelorâ\200\231s          <NA>
## 2828                                                  Masterâ\200\231s          <NA>
## 2829                                                Professional     > 10,000 
## 2830                                                Bachelorâ\200\231s       50-249 
## 2831                                                Bachelorâ\200\231s          <NA>
## 2832                                                Bachelorâ\200\231s      250-999 
## 2833                                                  Masterâ\200\231s   1000-9,999 
## 2834                                                Bachelorâ\200\231s     > 10,000 
## 2835                                                Professional          <NA>
## 2836                                                Bachelorâ\200\231s         0-49 
## 2837                                                Bachelorâ\200\231s     > 10,000 
## 2838                                                Bachelorâ\200\231s          <NA>
## 2839                                                  Masterâ\200\231s         0-49 
## 2840                                                Bachelorâ\200\231s          <NA>
## 2841                                                    Doctoral       50-249 
## 2842                                                  Masterâ\200\231s      250-999 
## 2843                                                Bachelorâ\200\231s         0-49 
## 2844                                                  Masterâ\200\231s   1000-9,999 
## 2845                                                Bachelorâ\200\231s          <NA>
## 2846                                                    Doctoral      250-999 
## 2847                                                  Masterâ\200\231s     > 10,000 
## 2848                                                Bachelorâ\200\231s          <NA>
## 2849                                                    Doctoral       50-249 
## 2850                                                  Masterâ\200\231s   1000-9,999 
## 2851                                                Bachelorâ\200\231s         0-49 
## 2852                                                Bachelorâ\200\231s          <NA>
## 2853                                                Professional   1000-9,999 
## 2854                                                  Masterâ\200\231s         0-49 
## 2855                                                Professional          <NA>
## 2856                                                  Masterâ\200\231s   1000-9,999 
## 2857                                                  Masterâ\200\231s         0-49 
## 2858                                                Bachelorâ\200\231s         0-49 
## 2859                                                Bachelorâ\200\231s          <NA>
## 2860                                                Bachelorâ\200\231s          <NA>
## 2861 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2862                                                Bachelorâ\200\231s   1000-9,999 
## 2863                                                  Masterâ\200\231s      250-999 
## 2864                                                Bachelorâ\200\231s   1000-9,999 
## 2865                                                Bachelorâ\200\231s   1000-9,999 
## 2866                                                  Masterâ\200\231s          <NA>
## 2867                                                  Masterâ\200\231s         0-49 
## 2868                                                  Masterâ\200\231s     > 10,000 
## 2869                                                  Masterâ\200\231s      250-999 
## 2870                                                Bachelorâ\200\231s          <NA>
## 2871                                       I prefer not to answer        0-49 
## 2872                                                    Doctoral     > 10,000 
## 2873                                                  Masterâ\200\231s          <NA>
## 2874                                                Bachelorâ\200\231s          <NA>
## 2875                                                Bachelorâ\200\231s      250-999 
## 2876                                                  Masterâ\200\231s         0-49 
## 2877                                                Bachelorâ\200\231s      250-999 
## 2878                                                  Masterâ\200\231s   1000-9,999 
## 2879                                                Professional     > 10,000 
## 2880                                                Bachelorâ\200\231s         0-49 
## 2881                                                  Masterâ\200\231s         0-49 
## 2882                                                  Masterâ\200\231s     > 10,000 
## 2883                                       I prefer not to answer         <NA>
## 2884                                                Bachelorâ\200\231s          <NA>
## 2885                                                  Masterâ\200\231s     > 10,000 
## 2886                                                Bachelorâ\200\231s   1000-9,999 
## 2887                                                Bachelorâ\200\231s         0-49 
## 2888                                                  Masterâ\200\231s   1000-9,999 
## 2889                                                    Doctoral   1000-9,999 
## 2890                                                  Masterâ\200\231s     > 10,000 
## 2891                                                Bachelorâ\200\231s       50-249 
## 2892                                                  Masterâ\200\231s      250-999 
## 2893                                                Bachelorâ\200\231s       50-249 
## 2894                                                Bachelorâ\200\231s      250-999 
## 2895                                                  Masterâ\200\231s         0-49 
## 2896                                                  Masterâ\200\231s          <NA>
## 2897                                                  Masterâ\200\231s      250-999 
## 2898                                                  Masterâ\200\231s     > 10,000 
## 2899                                                    Doctoral          <NA>
## 2900                                                Bachelorâ\200\231s          <NA>
## 2901                                                  Masterâ\200\231s          <NA>
## 2902                                                  Masterâ\200\231s          <NA>
## 2903                                                  Masterâ\200\231s          <NA>
## 2904                                                Professional          <NA>
## 2905                                                  Masterâ\200\231s         0-49 
## 2906                                                    Doctoral   1000-9,999 
## 2907                                                  Masterâ\200\231s     > 10,000 
## 2908                                                  Masterâ\200\231s         0-49 
## 2909                                                Bachelorâ\200\231s         0-49 
## 2910                                                    Doctoral      250-999 
## 2911                                                    Doctoral          <NA>
## 2912                                                  Masterâ\200\231s     > 10,000 
## 2913                                                    Doctoral      250-999 
## 2914                                                  Masterâ\200\231s     > 10,000 
## 2915                                                  Masterâ\200\231s          <NA>
## 2916 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2917                                                  Masterâ\200\231s     > 10,000 
## 2918                                                    Doctoral         0-49 
## 2919                                                  Masterâ\200\231s     > 10,000 
## 2920                                                    Doctoral          <NA>
## 2921                                                  Masterâ\200\231s   1000-9,999 
## 2922                                                    Doctoral       50-249 
## 2923                                                Professional   1000-9,999 
## 2924                                                    Doctoral       50-249 
## 2925                                                  Masterâ\200\231s     > 10,000 
## 2926                                                Bachelorâ\200\231s          <NA>
## 2927                                                Bachelorâ\200\231s          <NA>
## 2928                                                Bachelorâ\200\231s          <NA>
## 2929                                                Bachelorâ\200\231s     > 10,000 
## 2930                                                    Doctoral       50-249 
## 2931                                                Bachelorâ\200\231s          <NA>
## 2932                                                Bachelorâ\200\231s   1000-9,999 
## 2933                                                Bachelorâ\200\231s          <NA>
## 2934                                                  Masterâ\200\231s      250-999 
## 2935                                                  Masterâ\200\231s          <NA>
## 2936 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 2937                                                Bachelorâ\200\231s          <NA>
## 2938                                                Professional     > 10,000 
## 2939                                                Bachelorâ\200\231s   1000-9,999 
## 2940                                                  Masterâ\200\231s       50-249 
## 2941                                                  Masterâ\200\231s         0-49 
## 2942                                                  Masterâ\200\231s     > 10,000 
## 2943                                                Bachelorâ\200\231s          <NA>
## 2944                                                  Masterâ\200\231s      250-999 
## 2945                                                  Masterâ\200\231s   1000-9,999 
## 2946                                                Bachelorâ\200\231s          <NA>
## 2947                                                Bachelorâ\200\231s          <NA>
## 2948                                                  Masterâ\200\231s     > 10,000 
## 2949                                                Bachelorâ\200\231s          <NA>
## 2950                                                  Masterâ\200\231s          <NA>
## 2951                                                Bachelorâ\200\231s          <NA>
## 2952                                                  Masterâ\200\231s   1000-9,999 
## 2953                                                  Masterâ\200\231s          <NA>
## 2954                                                  Masterâ\200\231s          <NA>
## 2955                                                Bachelorâ\200\231s       50-249 
## 2956                                                Professional         0-49 
## 2957                                                Professional         0-49 
## 2958                                                    Doctoral      250-999 
## 2959                                                  Masterâ\200\231s       50-249 
## 2960                                                  Masterâ\200\231s         0-49 
## 2961                                                    Doctoral         0-49 
## 2962                                                    Doctoral         0-49 
## 2963                                                  Masterâ\200\231s       50-249 
## 2964                                                Bachelorâ\200\231s   1000-9,999 
## 2965 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2966                                                Bachelorâ\200\231s         0-49 
## 2967                                                Bachelorâ\200\231s          <NA>
## 2968                                                  Masterâ\200\231s   1000-9,999 
## 2969                                                Bachelorâ\200\231s          <NA>
## 2970                                                Bachelorâ\200\231s   1000-9,999 
## 2971                                                  Masterâ\200\231s          <NA>
## 2972                                                Bachelorâ\200\231s          <NA>
## 2973                                                Bachelorâ\200\231s          <NA>
## 2974                                                Bachelorâ\200\231s         0-49 
## 2975                                                  Masterâ\200\231s          <NA>
## 2976                                                    Doctoral      250-999 
## 2977                                                Bachelorâ\200\231s         0-49 
## 2978                                                    Doctoral   1000-9,999 
## 2979                                                  Masterâ\200\231s     > 10,000 
## 2980 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 2981                                                  Masterâ\200\231s       50-249 
## 2982                                                  Masterâ\200\231s   1000-9,999 
## 2983                         No formal education past high school     250-999 
## 2984                                                  Masterâ\200\231s   1000-9,999 
## 2985                                                Bachelorâ\200\231s       50-249 
## 2986                                                Bachelorâ\200\231s     > 10,000 
## 2987 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2988                                                  Masterâ\200\231s          <NA>
## 2989                                                  Masterâ\200\231s          <NA>
## 2990                                                Professional         0-49 
## 2991                                                Bachelorâ\200\231s   1000-9,999 
## 2992                                                Bachelorâ\200\231s          <NA>
## 2993                                                Bachelorâ\200\231s          <NA>
## 2994                                                Bachelorâ\200\231s         0-49 
## 2995                                                  Masterâ\200\231s          <NA>
## 2996                                                Bachelorâ\200\231s          <NA>
## 2997                                                    Doctoral       50-249 
## 2998                                                    Doctoral       50-249 
## 2999                                                Bachelorâ\200\231s   1000-9,999 
## 3000                                                  Masterâ\200\231s         0-49 
## 3001                         No formal education past high school        0-49 
## 3002                                                  Masterâ\200\231s   1000-9,999 
## 3003                                                  Masterâ\200\231s     > 10,000 
## 3004                                                    Doctoral         0-49 
## 3005                                                Bachelorâ\200\231s          <NA>
## 3006                                                  Masterâ\200\231s       50-249 
## 3007                                                  Masterâ\200\231s     > 10,000 
## 3008                                                Bachelorâ\200\231s   1000-9,999 
## 3009                                                    Doctoral      250-999 
## 3010                                                Bachelorâ\200\231s     > 10,000 
## 3011                         No formal education past high school    > 10,000 
## 3012                                                  Masterâ\200\231s          <NA>
## 3013                                                  Masterâ\200\231s      250-999 
## 3014                                                  Masterâ\200\231s         0-49 
## 3015                                                  Masterâ\200\231s   1000-9,999 
## 3016                                                  Masterâ\200\231s          <NA>
## 3017                                                  Masterâ\200\231s   1000-9,999 
## 3018                                                Bachelorâ\200\231s          <NA>
## 3019                                                  Masterâ\200\231s         0-49 
## 3020                                                Bachelorâ\200\231s          <NA>
## 3021                                                Bachelorâ\200\231s          <NA>
## 3022                                                Bachelorâ\200\231s          <NA>
## 3023                                                    Doctoral     > 10,000 
## 3024                                                Bachelorâ\200\231s      250-999 
## 3025                                                    Doctoral         0-49 
## 3026                                                  Masterâ\200\231s   1000-9,999 
## 3027                                                Bachelorâ\200\231s       50-249 
## 3028                                                  Masterâ\200\231s      250-999 
## 3029                                                    Doctoral         0-49 
## 3030                                                Bachelorâ\200\231s       50-249 
## 3031                                                  Masterâ\200\231s      250-999 
## 3032                                                Bachelorâ\200\231s         0-49 
## 3033                                                  Masterâ\200\231s       50-249 
## 3034                                                Bachelorâ\200\231s         0-49 
## 3035                                                  Masterâ\200\231s         0-49 
## 3036                                                Professional       50-249 
## 3037                                                Bachelorâ\200\231s          <NA>
## 3038                                                Bachelorâ\200\231s          <NA>
## 3039 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3040                                                Bachelorâ\200\231s          <NA>
## 3041                                                Bachelorâ\200\231s     > 10,000 
## 3042                                                  Masterâ\200\231s     > 10,000 
## 3043                                                Bachelorâ\200\231s      250-999 
## 3044                                                  Masterâ\200\231s   1000-9,999 
## 3045                                                Bachelorâ\200\231s   1000-9,999 
## 3046                                                  Masterâ\200\231s     > 10,000 
## 3047                                                  Masterâ\200\231s       50-249 
## 3048                                                Bachelorâ\200\231s     > 10,000 
## 3049                                                Professional      250-999 
## 3050                                                  Masterâ\200\231s     > 10,000 
## 3051                                                  Masterâ\200\231s     > 10,000 
## 3052                                                    Doctoral       50-249 
## 3053                                                Professional         0-49 
## 3054                                                Bachelorâ\200\231s          <NA>
## 3055                                                  Masterâ\200\231s          <NA>
## 3056                                                  Masterâ\200\231s          <NA>
## 3057                                                Bachelorâ\200\231s          <NA>
## 3058                                                  Masterâ\200\231s         0-49 
## 3059                                                Bachelorâ\200\231s   1000-9,999 
## 3060                                                Bachelorâ\200\231s          <NA>
## 3061                                                  Masterâ\200\231s          <NA>
## 3062                                                    Doctoral          <NA>
## 3063                                                  Masterâ\200\231s         0-49 
## 3064                                                  Masterâ\200\231s          <NA>
## 3065                                                Bachelorâ\200\231s     > 10,000 
## 3066                                                  Masterâ\200\231s     > 10,000 
## 3067                                                  Masterâ\200\231s          <NA>
## 3068                                                Bachelorâ\200\231s          <NA>
## 3069                                                  Masterâ\200\231s      250-999 
## 3070                                                Bachelorâ\200\231s     > 10,000 
## 3071                                                  Masterâ\200\231s     > 10,000 
## 3072                                                  Masterâ\200\231s          <NA>
## 3073                                                  Masterâ\200\231s       50-249 
## 3074                                                  Masterâ\200\231s      250-999 
## 3075                                                Bachelorâ\200\231s     > 10,000 
## 3076                                                Bachelorâ\200\231s         0-49 
## 3077                                                  Masterâ\200\231s          <NA>
## 3078                                                Bachelorâ\200\231s         0-49 
## 3079                                                Bachelorâ\200\231s          <NA>
## 3080                                                  Masterâ\200\231s   1000-9,999 
## 3081                                                    Doctoral         0-49 
## 3082                                                  Masterâ\200\231s   1000-9,999 
## 3083                                                    Doctoral          <NA>
## 3084                                                Bachelorâ\200\231s          <NA>
## 3085                                                    Doctoral     > 10,000 
## 3086                                                Bachelorâ\200\231s     > 10,000 
## 3087                                                    Doctoral     > 10,000 
## 3088                                                Bachelorâ\200\231s          <NA>
## 3089                                                Professional     > 10,000 
## 3090                                                Bachelorâ\200\231s     > 10,000 
## 3091                                                  Masterâ\200\231s       50-249 
## 3092                                                Bachelorâ\200\231s      250-999 
## 3093                                                  Masterâ\200\231s         0-49 
## 3094                                       I prefer not to answer     250-999 
## 3095                                                Bachelorâ\200\231s          <NA>
## 3096                                                  Masterâ\200\231s          <NA>
## 3097                                                  Masterâ\200\231s     > 10,000 
## 3098                                                Bachelorâ\200\231s     > 10,000 
## 3099                                                Bachelorâ\200\231s          <NA>
## 3100                                                Bachelorâ\200\231s          <NA>
## 3101                                                  Masterâ\200\231s   1000-9,999 
## 3102                                                  Masterâ\200\231s   1000-9,999 
## 3103                                                  Masterâ\200\231s     > 10,000 
## 3104                                                  Masterâ\200\231s          <NA>
## 3105                                                  Masterâ\200\231s          <NA>
## 3106                                                  Masterâ\200\231s         0-49 
## 3107                                                Bachelorâ\200\231s   1000-9,999 
## 3108                                                Bachelorâ\200\231s     > 10,000 
## 3109                                                  Masterâ\200\231s      250-999 
## 3110                                                  Masterâ\200\231s          <NA>
## 3111                                                  Masterâ\200\231s          <NA>
## 3112                                                  Masterâ\200\231s     > 10,000 
## 3113                                       I prefer not to answer     250-999 
## 3114                                                  Masterâ\200\231s     > 10,000 
## 3115                                                Bachelorâ\200\231s          <NA>
## 3116                                                Bachelorâ\200\231s          <NA>
## 3117                                                Professional          <NA>
## 3118                                                  Masterâ\200\231s          <NA>
## 3119                                                  Masterâ\200\231s      250-999 
## 3120                                                Bachelorâ\200\231s     > 10,000 
## 3121                                                  Masterâ\200\231s   1000-9,999 
## 3122                                                  Masterâ\200\231s   1000-9,999 
## 3123                                                Bachelorâ\200\231s     > 10,000 
## 3124                                                  Masterâ\200\231s         0-49 
## 3125                                                  Masterâ\200\231s   1000-9,999 
## 3126                                                  Masterâ\200\231s   1000-9,999 
## 3127                                                Bachelorâ\200\231s         0-49 
## 3128                                                  Masterâ\200\231s     > 10,000 
## 3129                                                Bachelorâ\200\231s         0-49 
## 3130                                                  Masterâ\200\231s      250-999 
## 3131                                                  Masterâ\200\231s         0-49 
## 3132                                                  Masterâ\200\231s      250-999 
## 3133                                                Bachelorâ\200\231s         0-49 
## 3134                                                Bachelorâ\200\231s   1000-9,999 
## 3135                                                  Masterâ\200\231s          <NA>
## 3136                                                  Masterâ\200\231s       50-249 
## 3137                                                Professional   1000-9,999 
## 3138                                                Bachelorâ\200\231s       50-249 
## 3139                                                Professional   1000-9,999 
## 3140                                                    Doctoral          <NA>
## 3141                                                  Masterâ\200\231s          <NA>
## 3142                                                  Masterâ\200\231s   1000-9,999 
## 3143                                                  Masterâ\200\231s         0-49 
## 3144                                                  Masterâ\200\231s         0-49 
## 3145                                                Bachelorâ\200\231s     > 10,000 
## 3146                                                    Doctoral         0-49 
## 3147                                                  Masterâ\200\231s         0-49 
## 3148                                                Bachelorâ\200\231s     > 10,000 
## 3149                                                Professional   1000-9,999 
## 3150                                                  Masterâ\200\231s       50-249 
## 3151                                                  Masterâ\200\231s     > 10,000 
## 3152 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 3153                                                    Doctoral      250-999 
## 3154                                                Bachelorâ\200\231s          <NA>
## 3155                                                  Masterâ\200\231s   1000-9,999 
## 3156                                                  Masterâ\200\231s   1000-9,999 
## 3157                                                  Masterâ\200\231s         0-49 
## 3158                                                  Masterâ\200\231s      250-999 
## 3159 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 3160                                                    Doctoral       50-249 
## 3161                                                Bachelorâ\200\231s          <NA>
## 3162                                                  Masterâ\200\231s         0-49 
## 3163                                                Bachelorâ\200\231s          <NA>
## 3164                                                  Masterâ\200\231s     > 10,000 
## 3165                                                  Masterâ\200\231s       50-249 
## 3166                                                Bachelorâ\200\231s       50-249 
## 3167                                                  Masterâ\200\231s      250-999 
## 3168                                                  Masterâ\200\231s       50-249 
## 3169                                                Bachelorâ\200\231s   1000-9,999 
## 3170                         No formal education past high school      50-249 
## 3171                                                  Masterâ\200\231s       50-249 
## 3172                                                    Doctoral          <NA>
## 3173                                                  Masterâ\200\231s          <NA>
## 3174                                                Bachelorâ\200\231s         0-49 
## 3175                                                  Masterâ\200\231s         0-49 
## 3176                                                Bachelorâ\200\231s          <NA>
## 3177                                                  Masterâ\200\231s   1000-9,999 
## 3178                                                  Masterâ\200\231s         0-49 
## 3179                                                  Masterâ\200\231s     > 10,000 
## 3180                                                  Masterâ\200\231s     > 10,000 
## 3181                                                Bachelorâ\200\231s       50-249 
## 3182                                                  Masterâ\200\231s     > 10,000 
## 3183                                                  Masterâ\200\231s          <NA>
## 3184                                                Bachelorâ\200\231s     > 10,000 
## 3185                                                    Doctoral      250-999 
## 3186                                                Bachelorâ\200\231s     > 10,000 
## 3187                                                  Masterâ\200\231s   1000-9,999 
## 3188                                                  Masterâ\200\231s       50-249 
## 3189                                                  Masterâ\200\231s     > 10,000 
## 3190                                                Bachelorâ\200\231s       50-249 
## 3191                                                Bachelorâ\200\231s       50-249 
## 3192                                                    Doctoral      250-999 
## 3193 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 3194                                                Bachelorâ\200\231s         0-49 
## 3195                                                  Masterâ\200\231s     > 10,000 
## 3196                                                Bachelorâ\200\231s          <NA>
## 3197                                                  Masterâ\200\231s         0-49 
## 3198                                                Bachelorâ\200\231s     > 10,000 
## 3199                                                    Doctoral          <NA>
## 3200                                                  Masterâ\200\231s   1000-9,999 
## 3201                                                  Masterâ\200\231s     > 10,000 
## 3202                                                    Doctoral         0-49 
## 3203                                                  Masterâ\200\231s         0-49 
## 3204                                                    Doctoral         0-49 
## 3205                                                  Masterâ\200\231s       50-249 
## 3206 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3207                                                  Masterâ\200\231s          <NA>
## 3208                                                  Masterâ\200\231s          <NA>
## 3209                                                Bachelorâ\200\231s          <NA>
## 3210                                                    Doctoral      250-999 
## 3211                                                    Doctoral         0-49 
## 3212                                                Bachelorâ\200\231s          <NA>
## 3213                                                    Doctoral          <NA>
## 3214                                       I prefer not to answer  1000-9,999 
## 3215                                                Bachelorâ\200\231s   1000-9,999 
## 3216                                                    Doctoral         0-49 
## 3217                                                Bachelorâ\200\231s       50-249 
## 3218                                                  Masterâ\200\231s       50-249 
## 3219                                                Bachelorâ\200\231s   1000-9,999 
## 3220                                                    Doctoral         0-49 
## 3221                                                  Masterâ\200\231s       50-249 
## 3222                                                Bachelorâ\200\231s         0-49 
## 3223                                                    Doctoral         0-49 
## 3224                                                    Doctoral       50-249 
## 3225                                                Bachelorâ\200\231s         0-49 
## 3226                                                    Doctoral       50-249 
## 3227                                                  Masterâ\200\231s      250-999 
## 3228                                                  Masterâ\200\231s          <NA>
## 3229                                                Bachelorâ\200\231s          <NA>
## 3230                                                Bachelorâ\200\231s          <NA>
## 3231                                                Bachelorâ\200\231s          <NA>
## 3232                                                Bachelorâ\200\231s          <NA>
## 3233 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 3234                                                  Masterâ\200\231s          <NA>
## 3235                                                Bachelorâ\200\231s       50-249 
## 3236                                                  Masterâ\200\231s          <NA>
## 3237                                                Bachelorâ\200\231s         0-49 
## 3238                                                    Doctoral   1000-9,999 
## 3239                                                Bachelorâ\200\231s          <NA>
## 3240                                                Bachelorâ\200\231s   1000-9,999 
## 3241                                                Professional          <NA>
## 3242 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 3243                                                  Masterâ\200\231s         0-49 
## 3244                                                  Masterâ\200\231s         0-49 
## 3245                                                  Masterâ\200\231s       50-249 
## 3246                                                  Masterâ\200\231s     > 10,000 
## 3247                                                Bachelorâ\200\231s      250-999 
## 3248                                                  Masterâ\200\231s       50-249 
## 3249                                                  Masterâ\200\231s   1000-9,999 
## 3250                                                  Masterâ\200\231s      250-999 
## 3251                                                  Masterâ\200\231s         0-49 
## 3252                                                  Masterâ\200\231s         0-49 
## 3253                                                  Masterâ\200\231s          <NA>
## 3254                                                Bachelorâ\200\231s         0-49 
## 3255                                                Bachelorâ\200\231s       50-249 
## 3256                                                  Masterâ\200\231s         0-49 
## 3257                                                Bachelorâ\200\231s       50-249 
## 3258                                                Bachelorâ\200\231s         0-49 
## 3259                                                Bachelorâ\200\231s          <NA>
## 3260                                                Bachelorâ\200\231s      250-999 
## 3261                                                Bachelorâ\200\231s       50-249 
## 3262                                                Bachelorâ\200\231s     > 10,000 
## 3263                                                  Masterâ\200\231s         0-49 
## 3264                                                  Masterâ\200\231s          <NA>
## 3265                                                Bachelorâ\200\231s          <NA>
## 3266                                                Bachelorâ\200\231s         0-49 
## 3267                                                  Masterâ\200\231s       50-249 
## 3268                                                  Masterâ\200\231s     > 10,000 
## 3269                                                  Masterâ\200\231s         0-49 
## 3270                                                  Masterâ\200\231s     > 10,000 
## 3271                                       I prefer not to answer      50-249 
## 3272 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 3273                                                Bachelorâ\200\231s       50-249 
## 3274                                                  Masterâ\200\231s       50-249 
## 3275                                                Bachelorâ\200\231s     > 10,000 
## 3276                                                  Masterâ\200\231s     > 10,000 
## 3277 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 3278                                                    Doctoral      250-999 
## 3279                                                Bachelorâ\200\231s      250-999 
## 3280                                                  Masterâ\200\231s         0-49 
## 3281                                                  Masterâ\200\231s          <NA>
## 3282 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 3283                                                  Masterâ\200\231s          <NA>
## 3284                                                  Masterâ\200\231s   1000-9,999 
## 3285                                                Bachelorâ\200\231s          <NA>
## 3286                                                  Masterâ\200\231s      250-999 
## 3287                                                Bachelorâ\200\231s     > 10,000 
## 3288                                                  Masterâ\200\231s       50-249 
## 3289                         No formal education past high school     250-999 
## 3290                                                    Doctoral          <NA>
## 3291                                                Bachelorâ\200\231s          <NA>
## 3292 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3293                                                    Doctoral       50-249 
## 3294                                                  Masterâ\200\231s       50-249 
## 3295                                                  Masterâ\200\231s   1000-9,999 
## 3296                                                  Masterâ\200\231s      250-999 
## 3297                                                Bachelorâ\200\231s          <NA>
## 3298                                                  Masterâ\200\231s         0-49 
## 3299                                                Bachelorâ\200\231s   1000-9,999 
## 3300                                                Professional       50-249 
## 3301                                                Bachelorâ\200\231s       50-249 
## 3302 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3303                                                  Masterâ\200\231s         0-49 
## 3304                                                    Doctoral         0-49 
## 3305                                                  Masterâ\200\231s          <NA>
## 3306                                                Bachelorâ\200\231s          <NA>
## 3307                                                Bachelorâ\200\231s         0-49 
## 3308                                                  Masterâ\200\231s     > 10,000 
## 3309                                                  Masterâ\200\231s      250-999 
## 3310                                                  Masterâ\200\231s   1000-9,999 
## 3311                                                Bachelorâ\200\231s   1000-9,999 
## 3312                                                    Doctoral       50-249 
## 3313                                                Bachelorâ\200\231s         0-49 
## 3314                                                    Doctoral      250-999 
## 3315                                                  Masterâ\200\231s       50-249 
## 3316                                                  Masterâ\200\231s      250-999 
## 3317                                                Bachelorâ\200\231s          <NA>
## 3318                                                    Doctoral      250-999 
## 3319                                                    Doctoral         0-49 
## 3320                                                  Masterâ\200\231s     > 10,000 
## 3321                                                  Masterâ\200\231s     > 10,000 
## 3322                                                Bachelorâ\200\231s          <NA>
## 3323                                                Bachelorâ\200\231s      250-999 
## 3324                                                    Doctoral          <NA>
## 3325                                                    Doctoral          <NA>
## 3326                                                  Masterâ\200\231s         0-49 
## 3327                                                Bachelorâ\200\231s         0-49 
## 3328                                                  Masterâ\200\231s      250-999 
## 3329                                                  Masterâ\200\231s       50-249 
## 3330                                                  Masterâ\200\231s       50-249 
## 3331                                                Bachelorâ\200\231s          <NA>
## 3332                                                    Doctoral          <NA>
## 3333                                                  Masterâ\200\231s     > 10,000 
## 3334                         No formal education past high school         <NA>
## 3335                                                Bachelorâ\200\231s          <NA>
## 3336 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 3337                                                  Masterâ\200\231s          <NA>
## 3338 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3339                                                    Doctoral         0-49 
## 3340                                                  Masterâ\200\231s     > 10,000 
## 3341                                                  Masterâ\200\231s   1000-9,999 
## 3342                                                    Doctoral          <NA>
## 3343                                                  Masterâ\200\231s         0-49 
## 3344                                                Bachelorâ\200\231s     > 10,000 
## 3345                                                  Masterâ\200\231s          <NA>
## 3346                                                Professional         0-49 
## 3347                                                  Masterâ\200\231s          <NA>
## 3348                                                  Masterâ\200\231s      250-999 
## 3349                                                  Masterâ\200\231s         0-49 
## 3350                                                Bachelorâ\200\231s          <NA>
## 3351                                                    Doctoral   1000-9,999 
## 3352                                                Bachelorâ\200\231s          <NA>
## 3353                                                    Doctoral      250-999 
## 3354                                                  Masterâ\200\231s         0-49 
## 3355                                                Professional       50-249 
## 3356                                                Bachelorâ\200\231s         0-49 
## 3357                                                Bachelorâ\200\231s         0-49 
## 3358                                                    Doctoral   1000-9,999 
## 3359                                                Bachelorâ\200\231s         0-49 
## 3360                                                  Masterâ\200\231s         0-49 
## 3361                                                    Doctoral   1000-9,999 
## 3362                                                Bachelorâ\200\231s          <NA>
## 3363                                                Bachelorâ\200\231s         0-49 
## 3364                                                  Masterâ\200\231s       50-249 
## 3365                                                  Masterâ\200\231s          <NA>
## 3366                                                    Doctoral   1000-9,999 
## 3367                                                    Doctoral         0-49 
## 3368                                                Bachelorâ\200\231s         0-49 
## 3369                                                Bachelorâ\200\231s          <NA>
## 3370                                                Bachelorâ\200\231s         0-49 
## 3371                                                  Masterâ\200\231s       50-249 
## 3372                                                Bachelorâ\200\231s     > 10,000 
## 3373                                                Bachelorâ\200\231s         0-49 
## 3374                                                Bachelorâ\200\231s     > 10,000 
## 3375                                                Bachelorâ\200\231s     > 10,000 
## 3376                                                    Doctoral       50-249 
## 3377                                                Bachelorâ\200\231s         0-49 
## 3378                                                  Masterâ\200\231s         0-49 
## 3379                                                  Masterâ\200\231s   1000-9,999 
## 3380                                                Bachelorâ\200\231s          <NA>
## 3381                                                  Masterâ\200\231s       50-249 
## 3382                                                    Doctoral         0-49 
## 3383                                                  Masterâ\200\231s       50-249 
## 3384                                                Bachelorâ\200\231s          <NA>
## 3385                                                  Masterâ\200\231s     > 10,000 
## 3386                                                    Doctoral      250-999 
## 3387                                                  Masterâ\200\231s         0-49 
## 3388                                                    Doctoral         0-49 
## 3389                                                Bachelorâ\200\231s         0-49 
## 3390                                                  Masterâ\200\231s          <NA>
## 3391                                                Professional          <NA>
## 3392                                                Professional     > 10,000 
## 3393                                                Professional      250-999 
## 3394                                                    Doctoral       50-249 
## 3395                                                Bachelorâ\200\231s          <NA>
## 3396                                                  Masterâ\200\231s       50-249 
## 3397                                                  Masterâ\200\231s         0-49 
## 3398                                                  Masterâ\200\231s          <NA>
## 3399                                       I prefer not to answer        0-49 
## 3400                                                    Doctoral         0-49 
## 3401                                                  Masterâ\200\231s          <NA>
## 3402                                                  Masterâ\200\231s     > 10,000 
## 3403                                                  Masterâ\200\231s     > 10,000 
## 3404                                                    Doctoral       50-249 
## 3405                                                Bachelorâ\200\231s         0-49 
## 3406                                                  Masterâ\200\231s   1000-9,999 
## 3407                                                  Masterâ\200\231s         0-49 
## 3408                                                  Masterâ\200\231s   1000-9,999 
## 3409                                                  Masterâ\200\231s   1000-9,999 
## 3410                                                    Doctoral       50-249 
## 3411                                                  Masterâ\200\231s     > 10,000 
## 3412                                                  Masterâ\200\231s     > 10,000 
## 3413                                                    Doctoral          <NA>
## 3414                                                Bachelorâ\200\231s          <NA>
## 3415                                                    Doctoral          <NA>
## 3416                                                  Masterâ\200\231s   1000-9,999 
## 3417                                                Bachelorâ\200\231s         0-49 
## 3418                                                  Masterâ\200\231s         0-49 
## 3419                                                    Doctoral         0-49 
## 3420                                                  Masterâ\200\231s          <NA>
## 3421                                                  Masterâ\200\231s     > 10,000 
## 3422                                                Professional   1000-9,999 
## 3423                                                Bachelorâ\200\231s          <NA>
## 3424 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3425                                                Bachelorâ\200\231s   1000-9,999 
## 3426                                                  Masterâ\200\231s     > 10,000 
## 3427                                                    Doctoral         0-49 
## 3428                                                  Masterâ\200\231s   1000-9,999 
## 3429                                                  Masterâ\200\231s   1000-9,999 
## 3430                                                  Masterâ\200\231s       50-249 
## 3431                                                  Masterâ\200\231s     > 10,000 
## 3432                                                  Masterâ\200\231s         0-49 
## 3433                                                  Masterâ\200\231s      250-999 
## 3434 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 3435                                                  Masterâ\200\231s   1000-9,999 
## 3436                                                  Masterâ\200\231s          <NA>
## 3437                                                  Masterâ\200\231s         0-49 
## 3438                                                  Masterâ\200\231s         0-49 
## 3439                                                  Masterâ\200\231s       50-249 
## 3440                                                  Masterâ\200\231s   1000-9,999 
## 3441                                                  Masterâ\200\231s         0-49 
## 3442                                                    Doctoral         0-49 
## 3443                                                Bachelorâ\200\231s   1000-9,999 
## 3444                                                  Masterâ\200\231s          <NA>
## 3445                                                Bachelorâ\200\231s     > 10,000 
## 3446                                                  Masterâ\200\231s      250-999 
## 3447 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 3448                                                    Doctoral       50-249 
## 3449                                                  Masterâ\200\231s          <NA>
## 3450                                                  Masterâ\200\231s          <NA>
## 3451                                                Bachelorâ\200\231s         0-49 
## 3452                                                Bachelorâ\200\231s     > 10,000 
## 3453                                                  Masterâ\200\231s          <NA>
## 3454                                                  Masterâ\200\231s     > 10,000 
## 3455                                                  Masterâ\200\231s          <NA>
## 3456                                                Bachelorâ\200\231s       50-249 
## 3457                                                Professional     > 10,000 
## 3458                                                    Doctoral         0-49 
## 3459                                                Bachelorâ\200\231s         0-49 
## 3460                                                Bachelorâ\200\231s     > 10,000 
## 3461                                                  Masterâ\200\231s   1000-9,999 
## 3462                                                Bachelorâ\200\231s          <NA>
## 3463                                                    Doctoral       50-249 
## 3464                                                Professional         0-49 
## 3465                                                Bachelorâ\200\231s         0-49 
## 3466                                                    Doctoral     > 10,000 
## 3467                                                  Masterâ\200\231s         0-49 
## 3468                                                  Masterâ\200\231s      250-999 
## 3469                                                  Masterâ\200\231s   1000-9,999 
## 3470                                                Bachelorâ\200\231s          <NA>
## 3471                                                  Masterâ\200\231s     > 10,000 
## 3472                                                  Masterâ\200\231s          <NA>
## 3473                                                  Masterâ\200\231s   1000-9,999 
## 3474                                                    Doctoral       50-249 
## 3475                                                    Doctoral   1000-9,999 
## 3476                                                  Masterâ\200\231s       50-249 
## 3477                                                  Masterâ\200\231s       50-249 
## 3478                                                Bachelorâ\200\231s          <NA>
## 3479                                                  Masterâ\200\231s         0-49 
## 3480                                                    Doctoral   1000-9,999 
## 3481                                                  Masterâ\200\231s         0-49 
## 3482                                                Bachelorâ\200\231s          <NA>
## 3483                                                Bachelorâ\200\231s          <NA>
## 3484 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 3485                                                    Doctoral          <NA>
## 3486                                                    Doctoral      250-999 
## 3487                                                  Masterâ\200\231s       50-249 
## 3488                                                Bachelorâ\200\231s         0-49 
## 3489                                                  Masterâ\200\231s   1000-9,999 
## 3490                                                  Masterâ\200\231s   1000-9,999 
## 3491                                                    Doctoral     > 10,000 
## 3492                                                  Masterâ\200\231s         0-49 
## 3493                                                Bachelorâ\200\231s     > 10,000 
## 3494                                                    Doctoral         0-49 
## 3495                                                  Masterâ\200\231s       50-249 
## 3496                                                Bachelorâ\200\231s          <NA>
## 3497                                                Bachelorâ\200\231s      250-999 
## 3498                                                Bachelorâ\200\231s          <NA>
## 3499                                                  Masterâ\200\231s     > 10,000 
## 3500                                                    Doctoral   1000-9,999 
## 3501                                                  Masterâ\200\231s   1000-9,999 
## 3502                                                  Masterâ\200\231s      250-999 
## 3503                                                Professional          <NA>
## 3504                                                  Masterâ\200\231s          <NA>
## 3505                                                  Masterâ\200\231s   1000-9,999 
## 3506                                                Bachelorâ\200\231s         0-49 
## 3507                                                  Masterâ\200\231s         0-49 
## 3508                                                Bachelorâ\200\231s          <NA>
## 3509                                                    Doctoral      250-999 
## 3510                                                  Masterâ\200\231s      250-999 
## 3511                                                Bachelorâ\200\231s      250-999 
## 3512                                                  Masterâ\200\231s   1000-9,999 
## 3513 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 3514                                                    Doctoral   1000-9,999 
## 3515                                                    Doctoral       50-249 
## 3516                                                    Doctoral       50-249 
## 3517                                                  Masterâ\200\231s      250-999 
## 3518                                                  Masterâ\200\231s     > 10,000 
## 3519                                                  Masterâ\200\231s      250-999 
## 3520                                                Bachelorâ\200\231s          <NA>
## 3521                                                    Doctoral       50-249 
## 3522                                                  Masterâ\200\231s     > 10,000 
## 3523                                                Bachelorâ\200\231s         0-49 
## 3524                         No formal education past high school        0-49 
## 3525                                                    Doctoral       50-249 
## 3526                                                Professional         0-49 
## 3527                                       I prefer not to answer     250-999 
## 3528                                                Bachelorâ\200\231s      250-999 
## 3529                                                  Masterâ\200\231s   1000-9,999 
## 3530                                                Bachelorâ\200\231s     > 10,000 
## 3531                                                  Masterâ\200\231s      250-999 
## 3532                                                Bachelorâ\200\231s          <NA>
## 3533                                                    Doctoral     > 10,000 
## 3534                                                  Masterâ\200\231s     > 10,000 
## 3535                                                  Masterâ\200\231s      250-999 
## 3536                                                    Doctoral   1000-9,999 
## 3537                                                    Doctoral         0-49 
## 3538                                                    Doctoral         0-49 
## 3539                                                Bachelorâ\200\231s          <NA>
## 3540                                                  Masterâ\200\231s         0-49 
## 3541                                                  Masterâ\200\231s     > 10,000 
## 3542                                                    Doctoral         0-49 
## 3543                                                Bachelorâ\200\231s       50-249 
## 3544                                                  Masterâ\200\231s       50-249 
## 3545                                                    Doctoral       50-249 
## 3546                                                  Masterâ\200\231s       50-249 
## 3547                                                Bachelorâ\200\231s         0-49 
## 3548                                                Bachelorâ\200\231s   1000-9,999 
## 3549                                                Bachelorâ\200\231s          <NA>
## 3550                                                  Masterâ\200\231s   1000-9,999 
## 3551                                                    Doctoral         0-49 
## 3552                                                  Masterâ\200\231s   1000-9,999 
## 3553                                                Bachelorâ\200\231s         0-49 
## 3554                                                Bachelorâ\200\231s         0-49 
## 3555                                                  Masterâ\200\231s         0-49 
## 3556                                                Bachelorâ\200\231s         0-49 
## 3557                                                  Masterâ\200\231s          <NA>
## 3558                                                    Doctoral       50-249 
## 3559                                                    Doctoral      250-999 
## 3560                                                  Masterâ\200\231s          <NA>
## 3561                                                  Masterâ\200\231s          <NA>
## 3562                                                  Masterâ\200\231s         0-49 
## 3563                                                    Doctoral       50-249 
## 3564                                                  Masterâ\200\231s      250-999 
## 3565                                                  Masterâ\200\231s       50-249 
## 3566                                                  Masterâ\200\231s     > 10,000 
## 3567 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3568                                                Bachelorâ\200\231s         0-49 
## 3569                                                    Doctoral          <NA>
## 3570                                                  Masterâ\200\231s          <NA>
## 3571                                       I prefer not to answer     250-999 
## 3572                                                Bachelorâ\200\231s         0-49 
## 3573                                                    Doctoral       50-249 
## 3574                                                    Doctoral         0-49 
## 3575                                                  Masterâ\200\231s          <NA>
## 3576                                                  Masterâ\200\231s     > 10,000 
## 3577                                                  Masterâ\200\231s     > 10,000 
## 3578                                                  Masterâ\200\231s     > 10,000 
## 3579                                                Bachelorâ\200\231s          <NA>
## 3580                                                Bachelorâ\200\231s          <NA>
## 3581                                                Bachelorâ\200\231s         0-49 
## 3582 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 3583                                                  Masterâ\200\231s       50-249 
## 3584                                                Bachelorâ\200\231s      250-999 
## 3585                                                  Masterâ\200\231s      250-999 
## 3586                                                Bachelorâ\200\231s          <NA>
## 3587                                                  Masterâ\200\231s       50-249 
## 3588                                                  Masterâ\200\231s   1000-9,999 
## 3589                                                Bachelorâ\200\231s          <NA>
## 3590                                                  Masterâ\200\231s         0-49 
## 3591                                                Bachelorâ\200\231s         0-49 
## 3592                                                  Masterâ\200\231s          <NA>
## 3593                                                Bachelorâ\200\231s          <NA>
## 3594                                                  Masterâ\200\231s      250-999 
## 3595                                                Bachelorâ\200\231s         0-49 
## 3596                                                  Masterâ\200\231s         0-49 
## 3597                                                Bachelorâ\200\231s          <NA>
## 3598                                                  Masterâ\200\231s       50-249 
## 3599                                                Bachelorâ\200\231s     > 10,000 
## 3600                                                Bachelorâ\200\231s   1000-9,999 
## 3601                                                  Masterâ\200\231s          <NA>
## 3602                                                  Masterâ\200\231s   1000-9,999 
## 3603                                                  Masterâ\200\231s         0-49 
## 3604                                                  Masterâ\200\231s      250-999 
## 3605                                                Professional      250-999 
## 3606                                                  Masterâ\200\231s         0-49 
## 3607                                                  Masterâ\200\231s      250-999 
## 3608                                                  Masterâ\200\231s   1000-9,999 
## 3609                                                Bachelorâ\200\231s          <NA>
## 3610                                                Bachelorâ\200\231s       50-249 
## 3611                                                  Masterâ\200\231s         0-49 
## 3612                                                  Masterâ\200\231s          <NA>
## 3613                                                    Doctoral     > 10,000 
## 3614                                                  Masterâ\200\231s   1000-9,999 
## 3615                                                Professional         0-49 
## 3616                                                  Masterâ\200\231s   1000-9,999 
## 3617                                                  Masterâ\200\231s         0-49 
## 3618                                                  Masterâ\200\231s         0-49 
## 3619                                                  Masterâ\200\231s          <NA>
## 3620                                                Bachelorâ\200\231s          <NA>
## 3621                                                  Masterâ\200\231s         0-49 
## 3622                                                  Masterâ\200\231s     > 10,000 
## 3623                                                  Masterâ\200\231s          <NA>
## 3624                                                    Doctoral   1000-9,999 
## 3625                                                Bachelorâ\200\231s      250-999 
## 3626                                                Bachelorâ\200\231s       50-249 
## 3627                                       I prefer not to answer     250-999 
## 3628                                                Bachelorâ\200\231s          <NA>
## 3629                                                  Masterâ\200\231s          <NA>
## 3630                                                  Masterâ\200\231s          <NA>
## 3631                                                Professional   1000-9,999 
## 3632                                                  Masterâ\200\231s       50-249 
## 3633                                                  Masterâ\200\231s         0-49 
## 3634                                                  Masterâ\200\231s       50-249 
## 3635                                       I prefer not to answer         <NA>
## 3636                                                  Masterâ\200\231s   1000-9,999 
## 3637                                                    Doctoral          <NA>
## 3638                                                  Masterâ\200\231s     > 10,000 
## 3639                                                  Masterâ\200\231s     > 10,000 
## 3640                                                    Doctoral   1000-9,999 
## 3641                                                  Masterâ\200\231s     > 10,000 
## 3642                                                    Doctoral   1000-9,999 
## 3643 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3644                                                Bachelorâ\200\231s          <NA>
## 3645                                                Bachelorâ\200\231s       50-249 
## 3646                                                Bachelorâ\200\231s         0-49 
## 3647                                                  Masterâ\200\231s      250-999 
## 3648                                                  Masterâ\200\231s   1000-9,999 
## 3649                                                  Masterâ\200\231s   1000-9,999 
## 3650                                                    Doctoral         0-49 
## 3651                                                  Masterâ\200\231s         0-49 
## 3652                                                    Doctoral          <NA>
## 3653                                                    Doctoral      250-999 
## 3654                                                  Masterâ\200\231s         0-49 
## 3655                                                Bachelorâ\200\231s       50-249 
## 3656                                                    Doctoral         0-49 
## 3657                                                  Masterâ\200\231s       50-249 
## 3658                                                  Masterâ\200\231s       50-249 
## 3659                                                Bachelorâ\200\231s          <NA>
## 3660                                                  Masterâ\200\231s   1000-9,999 
## 3661                                                Bachelorâ\200\231s      250-999 
## 3662                                                Bachelorâ\200\231s      250-999 
## 3663                                                  Masterâ\200\231s         0-49 
## 3664                                                    Doctoral     > 10,000 
## 3665                                                Professional          <NA>
## 3666                                                    Doctoral      250-999 
## 3667                                                  Masterâ\200\231s      250-999 
## 3668                                                Bachelorâ\200\231s          <NA>
## 3669                                                    Doctoral          <NA>
## 3670                                                  Masterâ\200\231s   1000-9,999 
## 3671                                                  Masterâ\200\231s          <NA>
## 3672                                                  Masterâ\200\231s     > 10,000 
## 3673 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 3674                                                Bachelorâ\200\231s       50-249 
## 3675                                                Bachelorâ\200\231s          <NA>
## 3676                                                  Masterâ\200\231s          <NA>
## 3677                                                    Doctoral       50-249 
## 3678                                                    Doctoral       50-249 
## 3679                                                Bachelorâ\200\231s         0-49 
## 3680                                                  Masterâ\200\231s      250-999 
## 3681                                                Bachelorâ\200\231s      250-999 
## 3682                                                  Masterâ\200\231s         0-49 
## 3683                                                Bachelorâ\200\231s       50-249 
## 3684                                                  Masterâ\200\231s         0-49 
## 3685                                                  Masterâ\200\231s     > 10,000 
## 3686                                                  Masterâ\200\231s   1000-9,999 
## 3687                                                  Masterâ\200\231s   1000-9,999 
## 3688                                                  Masterâ\200\231s          <NA>
## 3689                                                    Doctoral   1000-9,999 
## 3690                                                    Doctoral      250-999 
## 3691                                                    Doctoral       50-249 
## 3692                                                    Doctoral     > 10,000 
## 3693                                                  Masterâ\200\231s         0-49 
## 3694                                                  Masterâ\200\231s          <NA>
## 3695                                                  Masterâ\200\231s          <NA>
## 3696                                                    Doctoral       50-249 
## 3697                                                    Doctoral     > 10,000 
## 3698                                                  Masterâ\200\231s   1000-9,999 
## 3699                                                    Doctoral         0-49 
## 3700                                                    Doctoral         0-49 
## 3701                                                  Masterâ\200\231s      250-999 
## 3702                                                  Masterâ\200\231s       50-249 
## 3703                                                  Masterâ\200\231s         0-49 
## 3704                                                  Masterâ\200\231s       50-249 
## 3705                                                  Masterâ\200\231s   1000-9,999 
## 3706                                                Bachelorâ\200\231s   1000-9,999 
## 3707                                                  Masterâ\200\231s         0-49 
## 3708                                                  Masterâ\200\231s         0-49 
## 3709                                                    Doctoral       50-249 
## 3710                                                    Doctoral     > 10,000 
## 3711                                                Bachelorâ\200\231s       50-249 
## 3712                                                Bachelorâ\200\231s         0-49 
## 3713                                                Bachelorâ\200\231s          <NA>
## 3714                                                Bachelorâ\200\231s          <NA>
## 3715                                                    Doctoral   1000-9,999 
## 3716                                                    Doctoral   1000-9,999 
## 3717                                                  Masterâ\200\231s   1000-9,999 
## 3718                                                    Doctoral     > 10,000 
## 3719                                                  Masterâ\200\231s     > 10,000 
## 3720                                                Bachelorâ\200\231s   1000-9,999 
## 3721                                                  Masterâ\200\231s         0-49 
## 3722                                                Bachelorâ\200\231s          <NA>
## 3723                                                  Masterâ\200\231s         0-49 
## 3724 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3725                                                Bachelorâ\200\231s     > 10,000 
## 3726                                                Bachelorâ\200\231s          <NA>
## 3727                                                  Masterâ\200\231s          <NA>
## 3728                         No formal education past high school         <NA>
## 3729                                                  Masterâ\200\231s       50-249 
## 3730                                                Bachelorâ\200\231s         0-49 
## 3731                                                  Masterâ\200\231s          <NA>
## 3732                                                  Masterâ\200\231s   1000-9,999 
## 3733                                                  Masterâ\200\231s      250-999 
## 3734                                                  Masterâ\200\231s         0-49 
## 3735                                                  Masterâ\200\231s          <NA>
## 3736                                                Bachelorâ\200\231s   1000-9,999 
## 3737                                                Professional       50-249 
## 3738                                                  Masterâ\200\231s       50-249 
## 3739 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 3740                         No formal education past high school        0-49 
## 3741                                                  Masterâ\200\231s          <NA>
## 3742                                                  Masterâ\200\231s      250-999 
## 3743                                                  Masterâ\200\231s         0-49 
## 3744                                                  Masterâ\200\231s         0-49 
## 3745                                                  Masterâ\200\231s         0-49 
## 3746                                                  Masterâ\200\231s       50-249 
## 3747                                                Bachelorâ\200\231s       50-249 
## 3748                                                    Doctoral         0-49 
## 3749                                                Bachelorâ\200\231s      250-999 
## 3750                                                Bachelorâ\200\231s     > 10,000 
## 3751                                                  Masterâ\200\231s      250-999 
## 3752                                                  Masterâ\200\231s         0-49 
## 3753                                                  Masterâ\200\231s   1000-9,999 
## 3754                                                  Masterâ\200\231s         0-49 
## 3755                                                  Masterâ\200\231s         0-49 
## 3756 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 3757                                                    Doctoral     > 10,000 
## 3758 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3759                                                Bachelorâ\200\231s          <NA>
## 3760                                                  Masterâ\200\231s      250-999 
## 3761                                                Professional       50-249 
## 3762                                                  Masterâ\200\231s         0-49 
## 3763                                                  Masterâ\200\231s      250-999 
## 3764                                                Professional     > 10,000 
## 3765                                                Bachelorâ\200\231s          <NA>
## 3766 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 3767                                                Bachelorâ\200\231s     > 10,000 
## 3768                                                  Masterâ\200\231s       50-249 
## 3769                                                Bachelorâ\200\231s          <NA>
## 3770                                                  Masterâ\200\231s      250-999 
## 3771                                                  Masterâ\200\231s   1000-9,999 
## 3772                                                    Doctoral       50-249 
## 3773                                       I prefer not to answer        0-49 
## 3774                                                    Doctoral      250-999 
## 3775                                                  Masterâ\200\231s         0-49 
## 3776                                                  Masterâ\200\231s         0-49 
## 3777                                                  Masterâ\200\231s     > 10,000 
## 3778                                                Bachelorâ\200\231s   1000-9,999 
## 3779                                                  Masterâ\200\231s   1000-9,999 
## 3780                                                  Masterâ\200\231s   1000-9,999 
## 3781                                                    Doctoral   1000-9,999 
## 3782                                                Professional       50-249 
## 3783                                                Bachelorâ\200\231s   1000-9,999 
## 3784                                                    Doctoral   1000-9,999 
## 3785                                                Professional          <NA>
## 3786                                                  Masterâ\200\231s      250-999 
## 3787                                                    Doctoral   1000-9,999 
## 3788                                                Bachelorâ\200\231s      250-999 
## 3789                                                Bachelorâ\200\231s         0-49 
## 3790                         No formal education past high school    > 10,000 
## 3791                                                  Masterâ\200\231s      250-999 
## 3792                                                  Masterâ\200\231s   1000-9,999 
## 3793                                                Bachelorâ\200\231s         0-49 
## 3794                                                    Doctoral     > 10,000 
## 3795                                                  Masterâ\200\231s         0-49 
## 3796                                                    Doctoral          <NA>
## 3797                                                  Masterâ\200\231s         0-49 
## 3798 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3799                                                Bachelorâ\200\231s         0-49 
## 3800                                                  Masterâ\200\231s         0-49 
## 3801                                                  Masterâ\200\231s     > 10,000 
## 3802                                                  Masterâ\200\231s     > 10,000 
## 3803                                                  Masterâ\200\231s     > 10,000 
## 3804                                                  Masterâ\200\231s      250-999 
## 3805                                                Professional         0-49 
## 3806                                                    Doctoral         0-49 
## 3807 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 3808                                                    Doctoral         0-49 
## 3809                                                    Doctoral         0-49 
## 3810                                                Bachelorâ\200\231s         0-49 
## 3811                                                Professional         0-49 
## 3812                                                Bachelorâ\200\231s          <NA>
## 3813                                                  Masterâ\200\231s       50-249 
## 3814                                                  Masterâ\200\231s     > 10,000 
## 3815                                                Professional      250-999 
## 3816                                                    Doctoral         0-49 
## 3817                                                  Masterâ\200\231s     > 10,000 
## 3818                                                  Masterâ\200\231s          <NA>
## 3819                                                    Doctoral         0-49 
## 3820                                                Bachelorâ\200\231s          <NA>
## 3821                                                  Masterâ\200\231s         0-49 
## 3822                                                  Masterâ\200\231s         0-49 
## 3823                                                    Doctoral         0-49 
## 3824                                                  Masterâ\200\231s         0-49 
## 3825                                                  Masterâ\200\231s   1000-9,999 
## 3826                                                  Masterâ\200\231s         0-49 
## 3827                                                Bachelorâ\200\231s         0-49 
## 3828                                       I prefer not to answer      50-249 
## 3829                                                Bachelorâ\200\231s         0-49 
## 3830                                                  Masterâ\200\231s          <NA>
## 3831                                                  Masterâ\200\231s   1000-9,999 
## 3832                                                  Masterâ\200\231s         0-49 
## 3833                                                Bachelorâ\200\231s      250-999 
## 3834                                                Bachelorâ\200\231s          <NA>
## 3835 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 3836                                                    Doctoral          <NA>
## 3837                                                Bachelorâ\200\231s     > 10,000 
## 3838                                                    Doctoral   1000-9,999 
## 3839                                                  Masterâ\200\231s      250-999 
## 3840                                                Bachelorâ\200\231s      250-999 
## 3841                                                  Masterâ\200\231s   1000-9,999 
## 3842                                                  Masterâ\200\231s       50-249 
## 3843                         No formal education past high school         <NA>
## 3844                                                  Masterâ\200\231s         0-49 
## 3845                                                  Masterâ\200\231s       50-249 
## 3846                                       I prefer not to answer         <NA>
## 3847                                                    Doctoral         0-49 
## 3848                                                  Masterâ\200\231s       50-249 
## 3849                                                  Masterâ\200\231s         0-49 
## 3850                                                  Masterâ\200\231s          <NA>
## 3851                                                    Doctoral      250-999 
## 3852                                                Bachelorâ\200\231s       50-249 
## 3853                                                  Masterâ\200\231s         0-49 
## 3854                                                    Doctoral   1000-9,999 
## 3855                                                Bachelorâ\200\231s          <NA>
## 3856                                                Bachelorâ\200\231s       50-249 
## 3857                                                    Doctoral   1000-9,999 
## 3858                                                  Masterâ\200\231s   1000-9,999 
## 3859                                                  Masterâ\200\231s     > 10,000 
## 3860                                                  Masterâ\200\231s      250-999 
## 3861                                                  Masterâ\200\231s         0-49 
## 3862                                                  Masterâ\200\231s         0-49 
## 3863                                       I prefer not to answer         <NA>
## 3864                                                  Masterâ\200\231s         0-49 
## 3865                                                  Masterâ\200\231s     > 10,000 
## 3866                                                  Masterâ\200\231s      250-999 
## 3867                                                    Doctoral      250-999 
## 3868                                                  Masterâ\200\231s     > 10,000 
## 3869                                                  Masterâ\200\231s          <NA>
## 3870                                                    Doctoral         0-49 
## 3871                                                Bachelorâ\200\231s          <NA>
## 3872                                                Bachelorâ\200\231s          <NA>
## 3873                                                Bachelorâ\200\231s   1000-9,999 
## 3874                                                  Masterâ\200\231s         0-49 
## 3875                                                  Masterâ\200\231s       50-249 
## 3876                                                  Masterâ\200\231s       50-249 
## 3877                                                Bachelorâ\200\231s          <NA>
## 3878                                                    Doctoral      250-999 
## 3879                                                Bachelorâ\200\231s          <NA>
## 3880                                                  Masterâ\200\231s          <NA>
## 3881                                                  Masterâ\200\231s         0-49 
## 3882                                                Bachelorâ\200\231s      250-999 
## 3883                                                  Masterâ\200\231s          <NA>
## 3884 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 3885                                                  Masterâ\200\231s       50-249 
## 3886                                                    Doctoral         0-49 
## 3887                                                Bachelorâ\200\231s          <NA>
## 3888 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3889                                                  Masterâ\200\231s   1000-9,999 
## 3890                                                  Masterâ\200\231s          <NA>
## 3891                                                    Doctoral     > 10,000 
## 3892                                                  Masterâ\200\231s       50-249 
## 3893                                                Bachelorâ\200\231s         0-49 
## 3894                                                  Masterâ\200\231s         0-49 
## 3895                                                  Masterâ\200\231s          <NA>
## 3896                                                Professional       50-249 
## 3897                                                    Doctoral         0-49 
## 3898                                                Bachelorâ\200\231s          <NA>
## 3899                                                  Masterâ\200\231s         0-49 
## 3900                                                  Masterâ\200\231s       50-249 
## 3901                                                  Masterâ\200\231s         0-49 
## 3902                                                  Masterâ\200\231s          <NA>
## 3903                                                  Masterâ\200\231s          <NA>
## 3904                                                  Masterâ\200\231s         0-49 
## 3905                                                  Masterâ\200\231s      250-999 
## 3906                                                  Masterâ\200\231s          <NA>
## 3907                                                  Masterâ\200\231s     > 10,000 
## 3908                                                  Masterâ\200\231s   1000-9,999 
## 3909                                                  Masterâ\200\231s       50-249 
## 3910                                                Bachelorâ\200\231s         0-49 
## 3911                                                Bachelorâ\200\231s         0-49 
## 3912                                                Bachelorâ\200\231s   1000-9,999 
## 3913                                                  Masterâ\200\231s      250-999 
## 3914                                                    Doctoral         0-49 
## 3915                                                Bachelorâ\200\231s      250-999 
## 3916                                                    Doctoral     > 10,000 
## 3917                                                  Masterâ\200\231s         0-49 
## 3918                         No formal education past high school        0-49 
## 3919                                                Bachelorâ\200\231s       50-249 
## 3920                                                  Masterâ\200\231s       50-249 
## 3921                                                Professional         0-49 
## 3922                                                    Doctoral         0-49 
## 3923                                                Bachelorâ\200\231s       50-249 
## 3924                                                  Masterâ\200\231s     > 10,000 
## 3925                                                  Masterâ\200\231s   1000-9,999 
## 3926                                                  Masterâ\200\231s      250-999 
## 3927                                                  Masterâ\200\231s         0-49 
## 3928                                                    Doctoral       50-249 
## 3929                                                  Masterâ\200\231s      250-999 
## 3930                                                  Masterâ\200\231s   1000-9,999 
## 3931                                                  Masterâ\200\231s   1000-9,999 
## 3932                                                  Masterâ\200\231s   1000-9,999 
## 3933                                                Bachelorâ\200\231s     > 10,000 
## 3934                                                  Masterâ\200\231s   1000-9,999 
## 3935                                                Bachelorâ\200\231s         0-49 
## 3936                                                  Masterâ\200\231s      250-999 
## 3937                                                Bachelorâ\200\231s          <NA>
## 3938                                                Bachelorâ\200\231s   1000-9,999 
## 3939                                                  Masterâ\200\231s       50-249 
## 3940                                       I prefer not to answer  1000-9,999 
## 3941                                                Bachelorâ\200\231s         0-49 
## 3942                                                  Masterâ\200\231s         0-49 
## 3943                                                  Masterâ\200\231s          <NA>
## 3944                                                Professional       50-249 
## 3945                                                  Masterâ\200\231s      250-999 
## 3946                                                  Masterâ\200\231s       50-249 
## 3947                                                  Masterâ\200\231s      250-999 
## 3948                                                  Masterâ\200\231s     > 10,000 
## 3949                                                  Masterâ\200\231s   1000-9,999 
## 3950                                                Bachelorâ\200\231s          <NA>
## 3951                                                  Masterâ\200\231s          <NA>
## 3952                                                  Masterâ\200\231s      250-999 
## 3953                                                  Masterâ\200\231s   1000-9,999 
## 3954                                                    Doctoral         0-49 
## 3955                                                    Doctoral          <NA>
## 3956                                                  Masterâ\200\231s         0-49 
## 3957                                                Bachelorâ\200\231s         0-49 
## 3958                                       I prefer not to answer         <NA>
## 3959                                                Bachelorâ\200\231s       50-249 
## 3960                                                Bachelorâ\200\231s       50-249 
## 3961                                                  Masterâ\200\231s         0-49 
## 3962                                                  Masterâ\200\231s      250-999 
## 3963                                                  Masterâ\200\231s      250-999 
## 3964                                                  Masterâ\200\231s          <NA>
## 3965                                                  Masterâ\200\231s         0-49 
## 3966                                                  Masterâ\200\231s       50-249 
## 3967                                                  Masterâ\200\231s      250-999 
## 3968                                                  Masterâ\200\231s          <NA>
## 3969                                                  Masterâ\200\231s         0-49 
## 3970                                                Professional         0-49 
## 3971                                                  Masterâ\200\231s   1000-9,999 
## 3972                                                Bachelorâ\200\231s         0-49 
## 3973                                                  Masterâ\200\231s     > 10,000 
## 3974                                                  Masterâ\200\231s      250-999 
## 3975                                                  Masterâ\200\231s     > 10,000 
## 3976                                                  Masterâ\200\231s         0-49 
## 3977                                                  Masterâ\200\231s       50-249 
## 3978                                                  Masterâ\200\231s         0-49 
## 3979                                                  Masterâ\200\231s       50-249 
## 3980                                                  Masterâ\200\231s      250-999 
## 3981 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3982                         No formal education past high school        0-49 
## 3983                                                Bachelorâ\200\231s         0-49 
## 3984                                                Bachelorâ\200\231s          <NA>
## 3985                                                  Masterâ\200\231s       50-249 
## 3986                                                  Masterâ\200\231s          <NA>
## 3987                                                Bachelorâ\200\231s     > 10,000 
## 3988                                                Bachelorâ\200\231s          <NA>
## 3989                                                Bachelorâ\200\231s         0-49 
## 3990                                                    Doctoral   1000-9,999 
## 3991                                                  Masterâ\200\231s     > 10,000 
## 3992                                                    Doctoral   1000-9,999 
## 3993                                                Bachelorâ\200\231s     > 10,000 
## 3994                                                  Masterâ\200\231s      250-999 
## 3995                                                    Doctoral         0-49 
## 3996                                                  Masterâ\200\231s     > 10,000 
## 3997                                                Professional          <NA>
## 3998                                                  Masterâ\200\231s   1000-9,999 
## 3999                                                Bachelorâ\200\231s     > 10,000 
## 4000                                                    Doctoral         0-49 
## 4001                                                Bachelorâ\200\231s     > 10,000 
## 4002                                                  Masterâ\200\231s      250-999 
## 4003 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 4004                                                    Doctoral      250-999 
## 4005                                                  Masterâ\200\231s         0-49 
## 4006                                                    Doctoral         0-49 
## 4007                                                  Masterâ\200\231s       50-249 
## 4008                                                Bachelorâ\200\231s         0-49 
## 4009                                                Bachelorâ\200\231s      250-999 
## 4010                                                  Masterâ\200\231s          <NA>
## 4011                                                  Masterâ\200\231s          <NA>
## 4012 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4013                                                  Masterâ\200\231s          <NA>
## 4014                                                Bachelorâ\200\231s       50-249 
## 4015                                                Bachelorâ\200\231s      250-999 
## 4016                                                  Masterâ\200\231s      250-999 
## 4017                                                Bachelorâ\200\231s   1000-9,999 
## 4018                                                Bachelorâ\200\231s       50-249 
## 4019 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4020                                                  Masterâ\200\231s       50-249 
## 4021                                                  Masterâ\200\231s      250-999 
## 4022                                                    Doctoral         0-49 
## 4023                                                  Masterâ\200\231s       50-249 
## 4024                                                  Masterâ\200\231s     > 10,000 
## 4025                                                  Masterâ\200\231s     > 10,000 
## 4026                                                  Masterâ\200\231s   1000-9,999 
## 4027                                                    Doctoral     > 10,000 
## 4028                                                  Masterâ\200\231s         0-49 
## 4029                                                  Masterâ\200\231s     > 10,000 
## 4030                                                    Doctoral   1000-9,999 
## 4031                                                    Doctoral      250-999 
## 4032                                                  Masterâ\200\231s         0-49 
## 4033                                                Bachelorâ\200\231s     > 10,000 
## 4034                                       I prefer not to answer  1000-9,999 
## 4035                                                  Masterâ\200\231s       50-249 
## 4036                                                  Masterâ\200\231s      250-999 
## 4037                                                  Masterâ\200\231s   1000-9,999 
## 4038                                       I prefer not to answer         <NA>
## 4039                                                  Masterâ\200\231s     > 10,000 
## 4040                                                  Masterâ\200\231s         0-49 
## 4041                                                  Masterâ\200\231s     > 10,000 
## 4042                                                    Doctoral   1000-9,999 
## 4043                                                    Doctoral         0-49 
## 4044                                                  Masterâ\200\231s          <NA>
## 4045                                                  Masterâ\200\231s          <NA>
## 4046                                                  Masterâ\200\231s      250-999 
## 4047                                                  Masterâ\200\231s      250-999 
## 4048                                                  Masterâ\200\231s          <NA>
## 4049                                                  Masterâ\200\231s          <NA>
## 4050                                                Bachelorâ\200\231s         0-49 
## 4051                                                Professional      250-999 
## 4052                                                  Masterâ\200\231s      250-999 
## 4053                                                    Doctoral      250-999 
## 4054                                                  Masterâ\200\231s       50-249 
## 4055                                                  Masterâ\200\231s   1000-9,999 
## 4056                                                  Masterâ\200\231s         0-49 
## 4057                                                Bachelorâ\200\231s       50-249 
## 4058 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 4059                                                  Masterâ\200\231s   1000-9,999 
## 4060                                                  Masterâ\200\231s         0-49 
## 4061                                                  Masterâ\200\231s         0-49 
## 4062                                                  Masterâ\200\231s     > 10,000 
## 4063                                                Bachelorâ\200\231s   1000-9,999 
## 4064                                                  Masterâ\200\231s         0-49 
## 4065                                                  Masterâ\200\231s          <NA>
## 4066                                                  Masterâ\200\231s       50-249 
## 4067                                                  Masterâ\200\231s   1000-9,999 
## 4068                                                  Masterâ\200\231s         0-49 
## 4069 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 4070                                                  Masterâ\200\231s       50-249 
## 4071                                                Bachelorâ\200\231s          <NA>
## 4072                                                    Doctoral      250-999 
## 4073                                                  Masterâ\200\231s         0-49 
## 4074                                                    Doctoral      250-999 
## 4075                                                    Doctoral          <NA>
## 4076                                                  Masterâ\200\231s     > 10,000 
## 4077                                                    Doctoral       50-249 
## 4078                                                  Masterâ\200\231s      250-999 
## 4079                                                    Doctoral      250-999 
## 4080 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 4081                                                    Doctoral   1000-9,999 
## 4082                                                Bachelorâ\200\231s          <NA>
## 4083                                                  Masterâ\200\231s          <NA>
## 4084                                                  Masterâ\200\231s         0-49 
## 4085                                                  Masterâ\200\231s       50-249 
## 4086                                                Bachelorâ\200\231s         0-49 
## 4087                                                  Masterâ\200\231s       50-249 
## 4088                                                  Masterâ\200\231s   1000-9,999 
## 4089                                                  Masterâ\200\231s         0-49 
## 4090                                       I prefer not to answer      50-249 
## 4091                                                Bachelorâ\200\231s      250-999 
## 4092                                                  Masterâ\200\231s   1000-9,999 
## 4093                                                Bachelorâ\200\231s          <NA>
## 4094                                                    Doctoral   1000-9,999 
## 4095                                                Bachelorâ\200\231s          <NA>
## 4096                                                Bachelorâ\200\231s     > 10,000 
## 4097                                                  Masterâ\200\231s          <NA>
## 4098 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 4099                                                  Masterâ\200\231s       50-249 
## 4100                                                  Masterâ\200\231s         0-49 
## 4101                                                  Masterâ\200\231s      250-999 
## 4102                                                  Masterâ\200\231s          <NA>
## 4103                                                  Masterâ\200\231s         0-49 
## 4104                                                  Masterâ\200\231s      250-999 
## 4105                                                  Masterâ\200\231s          <NA>
## 4106                                                  Masterâ\200\231s          <NA>
## 4107                                                  Masterâ\200\231s         0-49 
## 4108                                                Bachelorâ\200\231s         0-49 
## 4109                         No formal education past high school         <NA>
## 4110                                                    Doctoral   1000-9,999 
## 4111                                                  Masterâ\200\231s      250-999 
## 4112                                                Bachelorâ\200\231s       50-249 
## 4113                                                Bachelorâ\200\231s         0-49 
## 4114                                                    Doctoral      250-999 
## 4115                                       I prefer not to answer        0-49 
## 4116                                                  Masterâ\200\231s         0-49 
## 4117                                                  Masterâ\200\231s   1000-9,999 
## 4118                                                    Doctoral         0-49 
## 4119                                                  Masterâ\200\231s     > 10,000 
## 4120                                                    Doctoral   1000-9,999 
## 4121                                                  Masterâ\200\231s       50-249 
## 4122                                                    Doctoral       50-249 
## 4123                                                  Masterâ\200\231s   1000-9,999 
## 4124                                                    Doctoral       50-249 
## 4125                                                  Masterâ\200\231s          <NA>
## 4126                                                  Masterâ\200\231s         0-49 
## 4127                                                Bachelorâ\200\231s     > 10,000 
## 4128                                                  Masterâ\200\231s       50-249 
## 4129                                                  Masterâ\200\231s         0-49 
## 4130                                                Professional          <NA>
## 4131                                                Bachelorâ\200\231s          <NA>
## 4132                                       I prefer not to answer         <NA>
## 4133                                                  Masterâ\200\231s          <NA>
## 4134                                                    Doctoral   1000-9,999 
## 4135                                                  Masterâ\200\231s         0-49 
## 4136                                       I prefer not to answer        0-49 
## 4137 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4138                                                    Doctoral         0-49 
## 4139                                                  Masterâ\200\231s         0-49 
## 4140                                                  Masterâ\200\231s     > 10,000 
## 4141                                                    Doctoral          <NA>
## 4142                                                Bachelorâ\200\231s          <NA>
## 4143                                                    Doctoral      250-999 
## 4144                                                Bachelorâ\200\231s          <NA>
## 4145                                                Bachelorâ\200\231s          <NA>
## 4146                                                  Masterâ\200\231s       50-249 
## 4147                                                  Masterâ\200\231s       50-249 
## 4148                                                Bachelorâ\200\231s     > 10,000 
## 4149                                                  Masterâ\200\231s          <NA>
## 4150                                                Bachelorâ\200\231s          <NA>
## 4151                                                Bachelorâ\200\231s          <NA>
## 4152                                                  Masterâ\200\231s          <NA>
## 4153                                                Bachelorâ\200\231s   1000-9,999 
## 4154 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4155                                                  Masterâ\200\231s       50-249 
## 4156                                                  Masterâ\200\231s     > 10,000 
## 4157                                                  Masterâ\200\231s          <NA>
## 4158                                                Bachelorâ\200\231s         0-49 
## 4159                                                    Doctoral          <NA>
## 4160                                                Bachelorâ\200\231s     > 10,000 
## 4161                                                Bachelorâ\200\231s          <NA>
## 4162                                                  Masterâ\200\231s         0-49 
## 4163                                                    Doctoral          <NA>
## 4164                                                  Masterâ\200\231s         0-49 
## 4165                                                  Masterâ\200\231s         0-49 
## 4166                                                  Masterâ\200\231s     > 10,000 
## 4167                                                  Masterâ\200\231s     > 10,000 
## 4168                                                    Doctoral         0-49 
## 4169                                                Bachelorâ\200\231s          <NA>
## 4170                                                    Doctoral         0-49 
## 4171                                                    Doctoral         0-49 
## 4172                                                  Masterâ\200\231s   1000-9,999 
## 4173                                                  Masterâ\200\231s       50-249 
## 4174                                                  Masterâ\200\231s         0-49 
## 4175                                                    Doctoral      250-999 
## 4176                                                    Doctoral     > 10,000 
## 4177                                                Bachelorâ\200\231s   1000-9,999 
## 4178                                                Bachelorâ\200\231s          <NA>
## 4179                                                  Masterâ\200\231s       50-249 
## 4180                                                  Masterâ\200\231s         0-49 
## 4181                                                  Masterâ\200\231s     > 10,000 
## 4182                                                  Masterâ\200\231s         0-49 
## 4183                                                  Masterâ\200\231s     > 10,000 
## 4184                                                Bachelorâ\200\231s          <NA>
## 4185                                                  Masterâ\200\231s         0-49 
## 4186                                                    Doctoral       50-249 
## 4187                                                Bachelorâ\200\231s     > 10,000 
## 4188                                                Bachelorâ\200\231s          <NA>
## 4189                                                  Masterâ\200\231s         0-49 
## 4190                                                  Masterâ\200\231s         0-49 
## 4191                                                  Masterâ\200\231s       50-249 
## 4192 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4193                                                Bachelorâ\200\231s         0-49 
## 4194                                                    Doctoral   1000-9,999 
## 4195                                                  Masterâ\200\231s     > 10,000 
## 4196                                                  Masterâ\200\231s      250-999 
## 4197                                                Bachelorâ\200\231s   1000-9,999 
## 4198                                                  Masterâ\200\231s         0-49 
## 4199                                                Bachelorâ\200\231s         0-49 
## 4200                                                  Masterâ\200\231s          <NA>
## 4201                                                Bachelorâ\200\231s      250-999 
## 4202                                                    Doctoral   1000-9,999 
## 4203                                                  Masterâ\200\231s          <NA>
## 4204                                                Bachelorâ\200\231s          <NA>
## 4205                                                  Masterâ\200\231s     > 10,000 
## 4206                                                Bachelorâ\200\231s          <NA>
## 4207                                                Bachelorâ\200\231s          <NA>
## 4208                                                  Masterâ\200\231s       50-249 
## 4209                                                Bachelorâ\200\231s         0-49 
## 4210                                                Bachelorâ\200\231s      250-999 
## 4211                                                Bachelorâ\200\231s     > 10,000 
## 4212                         No formal education past high school        0-49 
## 4213                                                    Doctoral   1000-9,999 
## 4214                                                  Masterâ\200\231s   1000-9,999 
## 4215                                                  Masterâ\200\231s      250-999 
## 4216                                                Bachelorâ\200\231s     > 10,000 
## 4217                                                Bachelorâ\200\231s          <NA>
## 4218                                                  Masterâ\200\231s     > 10,000 
## 4219                                                Bachelorâ\200\231s     > 10,000 
## 4220                                                Bachelorâ\200\231s   1000-9,999 
## 4221                                                  Masterâ\200\231s         0-49 
## 4222                                                    Doctoral       50-249 
## 4223                                                Bachelorâ\200\231s         0-49 
## 4224                                                  Masterâ\200\231s         0-49 
## 4225                                                Bachelorâ\200\231s      250-999 
## 4226                                                    Doctoral      250-999 
## 4227                                                  Masterâ\200\231s          <NA>
## 4228                                                  Masterâ\200\231s          <NA>
## 4229                                                Bachelorâ\200\231s     > 10,000 
## 4230                                                    Doctoral       50-249 
## 4231                                                  Masterâ\200\231s     > 10,000 
## 4232                                                  Masterâ\200\231s       50-249 
## 4233                                                  Masterâ\200\231s      250-999 
## 4234                                                Bachelorâ\200\231s          <NA>
## 4235                                                  Masterâ\200\231s     > 10,000 
## 4236                                                  Masterâ\200\231s         0-49 
## 4237                                                    Doctoral   1000-9,999 
## 4238                                                    Doctoral          <NA>
## 4239                                                Bachelorâ\200\231s          <NA>
## 4240                                                  Masterâ\200\231s         0-49 
## 4241                                                  Masterâ\200\231s      250-999 
## 4242                                                  Masterâ\200\231s          <NA>
## 4243                                                  Masterâ\200\231s     > 10,000 
## 4244                                                    Doctoral      250-999 
## 4245                                                  Masterâ\200\231s     > 10,000 
## 4246                                                  Masterâ\200\231s       50-249 
## 4247                                                    Doctoral       50-249 
## 4248                                                Bachelorâ\200\231s         0-49 
## 4249                                                    Doctoral   1000-9,999 
## 4250                                                Bachelorâ\200\231s          <NA>
## 4251                                                  Masterâ\200\231s         0-49 
## 4252 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 4253                                                  Masterâ\200\231s         0-49 
## 4254                                                Bachelorâ\200\231s         0-49 
## 4255                                                Bachelorâ\200\231s          <NA>
## 4256                                                  Masterâ\200\231s         0-49 
## 4257                                                Bachelorâ\200\231s      250-999 
## 4258                                                  Masterâ\200\231s       50-249 
## 4259                                                  Masterâ\200\231s   1000-9,999 
## 4260                                                Bachelorâ\200\231s   1000-9,999 
## 4261                                                    Doctoral   1000-9,999 
## 4262                                                  Masterâ\200\231s         0-49 
## 4263                                                    Doctoral          <NA>
## 4264                                                Bachelorâ\200\231s     > 10,000 
## 4265                                                  Masterâ\200\231s      250-999 
## 4266                                                  Masterâ\200\231s         0-49 
## 4267                                                Bachelorâ\200\231s         0-49 
## 4268 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4269                                                  Masterâ\200\231s          <NA>
## 4270                                                  Masterâ\200\231s       50-249 
## 4271                                                Professional     > 10,000 
## 4272                                                Professional         0-49 
## 4273                                                  Masterâ\200\231s          <NA>
## 4274                                                  Masterâ\200\231s          <NA>
## 4275                                       I prefer not to answer         <NA>
## 4276                                       I prefer not to answer         <NA>
## 4277                                                  Masterâ\200\231s         0-49 
## 4278                                                Bachelorâ\200\231s          <NA>
## 4279                                                  Masterâ\200\231s          <NA>
## 4280                                                  Masterâ\200\231s         0-49 
## 4281 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4282                                                  Masterâ\200\231s         0-49 
## 4283                                                    Doctoral   1000-9,999 
## 4284                                                    Doctoral      250-999 
## 4285                                                    Doctoral   1000-9,999 
## 4286                                                Bachelorâ\200\231s         0-49 
## 4287                                                    Doctoral      250-999 
## 4288                                                  Masterâ\200\231s         0-49 
## 4289                                                    Doctoral       50-249 
## 4290                                                Bachelorâ\200\231s         0-49 
## 4291                                                Bachelorâ\200\231s       50-249 
## 4292                                                Bachelorâ\200\231s         0-49 
## 4293 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4294                                                Bachelorâ\200\231s         0-49 
## 4295                                                Bachelorâ\200\231s          <NA>
## 4296 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4297                                                  Masterâ\200\231s   1000-9,999 
## 4298                                                Bachelorâ\200\231s   1000-9,999 
## 4299                                                  Masterâ\200\231s   1000-9,999 
## 4300                                                Bachelorâ\200\231s       50-249 
## 4301                                                Professional     > 10,000 
## 4302                                                Bachelorâ\200\231s          <NA>
## 4303                                                  Masterâ\200\231s          <NA>
## 4304                                                Bachelorâ\200\231s         0-49 
## 4305                                                  Masterâ\200\231s   1000-9,999 
## 4306                                                  Masterâ\200\231s         0-49 
## 4307                                                  Masterâ\200\231s   1000-9,999 
## 4308                                                  Masterâ\200\231s         0-49 
## 4309                                                  Masterâ\200\231s     > 10,000 
## 4310                                                  Masterâ\200\231s          <NA>
## 4311                                                  Masterâ\200\231s          <NA>
## 4312                                                  Masterâ\200\231s         0-49 
## 4313                                                    Doctoral      250-999 
## 4314                                                  Masterâ\200\231s   1000-9,999 
## 4315                                                Bachelorâ\200\231s          <NA>
## 4316                                                    Doctoral   1000-9,999 
## 4317                                                Bachelorâ\200\231s          <NA>
## 4318                                                Bachelorâ\200\231s       50-249 
## 4319                                                Bachelorâ\200\231s         0-49 
## 4320                                                    Doctoral   1000-9,999 
## 4321                                                Bachelorâ\200\231s      250-999 
## 4322                                                Bachelorâ\200\231s         0-49 
## 4323                                                Professional   1000-9,999 
## 4324                                                  Masterâ\200\231s     > 10,000 
## 4325                                                  Masterâ\200\231s      250-999 
## 4326                                                Bachelorâ\200\231s     > 10,000 
## 4327                                                Bachelorâ\200\231s     > 10,000 
## 4328                                                    Doctoral      250-999 
## 4329                                                Bachelorâ\200\231s         0-49 
## 4330                                                  Masterâ\200\231s         0-49 
## 4331                                                  Masterâ\200\231s       50-249 
## 4332                                                  Masterâ\200\231s       50-249 
## 4333                                                  Masterâ\200\231s         0-49 
## 4334                                                Bachelorâ\200\231s          <NA>
## 4335                                                Bachelorâ\200\231s   1000-9,999 
## 4336                                                  Masterâ\200\231s   1000-9,999 
## 4337                                                  Masterâ\200\231s   1000-9,999 
## 4338                                                  Masterâ\200\231s   1000-9,999 
## 4339                                                Bachelorâ\200\231s         0-49 
## 4340                                                    Doctoral   1000-9,999 
## 4341                                                  Masterâ\200\231s         0-49 
## 4342                                                  Masterâ\200\231s         0-49 
## 4343 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4344                                                Bachelorâ\200\231s         0-49 
## 4345                                                Bachelorâ\200\231s          <NA>
## 4346                                                    Doctoral         0-49 
## 4347                                                  Masterâ\200\231s   1000-9,999 
## 4348                                                Bachelorâ\200\231s         0-49 
## 4349                                                    Doctoral         0-49 
## 4350 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 4351                                                  Masterâ\200\231s   1000-9,999 
## 4352 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4353                                                Bachelorâ\200\231s          <NA>
## 4354                                                Professional         0-49 
## 4355                                                    Doctoral     > 10,000 
## 4356                                                  Masterâ\200\231s   1000-9,999 
## 4357                                                  Masterâ\200\231s   1000-9,999 
## 4358                                                  Masterâ\200\231s         0-49 
## 4359                                                  Masterâ\200\231s   1000-9,999 
## 4360                                                  Masterâ\200\231s       50-249 
## 4361                                                  Masterâ\200\231s     > 10,000 
## 4362                                                  Masterâ\200\231s         0-49 
## 4363                                                  Masterâ\200\231s     > 10,000 
## 4364                                                  Masterâ\200\231s       50-249 
## 4365                                                  Masterâ\200\231s      250-999 
## 4366                                                  Masterâ\200\231s          <NA>
## 4367                                                  Masterâ\200\231s   1000-9,999 
## 4368                                                Bachelorâ\200\231s          <NA>
## 4369                                                  Masterâ\200\231s      250-999 
## 4370                                                Bachelorâ\200\231s   1000-9,999 
## 4371                                                  Masterâ\200\231s       50-249 
## 4372                                                    Doctoral     > 10,000 
## 4373                                                  Masterâ\200\231s      250-999 
## 4374                                                    Doctoral         0-49 
## 4375                                                  Masterâ\200\231s   1000-9,999 
## 4376                                                  Masterâ\200\231s     > 10,000 
## 4377                                                Bachelorâ\200\231s     > 10,000 
## 4378                                                    Doctoral     > 10,000 
## 4379                                                Bachelorâ\200\231s       50-249 
## 4380                                                    Doctoral     > 10,000 
## 4381                                                Bachelorâ\200\231s         0-49 
## 4382                                                    Doctoral      250-999 
## 4383                                                    Doctoral     > 10,000 
## 4384                                                Bachelorâ\200\231s          <NA>
## 4385                                                Bachelorâ\200\231s     > 10,000 
## 4386                                                  Masterâ\200\231s         0-49 
## 4387                                                Bachelorâ\200\231s      250-999 
## 4388                                                    Doctoral      250-999 
## 4389                                                Bachelorâ\200\231s          <NA>
## 4390                                                  Masterâ\200\231s         0-49 
## 4391                                                Bachelorâ\200\231s          <NA>
## 4392 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4393                                                  Masterâ\200\231s          <NA>
## 4394                                                Bachelorâ\200\231s         0-49 
## 4395                                                  Masterâ\200\231s         0-49 
## 4396                                                  Masterâ\200\231s          <NA>
## 4397                                                  Masterâ\200\231s   1000-9,999 
## 4398                                                Bachelorâ\200\231s          <NA>
## 4399                                                  Masterâ\200\231s      250-999 
## 4400                                                Bachelorâ\200\231s          <NA>
## 4401                                                    Doctoral          <NA>
## 4402                                                Bachelorâ\200\231s   1000-9,999 
## 4403                                                Bachelorâ\200\231s          <NA>
## 4404                                                  Masterâ\200\231s         0-49 
## 4405                                                  Masterâ\200\231s      250-999 
## 4406                                                Bachelorâ\200\231s         0-49 
## 4407                                                  Masterâ\200\231s     > 10,000 
## 4408                                                Bachelorâ\200\231s     > 10,000 
## 4409                                                Bachelorâ\200\231s          <NA>
## 4410                                                Bachelorâ\200\231s          <NA>
## 4411                                                Bachelorâ\200\231s       50-249 
## 4412                                                  Masterâ\200\231s     > 10,000 
## 4413                                                  Masterâ\200\231s      250-999 
## 4414                                                Bachelorâ\200\231s         0-49 
## 4415                                                    Doctoral          <NA>
## 4416                                                Bachelorâ\200\231s   1000-9,999 
## 4417                                                Bachelorâ\200\231s       50-249 
## 4418                                                Bachelorâ\200\231s         0-49 
## 4419                                                Bachelorâ\200\231s     > 10,000 
## 4420                                                Professional          <NA>
## 4421                                                Bachelorâ\200\231s   1000-9,999 
## 4422                                                Bachelorâ\200\231s       50-249 
## 4423                                                  Masterâ\200\231s   1000-9,999 
## 4424 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4425                                                  Masterâ\200\231s       50-249 
## 4426                                                    Doctoral          <NA>
## 4427                                                Bachelorâ\200\231s          <NA>
## 4428                                       I prefer not to answer      50-249 
## 4429                                                  Masterâ\200\231s   1000-9,999 
## 4430                                                  Masterâ\200\231s     > 10,000 
## 4431                                                Bachelorâ\200\231s     > 10,000 
## 4432                                                    Doctoral          <NA>
## 4433                                                  Masterâ\200\231s          <NA>
## 4434                                                  Masterâ\200\231s     > 10,000 
## 4435                                                Bachelorâ\200\231s          <NA>
## 4436                                                Bachelorâ\200\231s      250-999 
## 4437                                                Bachelorâ\200\231s      250-999 
## 4438 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4439                                                    Doctoral     > 10,000 
## 4440                                                Bachelorâ\200\231s     > 10,000 
## 4441                                                  Masterâ\200\231s         0-49 
## 4442                         No formal education past high school         <NA>
## 4443 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 4444                                                Bachelorâ\200\231s          <NA>
## 4445                                                  Masterâ\200\231s     > 10,000 
## 4446                                                  Masterâ\200\231s     > 10,000 
## 4447                                                Bachelorâ\200\231s     > 10,000 
## 4448                                       I prefer not to answer        0-49 
## 4449                                                Bachelorâ\200\231s          <NA>
## 4450                                                  Masterâ\200\231s         0-49 
## 4451                                                  Masterâ\200\231s   1000-9,999 
## 4452                                                  Masterâ\200\231s      250-999 
## 4453                                                Bachelorâ\200\231s         0-49 
## 4454                                                Bachelorâ\200\231s         0-49 
## 4455                                                    Doctoral         0-49 
## 4456                                                Bachelorâ\200\231s       50-249 
## 4457                                                  Masterâ\200\231s   1000-9,999 
## 4458                                                  Masterâ\200\231s     > 10,000 
## 4459                                                  Masterâ\200\231s         0-49 
## 4460                                                Professional         0-49 
## 4461                                                Bachelorâ\200\231s     > 10,000 
## 4462                                                  Masterâ\200\231s      250-999 
## 4463                                                  Masterâ\200\231s     > 10,000 
## 4464                                                  Masterâ\200\231s      250-999 
## 4465                                                Bachelorâ\200\231s     > 10,000 
## 4466                                                  Masterâ\200\231s       50-249 
## 4467                                                  Masterâ\200\231s      250-999 
## 4468                                                Bachelorâ\200\231s          <NA>
## 4469                                                Bachelorâ\200\231s         0-49 
## 4470                                                Bachelorâ\200\231s     > 10,000 
## 4471                                                  Masterâ\200\231s       50-249 
## 4472                                                  Masterâ\200\231s       50-249 
## 4473                                                Bachelorâ\200\231s          <NA>
## 4474                                                  Masterâ\200\231s     > 10,000 
## 4475                                                Bachelorâ\200\231s          <NA>
## 4476 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4477                                                  Masterâ\200\231s     > 10,000 
## 4478                                                  Masterâ\200\231s     > 10,000 
## 4479                                                Bachelorâ\200\231s     > 10,000 
## 4480                                                  Masterâ\200\231s   1000-9,999 
## 4481                                                  Masterâ\200\231s         0-49 
## 4482                                                  Masterâ\200\231s       50-249 
## 4483                                                  Masterâ\200\231s         0-49 
## 4484                                                Professional         0-49 
## 4485                         No formal education past high school      50-249 
## 4486                                                  Masterâ\200\231s     > 10,000 
## 4487                                                Bachelorâ\200\231s          <NA>
## 4488                                       I prefer not to answer    > 10,000 
## 4489                                                  Masterâ\200\231s       50-249 
## 4490                                                    Doctoral     > 10,000 
## 4491                                                  Masterâ\200\231s         0-49 
## 4492                                                  Masterâ\200\231s          <NA>
## 4493                                       I prefer not to answer    > 10,000 
## 4494                                                  Masterâ\200\231s   1000-9,999 
## 4495 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 4496                                                Bachelorâ\200\231s          <NA>
## 4497                                                Bachelorâ\200\231s         0-49 
## 4498                                                  Masterâ\200\231s          <NA>
## 4499                                                Professional         0-49 
## 4500                                                  Masterâ\200\231s       50-249 
## 4501                                                Bachelorâ\200\231s   1000-9,999 
## 4502                                                    Doctoral   1000-9,999 
## 4503                                                Bachelorâ\200\231s         0-49 
## 4504                                                  Masterâ\200\231s         0-49 
## 4505                                                Bachelorâ\200\231s          <NA>
## 4506                         No formal education past high school  1000-9,999 
## 4507                                                Bachelorâ\200\231s     > 10,000 
## 4508                                                Professional       50-249 
## 4509                                                  Masterâ\200\231s     > 10,000 
## 4510                                                  Masterâ\200\231s          <NA>
## 4511                                                Bachelorâ\200\231s          <NA>
## 4512                                                  Masterâ\200\231s     > 10,000 
## 4513                                                    Doctoral       50-249 
## 4514                                                Bachelorâ\200\231s          <NA>
## 4515                                                    Doctoral         0-49 
## 4516                                                  Masterâ\200\231s     > 10,000 
## 4517                                                Bachelorâ\200\231s       50-249 
## 4518                                                Bachelorâ\200\231s   1000-9,999 
## 4519                                                    Doctoral   1000-9,999 
## 4520                                                  Masterâ\200\231s         0-49 
## 4521                                                  Masterâ\200\231s      250-999 
## 4522                                                    Doctoral         0-49 
## 4523                                                Professional          <NA>
## 4524                                                  Masterâ\200\231s       50-249 
## 4525                                                  Masterâ\200\231s      250-999 
## 4526                                                  Masterâ\200\231s   1000-9,999 
## 4527                                                  Masterâ\200\231s      250-999 
## 4528                                                  Masterâ\200\231s       50-249 
## 4529                                                Bachelorâ\200\231s      250-999 
## 4530                                                  Masterâ\200\231s         0-49 
## 4531                                                Bachelorâ\200\231s   1000-9,999 
## 4532                                                  Masterâ\200\231s     > 10,000 
## 4533                                                  Masterâ\200\231s   1000-9,999 
## 4534                                                  Masterâ\200\231s      250-999 
## 4535                                                Bachelorâ\200\231s          <NA>
## 4536                                                  Masterâ\200\231s      250-999 
## 4537                                                  Masterâ\200\231s     > 10,000 
## 4538                                                  Masterâ\200\231s   1000-9,999 
## 4539                                                  Masterâ\200\231s     > 10,000 
## 4540                                                  Masterâ\200\231s       50-249 
## 4541                                                Bachelorâ\200\231s         0-49 
## 4542                                                  Masterâ\200\231s      250-999 
## 4543                                                Bachelorâ\200\231s         0-49 
## 4544                                                Bachelorâ\200\231s          <NA>
## 4545                                                  Masterâ\200\231s   1000-9,999 
## 4546                                                    Doctoral       50-249 
## 4547                                                    Doctoral         0-49 
## 4548                                                Professional         0-49 
## 4549                                                Bachelorâ\200\231s     > 10,000 
## 4550                                                Bachelorâ\200\231s          <NA>
## 4551                                                Bachelorâ\200\231s   1000-9,999 
## 4552                                                  Masterâ\200\231s     > 10,000 
## 4553                                       I prefer not to answer         <NA>
## 4554                                                  Masterâ\200\231s      250-999 
## 4555                                                    Doctoral   1000-9,999 
## 4556                                                  Masterâ\200\231s   1000-9,999 
## 4557                                                  Masterâ\200\231s         0-49 
## 4558                                                    Doctoral     > 10,000 
## 4559                                                    Doctoral     > 10,000 
## 4560                                                    Doctoral       50-249 
## 4561                                                Bachelorâ\200\231s         0-49 
## 4562                                                Bachelorâ\200\231s          <NA>
## 4563                                                Bachelorâ\200\231s     > 10,000 
## 4564                                                  Masterâ\200\231s         0-49 
## 4565                                                Bachelorâ\200\231s   1000-9,999 
## 4566                                                    Doctoral         0-49 
## 4567                                                    Doctoral       50-249 
## 4568                                                Bachelorâ\200\231s          <NA>
## 4569                                                  Masterâ\200\231s   1000-9,999 
## 4570                                                Bachelorâ\200\231s         0-49 
## 4571                                                  Masterâ\200\231s     > 10,000 
## 4572                                                    Doctoral   1000-9,999 
## 4573                                                    Doctoral   1000-9,999 
## 4574                                                  Masterâ\200\231s       50-249 
## 4575                                                  Masterâ\200\231s       50-249 
## 4576                                                Bachelorâ\200\231s          <NA>
## 4577                                                    Doctoral      250-999 
## 4578                                                  Masterâ\200\231s          <NA>
## 4579                                                  Masterâ\200\231s       50-249 
## 4580                                                  Masterâ\200\231s          <NA>
## 4581                                                  Masterâ\200\231s      250-999 
## 4582                                                  Masterâ\200\231s         0-49 
## 4583                                                Bachelorâ\200\231s          <NA>
## 4584                                                  Masterâ\200\231s         0-49 
## 4585                                                  Masterâ\200\231s       50-249 
## 4586                                                Bachelorâ\200\231s          <NA>
## 4587                                                  Masterâ\200\231s          <NA>
## 4588                                                  Masterâ\200\231s         0-49 
## 4589                                                  Masterâ\200\231s         0-49 
## 4590                                                Bachelorâ\200\231s         0-49 
## 4591                                                    Doctoral      250-999 
## 4592                                                  Masterâ\200\231s          <NA>
## 4593                                                Bachelorâ\200\231s         0-49 
## 4594                         No formal education past high school         <NA>
## 4595                                                  Masterâ\200\231s         0-49 
## 4596                                                    Doctoral   1000-9,999 
## 4597                                                Bachelorâ\200\231s          <NA>
## 4598                                                  Masterâ\200\231s          <NA>
## 4599                                                  Masterâ\200\231s     > 10,000 
## 4600                                                    Doctoral         0-49 
## 4601 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 4602                                                Bachelorâ\200\231s          <NA>
## 4603                                                  Masterâ\200\231s   1000-9,999 
## 4604                                                  Masterâ\200\231s   1000-9,999 
## 4605                                                  Masterâ\200\231s     > 10,000 
## 4606 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4607                         No formal education past high school     250-999 
## 4608                         No formal education past high school      50-249 
## 4609                                                  Masterâ\200\231s     > 10,000 
## 4610                                                  Masterâ\200\231s     > 10,000 
## 4611                                                    Doctoral   1000-9,999 
## 4612                                                Bachelorâ\200\231s         0-49 
## 4613                                                  Masterâ\200\231s   1000-9,999 
## 4614                                                  Masterâ\200\231s         0-49 
## 4615                                                    Doctoral   1000-9,999 
## 4616                                                  Masterâ\200\231s     > 10,000 
## 4617                                                Bachelorâ\200\231s         0-49 
## 4618                                                Bachelorâ\200\231s         0-49 
## 4619                                                  Masterâ\200\231s     > 10,000 
## 4620                                                  Masterâ\200\231s   1000-9,999 
## 4621                                                Bachelorâ\200\231s     > 10,000 
## 4622                                                  Masterâ\200\231s          <NA>
## 4623                                                  Masterâ\200\231s   1000-9,999 
## 4624                                                  Masterâ\200\231s         0-49 
## 4625                                                    Doctoral         0-49 
## 4626                                                  Masterâ\200\231s     > 10,000 
## 4627                                                Bachelorâ\200\231s         0-49 
## 4628                                                  Masterâ\200\231s     > 10,000 
## 4629                                                  Masterâ\200\231s          <NA>
## 4630                                                Bachelorâ\200\231s          <NA>
## 4631                                                    Doctoral   1000-9,999 
## 4632                                                  Masterâ\200\231s   1000-9,999 
## 4633                                                  Masterâ\200\231s       50-249 
## 4634                                                Bachelorâ\200\231s   1000-9,999 
## 4635                                                  Masterâ\200\231s         0-49 
## 4636                                                  Masterâ\200\231s       50-249 
## 4637                                                Bachelorâ\200\231s         0-49 
## 4638                                                Bachelorâ\200\231s   1000-9,999 
## 4639                                                Bachelorâ\200\231s          <NA>
## 4640                                                  Masterâ\200\231s      250-999 
## 4641                                                Bachelorâ\200\231s   1000-9,999 
## 4642                                                Professional       50-249 
## 4643                                                Bachelorâ\200\231s          <NA>
## 4644                                                Bachelorâ\200\231s         0-49 
## 4645                                                  Masterâ\200\231s         0-49 
## 4646                                                    Doctoral     > 10,000 
## 4647                                                Bachelorâ\200\231s     > 10,000 
## 4648                                                  Masterâ\200\231s         0-49 
## 4649                                                  Masterâ\200\231s       50-249 
## 4650                                                Bachelorâ\200\231s       50-249 
## 4651                                                  Masterâ\200\231s   1000-9,999 
## 4652                                                    Doctoral         0-49 
## 4653                                                Professional          <NA>
## 4654                                                  Masterâ\200\231s          <NA>
## 4655                                                Professional         0-49 
## 4656                                                  Masterâ\200\231s       50-249 
## 4657                                                Bachelorâ\200\231s          <NA>
## 4658                                                  Masterâ\200\231s   1000-9,999 
## 4659                                                  Masterâ\200\231s      250-999 
## 4660                                                  Masterâ\200\231s         0-49 
## 4661                                                    Doctoral   1000-9,999 
## 4662                                                    Doctoral          <NA>
## 4663                                                  Masterâ\200\231s         0-49 
## 4664                                                  Masterâ\200\231s      250-999 
## 4665                                                  Masterâ\200\231s     > 10,000 
## 4666                                                  Masterâ\200\231s   1000-9,999 
## 4667                                       I prefer not to answer         <NA>
## 4668                                                  Masterâ\200\231s   1000-9,999 
## 4669                         No formal education past high school         <NA>
## 4670                                                  Masterâ\200\231s   1000-9,999 
## 4671                                                    Doctoral      250-999 
## 4672                                                Bachelorâ\200\231s      250-999 
## 4673                                                  Masterâ\200\231s   1000-9,999 
## 4674                                                  Masterâ\200\231s         0-49 
## 4675                                                  Masterâ\200\231s   1000-9,999 
## 4676                                                  Masterâ\200\231s         0-49 
## 4677                                                Bachelorâ\200\231s     > 10,000 
## 4678                                                Professional          <NA>
## 4679                                                  Masterâ\200\231s         0-49 
## 4680                                                  Masterâ\200\231s          <NA>
## 4681                                                  Masterâ\200\231s          <NA>
## 4682                                                  Masterâ\200\231s      250-999 
## 4683                                                Bachelorâ\200\231s          <NA>
## 4684                                                Bachelorâ\200\231s         0-49 
## 4685                                                  Masterâ\200\231s       50-249 
## 4686                         No formal education past high school        0-49 
## 4687                                                Bachelorâ\200\231s     > 10,000 
## 4688                                                Bachelorâ\200\231s       50-249 
## 4689                                                  Masterâ\200\231s          <NA>
## 4690                                                  Masterâ\200\231s         0-49 
## 4691                                                Bachelorâ\200\231s      250-999 
## 4692                                                Bachelorâ\200\231s      250-999 
## 4693                                                Professional   1000-9,999 
## 4694                                                  Masterâ\200\231s     > 10,000 
## 4695                                                  Masterâ\200\231s   1000-9,999 
## 4696                                                Professional       50-249 
## 4697                                                Bachelorâ\200\231s          <NA>
## 4698                                                Bachelorâ\200\231s       50-249 
## 4699                                                    Doctoral   1000-9,999 
## 4700                                                  Masterâ\200\231s          <NA>
## 4701                                                Bachelorâ\200\231s      250-999 
## 4702                                                Bachelorâ\200\231s          <NA>
## 4703                                                Bachelorâ\200\231s          <NA>
## 4704                                                  Masterâ\200\231s         0-49 
## 4705                                                    Doctoral         0-49 
## 4706                                                Bachelorâ\200\231s     > 10,000 
## 4707                                                Bachelorâ\200\231s          <NA>
## 4708                                                    Doctoral       50-249 
## 4709                                                Bachelorâ\200\231s          <NA>
## 4710                                                  Masterâ\200\231s      250-999 
## 4711                                                    Doctoral     > 10,000 
## 4712                                                Bachelorâ\200\231s          <NA>
## 4713                                                  Masterâ\200\231s     > 10,000 
## 4714                                                Bachelorâ\200\231s          <NA>
## 4715                                                Bachelorâ\200\231s          <NA>
## 4716                                                    Doctoral   1000-9,999 
## 4717                                                  Masterâ\200\231s       50-249 
## 4718                                                    Doctoral         0-49 
## 4719                                                Bachelorâ\200\231s     > 10,000 
## 4720                                                    Doctoral      250-999 
## 4721                                                Bachelorâ\200\231s       50-249 
## 4722                                                    Doctoral   1000-9,999 
## 4723                                                  Masterâ\200\231s          <NA>
## 4724                                                  Masterâ\200\231s       50-249 
## 4725                                       I prefer not to answer    > 10,000 
## 4726                                                  Masterâ\200\231s       50-249 
## 4727                                                  Masterâ\200\231s         0-49 
## 4728                                                    Doctoral          <NA>
## 4729                                                  Masterâ\200\231s   1000-9,999 
## 4730                                                    Doctoral         0-49 
## 4731                                                  Masterâ\200\231s         0-49 
## 4732                                                  Masterâ\200\231s     > 10,000 
## 4733                                                Bachelorâ\200\231s     > 10,000 
## 4734                                                  Masterâ\200\231s   1000-9,999 
## 4735                                                  Masterâ\200\231s       50-249 
## 4736                                                Bachelorâ\200\231s         0-49 
## 4737                                                Bachelorâ\200\231s          <NA>
## 4738                                                  Masterâ\200\231s         0-49 
## 4739                                                  Masterâ\200\231s     > 10,000 
## 4740                                                  Masterâ\200\231s   1000-9,999 
## 4741                                                  Masterâ\200\231s      250-999 
## 4742                                                    Doctoral      250-999 
## 4743                                                Bachelorâ\200\231s          <NA>
## 4744                                                Professional   1000-9,999 
## 4745                                                    Doctoral   1000-9,999 
## 4746                                                  Masterâ\200\231s          <NA>
## 4747                                                  Masterâ\200\231s          <NA>
## 4748                                                  Masterâ\200\231s         0-49 
## 4749                                                Bachelorâ\200\231s      250-999 
## 4750                                                Bachelorâ\200\231s     > 10,000 
## 4751 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4752                                                  Masterâ\200\231s     > 10,000 
## 4753                                                  Masterâ\200\231s         0-49 
## 4754 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4755                                                  Masterâ\200\231s       50-249 
## 4756                                                Bachelorâ\200\231s          <NA>
## 4757                                                Bachelorâ\200\231s     > 10,000 
## 4758                                                  Masterâ\200\231s      250-999 
## 4759                                                    Doctoral   1000-9,999 
## 4760                                                  Masterâ\200\231s   1000-9,999 
## 4761                                                Professional     > 10,000 
## 4762                                                Bachelorâ\200\231s          <NA>
## 4763 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 4764                                                  Masterâ\200\231s   1000-9,999 
## 4765                                                Bachelorâ\200\231s          <NA>
## 4766                                                  Masterâ\200\231s   1000-9,999 
## 4767                                                Bachelorâ\200\231s      250-999 
## 4768                                                  Masterâ\200\231s   1000-9,999 
## 4769                                                    Doctoral     > 10,000 
## 4770                                                  Masterâ\200\231s     > 10,000 
## 4771                                                  Masterâ\200\231s       50-249 
## 4772 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4773                                                  Masterâ\200\231s          <NA>
## 4774                                                  Masterâ\200\231s     > 10,000 
## 4775                                                  Masterâ\200\231s   1000-9,999 
## 4776                                                Bachelorâ\200\231s     > 10,000 
## 4777                                                  Masterâ\200\231s     > 10,000 
## 4778                                                Bachelorâ\200\231s          <NA>
## 4779                                                    Doctoral       50-249 
## 4780                                                  Masterâ\200\231s         0-49 
## 4781                                                  Masterâ\200\231s          <NA>
## 4782                                                  Masterâ\200\231s     > 10,000 
## 4783                                                Bachelorâ\200\231s     > 10,000 
## 4784                                                Bachelorâ\200\231s          <NA>
## 4785 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 4786                                                Bachelorâ\200\231s         0-49 
## 4787                                                Bachelorâ\200\231s          <NA>
## 4788                                                    Doctoral          <NA>
## 4789                                                  Masterâ\200\231s   1000-9,999 
## 4790                                                Bachelorâ\200\231s          <NA>
## 4791                                                  Masterâ\200\231s   1000-9,999 
## 4792                                                  Masterâ\200\231s     > 10,000 
## 4793                                                    Doctoral      250-999 
## 4794                                                    Doctoral     > 10,000 
## 4795                                                    Doctoral       50-249 
## 4796                                                  Masterâ\200\231s     > 10,000 
## 4797                                                Bachelorâ\200\231s   1000-9,999 
## 4798 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4799                                                  Masterâ\200\231s          <NA>
## 4800                                                  Masterâ\200\231s     > 10,000 
## 4801                                                Bachelorâ\200\231s          <NA>
## 4802                                                Bachelorâ\200\231s          <NA>
## 4803                                                  Masterâ\200\231s          <NA>
## 4804                                                    Doctoral   1000-9,999 
## 4805                                                Bachelorâ\200\231s     > 10,000 
## 4806                                                Bachelorâ\200\231s          <NA>
## 4807                                                  Masterâ\200\231s      250-999 
## 4808                                                  Masterâ\200\231s     > 10,000 
## 4809                                                    Doctoral          <NA>
## 4810                                                Bachelorâ\200\231s       50-249 
## 4811                                                  Masterâ\200\231s      250-999 
## 4812                                                  Masterâ\200\231s         0-49 
## 4813                                                    Doctoral      250-999 
## 4814                                                Professional         0-49 
## 4815 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4816                                                  Masterâ\200\231s     > 10,000 
## 4817                                                    Doctoral   1000-9,999 
## 4818                                                    Doctoral     > 10,000 
## 4819                                                    Doctoral         0-49 
## 4820                                                    Doctoral         0-49 
## 4821                                                    Doctoral          <NA>
## 4822                                                  Masterâ\200\231s       50-249 
## 4823                                                Bachelorâ\200\231s       50-249 
## 4824                                                Bachelorâ\200\231s      250-999 
## 4825                                                    Doctoral         0-49 
## 4826                                                  Masterâ\200\231s      250-999 
## 4827                                                  Masterâ\200\231s     > 10,000 
## 4828                                                    Doctoral     > 10,000 
## 4829                                                Bachelorâ\200\231s          <NA>
## 4830                                                  Masterâ\200\231s          <NA>
## 4831                                                  Masterâ\200\231s      250-999 
## 4832 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 4833                                                  Masterâ\200\231s       50-249 
## 4834                                                Bachelorâ\200\231s          <NA>
## 4835                                                Bachelorâ\200\231s   1000-9,999 
## 4836 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4837                                                  Masterâ\200\231s         0-49 
## 4838                                                  Masterâ\200\231s          <NA>
## 4839                                                  Masterâ\200\231s       50-249 
## 4840                                                Bachelorâ\200\231s     > 10,000 
## 4841                                                Professional       50-249 
## 4842                                                    Doctoral         0-49 
## 4843                                                    Doctoral      250-999 
## 4844                                                  Masterâ\200\231s     > 10,000 
## 4845                                                    Doctoral       50-249 
## 4846                                                  Masterâ\200\231s     > 10,000 
## 4847                                                  Masterâ\200\231s     > 10,000 
## 4848                                                Bachelorâ\200\231s   1000-9,999 
## 4849                                                  Masterâ\200\231s     > 10,000 
## 4850                                                  Masterâ\200\231s     > 10,000 
## 4851                                                    Doctoral         0-49 
## 4852                                                    Doctoral       50-249 
## 4853                                                  Masterâ\200\231s     > 10,000 
## 4854                                                  Masterâ\200\231s     > 10,000 
## 4855                                                  Masterâ\200\231s         0-49 
## 4856                                                    Doctoral       50-249 
## 4857 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 4858                                                Bachelorâ\200\231s      250-999 
## 4859                                                  Masterâ\200\231s         0-49 
## 4860                                                    Doctoral      250-999 
## 4861 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4862                                                Bachelorâ\200\231s          <NA>
## 4863                                                    Doctoral     > 10,000 
## 4864                                                  Masterâ\200\231s         0-49 
## 4865                                                Bachelorâ\200\231s          <NA>
## 4866                                                    Doctoral   1000-9,999 
## 4867                                                Bachelorâ\200\231s         0-49 
## 4868                                                  Masterâ\200\231s          <NA>
## 4869                                                    Doctoral       50-249 
## 4870                                                    Doctoral      250-999 
## 4871                                                  Masterâ\200\231s      250-999 
## 4872                                                  Masterâ\200\231s         0-49 
## 4873                                                  Masterâ\200\231s       50-249 
## 4874 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4875                                                  Masterâ\200\231s   1000-9,999 
## 4876                                                  Masterâ\200\231s     > 10,000 
## 4877                                                Bachelorâ\200\231s          <NA>
## 4878                                                  Masterâ\200\231s         0-49 
## 4879                                                  Masterâ\200\231s          <NA>
## 4880                                                Bachelorâ\200\231s         0-49 
## 4881                                                  Masterâ\200\231s   1000-9,999 
## 4882                                                  Masterâ\200\231s          <NA>
## 4883                                                  Masterâ\200\231s          <NA>
## 4884                                                  Masterâ\200\231s         0-49 
## 4885                                                Bachelorâ\200\231s          <NA>
## 4886                                                Bachelorâ\200\231s      250-999 
## 4887                         No formal education past high school      50-249 
## 4888                                                  Masterâ\200\231s     > 10,000 
## 4889                                                Bachelorâ\200\231s     > 10,000 
## 4890                                                  Masterâ\200\231s     > 10,000 
## 4891                                                  Masterâ\200\231s     > 10,000 
## 4892                                                    Doctoral   1000-9,999 
## 4893                                                  Masterâ\200\231s          <NA>
## 4894                                                Bachelorâ\200\231s          <NA>
## 4895                                                Professional   1000-9,999 
## 4896                                                    Doctoral   1000-9,999 
## 4897                                                    Doctoral          <NA>
## 4898                                                    Doctoral          <NA>
## 4899                                                Bachelorâ\200\231s     > 10,000 
## 4900                                                  Masterâ\200\231s       50-249 
## 4901                                                    Doctoral         0-49 
## 4902                                                    Doctoral         0-49 
## 4903                                                  Masterâ\200\231s         0-49 
## 4904                                                Bachelorâ\200\231s          <NA>
## 4905                                                  Masterâ\200\231s         0-49 
## 4906                                                    Doctoral         0-49 
## 4907                                                Bachelorâ\200\231s     > 10,000 
## 4908                                                    Doctoral          <NA>
## 4909                                                Bachelorâ\200\231s         0-49 
## 4910                                                Bachelorâ\200\231s          <NA>
## 4911                                                    Doctoral     > 10,000 
## 4912                                                  Masterâ\200\231s       50-249 
## 4913                                                  Masterâ\200\231s          <NA>
## 4914                                                    Doctoral     > 10,000 
## 4915                                                    Doctoral   1000-9,999 
## 4916                                                Bachelorâ\200\231s       50-249 
## 4917                                                    Doctoral       50-249 
## 4918                                                Bachelorâ\200\231s     > 10,000 
## 4919                                                Bachelorâ\200\231s     > 10,000 
## 4920                                                  Masterâ\200\231s     > 10,000 
## 4921                                                    Doctoral         0-49 
## 4922                                                  Masterâ\200\231s   1000-9,999 
## 4923                                                    Doctoral         0-49 
## 4924                                                Bachelorâ\200\231s      250-999 
## 4925                                                Bachelorâ\200\231s          <NA>
## 4926                                                    Doctoral         0-49 
## 4927                         No formal education past high school        0-49 
## 4928                                                Bachelorâ\200\231s     > 10,000 
## 4929                                                Professional      250-999 
## 4930                                                    Doctoral       50-249 
## 4931                                                Bachelorâ\200\231s       50-249 
## 4932                                                  Masterâ\200\231s         0-49 
## 4933                                                Bachelorâ\200\231s     > 10,000 
## 4934                                                  Masterâ\200\231s     > 10,000 
## 4935                                                  Masterâ\200\231s     > 10,000 
## 4936                                                  Masterâ\200\231s      250-999 
## 4937                                                Professional         0-49 
## 4938                                                Bachelorâ\200\231s          <NA>
## 4939                                                  Masterâ\200\231s          <NA>
## 4940                                                Bachelorâ\200\231s          <NA>
## 4941                                                Bachelorâ\200\231s   1000-9,999 
## 4942                                                    Doctoral         0-49 
## 4943                                                  Masterâ\200\231s       50-249 
## 4944                                                    Doctoral       50-249 
## 4945                                                  Masterâ\200\231s     > 10,000 
## 4946                                                Bachelorâ\200\231s     > 10,000 
## 4947                                                    Doctoral         0-49 
## 4948                                                  Masterâ\200\231s   1000-9,999 
## 4949                                                  Masterâ\200\231s     > 10,000 
## 4950                                                Bachelorâ\200\231s         0-49 
## 4951                                                    Doctoral   1000-9,999 
## 4952                                                  Masterâ\200\231s   1000-9,999 
## 4953                                                  Masterâ\200\231s   1000-9,999 
## 4954                                                Bachelorâ\200\231s     > 10,000 
## 4955                                                    Doctoral   1000-9,999 
## 4956                                                Bachelorâ\200\231s   1000-9,999 
## 4957                                                Bachelorâ\200\231s          <NA>
## 4958                                                Bachelorâ\200\231s          <NA>
## 4959                                                  Masterâ\200\231s         0-49 
## 4960                                                Bachelorâ\200\231s         0-49 
## 4961                                                Bachelorâ\200\231s   1000-9,999 
## 4962                                                  Masterâ\200\231s         0-49 
## 4963                                                    Doctoral     > 10,000 
## 4964                                                Bachelorâ\200\231s          <NA>
## 4965                                                    Doctoral     > 10,000 
## 4966                                                  Masterâ\200\231s         0-49 
## 4967                                                Bachelorâ\200\231s         0-49 
## 4968                                                    Doctoral         0-49 
## 4969                                                    Doctoral   1000-9,999 
## 4970                                                  Masterâ\200\231s     > 10,000 
## 4971                                                Bachelorâ\200\231s          <NA>
## 4972                                                    Doctoral          <NA>
## 4973                                                Bachelorâ\200\231s     > 10,000 
## 4974                                                Bachelorâ\200\231s     > 10,000 
## 4975                                                  Masterâ\200\231s         0-49 
## 4976                                                    Doctoral     > 10,000 
## 4977                                                  Masterâ\200\231s     > 10,000 
## 4978                                                  Masterâ\200\231s       50-249 
## 4979                                                Bachelorâ\200\231s       50-249 
## 4980                                                  Masterâ\200\231s         0-49 
## 4981                                                    Doctoral   1000-9,999 
## 4982 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 4983                                                    Doctoral         0-49 
## 4984                                                  Masterâ\200\231s   1000-9,999 
## 4985                                                Bachelorâ\200\231s          <NA>
## 4986                                                  Masterâ\200\231s   1000-9,999 
## 4987                                                Bachelorâ\200\231s         0-49 
## 4988                                                Bachelorâ\200\231s     > 10,000 
## 4989                                                Bachelorâ\200\231s     > 10,000 
## 4990                                                Bachelorâ\200\231s         0-49 
## 4991                                                Bachelorâ\200\231s     > 10,000 
## 4992                                                  Masterâ\200\231s      250-999 
## 4993                                                    Doctoral   1000-9,999 
## 4994                                                Bachelorâ\200\231s      250-999 
## 4995                                                    Doctoral     > 10,000 
## 4996                                                  Masterâ\200\231s     > 10,000 
## 4997                                                  Masterâ\200\231s     > 10,000 
## 4998                                                  Masterâ\200\231s         0-49 
## 4999                                                  Masterâ\200\231s      250-999 
## 5000                                                  Masterâ\200\231s         0-49 
## 5001                                                Bachelorâ\200\231s     > 10,000 
## 5002                                                  Masterâ\200\231s       50-249 
## 5003                                                  Masterâ\200\231s      250-999 
## 5004                                                  Masterâ\200\231s   1000-9,999 
## 5005                                                Bachelorâ\200\231s          <NA>
## 5006                                                Bachelorâ\200\231s   1000-9,999 
## 5007                                                  Masterâ\200\231s         0-49 
## 5008                                                Bachelorâ\200\231s     > 10,000 
## 5009                                                Bachelorâ\200\231s   1000-9,999 
## 5010                                                    Doctoral     > 10,000 
## 5011                                                Bachelorâ\200\231s      250-999 
## 5012                                                  Masterâ\200\231s     > 10,000 
## 5013                                                Bachelorâ\200\231s     > 10,000 
## 5014                                                    Doctoral   1000-9,999 
## 5015                                                    Doctoral     > 10,000 
## 5016                                                Professional          <NA>
## 5017                                                  Masterâ\200\231s          <NA>
## 5018                                                    Doctoral         0-49 
## 5019                                                Bachelorâ\200\231s         0-49 
## 5020                                                Bachelorâ\200\231s     > 10,000 
## 5021                                                Bachelorâ\200\231s   1000-9,999 
## 5022                                                Bachelorâ\200\231s          <NA>
## 5023                                                Bachelorâ\200\231s         0-49 
## 5024                                                  Masterâ\200\231s   1000-9,999 
## 5025                                                    Doctoral          <NA>
## 5026                                                Bachelorâ\200\231s          <NA>
## 5027                                                    Doctoral     > 10,000 
## 5028                                                  Masterâ\200\231s      250-999 
## 5029                                                    Doctoral     > 10,000 
## 5030                                                Bachelorâ\200\231s       50-249 
## 5031                                                Bachelorâ\200\231s         0-49 
## 5032                                                Bachelorâ\200\231s       50-249 
## 5033                                                Bachelorâ\200\231s     > 10,000 
## 5034                                                Bachelorâ\200\231s          <NA>
## 5035                                                  Masterâ\200\231s   1000-9,999 
## 5036                                                  Masterâ\200\231s         0-49 
## 5037                                                Bachelorâ\200\231s          <NA>
## 5038                                                  Masterâ\200\231s     > 10,000 
## 5039                                                  Masterâ\200\231s     > 10,000 
## 5040                                                Bachelorâ\200\231s         0-49 
## 5041                                                    Doctoral       50-249 
## 5042                                                  Masterâ\200\231s   1000-9,999 
## 5043                                                  Masterâ\200\231s         0-49 
## 5044                                                Bachelorâ\200\231s          <NA>
## 5045                                                Bachelorâ\200\231s   1000-9,999 
## 5046                                                  Masterâ\200\231s          <NA>
## 5047                                                Bachelorâ\200\231s          <NA>
## 5048                                                  Masterâ\200\231s          <NA>
## 5049                                                    Doctoral      250-999 
## 5050                                                    Doctoral       50-249 
## 5051                                                Bachelorâ\200\231s     > 10,000 
## 5052                                                  Masterâ\200\231s         0-49 
## 5053                         No formal education past high school         <NA>
## 5054                                                    Doctoral         0-49 
## 5055                                                  Masterâ\200\231s     > 10,000 
## 5056                                                  Masterâ\200\231s     > 10,000 
## 5057                                                    Doctoral       50-249 
## 5058                                                Bachelorâ\200\231s         0-49 
## 5059                                                  Masterâ\200\231s     > 10,000 
## 5060                                                Professional      250-999 
## 5061                                                  Masterâ\200\231s          <NA>
## 5062                                                Bachelorâ\200\231s       50-249 
## 5063                                                  Masterâ\200\231s          <NA>
## 5064                                                  Masterâ\200\231s         0-49 
## 5065                                                  Masterâ\200\231s          <NA>
## 5066                                                  Masterâ\200\231s          <NA>
## 5067                                                  Masterâ\200\231s     > 10,000 
## 5068                                                  Masterâ\200\231s      250-999 
## 5069                                                    Doctoral         0-49 
## 5070                                                Bachelorâ\200\231s          <NA>
## 5071                                                  Masterâ\200\231s   1000-9,999 
## 5072                                                  Masterâ\200\231s   1000-9,999 
## 5073                                                    Doctoral      250-999 
## 5074                                                Bachelorâ\200\231s          <NA>
## 5075                                                  Masterâ\200\231s      250-999 
## 5076                                                    Doctoral          <NA>
## 5077 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 5078                                                  Masterâ\200\231s          <NA>
## 5079                                                Bachelorâ\200\231s      250-999 
## 5080                                                Bachelorâ\200\231s          <NA>
## 5081                                                  Masterâ\200\231s     > 10,000 
## 5082                                                Bachelorâ\200\231s       50-249 
## 5083                                                  Masterâ\200\231s          <NA>
## 5084                                                Bachelorâ\200\231s          <NA>
## 5085                                                  Masterâ\200\231s       50-249 
## 5086                                                    Doctoral      250-999 
## 5087                                                  Masterâ\200\231s          <NA>
## 5088                         No formal education past high school         <NA>
## 5089                                                  Masterâ\200\231s     > 10,000 
## 5090                                                  Masterâ\200\231s       50-249 
## 5091                                                Bachelorâ\200\231s          <NA>
## 5092                                                  Masterâ\200\231s         0-49 
## 5093                                                Professional       50-249 
## 5094                                                  Masterâ\200\231s          <NA>
## 5095                                                Bachelorâ\200\231s         0-49 
## 5096                         No formal education past high school  1000-9,999 
## 5097                                                Bachelorâ\200\231s     > 10,000 
## 5098                                                Bachelorâ\200\231s     > 10,000 
## 5099                                                  Masterâ\200\231s         0-49 
## 5100                                                  Masterâ\200\231s     > 10,000 
## 5101                                                Bachelorâ\200\231s          <NA>
## 5102                                                    Doctoral         0-49 
## 5103                                                  Masterâ\200\231s       50-249 
## 5104                                                  Masterâ\200\231s         0-49 
## 5105                                                  Masterâ\200\231s   1000-9,999 
## 5106                                                Bachelorâ\200\231s         0-49 
## 5107                                                  Masterâ\200\231s       50-249 
## 5108                                                    Doctoral         0-49 
## 5109                                                  Masterâ\200\231s       50-249 
## 5110 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5111                                       I prefer not to answer     250-999 
## 5112                                                Professional   1000-9,999 
## 5113                                                    Doctoral         0-49 
## 5114                                                  Masterâ\200\231s         0-49 
## 5115                                                    Doctoral     > 10,000 
## 5116                                                  Masterâ\200\231s      250-999 
## 5117                                                  Masterâ\200\231s      250-999 
## 5118                                                Bachelorâ\200\231s         0-49 
## 5119                                                Bachelorâ\200\231s          <NA>
## 5120                                                  Masterâ\200\231s     > 10,000 
## 5121                                                  Masterâ\200\231s          <NA>
## 5122                                                Bachelorâ\200\231s          <NA>
## 5123                                                Bachelorâ\200\231s       50-249 
## 5124                                                  Masterâ\200\231s       50-249 
## 5125 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5126                                                  Masterâ\200\231s   1000-9,999 
## 5127 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 5128                                                Bachelorâ\200\231s         0-49 
## 5129                                                Bachelorâ\200\231s         0-49 
## 5130                                                  Masterâ\200\231s         0-49 
## 5131                                                  Masterâ\200\231s         0-49 
## 5132                                                  Masterâ\200\231s         0-49 
## 5133                                                  Masterâ\200\231s          <NA>
## 5134                                                  Masterâ\200\231s   1000-9,999 
## 5135                                                  Masterâ\200\231s      250-999 
## 5136                                                  Masterâ\200\231s       50-249 
## 5137                                                Bachelorâ\200\231s          <NA>
## 5138                         No formal education past high school         <NA>
## 5139                                                  Masterâ\200\231s     > 10,000 
## 5140                                                  Masterâ\200\231s   1000-9,999 
## 5141                                                Professional          <NA>
## 5142                                                Bachelorâ\200\231s          <NA>
## 5143                                                    Doctoral     > 10,000 
## 5144                                                  Masterâ\200\231s         0-49 
## 5145                                                  Masterâ\200\231s          <NA>
## 5146                                                    Doctoral         0-49 
## 5147                                                  Masterâ\200\231s      250-999 
## 5148                                                    Doctoral      250-999 
## 5149                                                Bachelorâ\200\231s   1000-9,999 
## 5150                                                Bachelorâ\200\231s          <NA>
## 5151                                                    Doctoral     > 10,000 
## 5152                                                  Masterâ\200\231s       50-249 
## 5153                                                  Masterâ\200\231s       50-249 
## 5154                                                    Doctoral      250-999 
## 5155                                                Bachelorâ\200\231s       50-249 
## 5156                                                Bachelorâ\200\231s       50-249 
## 5157                                                  Masterâ\200\231s     > 10,000 
## 5158                                                  Masterâ\200\231s         0-49 
## 5159                                                  Masterâ\200\231s          <NA>
## 5160 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5161                                                  Masterâ\200\231s       50-249 
## 5162                                                Bachelorâ\200\231s       50-249 
## 5163                                                  Masterâ\200\231s   1000-9,999 
## 5164                                                Bachelorâ\200\231s         0-49 
## 5165                                                  Masterâ\200\231s     > 10,000 
## 5166                                                    Doctoral      250-999 
## 5167                                                Bachelorâ\200\231s         0-49 
## 5168                                                  Masterâ\200\231s   1000-9,999 
## 5169                                                Bachelorâ\200\231s         0-49 
## 5170                                                    Doctoral         0-49 
## 5171                                                Bachelorâ\200\231s     > 10,000 
## 5172                                                  Masterâ\200\231s         0-49 
## 5173                                                    Doctoral       50-249 
## 5174                                                Bachelorâ\200\231s         0-49 
## 5175                                                  Masterâ\200\231s       50-249 
## 5176                                                Bachelorâ\200\231s     > 10,000 
## 5177 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5178                                                    Doctoral   1000-9,999 
## 5179                                                  Masterâ\200\231s   1000-9,999 
## 5180                                                  Masterâ\200\231s         0-49 
## 5181                                                    Doctoral   1000-9,999 
## 5182                                                  Masterâ\200\231s       50-249 
## 5183                                                    Doctoral       50-249 
## 5184                                                  Masterâ\200\231s      250-999 
## 5185                                                  Masterâ\200\231s     > 10,000 
## 5186                                                    Doctoral       50-249 
## 5187                                                  Masterâ\200\231s      250-999 
## 5188                                                    Doctoral          <NA>
## 5189                                                  Masterâ\200\231s          <NA>
## 5190                                                    Doctoral     > 10,000 
## 5191                                                Bachelorâ\200\231s       50-249 
## 5192                                                Bachelorâ\200\231s          <NA>
## 5193                                                    Doctoral         0-49 
## 5194                                                  Masterâ\200\231s     > 10,000 
## 5195                                                    Doctoral     > 10,000 
## 5196                                                Bachelorâ\200\231s          <NA>
## 5197                                                  Masterâ\200\231s     > 10,000 
## 5198                                                    Doctoral       50-249 
## 5199                                                    Doctoral   1000-9,999 
## 5200                                                Professional   1000-9,999 
## 5201                                                  Masterâ\200\231s     > 10,000 
## 5202                                                Bachelorâ\200\231s          <NA>
## 5203                                                  Masterâ\200\231s         0-49 
## 5204                                                    Doctoral     > 10,000 
## 5205                                                Bachelorâ\200\231s     > 10,000 
## 5206 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5207                                                  Masterâ\200\231s         0-49 
## 5208                                                    Doctoral          <NA>
## 5209                                                    Doctoral         0-49 
## 5210                                                Professional   1000-9,999 
## 5211                                                  Masterâ\200\231s         0-49 
## 5212                                                Bachelorâ\200\231s         0-49 
## 5213                                                  Masterâ\200\231s      250-999 
## 5214                                                    Doctoral     > 10,000 
## 5215                                                  Masterâ\200\231s   1000-9,999 
## 5216                                                    Doctoral   1000-9,999 
## 5217                                                Bachelorâ\200\231s          <NA>
## 5218                                                  Masterâ\200\231s     > 10,000 
## 5219                                                  Masterâ\200\231s      250-999 
## 5220                                                  Masterâ\200\231s         0-49 
## 5221                                                  Masterâ\200\231s     > 10,000 
## 5222                                                  Masterâ\200\231s         0-49 
## 5223                                                  Masterâ\200\231s      250-999 
## 5224 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5225                                                Bachelorâ\200\231s          <NA>
## 5226                                                    Doctoral     > 10,000 
## 5227                                                  Masterâ\200\231s     > 10,000 
## 5228                                                    Doctoral     > 10,000 
## 5229                                                  Masterâ\200\231s          <NA>
## 5230                                                Bachelorâ\200\231s     > 10,000 
## 5231                                                    Doctoral     > 10,000 
## 5232                                                  Masterâ\200\231s       50-249 
## 5233                                                    Doctoral   1000-9,999 
## 5234                                                    Doctoral   1000-9,999 
## 5235 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 5236                                                  Masterâ\200\231s         0-49 
## 5237 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 5238                                                  Masterâ\200\231s         0-49 
## 5239                                                Professional         0-49 
## 5240                                                  Masterâ\200\231s       50-249 
## 5241                                                  Masterâ\200\231s     > 10,000 
## 5242                                                  Masterâ\200\231s      250-999 
## 5243                                                  Masterâ\200\231s     > 10,000 
## 5244 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 5245                                                Bachelorâ\200\231s         0-49 
## 5246                                                    Doctoral   1000-9,999 
## 5247                                                Bachelorâ\200\231s          <NA>
## 5248                                                  Masterâ\200\231s          <NA>
## 5249                                                    Doctoral          <NA>
## 5250                                                Bachelorâ\200\231s     > 10,000 
## 5251                                                Professional     > 10,000 
## 5252                                                  Masterâ\200\231s         0-49 
## 5253 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5254                                                    Doctoral         0-49 
## 5255                                                  Masterâ\200\231s         0-49 
## 5256                                                Bachelorâ\200\231s       50-249 
## 5257                                                  Masterâ\200\231s       50-249 
## 5258                                                  Masterâ\200\231s       50-249 
## 5259                                                Bachelorâ\200\231s     > 10,000 
## 5260                                                  Masterâ\200\231s          <NA>
## 5261                                                  Masterâ\200\231s          <NA>
## 5262                                                    Doctoral   1000-9,999 
## 5263                                                  Masterâ\200\231s   1000-9,999 
## 5264                                                    Doctoral     > 10,000 
## 5265                                                  Masterâ\200\231s     > 10,000 
## 5266                                                    Doctoral      250-999 
## 5267                                                    Doctoral       50-249 
## 5268                                                  Masterâ\200\231s   1000-9,999 
## 5269                                                  Masterâ\200\231s         0-49 
## 5270                                                    Doctoral       50-249 
## 5271                                                Bachelorâ\200\231s      250-999 
## 5272                                                  Masterâ\200\231s       50-249 
## 5273 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5274                                                  Masterâ\200\231s      250-999 
## 5275                                                  Masterâ\200\231s      250-999 
## 5276                                                Bachelorâ\200\231s          <NA>
## 5277                                                    Doctoral   1000-9,999 
## 5278 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5279                                                Bachelorâ\200\231s          <NA>
## 5280                                                    Doctoral       50-249 
## 5281                                                  Masterâ\200\231s          <NA>
## 5282                                                    Doctoral   1000-9,999 
## 5283                                                  Masterâ\200\231s       50-249 
## 5284                                                  Masterâ\200\231s     > 10,000 
## 5285                                                Bachelorâ\200\231s   1000-9,999 
## 5286                                                    Doctoral     > 10,000 
## 5287                                                    Doctoral       50-249 
## 5288                                                    Doctoral          <NA>
## 5289                                                    Doctoral         0-49 
## 5290                                                    Doctoral   1000-9,999 
## 5291                                                    Doctoral       50-249 
## 5292                                                Bachelorâ\200\231s         0-49 
## 5293                                                  Masterâ\200\231s      250-999 
## 5294                                                  Masterâ\200\231s          <NA>
## 5295                                                  Masterâ\200\231s     > 10,000 
## 5296                                                Bachelorâ\200\231s       50-249 
## 5297                                                  Masterâ\200\231s         0-49 
## 5298                                                    Doctoral      250-999 
## 5299                                                Bachelorâ\200\231s         0-49 
## 5300                                                  Masterâ\200\231s     > 10,000 
## 5301                                                  Masterâ\200\231s          <NA>
## 5302                                                  Masterâ\200\231s      250-999 
## 5303                                                    Doctoral         0-49 
## 5304                                                Bachelorâ\200\231s       50-249 
## 5305                                                  Masterâ\200\231s          <NA>
## 5306                                                  Masterâ\200\231s       50-249 
## 5307                                                Bachelorâ\200\231s         0-49 
## 5308                                                Bachelorâ\200\231s          <NA>
## 5309                                                  Masterâ\200\231s     > 10,000 
## 5310                                                  Masterâ\200\231s   1000-9,999 
## 5311                                                Bachelorâ\200\231s       50-249 
## 5312                                                    Doctoral   1000-9,999 
## 5313                                                Bachelorâ\200\231s      250-999 
## 5314                                                  Masterâ\200\231s       50-249 
## 5315                                                Bachelorâ\200\231s     > 10,000 
## 5316                                                  Masterâ\200\231s   1000-9,999 
## 5317                                                  Masterâ\200\231s   1000-9,999 
## 5318                                                  Masterâ\200\231s     > 10,000 
## 5319                                                Bachelorâ\200\231s          <NA>
## 5320                                                  Masterâ\200\231s          <NA>
## 5321                                                  Masterâ\200\231s         0-49 
## 5322                                                  Masterâ\200\231s          <NA>
## 5323                                                  Masterâ\200\231s     > 10,000 
## 5324                                                Bachelorâ\200\231s       50-249 
## 5325                                                    Doctoral     > 10,000 
## 5326                                                    Doctoral     > 10,000 
## 5327                                                  Masterâ\200\231s   1000-9,999 
## 5328                                                  Masterâ\200\231s          <NA>
## 5329                                                  Masterâ\200\231s       50-249 
## 5330                                                    Doctoral         0-49 
## 5331                                                  Masterâ\200\231s       50-249 
## 5332                                                Bachelorâ\200\231s         0-49 
## 5333                                                  Masterâ\200\231s          <NA>
## 5334                                                  Masterâ\200\231s     > 10,000 
## 5335                                                    Doctoral   1000-9,999 
## 5336                                                Bachelorâ\200\231s         0-49 
## 5337                                                Bachelorâ\200\231s          <NA>
## 5338                                                  Masterâ\200\231s      250-999 
## 5339                                                    Doctoral         0-49 
## 5340                                                  Masterâ\200\231s   1000-9,999 
## 5341                                                Bachelorâ\200\231s     > 10,000 
## 5342                                                  Masterâ\200\231s   1000-9,999 
## 5343                                                  Masterâ\200\231s          <NA>
## 5344                                                  Masterâ\200\231s         0-49 
## 5345                                                Bachelorâ\200\231s     > 10,000 
## 5346                                                    Doctoral      250-999 
## 5347                                                Bachelorâ\200\231s     > 10,000 
## 5348                                                  Masterâ\200\231s         0-49 
## 5349                                                Bachelorâ\200\231s          <NA>
## 5350                                                Professional       50-249 
## 5351                                                  Masterâ\200\231s       50-249 
## 5352                                                Bachelorâ\200\231s      250-999 
## 5353                                                  Masterâ\200\231s          <NA>
## 5354                                                  Masterâ\200\231s   1000-9,999 
## 5355                                                  Masterâ\200\231s   1000-9,999 
## 5356                                                  Masterâ\200\231s     > 10,000 
## 5357                                                    Doctoral     > 10,000 
## 5358                                                  Masterâ\200\231s         0-49 
## 5359                                                Bachelorâ\200\231s         0-49 
## 5360                                                Professional         0-49 
## 5361                                                    Doctoral   1000-9,999 
## 5362                                                  Masterâ\200\231s          <NA>
## 5363                                                  Masterâ\200\231s     > 10,000 
## 5364                                                Bachelorâ\200\231s          <NA>
## 5365                                       I prefer not to answer         <NA>
## 5366                                                  Masterâ\200\231s       50-249 
## 5367                                                  Masterâ\200\231s   1000-9,999 
## 5368                                                  Masterâ\200\231s          <NA>
## 5369                                                Bachelorâ\200\231s      250-999 
## 5370                                                    Doctoral      250-999 
## 5371                                                Professional     > 10,000 
## 5372                                       I prefer not to answer        0-49 
## 5373 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5374                                                Bachelorâ\200\231s         0-49 
## 5375                                                Bachelorâ\200\231s     > 10,000 
## 5376                                                Bachelorâ\200\231s          <NA>
## 5377                                                Bachelorâ\200\231s          <NA>
## 5378                                                Bachelorâ\200\231s          <NA>
## 5379                                                Bachelorâ\200\231s      250-999 
## 5380                                                Bachelorâ\200\231s          <NA>
## 5381                                                  Masterâ\200\231s         0-49 
## 5382                                       I prefer not to answer  1000-9,999 
## 5383                                                Bachelorâ\200\231s         0-49 
## 5384                                                  Masterâ\200\231s      250-999 
## 5385                                                Bachelorâ\200\231s   1000-9,999 
## 5386                                                Bachelorâ\200\231s   1000-9,999 
## 5387                                                  Masterâ\200\231s       50-249 
## 5388                                                  Masterâ\200\231s     > 10,000 
## 5389                                                    Doctoral   1000-9,999 
## 5390                                                  Masterâ\200\231s   1000-9,999 
## 5391                                                    Doctoral       50-249 
## 5392                                                  Masterâ\200\231s          <NA>
## 5393                                                Bachelorâ\200\231s          <NA>
## 5394                                                  Masterâ\200\231s          <NA>
## 5395                                                  Masterâ\200\231s       50-249 
## 5396                                                Bachelorâ\200\231s       50-249 
## 5397                                                Bachelorâ\200\231s         0-49 
## 5398                                                Bachelorâ\200\231s       50-249 
## 5399                                                Bachelorâ\200\231s         0-49 
## 5400                                                  Masterâ\200\231s         0-49 
## 5401                                                  Masterâ\200\231s     > 10,000 
## 5402                                                  Masterâ\200\231s     > 10,000 
## 5403                                                  Masterâ\200\231s     > 10,000 
## 5404                                                  Masterâ\200\231s      250-999 
## 5405                                                Bachelorâ\200\231s       50-249 
## 5406                                                  Masterâ\200\231s          <NA>
## 5407                                                Bachelorâ\200\231s          <NA>
## 5408                                                Bachelorâ\200\231s       50-249 
## 5409                                                  Masterâ\200\231s      250-999 
## 5410                                                Bachelorâ\200\231s   1000-9,999 
## 5411                                                  Masterâ\200\231s      250-999 
## 5412                                                  Masterâ\200\231s   1000-9,999 
## 5413                                                  Masterâ\200\231s       50-249 
## 5414                                                  Masterâ\200\231s          <NA>
## 5415                                                  Masterâ\200\231s     > 10,000 
## 5416                                                  Masterâ\200\231s       50-249 
## 5417                                                  Masterâ\200\231s      250-999 
## 5418 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 5419                                                  Masterâ\200\231s       50-249 
## 5420                                                    Doctoral      250-999 
## 5421                                                Bachelorâ\200\231s          <NA>
## 5422                                       I prefer not to answer         <NA>
## 5423                                                    Doctoral      250-999 
## 5424                                                Bachelorâ\200\231s     > 10,000 
## 5425                                                    Doctoral     > 10,000 
## 5426                                                  Masterâ\200\231s       50-249 
## 5427                                                    Doctoral          <NA>
## 5428                                                  Masterâ\200\231s     > 10,000 
## 5429                                                  Masterâ\200\231s   1000-9,999 
## 5430                                                  Masterâ\200\231s         0-49 
## 5431                                                Bachelorâ\200\231s         0-49 
## 5432                                                  Masterâ\200\231s   1000-9,999 
## 5433                                                  Masterâ\200\231s     > 10,000 
## 5434                                                  Masterâ\200\231s          <NA>
## 5435                                       I prefer not to answer      50-249 
## 5436                                                  Masterâ\200\231s     > 10,000 
## 5437                                                  Masterâ\200\231s          <NA>
## 5438                                                    Doctoral   1000-9,999 
## 5439                                                    Doctoral         0-49 
## 5440                                                Bachelorâ\200\231s         0-49 
## 5441                                                  Masterâ\200\231s       50-249 
## 5442                                                  Masterâ\200\231s          <NA>
## 5443                                                    Doctoral          <NA>
## 5444                                                  Masterâ\200\231s     > 10,000 
## 5445                                                  Masterâ\200\231s     > 10,000 
## 5446                                                  Masterâ\200\231s          <NA>
## 5447                                                Bachelorâ\200\231s          <NA>
## 5448                                                Bachelorâ\200\231s         0-49 
## 5449                                                Bachelorâ\200\231s   1000-9,999 
## 5450                                                Bachelorâ\200\231s      250-999 
## 5451                                                  Masterâ\200\231s      250-999 
## 5452                                                    Doctoral     > 10,000 
## 5453                                                    Doctoral       50-249 
## 5454                                                  Masterâ\200\231s     > 10,000 
## 5455                                                  Masterâ\200\231s     > 10,000 
## 5456                                                  Masterâ\200\231s     > 10,000 
## 5457                                                    Doctoral      250-999 
## 5458                                                Bachelorâ\200\231s      250-999 
## 5459                                                Bachelorâ\200\231s     > 10,000 
## 5460                                                  Masterâ\200\231s       50-249 
## 5461                                                  Masterâ\200\231s       50-249 
## 5462                         No formal education past high school  1000-9,999 
## 5463                                                  Masterâ\200\231s          <NA>
## 5464                                                Bachelorâ\200\231s         0-49 
## 5465                                                  Masterâ\200\231s   1000-9,999 
## 5466                                                Bachelorâ\200\231s         0-49 
## 5467                                                  Masterâ\200\231s   1000-9,999 
## 5468                                                Bachelorâ\200\231s          <NA>
## 5469                                                    Doctoral     > 10,000 
## 5470                                                  Masterâ\200\231s         0-49 
## 5471                                                  Masterâ\200\231s      250-999 
## 5472                                                  Masterâ\200\231s          <NA>
## 5473                                                  Masterâ\200\231s   1000-9,999 
## 5474                                                Bachelorâ\200\231s          <NA>
## 5475                                                  Masterâ\200\231s   1000-9,999 
## 5476                                                    Doctoral      250-999 
## 5477                                                    Doctoral         0-49 
## 5478                                                  Masterâ\200\231s     > 10,000 
## 5479                                                    Doctoral         0-49 
## 5480                                                  Masterâ\200\231s      250-999 
## 5481                                                    Doctoral     > 10,000 
## 5482                                                    Doctoral      250-999 
## 5483                                                    Doctoral         0-49 
## 5484                                                Professional          <NA>
## 5485                                                  Masterâ\200\231s      250-999 
## 5486                                                  Masterâ\200\231s          <NA>
## 5487                                                    Doctoral      250-999 
## 5488                         No formal education past high school        0-49 
## 5489                                                    Doctoral      250-999 
## 5490                                                  Masterâ\200\231s       50-249 
## 5491                                                  Masterâ\200\231s         0-49 
## 5492                                                Bachelorâ\200\231s         0-49 
## 5493                                                Bachelorâ\200\231s       50-249 
## 5494                                                Professional   1000-9,999 
## 5495                                                  Masterâ\200\231s         0-49 
## 5496                                                  Masterâ\200\231s       50-249 
## 5497                                                Bachelorâ\200\231s       50-249 
## 5498                                                  Masterâ\200\231s      250-999 
## 5499                                                Bachelorâ\200\231s          <NA>
## 5500                                                  Masterâ\200\231s          <NA>
## 5501                                                  Masterâ\200\231s          <NA>
## 5502                                                Bachelorâ\200\231s   1000-9,999 
## 5503                                                    Doctoral         0-49 
## 5504                                                Bachelorâ\200\231s     > 10,000 
## 5505                                                Bachelorâ\200\231s   1000-9,999 
## 5506                                                Bachelorâ\200\231s         0-49 
## 5507                                                  Masterâ\200\231s         0-49 
## 5508                                                Bachelorâ\200\231s       50-249 
## 5509                                                Bachelorâ\200\231s     > 10,000 
## 5510                                                  Masterâ\200\231s         0-49 
## 5511                                                Bachelorâ\200\231s       50-249 
## 5512                                                  Masterâ\200\231s      250-999 
## 5513                                                Bachelorâ\200\231s          <NA>
## 5514                                                  Masterâ\200\231s          <NA>
## 5515                                                Bachelorâ\200\231s     > 10,000 
## 5516                                                  Masterâ\200\231s       50-249 
## 5517                                                Bachelorâ\200\231s      250-999 
## 5518                                                    Doctoral      250-999 
## 5519                                                    Doctoral       50-249 
## 5520                                                  Masterâ\200\231s     > 10,000 
## 5521                                                Bachelorâ\200\231s      250-999 
## 5522                                                Bachelorâ\200\231s       50-249 
## 5523                                                  Masterâ\200\231s     > 10,000 
## 5524 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5525                                                  Masterâ\200\231s     > 10,000 
## 5526                                                    Doctoral         0-49 
## 5527                                                    Doctoral          <NA>
## 5528                                                Bachelorâ\200\231s     > 10,000 
## 5529                                                  Masterâ\200\231s          <NA>
## 5530                                                Bachelorâ\200\231s   1000-9,999 
## 5531                                                  Masterâ\200\231s          <NA>
## 5532                                                Professional          <NA>
## 5533                                                    Doctoral   1000-9,999 
## 5534                                                  Masterâ\200\231s         0-49 
## 5535                                                  Masterâ\200\231s       50-249 
## 5536                                                    Doctoral     > 10,000 
## 5537                                                  Masterâ\200\231s         0-49 
## 5538                                                    Doctoral       50-249 
## 5539                                                  Masterâ\200\231s          <NA>
## 5540                                                Bachelorâ\200\231s          <NA>
## 5541                                                  Masterâ\200\231s     > 10,000 
## 5542                                                  Masterâ\200\231s     > 10,000 
## 5543                                                  Masterâ\200\231s     > 10,000 
## 5544                                                Bachelorâ\200\231s         0-49 
## 5545                                                  Masterâ\200\231s       50-249 
## 5546                                                Bachelorâ\200\231s          <NA>
## 5547                                                Bachelorâ\200\231s         0-49 
## 5548                                                  Masterâ\200\231s     > 10,000 
## 5549                                                Bachelorâ\200\231s   1000-9,999 
## 5550                                                  Masterâ\200\231s       50-249 
## 5551                                                Bachelorâ\200\231s      250-999 
## 5552                                                Bachelorâ\200\231s          <NA>
## 5553                                                  Masterâ\200\231s     > 10,000 
## 5554                                                Bachelorâ\200\231s          <NA>
## 5555                                                  Masterâ\200\231s         0-49 
## 5556                                                    Doctoral          <NA>
## 5557                                                Bachelorâ\200\231s     > 10,000 
## 5558                                                  Masterâ\200\231s     > 10,000 
## 5559                                                    Doctoral         0-49 
## 5560                                                Bachelorâ\200\231s          <NA>
## 5561                                                  Masterâ\200\231s          <NA>
## 5562                                                Bachelorâ\200\231s       50-249 
## 5563                                                  Masterâ\200\231s         0-49 
## 5564                                                Bachelorâ\200\231s          <NA>
## 5565                                                    Doctoral   1000-9,999 
## 5566                                                  Masterâ\200\231s       50-249 
## 5567                                                    Doctoral      250-999 
## 5568                                                  Masterâ\200\231s          <NA>
## 5569                                                    Doctoral          <NA>
## 5570                                       I prefer not to answer      50-249 
## 5571                                                  Masterâ\200\231s          <NA>
## 5572                                                Professional         0-49 
## 5573                                                Bachelorâ\200\231s   1000-9,999 
## 5574                                                    Doctoral   1000-9,999 
## 5575                                                  Masterâ\200\231s      250-999 
## 5576                                                  Masterâ\200\231s         0-49 
## 5577                                                  Masterâ\200\231s   1000-9,999 
## 5578                         No formal education past high school         <NA>
## 5579                                                  Masterâ\200\231s          <NA>
## 5580                                                  Masterâ\200\231s   1000-9,999 
## 5581                                                  Masterâ\200\231s   1000-9,999 
## 5582                                                    Doctoral         0-49 
## 5583                                                  Masterâ\200\231s          <NA>
## 5584                                                  Masterâ\200\231s          <NA>
## 5585                                                    Doctoral      250-999 
## 5586                                                  Masterâ\200\231s      250-999 
## 5587                                                  Masterâ\200\231s         0-49 
## 5588                                                  Masterâ\200\231s      250-999 
## 5589                                                    Doctoral      250-999 
## 5590                         No formal education past high school        0-49 
## 5591                                                Bachelorâ\200\231s   1000-9,999 
## 5592                                                Bachelorâ\200\231s          <NA>
## 5593                                                    Doctoral         0-49 
## 5594                                                    Doctoral          <NA>
## 5595                                                    Doctoral   1000-9,999 
## 5596                                                Bachelorâ\200\231s      250-999 
## 5597                                                Bachelorâ\200\231s   1000-9,999 
## 5598                                                    Doctoral          <NA>
## 5599                                                Bachelorâ\200\231s          <NA>
## 5600                                                  Masterâ\200\231s      250-999 
## 5601                                                Bachelorâ\200\231s          <NA>
## 5602                                                    Doctoral   1000-9,999 
## 5603                                                  Masterâ\200\231s         0-49 
## 5604                                                    Doctoral     > 10,000 
## 5605                                                  Masterâ\200\231s          <NA>
## 5606                                                  Masterâ\200\231s      250-999 
## 5607                                                Professional     > 10,000 
## 5608                                                  Masterâ\200\231s          <NA>
## 5609                                                Bachelorâ\200\231s         0-49 
## 5610                                                Bachelorâ\200\231s         0-49 
## 5611                                                Bachelorâ\200\231s   1000-9,999 
## 5612                                                Bachelorâ\200\231s          <NA>
## 5613                                                  Masterâ\200\231s      250-999 
## 5614                                                Bachelorâ\200\231s         0-49 
## 5615                                                  Masterâ\200\231s     > 10,000 
## 5616                                                Bachelorâ\200\231s         0-49 
## 5617 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5618                                                Bachelorâ\200\231s          <NA>
## 5619                                                Bachelorâ\200\231s          <NA>
## 5620                                                  Masterâ\200\231s      250-999 
## 5621                                                Bachelorâ\200\231s          <NA>
## 5622                                                Bachelorâ\200\231s         0-49 
## 5623                                                  Masterâ\200\231s         0-49 
## 5624                                                Bachelorâ\200\231s          <NA>
## 5625                                                    Doctoral   1000-9,999 
## 5626                                                    Doctoral         0-49 
## 5627                                                Bachelorâ\200\231s       50-249 
## 5628                                                Professional         0-49 
## 5629                                                  Masterâ\200\231s   1000-9,999 
## 5630                                                    Doctoral          <NA>
## 5631                                                Professional     > 10,000 
## 5632                                                Bachelorâ\200\231s          <NA>
## 5633                                                  Masterâ\200\231s         0-49 
## 5634                                                Bachelorâ\200\231s       50-249 
## 5635                                                  Masterâ\200\231s     > 10,000 
## 5636                                                  Masterâ\200\231s          <NA>
## 5637                                                Bachelorâ\200\231s          <NA>
## 5638                                                    Doctoral   1000-9,999 
## 5639                                                Professional     > 10,000 
## 5640                                                    Doctoral      250-999 
## 5641                                                    Doctoral      250-999 
## 5642 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5643                                                Bachelorâ\200\231s          <NA>
## 5644                                                  Masterâ\200\231s          <NA>
## 5645                                                  Masterâ\200\231s       50-249 
## 5646                                                  Masterâ\200\231s         0-49 
## 5647                                                  Masterâ\200\231s      250-999 
## 5648                                                    Doctoral          <NA>
## 5649                                                    Doctoral          <NA>
## 5650 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5651                                                    Doctoral       50-249 
## 5652                                                    Doctoral      250-999 
## 5653                         No formal education past high school         <NA>
## 5654                                                Bachelorâ\200\231s         0-49 
## 5655                         No formal education past high school      50-249 
## 5656 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 5657                                                  Masterâ\200\231s          <NA>
## 5658                                                Bachelorâ\200\231s          <NA>
## 5659                                                  Masterâ\200\231s     > 10,000 
## 5660                                                  Masterâ\200\231s     > 10,000 
## 5661                                                Professional       50-249 
## 5662                                                Bachelorâ\200\231s     > 10,000 
## 5663                                                    Doctoral       50-249 
## 5664                                                  Masterâ\200\231s     > 10,000 
## 5665                                                Bachelorâ\200\231s     > 10,000 
## 5666                                                  Masterâ\200\231s          <NA>
## 5667                                                Professional         0-49 
## 5668                                                Bachelorâ\200\231s     > 10,000 
## 5669                                                Bachelorâ\200\231s     > 10,000 
## 5670                                                Professional         0-49 
## 5671                                                Bachelorâ\200\231s      250-999 
## 5672                                                Bachelorâ\200\231s          <NA>
## 5673                                                Bachelorâ\200\231s         0-49 
## 5674                                                  Masterâ\200\231s         0-49 
## 5675                                                    Doctoral         0-49 
## 5676 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 5677                                                Bachelorâ\200\231s          <NA>
## 5678                                                  Masterâ\200\231s         0-49 
## 5679                                                Bachelorâ\200\231s       50-249 
## 5680                                                  Masterâ\200\231s          <NA>
## 5681                                                         <NA>         <NA>
## 5682                                                Bachelorâ\200\231s       50-249 
## 5683                                                Bachelorâ\200\231s     > 10,000 
## 5684                                                  Masterâ\200\231s         0-49 
## 5685                                                  Masterâ\200\231s         0-49 
## 5686                                                Bachelorâ\200\231s          <NA>
## 5687                                                  Masterâ\200\231s         0-49 
## 5688                                                    Doctoral         0-49 
## 5689                                                Bachelorâ\200\231s   1000-9,999 
## 5690                                                  Masterâ\200\231s         0-49 
## 5691                                                  Masterâ\200\231s   1000-9,999 
## 5692                                                  Masterâ\200\231s      250-999 
## 5693                                                Bachelorâ\200\231s          <NA>
## 5694                                                Bachelorâ\200\231s          <NA>
## 5695                                                Bachelorâ\200\231s      250-999 
## 5696                                                Bachelorâ\200\231s      250-999 
## 5697                                                  Masterâ\200\231s   1000-9,999 
## 5698                                                Bachelorâ\200\231s     > 10,000 
## 5699                                                    Doctoral         0-49 
## 5700                                                  Masterâ\200\231s       50-249 
## 5701                                                Bachelorâ\200\231s          <NA>
## 5702                                                  Masterâ\200\231s     > 10,000 
## 5703                                                Bachelorâ\200\231s          <NA>
## 5704                                                  Masterâ\200\231s       50-249 
## 5705 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 5706                                                Bachelorâ\200\231s   1000-9,999 
## 5707                                                Bachelorâ\200\231s      250-999 
## 5708                                                  Masterâ\200\231s     > 10,000 
## 5709                                                Bachelorâ\200\231s         0-49 
## 5710                                                Bachelorâ\200\231s         0-49 
## 5711                                                  Masterâ\200\231s       50-249 
## 5712                                                Bachelorâ\200\231s     > 10,000 
## 5713                                                  Masterâ\200\231s     > 10,000 
## 5714                                                Bachelorâ\200\231s     > 10,000 
## 5715                                                  Masterâ\200\231s     > 10,000 
## 5716                                                  Masterâ\200\231s         0-49 
## 5717                                                  Masterâ\200\231s     > 10,000 
## 5718                                                    Doctoral         0-49 
## 5719                                                  Masterâ\200\231s       50-249 
## 5720                                                Bachelorâ\200\231s          <NA>
## 5721                                                Bachelorâ\200\231s          <NA>
## 5722                                                  Masterâ\200\231s       50-249 
## 5723                                                Bachelorâ\200\231s      250-999 
## 5724                                                Bachelorâ\200\231s     > 10,000 
## 5725                                                Bachelorâ\200\231s          <NA>
## 5726                                                Bachelorâ\200\231s          <NA>
## 5727                                                  Masterâ\200\231s         0-49 
## 5728                                                Bachelorâ\200\231s          <NA>
## 5729                                                  Masterâ\200\231s         0-49 
## 5730                                                Bachelorâ\200\231s     > 10,000 
## 5731                                                Bachelorâ\200\231s   1000-9,999 
## 5732                                                    Doctoral          <NA>
## 5733                                                  Masterâ\200\231s       50-249 
## 5734                                                Bachelorâ\200\231s      250-999 
## 5735                                                Bachelorâ\200\231s   1000-9,999 
## 5736                                                  Masterâ\200\231s         0-49 
## 5737                                                Bachelorâ\200\231s   1000-9,999 
## 5738                                                  Masterâ\200\231s         0-49 
## 5739                                                Bachelorâ\200\231s     > 10,000 
## 5740                                                  Masterâ\200\231s         0-49 
## 5741                                                Bachelorâ\200\231s     > 10,000 
## 5742                                                Bachelorâ\200\231s          <NA>
## 5743                                                Bachelorâ\200\231s       50-249 
## 5744                                                  Masterâ\200\231s         0-49 
## 5745 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5746                                                  Masterâ\200\231s      250-999 
## 5747                                                Bachelorâ\200\231s          <NA>
## 5748                                                  Masterâ\200\231s          <NA>
## 5749                                                  Masterâ\200\231s   1000-9,999 
## 5750                                                Bachelorâ\200\231s         0-49 
## 5751                                                  Masterâ\200\231s          <NA>
## 5752                                                  Masterâ\200\231s     > 10,000 
## 5753                                       I prefer not to answer        0-49 
## 5754                         No formal education past high school      50-249 
## 5755                                                  Masterâ\200\231s          <NA>
## 5756 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5757                                                Bachelorâ\200\231s     > 10,000 
## 5758                                                  Masterâ\200\231s   1000-9,999 
## 5759                                                  Masterâ\200\231s       50-249 
## 5760                                                Bachelorâ\200\231s          <NA>
## 5761                                                  Masterâ\200\231s          <NA>
## 5762                                                  Masterâ\200\231s     > 10,000 
## 5763                                                  Masterâ\200\231s          <NA>
## 5764                                                    Doctoral          <NA>
## 5765                                                Bachelorâ\200\231s   1000-9,999 
## 5766                                                  Masterâ\200\231s     > 10,000 
## 5767                                                  Masterâ\200\231s     > 10,000 
## 5768                                                Bachelorâ\200\231s          <NA>
## 5769                                                Bachelorâ\200\231s          <NA>
## 5770                                                  Masterâ\200\231s     > 10,000 
## 5771                                                Bachelorâ\200\231s         0-49 
## 5772                                                  Masterâ\200\231s       50-249 
## 5773                                                    Doctoral      250-999 
## 5774                                                  Masterâ\200\231s   1000-9,999 
## 5775                                                  Masterâ\200\231s      250-999 
## 5776 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5777                                                  Masterâ\200\231s         0-49 
## 5778                                                Bachelorâ\200\231s     > 10,000 
## 5779                                                Bachelorâ\200\231s          <NA>
## 5780                                                Professional     > 10,000 
## 5781                                                  Masterâ\200\231s       50-249 
## 5782                                                Bachelorâ\200\231s   1000-9,999 
## 5783                                                    Doctoral     > 10,000 
## 5784                                                  Masterâ\200\231s     > 10,000 
## 5785 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5786                                                Bachelorâ\200\231s       50-249 
## 5787                                                  Masterâ\200\231s          <NA>
## 5788                                                  Masterâ\200\231s       50-249 
## 5789 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 5790                                                  Masterâ\200\231s          <NA>
## 5791                                                    Doctoral         0-49 
## 5792                                                  Masterâ\200\231s          <NA>
## 5793                                                Bachelorâ\200\231s          <NA>
## 5794                                                  Masterâ\200\231s         0-49 
## 5795                                                  Masterâ\200\231s         0-49 
## 5796                                                Bachelorâ\200\231s     > 10,000 
## 5797                                                    Doctoral          <NA>
## 5798                                                    Doctoral         0-49 
## 5799                                                  Masterâ\200\231s         0-49 
## 5800                                                    Doctoral      250-999 
## 5801                                                  Masterâ\200\231s     > 10,000 
## 5802                                                  Masterâ\200\231s          <NA>
## 5803                                                Bachelorâ\200\231s          <NA>
## 5804                                                  Masterâ\200\231s         0-49 
## 5805                                                  Masterâ\200\231s   1000-9,999 
## 5806                                                Bachelorâ\200\231s      250-999 
## 5807                                                  Masterâ\200\231s     > 10,000 
## 5808                                                  Masterâ\200\231s     > 10,000 
## 5809                                                  Masterâ\200\231s      250-999 
## 5810                                                  Masterâ\200\231s         0-49 
## 5811                                                  Masterâ\200\231s      250-999 
## 5812                                                  Masterâ\200\231s          <NA>
## 5813                                                  Masterâ\200\231s      250-999 
## 5814                                                    Doctoral     > 10,000 
## 5815                                                Bachelorâ\200\231s   1000-9,999 
## 5816                                                Professional   1000-9,999 
## 5817                                                Bachelorâ\200\231s         0-49 
## 5818                                                    Doctoral     > 10,000 
## 5819 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5820                                                  Masterâ\200\231s   1000-9,999 
## 5821                                                  Masterâ\200\231s     > 10,000 
## 5822                                                  Masterâ\200\231s         0-49 
## 5823                                                Bachelorâ\200\231s   1000-9,999 
## 5824                                                  Masterâ\200\231s     > 10,000 
## 5825                                                Bachelorâ\200\231s     > 10,000 
## 5826                                                    Doctoral         0-49 
## 5827                                                  Masterâ\200\231s       50-249 
## 5828                                                  Masterâ\200\231s         0-49 
## 5829                                                  Masterâ\200\231s   1000-9,999 
## 5830                                                Bachelorâ\200\231s   1000-9,999 
## 5831                                                  Masterâ\200\231s         0-49 
## 5832                                                    Doctoral          <NA>
## 5833                                                  Masterâ\200\231s          <NA>
## 5834                                                  Masterâ\200\231s         0-49 
## 5835                                                  Masterâ\200\231s          <NA>
## 5836                                                  Masterâ\200\231s     > 10,000 
## 5837                                                    Doctoral   1000-9,999 
## 5838                                                Bachelorâ\200\231s         0-49 
## 5839                                                  Masterâ\200\231s      250-999 
## 5840                                                Bachelorâ\200\231s     > 10,000 
## 5841                                                    Doctoral      250-999 
## 5842                                                Bachelorâ\200\231s      250-999 
## 5843                                                    Doctoral         0-49 
## 5844                                                  Masterâ\200\231s     > 10,000 
## 5845                                                    Doctoral       50-249 
## 5846                                                Bachelorâ\200\231s   1000-9,999 
## 5847                                                  Masterâ\200\231s     > 10,000 
## 5848                                                Bachelorâ\200\231s          <NA>
## 5849                                                    Doctoral      250-999 
## 5850                                                  Masterâ\200\231s          <NA>
## 5851                                                  Masterâ\200\231s          <NA>
## 5852                                                    Doctoral   1000-9,999 
## 5853                                                Bachelorâ\200\231s   1000-9,999 
## 5854 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 5855                                                  Masterâ\200\231s          <NA>
## 5856                                       I prefer not to answer         <NA>
## 5857                                                  Masterâ\200\231s         0-49 
## 5858                                                  Masterâ\200\231s       50-249 
## 5859                                                Bachelorâ\200\231s          <NA>
## 5860                                                Bachelorâ\200\231s         0-49 
## 5861                                                  Masterâ\200\231s   1000-9,999 
## 5862                                                Bachelorâ\200\231s   1000-9,999 
## 5863                                                Bachelorâ\200\231s       50-249 
## 5864                                                    Doctoral   1000-9,999 
## 5865                                                Bachelorâ\200\231s          <NA>
## 5866                                                  Masterâ\200\231s   1000-9,999 
## 5867                                                    Doctoral          <NA>
## 5868                                                    Doctoral   1000-9,999 
## 5869                                                Bachelorâ\200\231s          <NA>
## 5870                                                    Doctoral       50-249 
## 5871                                                  Masterâ\200\231s     > 10,000 
## 5872                                                  Masterâ\200\231s      250-999 
## 5873                                                  Masterâ\200\231s     > 10,000 
## 5874                                                  Masterâ\200\231s          <NA>
## 5875 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5876                                                  Masterâ\200\231s       50-249 
## 5877                                                    Doctoral      250-999 
## 5878                                                  Masterâ\200\231s     > 10,000 
## 5879                                                  Masterâ\200\231s         0-49 
## 5880                                                  Masterâ\200\231s     > 10,000 
## 5881                                                  Masterâ\200\231s         0-49 
## 5882                                                  Masterâ\200\231s     > 10,000 
## 5883                                                  Masterâ\200\231s         0-49 
## 5884                                                Bachelorâ\200\231s     > 10,000 
## 5885                                                  Masterâ\200\231s         0-49 
## 5886                                                Bachelorâ\200\231s          <NA>
## 5887                                                  Masterâ\200\231s   1000-9,999 
## 5888                                                  Masterâ\200\231s     > 10,000 
## 5889                                                Bachelorâ\200\231s       50-249 
## 5890                                                    Doctoral   1000-9,999 
## 5891                                                  Masterâ\200\231s     > 10,000 
## 5892                                                  Masterâ\200\231s   1000-9,999 
## 5893                                                  Masterâ\200\231s   1000-9,999 
## 5894                                                  Masterâ\200\231s         0-49 
## 5895                                                    Doctoral         0-49 
## 5896                                                  Masterâ\200\231s          <NA>
## 5897                                                Bachelorâ\200\231s          <NA>
## 5898                                                  Masterâ\200\231s         0-49 
## 5899                                                Bachelorâ\200\231s          <NA>
## 5900                                                  Masterâ\200\231s   1000-9,999 
## 5901                                                  Masterâ\200\231s      250-999 
## 5902                                                    Doctoral   1000-9,999 
## 5903 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5904                                                  Masterâ\200\231s       50-249 
## 5905                                                  Masterâ\200\231s          <NA>
## 5906                                                  Masterâ\200\231s         0-49 
## 5907                                                Bachelorâ\200\231s   1000-9,999 
## 5908                                                Bachelorâ\200\231s     > 10,000 
## 5909                                                  Masterâ\200\231s         0-49 
## 5910                                                  Masterâ\200\231s      250-999 
## 5911                                                  Masterâ\200\231s       50-249 
## 5912                                                  Masterâ\200\231s   1000-9,999 
## 5913                                                    Doctoral         0-49 
## 5914                                                    Doctoral      250-999 
## 5915                                                    Doctoral     > 10,000 
## 5916                                                  Masterâ\200\231s       50-249 
## 5917                                                Bachelorâ\200\231s     > 10,000 
## 5918                                                    Doctoral     > 10,000 
## 5919                                                  Masterâ\200\231s       50-249 
## 5920                                                  Masterâ\200\231s       50-249 
## 5921                                                  Masterâ\200\231s      250-999 
## 5922                                                  Masterâ\200\231s      250-999 
## 5923                                                Bachelorâ\200\231s       50-249 
## 5924                                                Bachelorâ\200\231s          <NA>
## 5925                                                  Masterâ\200\231s         0-49 
## 5926                                                  Masterâ\200\231s          <NA>
## 5927                                                Professional   1000-9,999 
## 5928                                                Bachelorâ\200\231s          <NA>
## 5929 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5930                                                  Masterâ\200\231s         0-49 
## 5931                                                    Doctoral   1000-9,999 
## 5932                                                  Masterâ\200\231s       50-249 
## 5933                                                  Masterâ\200\231s   1000-9,999 
## 5934                                                  Masterâ\200\231s   1000-9,999 
## 5935                                                Bachelorâ\200\231s       50-249 
## 5936                                                Bachelorâ\200\231s         0-49 
## 5937                                                    Doctoral   1000-9,999 
## 5938                                                    Doctoral   1000-9,999 
## 5939                                                Bachelorâ\200\231s          <NA>
## 5940                                       I prefer not to answer      50-249 
## 5941                                                  Masterâ\200\231s          <NA>
## 5942                                                Bachelorâ\200\231s   1000-9,999 
## 5943                                                Professional     > 10,000 
## 5944                                                  Masterâ\200\231s       50-249 
## 5945                                                  Masterâ\200\231s          <NA>
## 5946                                                  Masterâ\200\231s     > 10,000 
## 5947                                                  Masterâ\200\231s       50-249 
## 5948                                                  Masterâ\200\231s   1000-9,999 
## 5949                                                  Masterâ\200\231s          <NA>
## 5950                                                    Doctoral   1000-9,999 
## 5951                                                Professional         0-49 
## 5952                                       I prefer not to answer  1000-9,999 
## 5953                                                Bachelorâ\200\231s         0-49 
## 5954                                                    Doctoral         0-49 
## 5955                                                Bachelorâ\200\231s     > 10,000 
## 5956                                                Bachelorâ\200\231s       50-249 
## 5957                                                    Doctoral   1000-9,999 
## 5958                                                Bachelorâ\200\231s         0-49 
## 5959                                                    Doctoral          <NA>
## 5960                                                Bachelorâ\200\231s   1000-9,999 
## 5961                                                    Doctoral   1000-9,999 
## 5962                                                  Masterâ\200\231s         0-49 
## 5963                                                  Masterâ\200\231s       50-249 
## 5964                                                    Doctoral      250-999 
## 5965                                                  Masterâ\200\231s          <NA>
## 5966                                                Bachelorâ\200\231s   1000-9,999 
## 5967                                                  Masterâ\200\231s   1000-9,999 
## 5968                                                  Masterâ\200\231s         0-49 
## 5969                                                  Masterâ\200\231s      250-999 
## 5970                                                  Masterâ\200\231s     > 10,000 
## 5971                                                    Doctoral     > 10,000 
## 5972                                                  Masterâ\200\231s      250-999 
## 5973                                                Bachelorâ\200\231s      250-999 
## 5974                                                  Masterâ\200\231s          <NA>
## 5975                                                  Masterâ\200\231s         0-49 
## 5976 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 5977                                                  Masterâ\200\231s      250-999 
## 5978                                                    Doctoral         0-49 
## 5979                                                  Masterâ\200\231s     > 10,000 
## 5980                                                  Masterâ\200\231s          <NA>
## 5981                                                  Masterâ\200\231s         0-49 
## 5982                                                  Masterâ\200\231s     > 10,000 
## 5983                                                  Masterâ\200\231s         0-49 
## 5984                                                Bachelorâ\200\231s     > 10,000 
## 5985                                                  Masterâ\200\231s     > 10,000 
## 5986                                                  Masterâ\200\231s     > 10,000 
## 5987                                                Professional         0-49 
## 5988                                                Bachelorâ\200\231s     > 10,000 
## 5989                                                  Masterâ\200\231s     > 10,000 
## 5990                                                Bachelorâ\200\231s     > 10,000 
## 5991                                                Bachelorâ\200\231s     > 10,000 
## 5992                                                    Doctoral   1000-9,999 
## 5993                                                Bachelorâ\200\231s          <NA>
## 5994                                                Bachelorâ\200\231s     > 10,000 
## 5995                                                  Masterâ\200\231s      250-999 
## 5996                                                Bachelorâ\200\231s          <NA>
## 5997                                                Bachelorâ\200\231s      250-999 
## 5998                                                Bachelorâ\200\231s      250-999 
## 5999                                                Bachelorâ\200\231s          <NA>
## 6000                                                  Masterâ\200\231s          <NA>
## 6001                                                Bachelorâ\200\231s          <NA>
## 6002                                                  Masterâ\200\231s       50-249 
## 6003                                                  Masterâ\200\231s          <NA>
## 6004                                                Professional   1000-9,999 
## 6005                                                Bachelorâ\200\231s     > 10,000 
## 6006                                                  Masterâ\200\231s         0-49 
## 6007                                                  Masterâ\200\231s          <NA>
## 6008                                                  Masterâ\200\231s     > 10,000 
## 6009                                                Bachelorâ\200\231s         0-49 
## 6010                                                  Masterâ\200\231s     > 10,000 
## 6011                                                    Doctoral     > 10,000 
## 6012                                                  Masterâ\200\231s         0-49 
## 6013                                                Bachelorâ\200\231s     > 10,000 
## 6014                                                  Masterâ\200\231s   1000-9,999 
## 6015                                                Bachelorâ\200\231s          <NA>
## 6016                                                    Doctoral       50-249 
## 6017                                                  Masterâ\200\231s      250-999 
## 6018                                                  Masterâ\200\231s          <NA>
## 6019                                                  Masterâ\200\231s          <NA>
## 6020                                                  Masterâ\200\231s          <NA>
## 6021                                                Bachelorâ\200\231s          <NA>
## 6022                                       I prefer not to answer    > 10,000 
## 6023                                                  Masterâ\200\231s       50-249 
## 6024                                                    Doctoral      250-999 
## 6025                                                Bachelorâ\200\231s   1000-9,999 
## 6026                                                  Masterâ\200\231s          <NA>
## 6027                                                  Masterâ\200\231s     > 10,000 
## 6028                                                  Masterâ\200\231s     > 10,000 
## 6029                                                  Masterâ\200\231s     > 10,000 
## 6030                                                Bachelorâ\200\231s       50-249 
## 6031                                                    Doctoral   1000-9,999 
## 6032                                                Bachelorâ\200\231s          <NA>
## 6033                                                Bachelorâ\200\231s     > 10,000 
## 6034                                                  Masterâ\200\231s          <NA>
## 6035                                                Bachelorâ\200\231s         0-49 
## 6036                                                    Doctoral   1000-9,999 
## 6037                                                  Masterâ\200\231s   1000-9,999 
## 6038                                                Bachelorâ\200\231s          <NA>
## 6039                                                Bachelorâ\200\231s     > 10,000 
## 6040                                                Bachelorâ\200\231s          <NA>
## 6041                                                Bachelorâ\200\231s          <NA>
## 6042                                                  Masterâ\200\231s   1000-9,999 
## 6043                                                Bachelorâ\200\231s          <NA>
## 6044                                                  Masterâ\200\231s   1000-9,999 
## 6045                                                  Masterâ\200\231s       50-249 
## 6046                                                Bachelorâ\200\231s          <NA>
## 6047                                                Bachelorâ\200\231s       50-249 
## 6048                                                    Doctoral       50-249 
## 6049                                                    Doctoral         0-49 
## 6050                                                Bachelorâ\200\231s   1000-9,999 
## 6051                                                Bachelorâ\200\231s       50-249 
## 6052                                                  Masterâ\200\231s         0-49 
## 6053                                                Bachelorâ\200\231s     > 10,000 
## 6054                                                Bachelorâ\200\231s          <NA>
## 6055                                                Bachelorâ\200\231s         0-49 
## 6056                                                    Doctoral          <NA>
## 6057                                                  Masterâ\200\231s   1000-9,999 
## 6058                                       I prefer not to answer    > 10,000 
## 6059                                                  Masterâ\200\231s   1000-9,999 
## 6060                                                  Masterâ\200\231s         0-49 
## 6061                                                Bachelorâ\200\231s          <NA>
## 6062                                                Bachelorâ\200\231s         0-49 
## 6063                                                    Doctoral         0-49 
## 6064                                                  Masterâ\200\231s     > 10,000 
## 6065 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 6066                                                  Masterâ\200\231s   1000-9,999 
## 6067                                                  Masterâ\200\231s   1000-9,999 
## 6068                                                Bachelorâ\200\231s      250-999 
## 6069                                                Bachelorâ\200\231s          <NA>
## 6070                                                    Doctoral   1000-9,999 
## 6071                                                Bachelorâ\200\231s         0-49 
## 6072                                                    Doctoral     > 10,000 
## 6073 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6074                                                  Masterâ\200\231s       50-249 
## 6075                                                Bachelorâ\200\231s          <NA>
## 6076                                       I prefer not to answer         <NA>
## 6077                                                    Doctoral   1000-9,999 
## 6078                                                  Masterâ\200\231s          <NA>
## 6079                                                  Masterâ\200\231s         0-49 
## 6080                                                    Doctoral         0-49 
## 6081                                                    Doctoral   1000-9,999 
## 6082                                                    Doctoral      250-999 
## 6083 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6084                                                Bachelorâ\200\231s      250-999 
## 6085                                                  Masterâ\200\231s          <NA>
## 6086                                                Bachelorâ\200\231s          <NA>
## 6087                                                  Masterâ\200\231s          <NA>
## 6088                                                  Masterâ\200\231s         0-49 
## 6089                                                  Masterâ\200\231s         0-49 
## 6090                                                  Masterâ\200\231s         0-49 
## 6091                                                  Masterâ\200\231s       50-249 
## 6092                                                Bachelorâ\200\231s          <NA>
## 6093 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6094                                                  Masterâ\200\231s      250-999 
## 6095                                                  Masterâ\200\231s   1000-9,999 
## 6096                                                Bachelorâ\200\231s         0-49 
## 6097                                                  Masterâ\200\231s         0-49 
## 6098                                                  Masterâ\200\231s         0-49 
## 6099                                                  Masterâ\200\231s          <NA>
## 6100                                                Bachelorâ\200\231s         0-49 
## 6101                                                    Doctoral     > 10,000 
## 6102                                                  Masterâ\200\231s          <NA>
## 6103                                                  Masterâ\200\231s          <NA>
## 6104                                                    Doctoral     > 10,000 
## 6105                                                  Masterâ\200\231s       50-249 
## 6106                                                  Masterâ\200\231s          <NA>
## 6107                                                    Doctoral       50-249 
## 6108                                                    Doctoral          <NA>
## 6109                                       I prefer not to answer    > 10,000 
## 6110                                                  Masterâ\200\231s      250-999 
## 6111                                                Bachelorâ\200\231s       50-249 
## 6112                                                Bachelorâ\200\231s          <NA>
## 6113                                                Bachelorâ\200\231s       50-249 
## 6114                                                  Masterâ\200\231s         0-49 
## 6115                                                  Masterâ\200\231s         0-49 
## 6116                                                Bachelorâ\200\231s         0-49 
## 6117                                                    Doctoral   1000-9,999 
## 6118                                                Professional     > 10,000 
## 6119                                                  Masterâ\200\231s       50-249 
## 6120                                                  Masterâ\200\231s       50-249 
## 6121                                                  Masterâ\200\231s      250-999 
## 6122                                                  Masterâ\200\231s          <NA>
## 6123                                                  Masterâ\200\231s          <NA>
## 6124                                                    Doctoral         0-49 
## 6125                                                  Masterâ\200\231s         0-49 
## 6126                                                    Doctoral      250-999 
## 6127                                                Bachelorâ\200\231s         0-49 
## 6128                                                  Masterâ\200\231s     > 10,000 
## 6129                                                Professional         0-49 
## 6130                                                    Doctoral      250-999 
## 6131                                                    Doctoral       50-249 
## 6132                                                Bachelorâ\200\231s          <NA>
## 6133                                                  Masterâ\200\231s      250-999 
## 6134                                                Bachelorâ\200\231s         0-49 
## 6135                                                  Masterâ\200\231s   1000-9,999 
## 6136                                                  Masterâ\200\231s          <NA>
## 6137                                                  Masterâ\200\231s   1000-9,999 
## 6138                                                  Masterâ\200\231s          <NA>
## 6139                                                  Masterâ\200\231s   1000-9,999 
## 6140                                                  Masterâ\200\231s     > 10,000 
## 6141                                                  Masterâ\200\231s     > 10,000 
## 6142                                                  Masterâ\200\231s       50-249 
## 6143                                                  Masterâ\200\231s     > 10,000 
## 6144                                                  Masterâ\200\231s      250-999 
## 6145                                                Bachelorâ\200\231s       50-249 
## 6146                                                  Masterâ\200\231s       50-249 
## 6147                                                    Doctoral         0-49 
## 6148                                       I prefer not to answer  1000-9,999 
## 6149                                                Bachelorâ\200\231s          <NA>
## 6150                                                Bachelorâ\200\231s         0-49 
## 6151                                                  Masterâ\200\231s     > 10,000 
## 6152                                                  Masterâ\200\231s   1000-9,999 
## 6153                                                Bachelorâ\200\231s   1000-9,999 
## 6154                                                  Masterâ\200\231s   1000-9,999 
## 6155                                                    Doctoral      250-999 
## 6156                                                Bachelorâ\200\231s     > 10,000 
## 6157                                                Bachelorâ\200\231s      250-999 
## 6158                                                Bachelorâ\200\231s       50-249 
## 6159                                                Professional     > 10,000 
## 6160                                                  Masterâ\200\231s   1000-9,999 
## 6161 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6162                                                Bachelorâ\200\231s          <NA>
## 6163                                                Bachelorâ\200\231s          <NA>
## 6164                                                  Masterâ\200\231s   1000-9,999 
## 6165                                                Bachelorâ\200\231s   1000-9,999 
## 6166                                                Professional     > 10,000 
## 6167                                                  Masterâ\200\231s     > 10,000 
## 6168                                                Bachelorâ\200\231s         0-49 
## 6169                                                  Masterâ\200\231s          <NA>
## 6170                                                    Doctoral   1000-9,999 
## 6171                                                Bachelorâ\200\231s     > 10,000 
## 6172                                                Bachelorâ\200\231s       50-249 
## 6173                                                    Doctoral         0-49 
## 6174                                                Bachelorâ\200\231s         0-49 
## 6175                                                Bachelorâ\200\231s      250-999 
## 6176                                                Professional          <NA>
## 6177                                                  Masterâ\200\231s   1000-9,999 
## 6178                                                  Masterâ\200\231s         0-49 
## 6179                                                  Masterâ\200\231s          <NA>
## 6180                                                    Doctoral          <NA>
## 6181                                                  Masterâ\200\231s     > 10,000 
## 6182 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 6183                                                    Doctoral   1000-9,999 
## 6184                                                Bachelorâ\200\231s       50-249 
## 6185                                                Bachelorâ\200\231s     > 10,000 
## 6186                                                  Masterâ\200\231s   1000-9,999 
## 6187                                                    Doctoral      250-999 
## 6188                                                  Masterâ\200\231s          <NA>
## 6189                                                Bachelorâ\200\231s          <NA>
## 6190                                                  Masterâ\200\231s   1000-9,999 
## 6191                                                    Doctoral      250-999 
## 6192                                                Bachelorâ\200\231s         0-49 
## 6193                                                    Doctoral     > 10,000 
## 6194                                                Bachelorâ\200\231s     > 10,000 
## 6195                                                Bachelorâ\200\231s       50-249 
## 6196                                                Bachelorâ\200\231s   1000-9,999 
## 6197                                                  Masterâ\200\231s     > 10,000 
## 6198                                                Bachelorâ\200\231s   1000-9,999 
## 6199                                                    Doctoral       50-249 
## 6200                                                  Masterâ\200\231s         0-49 
## 6201                                                  Masterâ\200\231s          <NA>
## 6202                                                Bachelorâ\200\231s     > 10,000 
## 6203                                                Bachelorâ\200\231s       50-249 
## 6204                                                  Masterâ\200\231s   1000-9,999 
## 6205                                                  Masterâ\200\231s     > 10,000 
## 6206                                                Bachelorâ\200\231s          <NA>
## 6207                                                  Masterâ\200\231s   1000-9,999 
## 6208                                                Bachelorâ\200\231s         0-49 
## 6209                                                  Masterâ\200\231s      250-999 
## 6210                                                Bachelorâ\200\231s     > 10,000 
## 6211                                                    Doctoral      250-999 
## 6212                                                    Doctoral   1000-9,999 
## 6213                                                  Masterâ\200\231s     > 10,000 
## 6214                                                  Masterâ\200\231s         0-49 
## 6215                                                  Masterâ\200\231s      250-999 
## 6216                                                  Masterâ\200\231s   1000-9,999 
## 6217                                                  Masterâ\200\231s     > 10,000 
## 6218                                                    Doctoral      250-999 
## 6219                                                Professional          <NA>
## 6220                                                  Masterâ\200\231s     > 10,000 
## 6221                                                  Masterâ\200\231s   1000-9,999 
## 6222                                                    Doctoral     > 10,000 
## 6223                                                    Doctoral   1000-9,999 
## 6224 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 6225                                                  Masterâ\200\231s     > 10,000 
## 6226                                                Bachelorâ\200\231s     > 10,000 
## 6227                                                Bachelorâ\200\231s       50-249 
## 6228                                                Bachelorâ\200\231s          <NA>
## 6229                                                  Masterâ\200\231s     > 10,000 
## 6230                                                Bachelorâ\200\231s         0-49 
## 6231                                                  Masterâ\200\231s          <NA>
## 6232                                                Bachelorâ\200\231s         0-49 
## 6233                                                  Masterâ\200\231s       50-249 
## 6234                                                Bachelorâ\200\231s     > 10,000 
## 6235                                                Bachelorâ\200\231s     > 10,000 
## 6236                                                  Masterâ\200\231s   1000-9,999 
## 6237                                                    Doctoral       50-249 
## 6238                                                Bachelorâ\200\231s         0-49 
## 6239                                                  Masterâ\200\231s         0-49 
## 6240                                       I prefer not to answer    > 10,000 
## 6241                                                Bachelorâ\200\231s          <NA>
## 6242                         No formal education past high school     250-999 
## 6243                                                  Masterâ\200\231s          <NA>
## 6244                                                Bachelorâ\200\231s          <NA>
## 6245                                                    Doctoral     > 10,000 
## 6246                                                Bachelorâ\200\231s         0-49 
## 6247                                                Bachelorâ\200\231s          <NA>
## 6248                                                  Masterâ\200\231s     > 10,000 
## 6249                                                  Masterâ\200\231s     > 10,000 
## 6250                                                  Masterâ\200\231s      250-999 
## 6251                                                  Masterâ\200\231s     > 10,000 
## 6252                                                    Doctoral      250-999 
## 6253                                                Bachelorâ\200\231s         0-49 
## 6254                                                  Masterâ\200\231s         0-49 
## 6255                                                  Masterâ\200\231s       50-249 
## 6256                                                  Masterâ\200\231s     > 10,000 
## 6257                                                    Doctoral          <NA>
## 6258                                                Bachelorâ\200\231s         0-49 
## 6259                                                Bachelorâ\200\231s     > 10,000 
## 6260                                                  Masterâ\200\231s   1000-9,999 
## 6261                                                  Masterâ\200\231s         0-49 
## 6262                                                  Masterâ\200\231s     > 10,000 
## 6263                                                  Masterâ\200\231s     > 10,000 
## 6264                                                  Masterâ\200\231s          <NA>
## 6265                                                  Masterâ\200\231s       50-249 
## 6266                                                  Masterâ\200\231s   1000-9,999 
## 6267                                                    Doctoral         0-49 
## 6268                                                    Doctoral      250-999 
## 6269                                                Bachelorâ\200\231s          <NA>
## 6270                                                  Masterâ\200\231s         0-49 
## 6271                                                  Masterâ\200\231s          <NA>
## 6272                                                Bachelorâ\200\231s          <NA>
## 6273                                                Bachelorâ\200\231s   1000-9,999 
## 6274                                                    Doctoral     > 10,000 
## 6275                                                  Masterâ\200\231s      250-999 
## 6276                                                  Masterâ\200\231s   1000-9,999 
## 6277                                                Bachelorâ\200\231s      250-999 
## 6278                                                Bachelorâ\200\231s     > 10,000 
## 6279                                                  Masterâ\200\231s       50-249 
## 6280 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6281                                                  Masterâ\200\231s     > 10,000 
## 6282                                                Bachelorâ\200\231s      250-999 
## 6283                                                Bachelorâ\200\231s         0-49 
## 6284                                       I prefer not to answer      50-249 
## 6285                                                    Doctoral          <NA>
## 6286                                                Bachelorâ\200\231s     > 10,000 
## 6287                                                    Doctoral       50-249 
## 6288                                                Bachelorâ\200\231s   1000-9,999 
## 6289                                                Bachelorâ\200\231s          <NA>
## 6290                                                Bachelorâ\200\231s         0-49 
## 6291                                                Bachelorâ\200\231s          <NA>
## 6292                                                  Masterâ\200\231s     > 10,000 
## 6293                                                  Masterâ\200\231s   1000-9,999 
## 6294                                                    Doctoral         0-49 
## 6295                                                Bachelorâ\200\231s          <NA>
## 6296                                                  Masterâ\200\231s          <NA>
## 6297                                                Bachelorâ\200\231s          <NA>
## 6298                                                  Masterâ\200\231s   1000-9,999 
## 6299                                                  Masterâ\200\231s         0-49 
## 6300                                                    Doctoral       50-249 
## 6301                                                  Masterâ\200\231s     > 10,000 
## 6302                                                  Masterâ\200\231s       50-249 
## 6303                                                  Masterâ\200\231s          <NA>
## 6304                                                Bachelorâ\200\231s         0-49 
## 6305                                                  Masterâ\200\231s         0-49 
## 6306                                                    Doctoral      250-999 
## 6307                                                Bachelorâ\200\231s          <NA>
## 6308                                                  Masterâ\200\231s   1000-9,999 
## 6309                                                Bachelorâ\200\231s       50-249 
## 6310                                                  Masterâ\200\231s      250-999 
## 6311                                                Bachelorâ\200\231s          <NA>
## 6312                                                  Masterâ\200\231s          <NA>
## 6313                                                Bachelorâ\200\231s     > 10,000 
## 6314                                                Bachelorâ\200\231s   1000-9,999 
## 6315                                                Bachelorâ\200\231s          <NA>
## 6316                                                    Doctoral         0-49 
## 6317                                                    Doctoral   1000-9,999 
## 6318                                                Bachelorâ\200\231s     > 10,000 
## 6319                                                Bachelorâ\200\231s   1000-9,999 
## 6320                                                Bachelorâ\200\231s         0-49 
## 6321                                                    Doctoral         0-49 
## 6322                                                    Doctoral         0-49 
## 6323                                                Bachelorâ\200\231s         0-49 
## 6324                                                    Doctoral       50-249 
## 6325                                                Bachelorâ\200\231s     > 10,000 
## 6326                                                Bachelorâ\200\231s          <NA>
## 6327                                                    Doctoral   1000-9,999 
## 6328                                                  Masterâ\200\231s       50-249 
## 6329                                                    Doctoral   1000-9,999 
## 6330                                                  Masterâ\200\231s       50-249 
## 6331                                                Bachelorâ\200\231s          <NA>
## 6332                                                Bachelorâ\200\231s      250-999 
## 6333                                                  Masterâ\200\231s          <NA>
## 6334                                                Bachelorâ\200\231s         0-49 
## 6335                                                  Masterâ\200\231s   1000-9,999 
## 6336                                                  Masterâ\200\231s     > 10,000 
## 6337                                                Bachelorâ\200\231s       50-249 
## 6338                                                Bachelorâ\200\231s          <NA>
## 6339                                                Bachelorâ\200\231s         0-49 
## 6340                                                  Masterâ\200\231s       50-249 
## 6341                                                  Masterâ\200\231s         0-49 
## 6342                                                  Masterâ\200\231s         0-49 
## 6343                                                    Doctoral         0-49 
## 6344                                                Bachelorâ\200\231s         0-49 
## 6345                                                  Masterâ\200\231s       50-249 
## 6346                                                  Masterâ\200\231s     > 10,000 
## 6347                                                    Doctoral          <NA>
## 6348                                                Bachelorâ\200\231s       50-249 
## 6349                                                    Doctoral   1000-9,999 
## 6350                                                Bachelorâ\200\231s          <NA>
## 6351                                                  Masterâ\200\231s     > 10,000 
## 6352                                                    Doctoral     > 10,000 
## 6353                                                    Doctoral     > 10,000 
## 6354                                                Bachelorâ\200\231s     > 10,000 
## 6355                                                Bachelorâ\200\231s         0-49 
## 6356                                                Bachelorâ\200\231s   1000-9,999 
## 6357                                                  Masterâ\200\231s         0-49 
## 6358                                                  Masterâ\200\231s       50-249 
## 6359                                                Bachelorâ\200\231s          <NA>
## 6360                                                Bachelorâ\200\231s         0-49 
## 6361                                                    Doctoral     > 10,000 
## 6362                                                  Masterâ\200\231s   1000-9,999 
## 6363                                                    Doctoral     > 10,000 
## 6364                                                Bachelorâ\200\231s     > 10,000 
## 6365                                                Bachelorâ\200\231s          <NA>
## 6366                                                Bachelorâ\200\231s          <NA>
## 6367                                                    Doctoral   1000-9,999 
## 6368                                                  Masterâ\200\231s   1000-9,999 
## 6369                                                  Masterâ\200\231s   1000-9,999 
## 6370 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 6371                                                  Masterâ\200\231s     > 10,000 
## 6372                                                Professional         0-49 
## 6373                                                  Masterâ\200\231s         0-49 
## 6374                                                    Doctoral   1000-9,999 
## 6375                                                Bachelorâ\200\231s         0-49 
## 6376                                                    Doctoral   1000-9,999 
## 6377                                                  Masterâ\200\231s       50-249 
## 6378                                                Bachelorâ\200\231s   1000-9,999 
## 6379 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 6380                                                Bachelorâ\200\231s      250-999 
## 6381                                                  Masterâ\200\231s       50-249 
## 6382                                                  Masterâ\200\231s          <NA>
## 6383                                                  Masterâ\200\231s      250-999 
## 6384                                                    Doctoral         0-49 
## 6385                                                  Masterâ\200\231s      250-999 
## 6386                                                Bachelorâ\200\231s         0-49 
## 6387                                                    Doctoral   1000-9,999 
## 6388                                                  Masterâ\200\231s      250-999 
## 6389                                                  Masterâ\200\231s     > 10,000 
## 6390                                                Bachelorâ\200\231s          <NA>
## 6391                                                  Masterâ\200\231s   1000-9,999 
## 6392                                                  Masterâ\200\231s       50-249 
## 6393                                                    Doctoral         0-49 
## 6394                                                    Doctoral         0-49 
## 6395                                                Bachelorâ\200\231s   1000-9,999 
## 6396                                                  Masterâ\200\231s         0-49 
## 6397                                                  Masterâ\200\231s         0-49 
## 6398                                                Bachelorâ\200\231s          <NA>
## 6399                                                    Doctoral          <NA>
## 6400 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6401                                                  Masterâ\200\231s   1000-9,999 
## 6402                                                  Masterâ\200\231s   1000-9,999 
## 6403 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 6404                                                  Masterâ\200\231s         0-49 
## 6405                                                    Doctoral         0-49 
## 6406 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 6407                                                Professional         0-49 
## 6408                                                  Masterâ\200\231s      250-999 
## 6409                                                  Masterâ\200\231s          <NA>
## 6410                                                  Masterâ\200\231s          <NA>
## 6411                                                  Masterâ\200\231s      250-999 
## 6412                                                Bachelorâ\200\231s      250-999 
## 6413                                                  Masterâ\200\231s      250-999 
## 6414                                                Bachelorâ\200\231s     > 10,000 
## 6415                                                  Masterâ\200\231s       50-249 
## 6416                                                  Masterâ\200\231s         0-49 
## 6417                                                Bachelorâ\200\231s          <NA>
## 6418                                                Bachelorâ\200\231s         0-49 
## 6419                                                    Doctoral         0-49 
## 6420                                                  Masterâ\200\231s     > 10,000 
## 6421                         No formal education past high school     250-999 
## 6422                                                    Doctoral       50-249 
## 6423                                                    Doctoral      250-999 
## 6424                                                Bachelorâ\200\231s          <NA>
## 6425                                                Bachelorâ\200\231s         0-49 
## 6426                                                Bachelorâ\200\231s         0-49 
## 6427                                                  Masterâ\200\231s       50-249 
## 6428                                                  Masterâ\200\231s     > 10,000 
## 6429                                                  Masterâ\200\231s     > 10,000 
## 6430                                                  Masterâ\200\231s       50-249 
## 6431 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6432                                                  Masterâ\200\231s   1000-9,999 
## 6433                                                Bachelorâ\200\231s     > 10,000 
## 6434                                                  Masterâ\200\231s   1000-9,999 
## 6435                                                    Doctoral     > 10,000 
## 6436                                                  Masterâ\200\231s          <NA>
## 6437                                                    Doctoral      250-999 
## 6438                                                Bachelorâ\200\231s         0-49 
## 6439                                                Bachelorâ\200\231s         0-49 
## 6440                                                  Masterâ\200\231s         0-49 
## 6441                                                Bachelorâ\200\231s          <NA>
## 6442                                                  Masterâ\200\231s         0-49 
## 6443                                                  Masterâ\200\231s     > 10,000 
## 6444                                                    Doctoral     > 10,000 
## 6445                                                    Doctoral     > 10,000 
## 6446                                                Bachelorâ\200\231s         0-49 
## 6447                                                  Masterâ\200\231s   1000-9,999 
## 6448                                                Bachelorâ\200\231s   1000-9,999 
## 6449                                                  Masterâ\200\231s         0-49 
## 6450                                                Bachelorâ\200\231s     > 10,000 
## 6451                                                  Masterâ\200\231s          <NA>
## 6452 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6453                                                Professional     > 10,000 
## 6454                                                Bachelorâ\200\231s          <NA>
## 6455                                                  Masterâ\200\231s          <NA>
## 6456                                                Bachelorâ\200\231s          <NA>
## 6457                                                  Masterâ\200\231s     > 10,000 
## 6458                                                Bachelorâ\200\231s          <NA>
## 6459                                                  Masterâ\200\231s          <NA>
## 6460                                                  Masterâ\200\231s          <NA>
## 6461                                                  Masterâ\200\231s   1000-9,999 
## 6462                                                  Masterâ\200\231s         0-49 
## 6463                                                Bachelorâ\200\231s          <NA>
## 6464                                                Bachelorâ\200\231s   1000-9,999 
## 6465                                                Bachelorâ\200\231s          <NA>
## 6466                                                Bachelorâ\200\231s         0-49 
## 6467                                                  Masterâ\200\231s         0-49 
## 6468                                                Bachelorâ\200\231s   1000-9,999 
## 6469                                                Bachelorâ\200\231s     > 10,000 
## 6470                                                Bachelorâ\200\231s         0-49 
## 6471                                                Bachelorâ\200\231s     > 10,000 
## 6472                                                  Masterâ\200\231s          <NA>
## 6473                                                Professional     > 10,000 
## 6474                                                  Masterâ\200\231s          <NA>
## 6475                                                  Masterâ\200\231s     > 10,000 
## 6476                                                  Masterâ\200\231s   1000-9,999 
## 6477                                                    Doctoral       50-249 
## 6478                                                  Masterâ\200\231s     > 10,000 
## 6479                                                  Masterâ\200\231s   1000-9,999 
## 6480                                                  Masterâ\200\231s          <NA>
## 6481                                                  Masterâ\200\231s       50-249 
## 6482                                                Bachelorâ\200\231s     > 10,000 
## 6483                                                  Masterâ\200\231s         0-49 
## 6484                                                  Masterâ\200\231s       50-249 
## 6485                                                  Masterâ\200\231s         0-49 
## 6486                                                  Masterâ\200\231s       50-249 
## 6487                                                  Masterâ\200\231s          <NA>
## 6488                                                    Doctoral     > 10,000 
## 6489                                                  Masterâ\200\231s       50-249 
## 6490                                                  Masterâ\200\231s      250-999 
## 6491                                                  Masterâ\200\231s   1000-9,999 
## 6492                                                    Doctoral         0-49 
## 6493                                                  Masterâ\200\231s   1000-9,999 
## 6494                                                  Masterâ\200\231s       50-249 
## 6495                                                Bachelorâ\200\231s          <NA>
## 6496                                                Bachelorâ\200\231s          <NA>
## 6497                                                Bachelorâ\200\231s       50-249 
## 6498 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6499                                                Bachelorâ\200\231s         0-49 
## 6500                                                  Masterâ\200\231s          <NA>
## 6501                                                  Masterâ\200\231s         0-49 
## 6502                                                  Masterâ\200\231s         0-49 
## 6503                                                  Masterâ\200\231s     > 10,000 
## 6504 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6505                                                    Doctoral      250-999 
## 6506                                                Bachelorâ\200\231s         0-49 
## 6507                                                Bachelorâ\200\231s       50-249 
## 6508                                                Professional          <NA>
## 6509                                                Professional      250-999 
## 6510                                                Professional      250-999 
## 6511                                                  Masterâ\200\231s   1000-9,999 
## 6512                                                    Doctoral      250-999 
## 6513                                                  Masterâ\200\231s   1000-9,999 
## 6514                                                Bachelorâ\200\231s   1000-9,999 
## 6515                                                  Masterâ\200\231s         0-49 
## 6516                                                Bachelorâ\200\231s          <NA>
## 6517                                                  Masterâ\200\231s     > 10,000 
## 6518                                                  Masterâ\200\231s   1000-9,999 
## 6519                                                Professional      250-999 
## 6520                                                Bachelorâ\200\231s          <NA>
## 6521                                                  Masterâ\200\231s      250-999 
## 6522                                                Professional     > 10,000 
## 6523                                                  Masterâ\200\231s     > 10,000 
## 6524                                                Bachelorâ\200\231s       50-249 
## 6525                                                Bachelorâ\200\231s          <NA>
## 6526                                                    Doctoral   1000-9,999 
## 6527                                                Bachelorâ\200\231s     > 10,000 
## 6528                                                  Masterâ\200\231s         0-49 
## 6529                                                  Masterâ\200\231s         0-49 
## 6530                                                  Masterâ\200\231s     > 10,000 
## 6531                                                    Doctoral       50-249 
## 6532                                                  Masterâ\200\231s          <NA>
## 6533                                                    Doctoral   1000-9,999 
## 6534                                                  Masterâ\200\231s          <NA>
## 6535                                                  Masterâ\200\231s     > 10,000 
## 6536                                                Bachelorâ\200\231s      250-999 
## 6537                                                    Doctoral         0-49 
## 6538                                                  Masterâ\200\231s     > 10,000 
## 6539                                                  Masterâ\200\231s          <NA>
## 6540                                                  Masterâ\200\231s         0-49 
## 6541                                                    Doctoral     > 10,000 
## 6542                                                Bachelorâ\200\231s          <NA>
## 6543                                                    Doctoral         0-49 
## 6544                                                  Masterâ\200\231s       50-249 
## 6545                                                  Masterâ\200\231s       50-249 
## 6546                                                    Doctoral   1000-9,999 
## 6547                                                Bachelorâ\200\231s         0-49 
## 6548                                                  Masterâ\200\231s     > 10,000 
## 6549                                                Bachelorâ\200\231s     > 10,000 
## 6550                                                    Doctoral          <NA>
## 6551                                                Bachelorâ\200\231s      250-999 
## 6552                                                Bachelorâ\200\231s         0-49 
## 6553                                                    Doctoral   1000-9,999 
## 6554                                                Bachelorâ\200\231s         0-49 
## 6555                                                  Masterâ\200\231s         0-49 
## 6556                                                  Masterâ\200\231s   1000-9,999 
## 6557                                                    Doctoral          <NA>
## 6558                                                Bachelorâ\200\231s         0-49 
## 6559                                                  Masterâ\200\231s       50-249 
## 6560                                                Bachelorâ\200\231s          <NA>
## 6561                                                    Doctoral         0-49 
## 6562                                                  Masterâ\200\231s   1000-9,999 
## 6563                                                Bachelorâ\200\231s     > 10,000 
## 6564                                                    Doctoral      250-999 
## 6565                                                Bachelorâ\200\231s         0-49 
## 6566                                                  Masterâ\200\231s          <NA>
## 6567                                                Bachelorâ\200\231s   1000-9,999 
## 6568                                                Bachelorâ\200\231s         0-49 
## 6569                                                    Doctoral      250-999 
## 6570 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6571                                                  Masterâ\200\231s   1000-9,999 
## 6572                                                    Doctoral       50-249 
## 6573                                                  Masterâ\200\231s          <NA>
## 6574                                                Bachelorâ\200\231s       50-249 
## 6575                                                  Masterâ\200\231s       50-249 
## 6576                                                  Masterâ\200\231s   1000-9,999 
## 6577                                                Bachelorâ\200\231s   1000-9,999 
## 6578                                                  Masterâ\200\231s          <NA>
## 6579                                                Bachelorâ\200\231s     > 10,000 
## 6580                                                    Doctoral   1000-9,999 
## 6581                                                Bachelorâ\200\231s          <NA>
## 6582                                                  Masterâ\200\231s   1000-9,999 
## 6583                                                    Doctoral         0-49 
## 6584                                                    Doctoral       50-249 
## 6585                                                  Masterâ\200\231s       50-249 
## 6586                                                Bachelorâ\200\231s      250-999 
## 6587                                                Bachelorâ\200\231s   1000-9,999 
## 6588                                                Bachelorâ\200\231s   1000-9,999 
## 6589                                                  Masterâ\200\231s   1000-9,999 
## 6590                                                Bachelorâ\200\231s       50-249 
## 6591                                                  Masterâ\200\231s     > 10,000 
## 6592                                                Bachelorâ\200\231s         0-49 
## 6593                                                Bachelorâ\200\231s          <NA>
## 6594                                                    Doctoral         0-49 
## 6595                                                    Doctoral      250-999 
## 6596                                                  Masterâ\200\231s          <NA>
## 6597                                                Bachelorâ\200\231s     > 10,000 
## 6598                                                  Masterâ\200\231s   1000-9,999 
## 6599                                                  Masterâ\200\231s     > 10,000 
## 6600                                                Bachelorâ\200\231s       50-249 
## 6601                                       I prefer not to answer         <NA>
## 6602                                                  Masterâ\200\231s     > 10,000 
## 6603                                                  Masterâ\200\231s      250-999 
## 6604                                                Bachelorâ\200\231s     > 10,000 
## 6605                                                  Masterâ\200\231s     > 10,000 
## 6606                                                Bachelorâ\200\231s         0-49 
## 6607                                                    Doctoral      250-999 
## 6608                                                  Masterâ\200\231s       50-249 
## 6609                                                  Masterâ\200\231s   1000-9,999 
## 6610                                                  Masterâ\200\231s     > 10,000 
## 6611                                       I prefer not to answer    > 10,000 
## 6612                                                Bachelorâ\200\231s         0-49 
## 6613                                                Bachelorâ\200\231s          <NA>
## 6614                                                Bachelorâ\200\231s         0-49 
## 6615                                                  Masterâ\200\231s         0-49 
## 6616                                                  Masterâ\200\231s      250-999 
## 6617                                                  Masterâ\200\231s       50-249 
## 6618                                                  Masterâ\200\231s         0-49 
## 6619                                                  Masterâ\200\231s   1000-9,999 
## 6620                                                Bachelorâ\200\231s         0-49 
## 6621                                                  Masterâ\200\231s         0-49 
## 6622                                                  Masterâ\200\231s     > 10,000 
## 6623                                                Bachelorâ\200\231s         0-49 
## 6624                                                Professional   1000-9,999 
## 6625                                                Bachelorâ\200\231s          <NA>
## 6626                                                    Doctoral     > 10,000 
## 6627                                                  Masterâ\200\231s     > 10,000 
## 6628                                                  Masterâ\200\231s         0-49 
## 6629                                                Bachelorâ\200\231s          <NA>
## 6630                                                  Masterâ\200\231s          <NA>
## 6631                                                  Masterâ\200\231s         0-49 
## 6632                                                  Masterâ\200\231s         0-49 
## 6633                                                  Masterâ\200\231s       50-249 
## 6634                                                  Masterâ\200\231s       50-249 
## 6635                                                    Doctoral         0-49 
## 6636                                                Professional      250-999 
## 6637                                                  Masterâ\200\231s   1000-9,999 
## 6638                                                Bachelorâ\200\231s   1000-9,999 
## 6639                                                Bachelorâ\200\231s     > 10,000 
## 6640                                                  Masterâ\200\231s          <NA>
## 6641                                                  Masterâ\200\231s   1000-9,999 
## 6642                                                  Masterâ\200\231s       50-249 
## 6643                                                  Masterâ\200\231s         0-49 
## 6644                                                Professional       50-249 
## 6645                                                    Doctoral   1000-9,999 
## 6646                                                Bachelorâ\200\231s     > 10,000 
## 6647                                                  Masterâ\200\231s         0-49 
## 6648 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6649                                                Bachelorâ\200\231s         0-49 
## 6650                                                Bachelorâ\200\231s       50-249 
## 6651                                                  Masterâ\200\231s       50-249 
## 6652                                                  Masterâ\200\231s       50-249 
## 6653                                                Bachelorâ\200\231s   1000-9,999 
## 6654                                                    Doctoral         0-49 
## 6655                                                Bachelorâ\200\231s      250-999 
## 6656                                                  Masterâ\200\231s          <NA>
## 6657                                                  Masterâ\200\231s          <NA>
## 6658                                                  Masterâ\200\231s         0-49 
## 6659                                                  Masterâ\200\231s         0-49 
## 6660                                                Bachelorâ\200\231s         0-49 
## 6661                                                Bachelorâ\200\231s          <NA>
## 6662                                                  Masterâ\200\231s   1000-9,999 
## 6663                                                  Masterâ\200\231s     > 10,000 
## 6664                                                  Masterâ\200\231s         0-49 
## 6665                                                  Masterâ\200\231s         0-49 
## 6666                                                  Masterâ\200\231s       50-249 
## 6667                                                Bachelorâ\200\231s          <NA>
## 6668                                                Bachelorâ\200\231s       50-249 
## 6669                                                Bachelorâ\200\231s       50-249 
## 6670                                                    Doctoral         0-49 
## 6671 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 6672                                                  Masterâ\200\231s     > 10,000 
## 6673                                                  Masterâ\200\231s          <NA>
## 6674                                                  Masterâ\200\231s          <NA>
## 6675                                                    Doctoral     > 10,000 
## 6676                                                Bachelorâ\200\231s          <NA>
## 6677                                                Bachelorâ\200\231s          <NA>
## 6678                                                  Masterâ\200\231s       50-249 
## 6679                                                  Masterâ\200\231s     > 10,000 
## 6680                                                    Doctoral         0-49 
## 6681 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6682                                                  Masterâ\200\231s   1000-9,999 
## 6683                                                  Masterâ\200\231s          <NA>
## 6684                                                    Doctoral         0-49 
## 6685                                                Bachelorâ\200\231s          <NA>
## 6686                                                    Doctoral       50-249 
## 6687                                                  Masterâ\200\231s   1000-9,999 
## 6688                                                    Doctoral       50-249 
## 6689                                                Bachelorâ\200\231s     > 10,000 
## 6690                                                    Doctoral          <NA>
## 6691                                                  Masterâ\200\231s         0-49 
## 6692                                                    Doctoral         0-49 
## 6693                                                  Masterâ\200\231s     > 10,000 
## 6694                                                  Masterâ\200\231s          <NA>
## 6695                                                Professional         0-49 
## 6696                                                  Masterâ\200\231s       50-249 
## 6697                                                Bachelorâ\200\231s         0-49 
## 6698                                                  Masterâ\200\231s      250-999 
## 6699                                                Bachelorâ\200\231s      250-999 
## 6700                                                  Masterâ\200\231s   1000-9,999 
## 6701                                                  Masterâ\200\231s      250-999 
## 6702                                                Bachelorâ\200\231s          <NA>
## 6703 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6704                                                  Masterâ\200\231s      250-999 
## 6705                                                  Masterâ\200\231s         0-49 
## 6706                                                Bachelorâ\200\231s     > 10,000 
## 6707                                                Bachelorâ\200\231s     > 10,000 
## 6708 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6709                                                Professional       50-249 
## 6710                                                Bachelorâ\200\231s          <NA>
## 6711                                                    Doctoral       50-249 
## 6712                                                Bachelorâ\200\231s         0-49 
## 6713                                                Bachelorâ\200\231s          <NA>
## 6714                                                  Masterâ\200\231s   1000-9,999 
## 6715                                                  Masterâ\200\231s   1000-9,999 
## 6716                                                    Doctoral       50-249 
## 6717                                                  Masterâ\200\231s     > 10,000 
## 6718                                                  Masterâ\200\231s          <NA>
## 6719                                                Bachelorâ\200\231s          <NA>
## 6720                                                Professional         0-49 
## 6721                                                  Masterâ\200\231s       50-249 
## 6722                                                  Masterâ\200\231s         0-49 
## 6723                                                  Masterâ\200\231s       50-249 
## 6724                                                    Doctoral     > 10,000 
## 6725                                                  Masterâ\200\231s   1000-9,999 
## 6726                                                  Masterâ\200\231s         0-49 
## 6727                                                  Masterâ\200\231s          <NA>
## 6728                                                  Masterâ\200\231s   1000-9,999 
## 6729                                                  Masterâ\200\231s          <NA>
## 6730                                                Bachelorâ\200\231s          <NA>
## 6731                                                  Masterâ\200\231s         0-49 
## 6732                                                    Doctoral      250-999 
## 6733                                                Bachelorâ\200\231s          <NA>
## 6734                                                Professional         0-49 
## 6735                                                  Masterâ\200\231s          <NA>
## 6736                                                  Masterâ\200\231s       50-249 
## 6737                                                  Masterâ\200\231s      250-999 
## 6738 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6739                                                  Masterâ\200\231s          <NA>
## 6740                                                  Masterâ\200\231s   1000-9,999 
## 6741                                                    Doctoral         0-49 
## 6742                                                    Doctoral     > 10,000 
## 6743                                                  Masterâ\200\231s       50-249 
## 6744                                                  Masterâ\200\231s         0-49 
## 6745                                                  Masterâ\200\231s     > 10,000 
## 6746                                                    Doctoral       50-249 
## 6747 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 6748                                                Professional     > 10,000 
## 6749                                                Bachelorâ\200\231s       50-249 
## 6750                                                    Doctoral      250-999 
## 6751                                                  Masterâ\200\231s      250-999 
## 6752                                                  Masterâ\200\231s     > 10,000 
## 6753                                                Bachelorâ\200\231s       50-249 
## 6754                                                  Masterâ\200\231s   1000-9,999 
## 6755                                                  Masterâ\200\231s     > 10,000 
## 6756                                                    Doctoral   1000-9,999 
## 6757                                                  Masterâ\200\231s          <NA>
## 6758                                                Bachelorâ\200\231s       50-249 
## 6759                                                  Masterâ\200\231s       50-249 
## 6760                                                    Doctoral     > 10,000 
## 6761                                                    Doctoral         0-49 
## 6762                                                  Masterâ\200\231s     > 10,000 
## 6763                                                Bachelorâ\200\231s          <NA>
## 6764                                                  Masterâ\200\231s   1000-9,999 
## 6765                                                Bachelorâ\200\231s         0-49 
## 6766                                                Bachelorâ\200\231s         0-49 
## 6767                                                  Masterâ\200\231s          <NA>
## 6768                         No formal education past high school        0-49 
## 6769                                                    Doctoral     > 10,000 
## 6770                                                  Masterâ\200\231s         0-49 
## 6771                                                  Masterâ\200\231s       50-249 
## 6772                                                  Masterâ\200\231s   1000-9,999 
## 6773                                                Bachelorâ\200\231s      250-999 
## 6774                                                    Doctoral      250-999 
## 6775                                                Bachelorâ\200\231s         0-49 
## 6776                                                  Masterâ\200\231s          <NA>
## 6777                                                  Masterâ\200\231s   1000-9,999 
## 6778                                                  Masterâ\200\231s      250-999 
## 6779                                                  Masterâ\200\231s      250-999 
## 6780                                       I prefer not to answer        0-49 
## 6781                                                Bachelorâ\200\231s          <NA>
## 6782                                                Bachelorâ\200\231s      250-999 
## 6783                                                Bachelorâ\200\231s          <NA>
## 6784                                                Bachelorâ\200\231s          <NA>
## 6785                                                    Doctoral       50-249 
## 6786                                                Professional      250-999 
## 6787                                                  Masterâ\200\231s          <NA>
## 6788                                                  Masterâ\200\231s   1000-9,999 
## 6789                                                Bachelorâ\200\231s          <NA>
## 6790 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6791                                                Bachelorâ\200\231s         0-49 
## 6792                                                  Masterâ\200\231s          <NA>
## 6793                                                  Masterâ\200\231s         0-49 
## 6794                                                  Masterâ\200\231s         0-49 
## 6795                                                  Masterâ\200\231s   1000-9,999 
## 6796                                                  Masterâ\200\231s          <NA>
## 6797                                                Bachelorâ\200\231s          <NA>
## 6798                                                Professional       50-249 
## 6799                                                  Masterâ\200\231s         0-49 
## 6800                                                  Masterâ\200\231s   1000-9,999 
## 6801                                                  Masterâ\200\231s      250-999 
## 6802                                                Bachelorâ\200\231s     > 10,000 
## 6803                                                Bachelorâ\200\231s   1000-9,999 
## 6804                                                  Masterâ\200\231s     > 10,000 
## 6805                                                  Masterâ\200\231s         0-49 
## 6806                                                Bachelorâ\200\231s       50-249 
## 6807                                                    Doctoral         0-49 
## 6808                                                Bachelorâ\200\231s          <NA>
## 6809                                                Bachelorâ\200\231s         0-49 
## 6810                                                    Doctoral          <NA>
## 6811                                                Bachelorâ\200\231s       50-249 
## 6812                                                  Masterâ\200\231s     > 10,000 
## 6813                                                  Masterâ\200\231s     > 10,000 
## 6814                                                Bachelorâ\200\231s         0-49 
## 6815                                                Bachelorâ\200\231s          <NA>
## 6816                                                  Masterâ\200\231s         0-49 
## 6817                                                  Masterâ\200\231s         0-49 
## 6818                                                  Masterâ\200\231s       50-249 
## 6819                                                    Doctoral         0-49 
## 6820                                                  Masterâ\200\231s       50-249 
## 6821                                                  Masterâ\200\231s         0-49 
## 6822                                                  Masterâ\200\231s         0-49 
## 6823                                                  Masterâ\200\231s         0-49 
## 6824                                                  Masterâ\200\231s     > 10,000 
## 6825                                                  Masterâ\200\231s          <NA>
## 6826                                                  Masterâ\200\231s   1000-9,999 
## 6827                                                Bachelorâ\200\231s         0-49 
## 6828 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6829                                                  Masterâ\200\231s     > 10,000 
## 6830                                                    Doctoral       50-249 
## 6831                                                  Masterâ\200\231s     > 10,000 
## 6832                                                  Masterâ\200\231s      250-999 
## 6833 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6834                                                    Doctoral   1000-9,999 
## 6835                                                Bachelorâ\200\231s       50-249 
## 6836                                                  Masterâ\200\231s         0-49 
## 6837                                                  Masterâ\200\231s         0-49 
## 6838                                                  Masterâ\200\231s     > 10,000 
## 6839                                                Bachelorâ\200\231s         0-49 
## 6840                                                Bachelorâ\200\231s       50-249 
## 6841                                                    Doctoral       50-249 
## 6842                                                    Doctoral      250-999 
## 6843                                                Bachelorâ\200\231s          <NA>
## 6844                                                    Doctoral     > 10,000 
## 6845                                                  Masterâ\200\231s     > 10,000 
## 6846                                                Bachelorâ\200\231s      250-999 
## 6847                                                Bachelorâ\200\231s          <NA>
## 6848                                                  Masterâ\200\231s      250-999 
## 6849                                                Bachelorâ\200\231s         0-49 
## 6850                                                  Masterâ\200\231s     > 10,000 
## 6851                                                  Masterâ\200\231s      250-999 
## 6852                                                  Masterâ\200\231s         0-49 
## 6853                                                Bachelorâ\200\231s          <NA>
## 6854                                                Professional          <NA>
## 6855                                                  Masterâ\200\231s          <NA>
## 6856                                                  Masterâ\200\231s          <NA>
## 6857                                                Bachelorâ\200\231s          <NA>
## 6858                                                  Masterâ\200\231s         0-49 
## 6859 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 6860                                                Bachelorâ\200\231s          <NA>
## 6861                                                    Doctoral      250-999 
## 6862                                                    Doctoral         0-49 
## 6863                                                  Masterâ\200\231s   1000-9,999 
## 6864                                                  Masterâ\200\231s          <NA>
## 6865                                                Bachelorâ\200\231s      250-999 
## 6866                                                    Doctoral   1000-9,999 
## 6867                                                  Masterâ\200\231s          <NA>
## 6868                                                Professional         0-49 
## 6869                                                  Masterâ\200\231s       50-249 
## 6870                                                  Masterâ\200\231s     > 10,000 
## 6871                                                  Masterâ\200\231s          <NA>
## 6872                                                Bachelorâ\200\231s   1000-9,999 
## 6873                                                    Doctoral     > 10,000 
## 6874                                                Bachelorâ\200\231s          <NA>
## 6875 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6876                                                    Doctoral      250-999 
## 6877                                                Bachelorâ\200\231s          <NA>
## 6878                                                Bachelorâ\200\231s          <NA>
## 6879                                                  Masterâ\200\231s   1000-9,999 
## 6880                                                  Masterâ\200\231s     > 10,000 
## 6881                                                Bachelorâ\200\231s          <NA>
## 6882                                                  Masterâ\200\231s   1000-9,999 
## 6883                                                Bachelorâ\200\231s          <NA>
## 6884                                                  Masterâ\200\231s          <NA>
## 6885                                                Bachelorâ\200\231s         0-49 
## 6886                                                Bachelorâ\200\231s       50-249 
## 6887                                                Bachelorâ\200\231s       50-249 
## 6888                                                    Doctoral      250-999 
## 6889                                                  Masterâ\200\231s   1000-9,999 
## 6890                                                Professional         0-49 
## 6891                                                  Masterâ\200\231s         0-49 
## 6892 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 6893                                                Bachelorâ\200\231s         0-49 
## 6894                                                Bachelorâ\200\231s   1000-9,999 
## 6895                                                  Masterâ\200\231s         0-49 
## 6896                                                Bachelorâ\200\231s   1000-9,999 
## 6897                                       I prefer not to answer  1000-9,999 
## 6898                                                    Doctoral     > 10,000 
## 6899                                                  Masterâ\200\231s   1000-9,999 
## 6900                                                Bachelorâ\200\231s   1000-9,999 
## 6901                                                  Masterâ\200\231s       50-249 
## 6902                                                  Masterâ\200\231s   1000-9,999 
## 6903                                                  Masterâ\200\231s       50-249 
## 6904                                                  Masterâ\200\231s     > 10,000 
## 6905                                                    Doctoral         0-49 
## 6906                                                Professional   1000-9,999 
## 6907 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6908                                                  Masterâ\200\231s   1000-9,999 
## 6909                                                  Masterâ\200\231s          <NA>
## 6910                                                Bachelorâ\200\231s     > 10,000 
## 6911                                                  Masterâ\200\231s       50-249 
## 6912                                                  Masterâ\200\231s   1000-9,999 
## 6913                                                  Masterâ\200\231s       50-249 
## 6914                                                  Masterâ\200\231s      250-999 
## 6915                                                  Masterâ\200\231s         0-49 
## 6916                                                Bachelorâ\200\231s     > 10,000 
## 6917                                                Bachelorâ\200\231s          <NA>
## 6918                                                    Doctoral          <NA>
## 6919                                                  Masterâ\200\231s          <NA>
## 6920                                                Bachelorâ\200\231s          <NA>
## 6921                                                  Masterâ\200\231s          <NA>
## 6922                                                Bachelorâ\200\231s         0-49 
## 6923                                                    Doctoral         0-49 
## 6924                                                  Masterâ\200\231s          <NA>
## 6925                                                  Masterâ\200\231s          <NA>
## 6926                                                  Masterâ\200\231s   1000-9,999 
## 6927                                                Bachelorâ\200\231s       50-249 
## 6928                                                Bachelorâ\200\231s       50-249 
## 6929                                                  Masterâ\200\231s          <NA>
## 6930 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 6931                                                    Doctoral       50-249 
## 6932                                                Bachelorâ\200\231s          <NA>
## 6933                                                    Doctoral          <NA>
## 6934                                                  Masterâ\200\231s       50-249 
## 6935                                                  Masterâ\200\231s     > 10,000 
## 6936                                                Bachelorâ\200\231s          <NA>
## 6937                                                  Masterâ\200\231s     > 10,000 
## 6938                                                Bachelorâ\200\231s   1000-9,999 
## 6939                                                Bachelorâ\200\231s          <NA>
## 6940                                                  Masterâ\200\231s         0-49 
## 6941                                                  Masterâ\200\231s   1000-9,999 
## 6942                                                Bachelorâ\200\231s     > 10,000 
## 6943                                                  Masterâ\200\231s     > 10,000 
## 6944                                                Bachelorâ\200\231s   1000-9,999 
## 6945                                                  Masterâ\200\231s       50-249 
## 6946                                                Bachelorâ\200\231s          <NA>
## 6947                                                    Doctoral         0-49 
## 6948                                                  Masterâ\200\231s         0-49 
## 6949                                                Bachelorâ\200\231s       50-249 
## 6950                                                  Masterâ\200\231s       50-249 
## 6951                                                  Masterâ\200\231s   1000-9,999 
## 6952                                                  Masterâ\200\231s   1000-9,999 
## 6953                                                  Masterâ\200\231s          <NA>
## 6954                                                  Masterâ\200\231s         0-49 
## 6955                                                Bachelorâ\200\231s     > 10,000 
## 6956                                                Bachelorâ\200\231s          <NA>
## 6957                                                Bachelorâ\200\231s          <NA>
## 6958                                                  Masterâ\200\231s          <NA>
## 6959                                                  Masterâ\200\231s          <NA>
## 6960                                                  Masterâ\200\231s     > 10,000 
## 6961                                                  Masterâ\200\231s       50-249 
## 6962                                                    Doctoral      250-999 
## 6963                                                    Doctoral          <NA>
## 6964                                                  Masterâ\200\231s       50-249 
## 6965                                                    Doctoral         0-49 
## 6966                                                  Masterâ\200\231s     > 10,000 
## 6967                                                    Doctoral         0-49 
## 6968                                                Bachelorâ\200\231s          <NA>
## 6969                                                  Masterâ\200\231s          <NA>
## 6970                         No formal education past high school     250-999 
## 6971                                                    Doctoral       50-249 
## 6972                                                  Masterâ\200\231s         0-49 
## 6973                                                  Masterâ\200\231s         0-49 
## 6974                                                  Masterâ\200\231s         0-49 
## 6975                                                  Masterâ\200\231s     > 10,000 
## 6976                                                    Doctoral     > 10,000 
## 6977                                                Bachelorâ\200\231s       50-249 
## 6978                                                Bachelorâ\200\231s      250-999 
## 6979                                                  Masterâ\200\231s     > 10,000 
## 6980                                                Professional         0-49 
## 6981                                                    Doctoral   1000-9,999 
## 6982 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 6983 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 6984                                                    Doctoral       50-249 
## 6985                                                Professional   1000-9,999 
## 6986                                                Bachelorâ\200\231s      250-999 
## 6987                                                Bachelorâ\200\231s       50-249 
## 6988                                                    Doctoral          <NA>
## 6989                                                  Masterâ\200\231s         0-49 
## 6990                                                Bachelorâ\200\231s      250-999 
## 6991                                                  Masterâ\200\231s          <NA>
## 6992                                                Bachelorâ\200\231s          <NA>
## 6993                                                Bachelorâ\200\231s       50-249 
## 6994                                                    Doctoral   1000-9,999 
## 6995                                                    Doctoral     > 10,000 
## 6996                                                  Masterâ\200\231s          <NA>
## 6997                                                Bachelorâ\200\231s     > 10,000 
## 6998                                                    Doctoral       50-249 
## 6999                                                  Masterâ\200\231s          <NA>
## 7000                                                  Masterâ\200\231s          <NA>
## 7001 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7002                                                  Masterâ\200\231s      250-999 
## 7003                                                  Masterâ\200\231s         0-49 
## 7004                                                Bachelorâ\200\231s          <NA>
## 7005                                                Bachelorâ\200\231s         0-49 
## 7006                                                  Masterâ\200\231s       50-249 
## 7007                                                  Masterâ\200\231s       50-249 
## 7008                                                Bachelorâ\200\231s     > 10,000 
## 7009                                                Bachelorâ\200\231s          <NA>
## 7010 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 7011                                                  Masterâ\200\231s         0-49 
## 7012                                                    Doctoral     > 10,000 
## 7013                                                  Masterâ\200\231s     > 10,000 
## 7014                                                Bachelorâ\200\231s     > 10,000 
## 7015                         No formal education past high school     250-999 
## 7016                                                  Masterâ\200\231s   1000-9,999 
## 7017                                                  Masterâ\200\231s      250-999 
## 7018                                                  Masterâ\200\231s         0-49 
## 7019                                                    Doctoral   1000-9,999 
## 7020                                                  Masterâ\200\231s   1000-9,999 
## 7021                                                Bachelorâ\200\231s      250-999 
## 7022                                                    Doctoral   1000-9,999 
## 7023                                                  Masterâ\200\231s         0-49 
## 7024                                                Bachelorâ\200\231s   1000-9,999 
## 7025                                                Professional     > 10,000 
## 7026                                                  Masterâ\200\231s      250-999 
## 7027                                                Bachelorâ\200\231s         0-49 
## 7028                                                  Masterâ\200\231s   1000-9,999 
## 7029                                                Bachelorâ\200\231s         0-49 
## 7030                                                Bachelorâ\200\231s       50-249 
## 7031                                                Bachelorâ\200\231s          <NA>
## 7032                                                Bachelorâ\200\231s      250-999 
## 7033                                                    Doctoral   1000-9,999 
## 7034                                                  Masterâ\200\231s       50-249 
## 7035                                                    Doctoral         0-49 
## 7036                                                  Masterâ\200\231s      250-999 
## 7037                                                Bachelorâ\200\231s          <NA>
## 7038                                                  Masterâ\200\231s     > 10,000 
## 7039                                                    Doctoral         0-49 
## 7040                                                    Doctoral          <NA>
## 7041                                                    Doctoral         0-49 
## 7042                                                  Masterâ\200\231s          <NA>
## 7043 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7044                                                    Doctoral   1000-9,999 
## 7045 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 7046                                                Bachelorâ\200\231s          <NA>
## 7047                                                  Masterâ\200\231s         0-49 
## 7048                                                  Masterâ\200\231s          <NA>
## 7049                                                  Masterâ\200\231s      250-999 
## 7050                                                    Doctoral         0-49 
## 7051                                                  Masterâ\200\231s      250-999 
## 7052                                                    Doctoral         0-49 
## 7053                                                  Masterâ\200\231s          <NA>
## 7054                                                  Masterâ\200\231s      250-999 
## 7055                                                  Masterâ\200\231s   1000-9,999 
## 7056                                                Bachelorâ\200\231s          <NA>
## 7057                                                  Masterâ\200\231s     > 10,000 
## 7058                                                    Doctoral   1000-9,999 
## 7059                                                  Masterâ\200\231s          <NA>
## 7060                                                  Masterâ\200\231s         0-49 
## 7061                                                  Masterâ\200\231s         0-49 
## 7062                                                  Masterâ\200\231s     > 10,000 
## 7063                                                  Masterâ\200\231s         0-49 
## 7064                                                  Masterâ\200\231s       50-249 
## 7065                                                Bachelorâ\200\231s         0-49 
## 7066                                                    Doctoral      250-999 
## 7067                                                    Doctoral       50-249 
## 7068                                                Bachelorâ\200\231s          <NA>
## 7069                                                  Masterâ\200\231s       50-249 
## 7070                                                Bachelorâ\200\231s          <NA>
## 7071                                                  Masterâ\200\231s      250-999 
## 7072                                                  Masterâ\200\231s   1000-9,999 
## 7073                                                Bachelorâ\200\231s      250-999 
## 7074                                                Bachelorâ\200\231s          <NA>
## 7075                                       I prefer not to answer    > 10,000 
## 7076                                                    Doctoral   1000-9,999 
## 7077                                                Bachelorâ\200\231s     > 10,000 
## 7078                                                  Masterâ\200\231s   1000-9,999 
## 7079                                                Bachelorâ\200\231s         0-49 
## 7080                                                    Doctoral       50-249 
## 7081                                                  Masterâ\200\231s         0-49 
## 7082                                                  Masterâ\200\231s      250-999 
## 7083                                                  Masterâ\200\231s          <NA>
## 7084                                                  Masterâ\200\231s         0-49 
## 7085                                                  Masterâ\200\231s         0-49 
## 7086                                                Bachelorâ\200\231s      250-999 
## 7087                                                Bachelorâ\200\231s       50-249 
## 7088                                                  Masterâ\200\231s     > 10,000 
## 7089                                                  Masterâ\200\231s         0-49 
## 7090                                                  Masterâ\200\231s          <NA>
## 7091                                                Bachelorâ\200\231s          <NA>
## 7092                                                    Doctoral      250-999 
## 7093                                                Bachelorâ\200\231s     > 10,000 
## 7094                                                Bachelorâ\200\231s          <NA>
## 7095                                                Bachelorâ\200\231s     > 10,000 
## 7096                                                    Doctoral          <NA>
## 7097                                                Bachelorâ\200\231s     > 10,000 
## 7098                                                    Doctoral     > 10,000 
## 7099                                                Bachelorâ\200\231s          <NA>
## 7100                                                  Masterâ\200\231s          <NA>
## 7101                                                    Doctoral     > 10,000 
## 7102                                                Bachelorâ\200\231s   1000-9,999 
## 7103                                                    Doctoral         0-49 
## 7104                                                Bachelorâ\200\231s   1000-9,999 
## 7105                                                  Masterâ\200\231s   1000-9,999 
## 7106                                                  Masterâ\200\231s         0-49 
## 7107                                                Bachelorâ\200\231s         0-49 
## 7108                                                Bachelorâ\200\231s          <NA>
## 7109                                                Bachelorâ\200\231s   1000-9,999 
## 7110                                                Bachelorâ\200\231s         0-49 
## 7111                                                  Masterâ\200\231s     > 10,000 
## 7112                                                    Doctoral         0-49 
## 7113                                                  Masterâ\200\231s          <NA>
## 7114                                                  Masterâ\200\231s      250-999 
## 7115                                                  Masterâ\200\231s     > 10,000 
## 7116                                                  Masterâ\200\231s          <NA>
## 7117                                                Bachelorâ\200\231s          <NA>
## 7118                                                  Masterâ\200\231s          <NA>
## 7119                                                  Masterâ\200\231s         0-49 
## 7120                                                  Masterâ\200\231s         0-49 
## 7121                                                  Masterâ\200\231s          <NA>
## 7122                                                  Masterâ\200\231s      250-999 
## 7123                                                    Doctoral     > 10,000 
## 7124                                                Bachelorâ\200\231s          <NA>
## 7125                                                  Masterâ\200\231s       50-249 
## 7126                                                  Masterâ\200\231s          <NA>
## 7127                                                  Masterâ\200\231s         0-49 
## 7128                                                    Doctoral         0-49 
## 7129                                                  Masterâ\200\231s     > 10,000 
## 7130                                                  Masterâ\200\231s         0-49 
## 7131                                                Professional         0-49 
## 7132                                                Bachelorâ\200\231s     > 10,000 
## 7133                                                Bachelorâ\200\231s          <NA>
## 7134                                       I prefer not to answer         <NA>
## 7135                                                Bachelorâ\200\231s     > 10,000 
## 7136                                                    Doctoral         0-49 
## 7137                                                  Masterâ\200\231s       50-249 
## 7138                                                  Masterâ\200\231s         0-49 
## 7139                                                    Doctoral   1000-9,999 
## 7140                                                  Masterâ\200\231s          <NA>
## 7141                                                  Masterâ\200\231s      250-999 
## 7142                                                  Masterâ\200\231s      250-999 
## 7143                                                  Masterâ\200\231s          <NA>
## 7144                                                    Doctoral      250-999 
## 7145                                                    Doctoral       50-249 
## 7146                                                    Doctoral   1000-9,999 
## 7147                                                Bachelorâ\200\231s         0-49 
## 7148                                       I prefer not to answer         <NA>
## 7149                                                    Doctoral         0-49 
## 7150                                                  Masterâ\200\231s     > 10,000 
## 7151                                                    Doctoral   1000-9,999 
## 7152                                                    Doctoral      250-999 
## 7153 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7154                                                  Masterâ\200\231s     > 10,000 
## 7155                                                Bachelorâ\200\231s          <NA>
## 7156                                                Professional         0-49 
## 7157                                                  Masterâ\200\231s   1000-9,999 
## 7158 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7159                                                  Masterâ\200\231s      250-999 
## 7160                                                  Masterâ\200\231s          <NA>
## 7161                                                Bachelorâ\200\231s          <NA>
## 7162                                                    Doctoral         0-49 
## 7163 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 7164                                                    Doctoral         0-49 
## 7165                                                  Masterâ\200\231s     > 10,000 
## 7166                                                Bachelorâ\200\231s   1000-9,999 
## 7167                                                Bachelorâ\200\231s      250-999 
## 7168                                                Bachelorâ\200\231s      250-999 
## 7169                                                Bachelorâ\200\231s     > 10,000 
## 7170                                                  Masterâ\200\231s     > 10,000 
## 7171                                                    Doctoral          <NA>
## 7172                                                  Masterâ\200\231s   1000-9,999 
## 7173                                                  Masterâ\200\231s          <NA>
## 7174                                                Bachelorâ\200\231s          <NA>
## 7175                                                  Masterâ\200\231s     > 10,000 
## 7176                                                Bachelorâ\200\231s          <NA>
## 7177                                                Bachelorâ\200\231s   1000-9,999 
## 7178                                                    Doctoral      250-999 
## 7179                                                  Masterâ\200\231s     > 10,000 
## 7180                                                  Masterâ\200\231s       50-249 
## 7181                                                Bachelorâ\200\231s         0-49 
## 7182                                                Bachelorâ\200\231s         0-49 
## 7183                                                  Masterâ\200\231s          <NA>
## 7184                                                    Doctoral         0-49 
## 7185                                                  Masterâ\200\231s          <NA>
## 7186                                                  Masterâ\200\231s     > 10,000 
## 7187                                                    Doctoral         0-49 
## 7188                                                  Masterâ\200\231s         0-49 
## 7189                                                  Masterâ\200\231s      250-999 
## 7190                                                  Masterâ\200\231s          <NA>
## 7191                                                Bachelorâ\200\231s          <NA>
## 7192                                                  Masterâ\200\231s      250-999 
## 7193                                                Bachelorâ\200\231s          <NA>
## 7194                                                  Masterâ\200\231s          <NA>
## 7195                                                Professional          <NA>
## 7196                                                  Masterâ\200\231s     > 10,000 
## 7197                                                Bachelorâ\200\231s       50-249 
## 7198                                                  Masterâ\200\231s          <NA>
## 7199                                                  Masterâ\200\231s         0-49 
## 7200                                                    Doctoral     > 10,000 
## 7201                                                  Masterâ\200\231s         0-49 
## 7202                                                  Masterâ\200\231s      250-999 
## 7203                                                Bachelorâ\200\231s          <NA>
## 7204                                                  Masterâ\200\231s       50-249 
## 7205                                                  Masterâ\200\231s         0-49 
## 7206                                                  Masterâ\200\231s     > 10,000 
## 7207                                                  Masterâ\200\231s       50-249 
## 7208                                                  Masterâ\200\231s          <NA>
## 7209                                                Bachelorâ\200\231s   1000-9,999 
## 7210                                                  Masterâ\200\231s         0-49 
## 7211                                                Bachelorâ\200\231s   1000-9,999 
## 7212                                                  Masterâ\200\231s         0-49 
## 7213                                                  Masterâ\200\231s     > 10,000 
## 7214                                                Bachelorâ\200\231s       50-249 
## 7215                                                Bachelorâ\200\231s          <NA>
## 7216                                                Professional          <NA>
## 7217                                                Bachelorâ\200\231s         0-49 
## 7218                                                Bachelorâ\200\231s          <NA>
## 7219                                                  Masterâ\200\231s       50-249 
## 7220                                                Bachelorâ\200\231s       50-249 
## 7221                                                Bachelorâ\200\231s          <NA>
## 7222                                                  Masterâ\200\231s       50-249 
## 7223                                                Bachelorâ\200\231s         0-49 
## 7224                                                  Masterâ\200\231s          <NA>
## 7225                                                Bachelorâ\200\231s          <NA>
## 7226                                                  Masterâ\200\231s         0-49 
## 7227                                                  Masterâ\200\231s          <NA>
## 7228                                                Bachelorâ\200\231s          <NA>
## 7229                                                  Masterâ\200\231s      250-999 
## 7230                                                Bachelorâ\200\231s       50-249 
## 7231                                                Bachelorâ\200\231s      250-999 
## 7232                                                  Masterâ\200\231s          <NA>
## 7233                                                    Doctoral   1000-9,999 
## 7234                                                Bachelorâ\200\231s   1000-9,999 
## 7235                                                Bachelorâ\200\231s   1000-9,999 
## 7236                                                    Doctoral       50-249 
## 7237                                                  Masterâ\200\231s   1000-9,999 
## 7238                                                Bachelorâ\200\231s      250-999 
## 7239                                                  Masterâ\200\231s       50-249 
## 7240                                                Bachelorâ\200\231s      250-999 
## 7241                                                  Masterâ\200\231s   1000-9,999 
## 7242                                                  Masterâ\200\231s      250-999 
## 7243                                                    Doctoral          <NA>
## 7244                                                Bachelorâ\200\231s          <NA>
## 7245                                                  Masterâ\200\231s         0-49 
## 7246                                                  Masterâ\200\231s          <NA>
## 7247                                                  Masterâ\200\231s     > 10,000 
## 7248                                                  Masterâ\200\231s         0-49 
## 7249                                                  Masterâ\200\231s     > 10,000 
## 7250                                                  Masterâ\200\231s         0-49 
## 7251                                                Bachelorâ\200\231s         0-49 
## 7252                                                Bachelorâ\200\231s     > 10,000 
## 7253                                                    Doctoral         0-49 
## 7254                                                  Masterâ\200\231s   1000-9,999 
## 7255                                                Bachelorâ\200\231s   1000-9,999 
## 7256                                                Bachelorâ\200\231s      250-999 
## 7257                                                  Masterâ\200\231s     > 10,000 
## 7258                                                Bachelorâ\200\231s         0-49 
## 7259                                                    Doctoral         0-49 
## 7260                                                Bachelorâ\200\231s     > 10,000 
## 7261                                                  Masterâ\200\231s          <NA>
## 7262                                                Bachelorâ\200\231s      250-999 
## 7263                                                Bachelorâ\200\231s         0-49 
## 7264                                                  Masterâ\200\231s       50-249 
## 7265                                                Bachelorâ\200\231s     > 10,000 
## 7266                                                    Doctoral          <NA>
## 7267                                                  Masterâ\200\231s     > 10,000 
## 7268                                                  Masterâ\200\231s   1000-9,999 
## 7269                                                  Masterâ\200\231s     > 10,000 
## 7270                                                  Masterâ\200\231s         0-49 
## 7271                                                  Masterâ\200\231s     > 10,000 
## 7272                                                    Doctoral         0-49 
## 7273                                                Bachelorâ\200\231s      250-999 
## 7274                                                Bachelorâ\200\231s         0-49 
## 7275                                                  Masterâ\200\231s   1000-9,999 
## 7276                                                    Doctoral      250-999 
## 7277                                                    Doctoral   1000-9,999 
## 7278                                                Professional         0-49 
## 7279                                                  Masterâ\200\231s   1000-9,999 
## 7280                                                  Masterâ\200\231s         0-49 
## 7281                                                  Masterâ\200\231s      250-999 
## 7282                                                  Masterâ\200\231s   1000-9,999 
## 7283                                                  Masterâ\200\231s         0-49 
## 7284                                                Bachelorâ\200\231s   1000-9,999 
## 7285                                                  Masterâ\200\231s     > 10,000 
## 7286                                                Professional     > 10,000 
## 7287                                                  Masterâ\200\231s      250-999 
## 7288                                                Bachelorâ\200\231s     > 10,000 
## 7289                                                  Masterâ\200\231s   1000-9,999 
## 7290                                                  Masterâ\200\231s   1000-9,999 
## 7291                                                  Masterâ\200\231s          <NA>
## 7292                                                  Masterâ\200\231s         0-49 
## 7293                                                Bachelorâ\200\231s         0-49 
## 7294                                                Bachelorâ\200\231s         0-49 
## 7295                                                    Doctoral          <NA>
## 7296                                                    Doctoral     > 10,000 
## 7297                                                    Doctoral       50-249 
## 7298                                                    Doctoral      250-999 
## 7299                                                Bachelorâ\200\231s         0-49 
## 7300                                                  Masterâ\200\231s     > 10,000 
## 7301                                                  Masterâ\200\231s          <NA>
## 7302                                                Bachelorâ\200\231s          <NA>
## 7303                                                Bachelorâ\200\231s   1000-9,999 
## 7304                                                Bachelorâ\200\231s          <NA>
## 7305                                                  Masterâ\200\231s   1000-9,999 
## 7306                                                  Masterâ\200\231s       50-249 
## 7307                                                Professional          <NA>
## 7308                                                    Doctoral     > 10,000 
## 7309                                                Bachelorâ\200\231s         0-49 
## 7310                                                  Masterâ\200\231s     > 10,000 
## 7311                                                  Masterâ\200\231s   1000-9,999 
## 7312                                                  Masterâ\200\231s     > 10,000 
## 7313                                                  Masterâ\200\231s     > 10,000 
## 7314                                                  Masterâ\200\231s     > 10,000 
## 7315                                                  Masterâ\200\231s     > 10,000 
## 7316                                                Bachelorâ\200\231s         0-49 
## 7317                                                Bachelorâ\200\231s          <NA>
## 7318                                                  Masterâ\200\231s      250-999 
## 7319                                                  Masterâ\200\231s   1000-9,999 
## 7320 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7321                                                  Masterâ\200\231s      250-999 
## 7322                                                  Masterâ\200\231s         0-49 
## 7323                                                  Masterâ\200\231s       50-249 
## 7324                                                Bachelorâ\200\231s       50-249 
## 7325                                                  Masterâ\200\231s       50-249 
## 7326                                                Bachelorâ\200\231s   1000-9,999 
## 7327                                                  Masterâ\200\231s          <NA>
## 7328                                                  Masterâ\200\231s          <NA>
## 7329                                                    Doctoral       50-249 
## 7330                                                Bachelorâ\200\231s          <NA>
## 7331                                                Bachelorâ\200\231s          <NA>
## 7332                                                Bachelorâ\200\231s   1000-9,999 
## 7333                                                  Masterâ\200\231s         0-49 
## 7334                                                  Masterâ\200\231s   1000-9,999 
## 7335                                                Bachelorâ\200\231s         0-49 
## 7336                                                    Doctoral      250-999 
## 7337                                                  Masterâ\200\231s       50-249 
## 7338                                                Bachelorâ\200\231s          <NA>
## 7339                                                    Doctoral         0-49 
## 7340 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7341                                                Bachelorâ\200\231s          <NA>
## 7342                                                Bachelorâ\200\231s         0-49 
## 7343                                                  Masterâ\200\231s     > 10,000 
## 7344                                                    Doctoral       50-249 
## 7345                                                Bachelorâ\200\231s         0-49 
## 7346                                                  Masterâ\200\231s     > 10,000 
## 7347                                                  Masterâ\200\231s          <NA>
## 7348                                                Bachelorâ\200\231s   1000-9,999 
## 7349                                                Bachelorâ\200\231s       50-249 
## 7350                                                Bachelorâ\200\231s          <NA>
## 7351                                                  Masterâ\200\231s   1000-9,999 
## 7352                                                Bachelorâ\200\231s     > 10,000 
## 7353                                                  Masterâ\200\231s         0-49 
## 7354                                                  Masterâ\200\231s         0-49 
## 7355                                                  Masterâ\200\231s   1000-9,999 
## 7356                                                    Doctoral         0-49 
## 7357                                                Bachelorâ\200\231s   1000-9,999 
## 7358                                                  Masterâ\200\231s          <NA>
## 7359                                                  Masterâ\200\231s         0-49 
## 7360                                                  Masterâ\200\231s          <NA>
## 7361                         No formal education past high school    > 10,000 
## 7362 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 7363                                                    Doctoral         0-49 
## 7364                                                    Doctoral      250-999 
## 7365                                                  Masterâ\200\231s       50-249 
## 7366                                                  Masterâ\200\231s   1000-9,999 
## 7367                                                Bachelorâ\200\231s       50-249 
## 7368                                                Bachelorâ\200\231s          <NA>
## 7369                                                Bachelorâ\200\231s     > 10,000 
## 7370                                                Bachelorâ\200\231s         0-49 
## 7371                                                  Masterâ\200\231s       50-249 
## 7372                                                  Masterâ\200\231s         0-49 
## 7373                                                Bachelorâ\200\231s          <NA>
## 7374                                                  Masterâ\200\231s   1000-9,999 
## 7375                                                    Doctoral         0-49 
## 7376                                                Bachelorâ\200\231s     > 10,000 
## 7377                                                Bachelorâ\200\231s      250-999 
## 7378 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7379                                                    Doctoral   1000-9,999 
## 7380                                                Bachelorâ\200\231s       50-249 
## 7381                                                    Doctoral   1000-9,999 
## 7382 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7383                         No formal education past high school        0-49 
## 7384                                                  Masterâ\200\231s       50-249 
## 7385                                                Bachelorâ\200\231s       50-249 
## 7386 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7387                                                Bachelorâ\200\231s     > 10,000 
## 7388                                                Bachelorâ\200\231s     > 10,000 
## 7389                                                Bachelorâ\200\231s      250-999 
## 7390                                                    Doctoral   1000-9,999 
## 7391                                                  Masterâ\200\231s         0-49 
## 7392                                                  Masterâ\200\231s         0-49 
## 7393                                                  Masterâ\200\231s         0-49 
## 7394                                                    Doctoral     > 10,000 
## 7395                                                  Masterâ\200\231s      250-999 
## 7396                                                  Masterâ\200\231s         0-49 
## 7397                                                  Masterâ\200\231s      250-999 
## 7398                                                  Masterâ\200\231s          <NA>
## 7399                                                    Doctoral         0-49 
## 7400                                                Bachelorâ\200\231s      250-999 
## 7401 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7402                                                    Doctoral     > 10,000 
## 7403                                                  Masterâ\200\231s     > 10,000 
## 7404                                                  Masterâ\200\231s       50-249 
## 7405                                                  Masterâ\200\231s   1000-9,999 
## 7406                                                  Masterâ\200\231s       50-249 
## 7407                                                  Masterâ\200\231s         0-49 
## 7408                                                    Doctoral   1000-9,999 
## 7409 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7410                                                  Masterâ\200\231s      250-999 
## 7411                                                  Masterâ\200\231s       50-249 
## 7412                                                Bachelorâ\200\231s          <NA>
## 7413 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7414                                                    Doctoral          <NA>
## 7415                                                Professional         0-49 
## 7416                                                Bachelorâ\200\231s          <NA>
## 7417                                                    Doctoral         0-49 
## 7418                                                Bachelorâ\200\231s          <NA>
## 7419                                                Bachelorâ\200\231s       50-249 
## 7420                                                  Masterâ\200\231s         0-49 
## 7421                                                Bachelorâ\200\231s      250-999 
## 7422                                                    Doctoral         0-49 
## 7423                                                  Masterâ\200\231s          <NA>
## 7424                                                Bachelorâ\200\231s          <NA>
## 7425                                                  Masterâ\200\231s          <NA>
## 7426                                                Bachelorâ\200\231s     > 10,000 
## 7427                                                    Doctoral      250-999 
## 7428                                                Bachelorâ\200\231s   1000-9,999 
## 7429                                                  Masterâ\200\231s          <NA>
## 7430                                                Bachelorâ\200\231s          <NA>
## 7431                                                Bachelorâ\200\231s     > 10,000 
## 7432                                                Bachelorâ\200\231s          <NA>
## 7433                                                  Masterâ\200\231s         0-49 
## 7434                                                Bachelorâ\200\231s          <NA>
## 7435 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7436                                                  Masterâ\200\231s      250-999 
## 7437                                                    Doctoral          <NA>
## 7438                                                Bachelorâ\200\231s         0-49 
## 7439                                                  Masterâ\200\231s          <NA>
## 7440                                                  Masterâ\200\231s     > 10,000 
## 7441                                                    Doctoral          <NA>
## 7442                                                  Masterâ\200\231s   1000-9,999 
## 7443                                                Bachelorâ\200\231s     > 10,000 
## 7444                                                Bachelorâ\200\231s         0-49 
## 7445                                                Bachelorâ\200\231s   1000-9,999 
## 7446                                                Bachelorâ\200\231s          <NA>
## 7447                                                Bachelorâ\200\231s         0-49 
## 7448                                                  Masterâ\200\231s     > 10,000 
## 7449                                       I prefer not to answer     250-999 
## 7450                                                    Doctoral   1000-9,999 
## 7451                                                Bachelorâ\200\231s      250-999 
## 7452                                                  Masterâ\200\231s     > 10,000 
## 7453                                                Bachelorâ\200\231s   1000-9,999 
## 7454                                                Bachelorâ\200\231s     > 10,000 
## 7455                                                Bachelorâ\200\231s          <NA>
## 7456                                                  Masterâ\200\231s         0-49 
## 7457 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7458                                                  Masterâ\200\231s         0-49 
## 7459                                       I prefer not to answer  1000-9,999 
## 7460                                                    Doctoral   1000-9,999 
## 7461                                                  Masterâ\200\231s      250-999 
## 7462                                                Professional     > 10,000 
## 7463                                                    Doctoral      250-999 
## 7464                                                Bachelorâ\200\231s         0-49 
## 7465                                                Bachelorâ\200\231s          <NA>
## 7466                                                    Doctoral       50-249 
## 7467                                                  Masterâ\200\231s   1000-9,999 
## 7468                                                  Masterâ\200\231s       50-249 
## 7469                                                Bachelorâ\200\231s         0-49 
## 7470                                                  Masterâ\200\231s         0-49 
## 7471                         No formal education past high school  1000-9,999 
## 7472                                                  Masterâ\200\231s      250-999 
## 7473                                                Bachelorâ\200\231s         0-49 
## 7474                                                  Masterâ\200\231s   1000-9,999 
## 7475                                                  Masterâ\200\231s         0-49 
## 7476                                                    Doctoral   1000-9,999 
## 7477                                                  Masterâ\200\231s          <NA>
## 7478                                                Bachelorâ\200\231s         0-49 
## 7479                                                Bachelorâ\200\231s     > 10,000 
## 7480                                                  Masterâ\200\231s          <NA>
## 7481 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7482                                                    Doctoral         0-49 
## 7483                                                  Masterâ\200\231s      250-999 
## 7484 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 7485                                                  Masterâ\200\231s   1000-9,999 
## 7486                                                Bachelorâ\200\231s         0-49 
## 7487                                                Professional          <NA>
## 7488                                                    Doctoral          <NA>
## 7489                                                Bachelorâ\200\231s   1000-9,999 
## 7490                                                Bachelorâ\200\231s     > 10,000 
## 7491                                                  Masterâ\200\231s   1000-9,999 
## 7492                                                  Masterâ\200\231s       50-249 
## 7493                                                  Masterâ\200\231s       50-249 
## 7494                                                  Masterâ\200\231s         0-49 
## 7495                                                Bachelorâ\200\231s          <NA>
## 7496                                                    Doctoral         0-49 
## 7497                                       I prefer not to answer     250-999 
## 7498                                                Bachelorâ\200\231s         0-49 
## 7499                                                Bachelorâ\200\231s         0-49 
## 7500                                                  Masterâ\200\231s          <NA>
## 7501                                                  Masterâ\200\231s   1000-9,999 
## 7502                                                Bachelorâ\200\231s         0-49 
## 7503                                                  Masterâ\200\231s          <NA>
## 7504                                                Professional       50-249 
## 7505                                                  Masterâ\200\231s         0-49 
## 7506                                                Bachelorâ\200\231s         0-49 
## 7507                                                Bachelorâ\200\231s          <NA>
## 7508                                                Bachelorâ\200\231s      250-999 
## 7509                                                  Masterâ\200\231s          <NA>
## 7510                                                  Masterâ\200\231s      250-999 
## 7511                                                  Masterâ\200\231s         0-49 
## 7512                                                Bachelorâ\200\231s         0-49 
## 7513                                                Bachelorâ\200\231s         0-49 
## 7514                                                  Masterâ\200\231s   1000-9,999 
## 7515                                                  Masterâ\200\231s   1000-9,999 
## 7516                                                Bachelorâ\200\231s      250-999 
## 7517                                                  Masterâ\200\231s     > 10,000 
## 7518                                                  Masterâ\200\231s          <NA>
## 7519                                                  Masterâ\200\231s   1000-9,999 
## 7520                                                Bachelorâ\200\231s   1000-9,999 
## 7521                         No formal education past high school         <NA>
## 7522                                                    Doctoral          <NA>
## 7523                                                  Masterâ\200\231s     > 10,000 
## 7524                                                    Doctoral   1000-9,999 
## 7525                                                    Doctoral     > 10,000 
## 7526                                                  Masterâ\200\231s      250-999 
## 7527                                                  Masterâ\200\231s     > 10,000 
## 7528                                                  Masterâ\200\231s     > 10,000 
## 7529                                                Bachelorâ\200\231s         0-49 
## 7530                                       I prefer not to answer      50-249 
## 7531                                                Bachelorâ\200\231s         0-49 
## 7532                                                  Masterâ\200\231s      250-999 
## 7533                                                Bachelorâ\200\231s   1000-9,999 
## 7534                                                Professional      250-999 
## 7535                                                  Masterâ\200\231s      250-999 
## 7536                                                Bachelorâ\200\231s   1000-9,999 
## 7537                                                  Masterâ\200\231s         0-49 
## 7538                                                    Doctoral         0-49 
## 7539                                                  Masterâ\200\231s          <NA>
## 7540                                                    Doctoral          <NA>
## 7541                                                    Doctoral          <NA>
## 7542                                                  Masterâ\200\231s          <NA>
## 7543                                                  Masterâ\200\231s          <NA>
## 7544                                                  Masterâ\200\231s       50-249 
## 7545                                                  Masterâ\200\231s         0-49 
## 7546                                                    Doctoral   1000-9,999 
## 7547                                                    Doctoral     > 10,000 
## 7548                                                Bachelorâ\200\231s   1000-9,999 
## 7549                                                Bachelorâ\200\231s   1000-9,999 
## 7550                                                  Masterâ\200\231s          <NA>
## 7551                                                  Masterâ\200\231s       50-249 
## 7552                                                Bachelorâ\200\231s         0-49 
## 7553                                                Bachelorâ\200\231s     > 10,000 
## 7554                                                Bachelorâ\200\231s     > 10,000 
## 7555                                                  Masterâ\200\231s   1000-9,999 
## 7556                                                  Masterâ\200\231s          <NA>
## 7557                                                Bachelorâ\200\231s     > 10,000 
## 7558                                                    Doctoral   1000-9,999 
## 7559                                                Bachelorâ\200\231s          <NA>
## 7560                                       I prefer not to answer        0-49 
## 7561                                                    Doctoral         0-49 
## 7562                                                  Masterâ\200\231s     > 10,000 
## 7563                                                    Doctoral      250-999 
## 7564                                                Bachelorâ\200\231s     > 10,000 
## 7565                                                Bachelorâ\200\231s          <NA>
## 7566                                                    Doctoral      250-999 
## 7567                         No formal education past high school     250-999 
## 7568                                                Bachelorâ\200\231s      250-999 
## 7569                                                    Doctoral      250-999 
## 7570                                                Bachelorâ\200\231s          <NA>
## 7571                                                Bachelorâ\200\231s     > 10,000 
## 7572                                                Bachelorâ\200\231s          <NA>
## 7573                         No formal education past high school        0-49 
## 7574                                                  Masterâ\200\231s     > 10,000 
## 7575                                                  Masterâ\200\231s          <NA>
## 7576                                                    Doctoral     > 10,000 
## 7577                                                  Masterâ\200\231s   1000-9,999 
## 7578                                                Bachelorâ\200\231s          <NA>
## 7579                                                    Doctoral      250-999 
## 7580                                                  Masterâ\200\231s          <NA>
## 7581                                                  Masterâ\200\231s     > 10,000 
## 7582                                                Bachelorâ\200\231s     > 10,000 
## 7583                                                  Masterâ\200\231s          <NA>
## 7584                                                  Masterâ\200\231s      250-999 
## 7585                                                Bachelorâ\200\231s          <NA>
## 7586                                                Professional       50-249 
## 7587                                                  Masterâ\200\231s       50-249 
## 7588                                                Bachelorâ\200\231s          <NA>
## 7589                                                Bachelorâ\200\231s     > 10,000 
## 7590                                                  Masterâ\200\231s          <NA>
## 7591                                                Bachelorâ\200\231s          <NA>
## 7592                                                  Masterâ\200\231s          <NA>
## 7593                                                  Masterâ\200\231s          <NA>
## 7594 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 7595                                                  Masterâ\200\231s         0-49 
## 7596                                                Bachelorâ\200\231s      250-999 
## 7597                                                    Doctoral   1000-9,999 
## 7598                                                  Masterâ\200\231s     > 10,000 
## 7599                                                Bachelorâ\200\231s       50-249 
## 7600                                                  Masterâ\200\231s          <NA>
## 7601                                                Bachelorâ\200\231s          <NA>
## 7602                                                Bachelorâ\200\231s          <NA>
## 7603                                                Bachelorâ\200\231s         0-49 
## 7604                                                  Masterâ\200\231s     > 10,000 
## 7605 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 7606                                                Professional       50-249 
## 7607                                                  Masterâ\200\231s     > 10,000 
## 7608                                                Bachelorâ\200\231s          <NA>
## 7609                                                Professional       50-249 
## 7610                                                  Masterâ\200\231s   1000-9,999 
## 7611                                                Bachelorâ\200\231s   1000-9,999 
## 7612                                                  Masterâ\200\231s   1000-9,999 
## 7613                                                    Doctoral         0-49 
## 7614                                                Bachelorâ\200\231s          <NA>
## 7615                                                Bachelorâ\200\231s          <NA>
## 7616                                                    Doctoral         0-49 
## 7617                                                  Masterâ\200\231s       50-249 
## 7618                                                Bachelorâ\200\231s          <NA>
## 7619                                                  Masterâ\200\231s       50-249 
## 7620                                                  Masterâ\200\231s     > 10,000 
## 7621                                                Bachelorâ\200\231s          <NA>
## 7622                                                  Masterâ\200\231s     > 10,000 
## 7623                                                    Doctoral       50-249 
## 7624                                                Bachelorâ\200\231s     > 10,000 
## 7625                                                  Masterâ\200\231s       50-249 
## 7626                                                  Masterâ\200\231s   1000-9,999 
## 7627                                                  Masterâ\200\231s      250-999 
## 7628                                                Professional          <NA>
## 7629                                                    Doctoral       50-249 
## 7630                                                  Masterâ\200\231s      250-999 
## 7631                                                  Masterâ\200\231s         0-49 
## 7632                                                Bachelorâ\200\231s       50-249 
## 7633                                                  Masterâ\200\231s          <NA>
## 7634                                                  Masterâ\200\231s     > 10,000 
## 7635                                                Bachelorâ\200\231s      250-999 
## 7636                                                Bachelorâ\200\231s          <NA>
## 7637                                                  Masterâ\200\231s          <NA>
## 7638                                                Bachelorâ\200\231s          <NA>
## 7639                                                  Masterâ\200\231s         0-49 
## 7640                                                Bachelorâ\200\231s       50-249 
## 7641                                                Bachelorâ\200\231s       50-249 
## 7642                                                  Masterâ\200\231s      250-999 
## 7643                                                Bachelorâ\200\231s     > 10,000 
## 7644                                                Bachelorâ\200\231s   1000-9,999 
## 7645                                                  Masterâ\200\231s       50-249 
## 7646                                                  Masterâ\200\231s     > 10,000 
## 7647 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 7648                                                Bachelorâ\200\231s          <NA>
## 7649                                                Bachelorâ\200\231s     > 10,000 
## 7650                                                Bachelorâ\200\231s      250-999 
## 7651                                                  Masterâ\200\231s         0-49 
## 7652                                                  Masterâ\200\231s      250-999 
## 7653                                                Bachelorâ\200\231s      250-999 
## 7654                                                Bachelorâ\200\231s          <NA>
## 7655                                                    Doctoral     > 10,000 
## 7656                                                Bachelorâ\200\231s       50-249 
## 7657                                                  Masterâ\200\231s         0-49 
## 7658                                                Bachelorâ\200\231s       50-249 
## 7659                                                    Doctoral      250-999 
## 7660                                                Bachelorâ\200\231s          <NA>
## 7661                                                  Masterâ\200\231s      250-999 
## 7662                                                  Masterâ\200\231s       50-249 
## 7663                                                Bachelorâ\200\231s     > 10,000 
## 7664                                                  Masterâ\200\231s          <NA>
## 7665                                                Bachelorâ\200\231s      250-999 
## 7666                                                  Masterâ\200\231s   1000-9,999 
## 7667                                                Bachelorâ\200\231s      250-999 
## 7668                                                    Doctoral   1000-9,999 
## 7669                                                Bachelorâ\200\231s   1000-9,999 
## 7670                                                  Masterâ\200\231s       50-249 
## 7671                                                Bachelorâ\200\231s     > 10,000 
## 7672 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 7673                                                Bachelorâ\200\231s         0-49 
## 7674                                                Bachelorâ\200\231s         0-49 
## 7675                                                  Masterâ\200\231s         0-49 
## 7676                                                  Masterâ\200\231s         0-49 
## 7677                                                Bachelorâ\200\231s   1000-9,999 
## 7678                                                  Masterâ\200\231s   1000-9,999 
## 7679                                                  Masterâ\200\231s          <NA>
## 7680                                                Bachelorâ\200\231s         0-49 
## 7681                                                Bachelorâ\200\231s   1000-9,999 
## 7682                                                  Masterâ\200\231s      250-999 
## 7683                                                Bachelorâ\200\231s         0-49 
## 7684                                                  Masterâ\200\231s   1000-9,999 
## 7685 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 7686                                                  Masterâ\200\231s      250-999 
## 7687                                                Bachelorâ\200\231s         0-49 
## 7688                                                Bachelorâ\200\231s          <NA>
## 7689                                                  Masterâ\200\231s     > 10,000 
## 7690                                                  Masterâ\200\231s          <NA>
## 7691                                                    Doctoral   1000-9,999 
## 7692                                                Bachelorâ\200\231s          <NA>
## 7693                                                  Masterâ\200\231s          <NA>
## 7694                                                    Doctoral         0-49 
## 7695                                                Bachelorâ\200\231s          <NA>
## 7696                                                    Doctoral   1000-9,999 
## 7697                                                Bachelorâ\200\231s       50-249 
## 7698                                                  Masterâ\200\231s       50-249 
## 7699                                                  Masterâ\200\231s     > 10,000 
## 7700                                                    Doctoral   1000-9,999 
## 7701                                                    Doctoral      250-999 
## 7702                                                    Doctoral   1000-9,999 
## 7703                                                Bachelorâ\200\231s     > 10,000 
## 7704                                                  Masterâ\200\231s      250-999 
## 7705                                                Bachelorâ\200\231s          <NA>
## 7706                                                  Masterâ\200\231s     > 10,000 
## 7707                                                Bachelorâ\200\231s         0-49 
## 7708 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 7709                         No formal education past high school         <NA>
## 7710                                                  Masterâ\200\231s       50-249 
## 7711                                                Professional     > 10,000 
## 7712                                                  Masterâ\200\231s     > 10,000 
## 7713                                                Bachelorâ\200\231s      250-999 
## 7714                                                Bachelorâ\200\231s         0-49 
## 7715                                                  Masterâ\200\231s   1000-9,999 
## 7716                                                Bachelorâ\200\231s     > 10,000 
## 7717 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7718                                                    Doctoral      250-999 
## 7719                                                  Masterâ\200\231s       50-249 
## 7720                                                    Doctoral      250-999 
## 7721                                                  Masterâ\200\231s          <NA>
## 7722                                                Professional     > 10,000 
## 7723                                                  Masterâ\200\231s      250-999 
## 7724                                                Bachelorâ\200\231s     > 10,000 
## 7725                                                  Masterâ\200\231s         0-49 
## 7726                                                Bachelorâ\200\231s          <NA>
## 7727                                                    Doctoral          <NA>
## 7728                                                  Masterâ\200\231s         0-49 
## 7729                                                    Doctoral       50-249 
## 7730                                                    Doctoral       50-249 
## 7731                                                  Masterâ\200\231s   1000-9,999 
## 7732                                                Bachelorâ\200\231s         0-49 
## 7733                                                Bachelorâ\200\231s     > 10,000 
## 7734                                                Bachelorâ\200\231s      250-999 
## 7735 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7736                                                Bachelorâ\200\231s          <NA>
## 7737                                                Bachelorâ\200\231s   1000-9,999 
## 7738                                                  Masterâ\200\231s     > 10,000 
## 7739                                                Professional     > 10,000 
## 7740                                                Bachelorâ\200\231s         0-49 
## 7741                                                  Masterâ\200\231s          <NA>
## 7742                                                Bachelorâ\200\231s       50-249 
## 7743                                                  Masterâ\200\231s         0-49 
## 7744                                                  Masterâ\200\231s          <NA>
## 7745                                                Bachelorâ\200\231s     > 10,000 
## 7746                                                Professional          <NA>
## 7747                                                    Doctoral       50-249 
## 7748                                                    Doctoral       50-249 
## 7749                                                  Masterâ\200\231s      250-999 
## 7750                                                Bachelorâ\200\231s      250-999 
## 7751                                                  Masterâ\200\231s       50-249 
## 7752                                                  Masterâ\200\231s       50-249 
## 7753                                                  Masterâ\200\231s     > 10,000 
## 7754                                                  Masterâ\200\231s          <NA>
## 7755                                                Bachelorâ\200\231s   1000-9,999 
## 7756                                                  Masterâ\200\231s         0-49 
## 7757                                                  Masterâ\200\231s         0-49 
## 7758                                                  Masterâ\200\231s          <NA>
## 7759                                                    Doctoral   1000-9,999 
## 7760                                                Bachelorâ\200\231s     > 10,000 
## 7761                                                Bachelorâ\200\231s          <NA>
## 7762                                                    Doctoral         0-49 
## 7763                                                  Masterâ\200\231s      250-999 
## 7764                                                Bachelorâ\200\231s     > 10,000 
## 7765 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7766                                                  Masterâ\200\231s   1000-9,999 
## 7767                                                  Masterâ\200\231s       50-249 
## 7768                                                    Doctoral         0-49 
## 7769                                                Bachelorâ\200\231s          <NA>
## 7770                                                  Masterâ\200\231s     > 10,000 
## 7771                                                  Masterâ\200\231s          <NA>
## 7772                                                    Doctoral         0-49 
## 7773                                                  Masterâ\200\231s     > 10,000 
## 7774                                                Professional     > 10,000 
## 7775                                                    Doctoral     > 10,000 
## 7776                                                  Masterâ\200\231s      250-999 
## 7777                                                Bachelorâ\200\231s          <NA>
## 7778                                                  Masterâ\200\231s          <NA>
## 7779                                       I prefer not to answer  1000-9,999 
## 7780                                                    Doctoral   1000-9,999 
## 7781                                                    Doctoral   1000-9,999 
## 7782                                                    Doctoral       50-249 
## 7783                                                  Masterâ\200\231s     > 10,000 
## 7784                                                  Masterâ\200\231s     > 10,000 
## 7785                                                Bachelorâ\200\231s         0-49 
## 7786                                                    Doctoral   1000-9,999 
## 7787                                                Bachelorâ\200\231s     > 10,000 
## 7788 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 7789                                                Bachelorâ\200\231s          <NA>
## 7790                                                  Masterâ\200\231s       50-249 
## 7791                                                    Doctoral         0-49 
## 7792                         No formal education past high school         <NA>
## 7793                                       I prefer not to answer      50-249 
## 7794                                                  Masterâ\200\231s   1000-9,999 
## 7795                                                  Masterâ\200\231s          <NA>
## 7796 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 7797                                                  Masterâ\200\231s   1000-9,999 
## 7798                                                  Masterâ\200\231s         0-49 
## 7799                                                Bachelorâ\200\231s       50-249 
## 7800                                                Bachelorâ\200\231s          <NA>
## 7801                                                  Masterâ\200\231s     > 10,000 
## 7802                                                  Masterâ\200\231s          <NA>
## 7803                                                  Masterâ\200\231s     > 10,000 
## 7804                                                  Masterâ\200\231s          <NA>
## 7805                                                  Masterâ\200\231s       50-249 
## 7806                                                  Masterâ\200\231s          <NA>
## 7807                                                Bachelorâ\200\231s          <NA>
## 7808                                                Bachelorâ\200\231s     > 10,000 
## 7809                                                    Doctoral       50-249 
## 7810                                                  Masterâ\200\231s     > 10,000 
## 7811                                                  Masterâ\200\231s          <NA>
## 7812                                                Bachelorâ\200\231s     > 10,000 
## 7813                                                  Masterâ\200\231s     > 10,000 
## 7814                                                Bachelorâ\200\231s         0-49 
## 7815                                                Bachelorâ\200\231s         0-49 
## 7816                                                Bachelorâ\200\231s     > 10,000 
## 7817                         No formal education past high school        0-49 
## 7818                                                Bachelorâ\200\231s          <NA>
## 7819                                                Bachelorâ\200\231s     > 10,000 
## 7820                                                  Masterâ\200\231s      250-999 
## 7821                                                  Masterâ\200\231s         0-49 
## 7822                                                  Masterâ\200\231s      250-999 
## 7823                                                Bachelorâ\200\231s      250-999 
## 7824                                                  Masterâ\200\231s       50-249 
## 7825                                                  Masterâ\200\231s   1000-9,999 
## 7826                                                  Masterâ\200\231s         0-49 
## 7827                                                Bachelorâ\200\231s       50-249 
## 7828                                                  Masterâ\200\231s         0-49 
## 7829                                                Bachelorâ\200\231s      250-999 
## 7830 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 7831                                                Bachelorâ\200\231s   1000-9,999 
## 7832                                                  Masterâ\200\231s         0-49 
## 7833                                                Bachelorâ\200\231s          <NA>
## 7834 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 7835                                                    Doctoral      250-999 
## 7836                                                Bachelorâ\200\231s          <NA>
## 7837                                                  Masterâ\200\231s      250-999 
## 7838                                                  Masterâ\200\231s   1000-9,999 
## 7839                                                  Masterâ\200\231s      250-999 
## 7840                                                Bachelorâ\200\231s         0-49 
## 7841                                                  Masterâ\200\231s          <NA>
## 7842                                                    Doctoral   1000-9,999 
## 7843                                                    Doctoral       50-249 
## 7844                                                Bachelorâ\200\231s          <NA>
## 7845                                                  Masterâ\200\231s      250-999 
## 7846                                                    Doctoral     > 10,000 
## 7847                                                  Masterâ\200\231s       50-249 
## 7848                                                  Masterâ\200\231s         0-49 
## 7849                                                  Masterâ\200\231s          <NA>
## 7850                                                    Doctoral   1000-9,999 
## 7851                                                    Doctoral   1000-9,999 
## 7852                                       I prefer not to answer        0-49 
## 7853                                                  Masterâ\200\231s     > 10,000 
## 7854                                                Bachelorâ\200\231s         0-49 
## 7855                                                  Masterâ\200\231s      250-999 
## 7856                                                  Masterâ\200\231s         0-49 
## 7857                                                Bachelorâ\200\231s         0-49 
## 7858                                                    Doctoral     > 10,000 
## 7859                                                  Masterâ\200\231s       50-249 
## 7860                                                Bachelorâ\200\231s          <NA>
## 7861                                                Bachelorâ\200\231s         0-49 
## 7862                                                Bachelorâ\200\231s       50-249 
## 7863                                                  Masterâ\200\231s          <NA>
## 7864                                                    Doctoral   1000-9,999 
## 7865                                                  Masterâ\200\231s          <NA>
## 7866                                                  Masterâ\200\231s         0-49 
## 7867                                                Bachelorâ\200\231s          <NA>
## 7868                                                  Masterâ\200\231s       50-249 
## 7869                                                    Doctoral         0-49 
## 7870                                                Bachelorâ\200\231s         0-49 
## 7871                                                Professional     > 10,000 
## 7872                                                Bachelorâ\200\231s          <NA>
## 7873                                                    Doctoral   1000-9,999 
## 7874 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7875                                                Bachelorâ\200\231s     > 10,000 
## 7876                                                  Masterâ\200\231s          <NA>
## 7877                                                Bachelorâ\200\231s   1000-9,999 
## 7878                                                  Masterâ\200\231s          <NA>
## 7879                                                Bachelorâ\200\231s          <NA>
## 7880                                                Bachelorâ\200\231s         0-49 
## 7881                                                  Masterâ\200\231s         0-49 
## 7882                                                Bachelorâ\200\231s   1000-9,999 
## 7883                                                    Doctoral       50-249 
## 7884                                                Bachelorâ\200\231s          <NA>
## 7885                                                  Masterâ\200\231s   1000-9,999 
## 7886                                                  Masterâ\200\231s     > 10,000 
## 7887                                                Professional         0-49 
## 7888                                                Bachelorâ\200\231s          <NA>
## 7889                                                Bachelorâ\200\231s         0-49 
## 7890                                                  Masterâ\200\231s          <NA>
## 7891                                                  Masterâ\200\231s     > 10,000 
## 7892                                                  Masterâ\200\231s          <NA>
## 7893                                                  Masterâ\200\231s          <NA>
## 7894                                                Bachelorâ\200\231s       50-249 
## 7895                                                    Doctoral   1000-9,999 
## 7896                                                  Masterâ\200\231s          <NA>
## 7897                                                    Doctoral          <NA>
## 7898                                                Bachelorâ\200\231s   1000-9,999 
## 7899                                                  Masterâ\200\231s          <NA>
## 7900                                                Bachelorâ\200\231s   1000-9,999 
## 7901                                                  Masterâ\200\231s       50-249 
## 7902                                                  Masterâ\200\231s      250-999 
## 7903                                                Bachelorâ\200\231s       50-249 
## 7904                                                  Masterâ\200\231s      250-999 
## 7905                                                Bachelorâ\200\231s         0-49 
## 7906                                                  Masterâ\200\231s       50-249 
## 7907                                                  Masterâ\200\231s          <NA>
## 7908                                                  Masterâ\200\231s      250-999 
## 7909                                                    Doctoral         0-49 
## 7910                                                  Masterâ\200\231s         0-49 
## 7911                                                  Masterâ\200\231s   1000-9,999 
## 7912                                                  Masterâ\200\231s       50-249 
## 7913                                                Bachelorâ\200\231s          <NA>
## 7914                                                Bachelorâ\200\231s          <NA>
## 7915                                                    Doctoral      250-999 
## 7916                                                Bachelorâ\200\231s   1000-9,999 
## 7917                                                Bachelorâ\200\231s          <NA>
## 7918                                                  Masterâ\200\231s       50-249 
## 7919                                                  Masterâ\200\231s     > 10,000 
## 7920                                                  Masterâ\200\231s          <NA>
## 7921                                                  Masterâ\200\231s      250-999 
## 7922                                                Bachelorâ\200\231s         0-49 
## 7923                                                  Masterâ\200\231s     > 10,000 
## 7924                                                  Masterâ\200\231s      250-999 
## 7925                                                  Masterâ\200\231s         0-49 
## 7926                                                  Masterâ\200\231s         0-49 
## 7927                                                    Doctoral       50-249 
## 7928                                                  Masterâ\200\231s      250-999 
## 7929                                                  Masterâ\200\231s      250-999 
## 7930                                                  Masterâ\200\231s         0-49 
## 7931                                                  Masterâ\200\231s         0-49 
## 7932                                                    Doctoral     > 10,000 
## 7933                                                    Doctoral         0-49 
## 7934                                                Bachelorâ\200\231s          <NA>
## 7935 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7936                                                  Masterâ\200\231s   1000-9,999 
## 7937                                                  Masterâ\200\231s       50-249 
## 7938                         No formal education past high school      50-249 
## 7939                                                    Doctoral   1000-9,999 
## 7940                                                  Masterâ\200\231s       50-249 
## 7941                                                Professional         0-49 
## 7942                                                  Masterâ\200\231s     > 10,000 
## 7943                                                Bachelorâ\200\231s          <NA>
## 7944                                                  Masterâ\200\231s         0-49 
## 7945                                                Bachelorâ\200\231s          <NA>
## 7946                                                Bachelorâ\200\231s          <NA>
## 7947                                                  Masterâ\200\231s      250-999 
## 7948 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7949                                                  Masterâ\200\231s      250-999 
## 7950 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 7951                                                  Masterâ\200\231s   1000-9,999 
## 7952                                                  Masterâ\200\231s   1000-9,999 
## 7953                                                  Masterâ\200\231s      250-999 
## 7954                                                  Masterâ\200\231s   1000-9,999 
## 7955                                                  Masterâ\200\231s   1000-9,999 
## 7956                         No formal education past high school         <NA>
## 7957                                                    Doctoral         0-49 
## 7958                                                Bachelorâ\200\231s          <NA>
## 7959                                                Bachelorâ\200\231s         0-49 
## 7960                                                Professional   1000-9,999 
## 7961                                                Bachelorâ\200\231s         0-49 
## 7962                                                  Masterâ\200\231s         0-49 
## 7963                                                Professional          <NA>
## 7964                                                  Masterâ\200\231s   1000-9,999 
## 7965                                                    Doctoral   1000-9,999 
## 7966                                                Bachelorâ\200\231s     > 10,000 
## 7967                                                  Masterâ\200\231s     > 10,000 
## 7968                                                  Masterâ\200\231s   1000-9,999 
## 7969                                                    Doctoral         0-49 
## 7970                                                  Masterâ\200\231s         0-49 
## 7971                                                Professional       50-249 
## 7972                                                  Masterâ\200\231s         0-49 
## 7973                                                  Masterâ\200\231s       50-249 
## 7974                                                  Masterâ\200\231s      250-999 
## 7975                                                  Masterâ\200\231s     > 10,000 
## 7976                                                Bachelorâ\200\231s   1000-9,999 
## 7977                                                  Masterâ\200\231s         0-49 
## 7978                                                  Masterâ\200\231s         0-49 
## 7979                                                  Masterâ\200\231s     > 10,000 
## 7980                                                Professional      250-999 
## 7981                                                  Masterâ\200\231s     > 10,000 
## 7982                                                    Doctoral          <NA>
## 7983                                                  Masterâ\200\231s   1000-9,999 
## 7984                                                  Masterâ\200\231s   1000-9,999 
## 7985                                                    Doctoral          <NA>
## 7986 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7987                                                Bachelorâ\200\231s   1000-9,999 
## 7988                                                  Masterâ\200\231s          <NA>
## 7989                                                  Masterâ\200\231s         0-49 
## 7990                                                  Masterâ\200\231s       50-249 
## 7991                                                    Doctoral       50-249 
## 7992 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7993                                                  Masterâ\200\231s          <NA>
## 7994                                                Bachelorâ\200\231s          <NA>
## 7995                                                  Masterâ\200\231s       50-249 
## 7996                                                  Masterâ\200\231s     > 10,000 
## 7997                                                  Masterâ\200\231s      250-999 
## 7998                                                    Doctoral      250-999 
## 7999                                                  Masterâ\200\231s   1000-9,999 
## 8000                                                Bachelorâ\200\231s     > 10,000 
## 8001                                                Bachelorâ\200\231s     > 10,000 
## 8002                                                    Doctoral   1000-9,999 
## 8003                                                  Masterâ\200\231s   1000-9,999 
## 8004                                                Bachelorâ\200\231s     > 10,000 
## 8005                                                    Doctoral         0-49 
## 8006                                                Bachelorâ\200\231s      250-999 
## 8007                                                  Masterâ\200\231s          <NA>
## 8008                                                Bachelorâ\200\231s     > 10,000 
## 8009 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 8010                                                Bachelorâ\200\231s          <NA>
## 8011                                                Bachelorâ\200\231s         0-49 
## 8012                                                  Masterâ\200\231s          <NA>
## 8013                                                  Masterâ\200\231s       50-249 
## 8014                                                  Masterâ\200\231s          <NA>
## 8015                                                    Doctoral         0-49 
## 8016                                                    Doctoral         0-49 
## 8017                                                  Masterâ\200\231s          <NA>
## 8018                                                  Masterâ\200\231s     > 10,000 
## 8019                                                  Masterâ\200\231s      250-999 
## 8020                                                Bachelorâ\200\231s       50-249 
## 8021                                                  Masterâ\200\231s          <NA>
## 8022                                                  Masterâ\200\231s   1000-9,999 
## 8023                                                Bachelorâ\200\231s     > 10,000 
## 8024                                                  Masterâ\200\231s     > 10,000 
## 8025                                                  Masterâ\200\231s     > 10,000 
## 8026                                                    Doctoral       50-249 
## 8027                                                  Masterâ\200\231s   1000-9,999 
## 8028                                                Bachelorâ\200\231s     > 10,000 
## 8029                                                Bachelorâ\200\231s      250-999 
## 8030                                                  Masterâ\200\231s   1000-9,999 
## 8031                                                  Masterâ\200\231s   1000-9,999 
## 8032                                                Bachelorâ\200\231s      250-999 
## 8033                                                Professional       50-249 
## 8034                                                  Masterâ\200\231s         0-49 
## 8035                                                  Masterâ\200\231s   1000-9,999 
## 8036                                                  Masterâ\200\231s      250-999 
## 8037                                                    Doctoral       50-249 
## 8038                                                  Masterâ\200\231s         0-49 
## 8039                                                  Masterâ\200\231s         0-49 
## 8040                                                  Masterâ\200\231s          <NA>
## 8041                                                  Masterâ\200\231s         0-49 
## 8042                                                Bachelorâ\200\231s         0-49 
## 8043                                                  Masterâ\200\231s          <NA>
## 8044                                                  Masterâ\200\231s       50-249 
## 8045                                                Bachelorâ\200\231s          <NA>
## 8046                                                Bachelorâ\200\231s          <NA>
## 8047                                                    Doctoral         0-49 
## 8048                                                  Masterâ\200\231s   1000-9,999 
## 8049                                                  Masterâ\200\231s         0-49 
## 8050                                                Bachelorâ\200\231s   1000-9,999 
## 8051                                                  Masterâ\200\231s         0-49 
## 8052                                                Professional      250-999 
## 8053 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8054                                                  Masterâ\200\231s      250-999 
## 8055 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8056                                                Bachelorâ\200\231s       50-249 
## 8057                                                  Masterâ\200\231s       50-249 
## 8058                                                  Masterâ\200\231s       50-249 
## 8059                                                  Masterâ\200\231s       50-249 
## 8060                                                    Doctoral   1000-9,999 
## 8061                                                Bachelorâ\200\231s          <NA>
## 8062                                                  Masterâ\200\231s     > 10,000 
## 8063 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 8064                                                Bachelorâ\200\231s     > 10,000 
## 8065                                                  Masterâ\200\231s         0-49 
## 8066                                                    Doctoral         0-49 
## 8067                                                  Masterâ\200\231s      250-999 
## 8068                                       I prefer not to answer        0-49 
## 8069                                                  Masterâ\200\231s         0-49 
## 8070                                                  Masterâ\200\231s          <NA>
## 8071                                                Bachelorâ\200\231s         0-49 
## 8072                                                Bachelorâ\200\231s       50-249 
## 8073                                                  Masterâ\200\231s   1000-9,999 
## 8074                                                    Doctoral          <NA>
## 8075                                                  Masterâ\200\231s       50-249 
## 8076                                                  Masterâ\200\231s         0-49 
## 8077                                                Bachelorâ\200\231s          <NA>
## 8078                                                  Masterâ\200\231s         0-49 
## 8079                                                  Masterâ\200\231s         0-49 
## 8080                                                Bachelorâ\200\231s          <NA>
## 8081                                                Bachelorâ\200\231s         0-49 
## 8082                                                  Masterâ\200\231s   1000-9,999 
## 8083                                                  Masterâ\200\231s          <NA>
## 8084 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8085                                                Bachelorâ\200\231s   1000-9,999 
## 8086                                                  Masterâ\200\231s          <NA>
## 8087                                                    Doctoral     > 10,000 
## 8088                                                  Masterâ\200\231s     > 10,000 
## 8089                                                  Masterâ\200\231s   1000-9,999 
## 8090                                                  Masterâ\200\231s     > 10,000 
## 8091                                                    Doctoral      250-999 
## 8092                                                  Masterâ\200\231s       50-249 
## 8093 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8094                                                Bachelorâ\200\231s   1000-9,999 
## 8095                                                    Doctoral         0-49 
## 8096                                                Bachelorâ\200\231s       50-249 
## 8097                                                Bachelorâ\200\231s         0-49 
## 8098                                                  Masterâ\200\231s       50-249 
## 8099                                                    Doctoral       50-249 
## 8100                                                    Doctoral   1000-9,999 
## 8101                                                  Masterâ\200\231s   1000-9,999 
## 8102                                                    Doctoral         0-49 
## 8103                                                    Doctoral          <NA>
## 8104                                                  Masterâ\200\231s         0-49 
## 8105                                                Bachelorâ\200\231s         0-49 
## 8106                                                  Masterâ\200\231s      250-999 
## 8107                                                    Doctoral      250-999 
## 8108                                                Bachelorâ\200\231s       50-249 
## 8109                                                    Doctoral   1000-9,999 
## 8110                                                  Masterâ\200\231s     > 10,000 
## 8111                                                Bachelorâ\200\231s   1000-9,999 
## 8112                                                  Masterâ\200\231s       50-249 
## 8113                                                  Masterâ\200\231s         0-49 
## 8114                                                  Masterâ\200\231s   1000-9,999 
## 8115                                                    Doctoral     > 10,000 
## 8116                                                  Masterâ\200\231s      250-999 
## 8117                                                  Masterâ\200\231s     > 10,000 
## 8118                                                Bachelorâ\200\231s         0-49 
## 8119                                                Bachelorâ\200\231s          <NA>
## 8120                                                  Masterâ\200\231s       50-249 
## 8121                                                  Masterâ\200\231s         0-49 
## 8122                                                Professional     > 10,000 
## 8123                                                    Doctoral          <NA>
## 8124                                                    Doctoral          <NA>
## 8125                                                  Masterâ\200\231s      250-999 
## 8126                                                    Doctoral   1000-9,999 
## 8127                                                  Masterâ\200\231s      250-999 
## 8128 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8129                                                  Masterâ\200\231s       50-249 
## 8130                                                  Masterâ\200\231s          <NA>
## 8131                                                  Masterâ\200\231s         0-49 
## 8132                                                Professional     > 10,000 
## 8133                                                    Doctoral         0-49 
## 8134                                                  Masterâ\200\231s          <NA>
## 8135                                                  Masterâ\200\231s          <NA>
## 8136                                                  Masterâ\200\231s     > 10,000 
## 8137                                                  Masterâ\200\231s          <NA>
## 8138                                                    Doctoral       50-249 
## 8139                                                  Masterâ\200\231s         0-49 
## 8140                                                  Masterâ\200\231s       50-249 
## 8141                                                  Masterâ\200\231s   1000-9,999 
## 8142                                                  Masterâ\200\231s   1000-9,999 
## 8143                                                  Masterâ\200\231s         0-49 
## 8144                                                  Masterâ\200\231s     > 10,000 
## 8145                                                    Doctoral      250-999 
## 8146                                                    Doctoral     > 10,000 
## 8147                                                    Doctoral         0-49 
## 8148                                                  Masterâ\200\231s          <NA>
## 8149                                                  Masterâ\200\231s         0-49 
## 8150                                                  Masterâ\200\231s      250-999 
## 8151                                                  Masterâ\200\231s     > 10,000 
## 8152                                                  Masterâ\200\231s          <NA>
## 8153                                                  Masterâ\200\231s          <NA>
## 8154                                                  Masterâ\200\231s       50-249 
## 8155                                                Professional       50-249 
## 8156                                                  Masterâ\200\231s          <NA>
## 8157                                                  Masterâ\200\231s         0-49 
## 8158                                                    Doctoral         0-49 
## 8159                                                  Masterâ\200\231s   1000-9,999 
## 8160                                                  Masterâ\200\231s     > 10,000 
## 8161                                                  Masterâ\200\231s     > 10,000 
## 8162                                                    Doctoral         0-49 
## 8163                                                Bachelorâ\200\231s       50-249 
## 8164                                                Bachelorâ\200\231s         0-49 
## 8165                                                  Masterâ\200\231s   1000-9,999 
## 8166                                                Bachelorâ\200\231s          <NA>
## 8167                                                  Masterâ\200\231s          <NA>
## 8168                                                    Doctoral     > 10,000 
## 8169                                                Bachelorâ\200\231s     > 10,000 
## 8170                                                Bachelorâ\200\231s     > 10,000 
## 8171                                                  Masterâ\200\231s          <NA>
## 8172                                                Bachelorâ\200\231s       50-249 
## 8173                                                Bachelorâ\200\231s         0-49 
## 8174                                                Bachelorâ\200\231s   1000-9,999 
## 8175                                                  Masterâ\200\231s          <NA>
## 8176 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 8177                                                    Doctoral       50-249 
## 8178                                                  Masterâ\200\231s     > 10,000 
## 8179                                                Bachelorâ\200\231s         0-49 
## 8180                                                  Masterâ\200\231s       50-249 
## 8181                                                    Doctoral         0-49 
## 8182                                                    Doctoral         0-49 
## 8183                                                Bachelorâ\200\231s          <NA>
## 8184                                                    Doctoral          <NA>
## 8185                                                  Masterâ\200\231s         0-49 
## 8186                                                  Masterâ\200\231s       50-249 
## 8187                                                    Doctoral       50-249 
## 8188                                                  Masterâ\200\231s     > 10,000 
## 8189                                                  Masterâ\200\231s     > 10,000 
## 8190                                                  Masterâ\200\231s          <NA>
## 8191                                                  Masterâ\200\231s          <NA>
## 8192                                       I prefer not to answer     250-999 
## 8193                                                Bachelorâ\200\231s       50-249 
## 8194                                                  Masterâ\200\231s     > 10,000 
## 8195                                                    Doctoral         0-49 
## 8196                                                    Doctoral         0-49 
## 8197                                                    Doctoral         0-49 
## 8198                                                  Masterâ\200\231s       50-249 
## 8199                                                  Masterâ\200\231s         0-49 
## 8200                                                  Masterâ\200\231s          <NA>
## 8201                                                    Doctoral         0-49 
## 8202                                                  Masterâ\200\231s          <NA>
## 8203                                                Bachelorâ\200\231s         0-49 
## 8204                                                Bachelorâ\200\231s         0-49 
## 8205                                                  Masterâ\200\231s      250-999 
## 8206                                                Professional   1000-9,999 
## 8207                                                  Masterâ\200\231s     > 10,000 
## 8208                                                  Masterâ\200\231s         0-49 
## 8209                                                Bachelorâ\200\231s          <NA>
## 8210                                                    Doctoral      250-999 
## 8211                                                  Masterâ\200\231s       50-249 
## 8212                                                    Doctoral     > 10,000 
## 8213                                                  Masterâ\200\231s      250-999 
## 8214                                                  Masterâ\200\231s         0-49 
## 8215                                                Bachelorâ\200\231s         0-49 
## 8216                                                Bachelorâ\200\231s          <NA>
## 8217                                                    Doctoral   1000-9,999 
## 8218                                                  Masterâ\200\231s   1000-9,999 
## 8219                                                    Doctoral   1000-9,999 
## 8220                                                  Masterâ\200\231s         0-49 
## 8221                                                Bachelorâ\200\231s          <NA>
## 8222                                                  Masterâ\200\231s         0-49 
## 8223                                                Professional         0-49 
## 8224                                                Bachelorâ\200\231s         0-49 
## 8225                                                Bachelorâ\200\231s          <NA>
## 8226                                                    Doctoral     > 10,000 
## 8227                                                  Masterâ\200\231s       50-249 
## 8228                                                    Doctoral          <NA>
## 8229                                                  Masterâ\200\231s         0-49 
## 8230                                                  Masterâ\200\231s      250-999 
## 8231                                                  Masterâ\200\231s     > 10,000 
## 8232                                                Bachelorâ\200\231s   1000-9,999 
## 8233                                                  Masterâ\200\231s      250-999 
## 8234                                                  Masterâ\200\231s   1000-9,999 
## 8235                                                  Masterâ\200\231s       50-249 
## 8236                                                  Masterâ\200\231s     > 10,000 
## 8237                                                  Masterâ\200\231s         0-49 
## 8238                                                  Masterâ\200\231s          <NA>
## 8239                                                  Masterâ\200\231s         0-49 
## 8240                                                    Doctoral   1000-9,999 
## 8241                                                    Doctoral      250-999 
## 8242                                                  Masterâ\200\231s       50-249 
## 8243                                                  Masterâ\200\231s       50-249 
## 8244                                                Bachelorâ\200\231s         0-49 
## 8245 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 8246                                                  Masterâ\200\231s     > 10,000 
## 8247                                                Bachelorâ\200\231s          <NA>
## 8248                                                Bachelorâ\200\231s          <NA>
## 8249                                                    Doctoral   1000-9,999 
## 8250                                                Bachelorâ\200\231s          <NA>
## 8251                                                    Doctoral   1000-9,999 
## 8252                                                  Masterâ\200\231s     > 10,000 
## 8253                                                  Masterâ\200\231s     > 10,000 
## 8254                                                    Doctoral         0-49 
## 8255                                                  Masterâ\200\231s         0-49 
## 8256                                                Bachelorâ\200\231s   1000-9,999 
## 8257                                       I prefer not to answer         <NA>
## 8258                                                Bachelorâ\200\231s   1000-9,999 
## 8259                                                    Doctoral     > 10,000 
## 8260                                                  Masterâ\200\231s   1000-9,999 
## 8261 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8262                                                    Doctoral   1000-9,999 
## 8263                                                    Doctoral     > 10,000 
## 8264                                                Bachelorâ\200\231s         0-49 
## 8265                                                  Masterâ\200\231s   1000-9,999 
## 8266                                                  Masterâ\200\231s          <NA>
## 8267                                                  Masterâ\200\231s      250-999 
## 8268                                                  Masterâ\200\231s          <NA>
## 8269                                                  Masterâ\200\231s     > 10,000 
## 8270                                                Bachelorâ\200\231s          <NA>
## 8271                                                  Masterâ\200\231s       50-249 
## 8272                                                  Masterâ\200\231s      250-999 
## 8273 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 8274                                       I prefer not to answer         <NA>
## 8275                                                  Masterâ\200\231s   1000-9,999 
## 8276                                                  Masterâ\200\231s     > 10,000 
## 8277                                                    Doctoral   1000-9,999 
## 8278                                                    Doctoral         0-49 
## 8279 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8280 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8281                                                Bachelorâ\200\231s          <NA>
## 8282                                                  Masterâ\200\231s       50-249 
## 8283                                                  Masterâ\200\231s       50-249 
## 8284 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 8285                                                    Doctoral      250-999 
## 8286                                                  Masterâ\200\231s       50-249 
## 8287                                                  Masterâ\200\231s          <NA>
## 8288                                                    Doctoral          <NA>
## 8289                                                  Masterâ\200\231s         0-49 
## 8290                                                    Doctoral      250-999 
## 8291                                                  Masterâ\200\231s     > 10,000 
## 8292                                                  Masterâ\200\231s          <NA>
## 8293                                                  Masterâ\200\231s     > 10,000 
## 8294                                                  Masterâ\200\231s   1000-9,999 
## 8295                                                  Masterâ\200\231s   1000-9,999 
## 8296                                                Bachelorâ\200\231s         0-49 
## 8297                                                  Masterâ\200\231s         0-49 
## 8298 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 8299                                                    Doctoral       50-249 
## 8300                                                Bachelorâ\200\231s     > 10,000 
## 8301 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8302                                                  Masterâ\200\231s         0-49 
## 8303                                                Bachelorâ\200\231s         0-49 
## 8304                                                  Masterâ\200\231s          <NA>
## 8305                                                Bachelorâ\200\231s     > 10,000 
## 8306                                                Bachelorâ\200\231s          <NA>
## 8307                                                    Doctoral   1000-9,999 
## 8308                                                  Masterâ\200\231s   1000-9,999 
## 8309                                                Bachelorâ\200\231s          <NA>
## 8310                                                  Masterâ\200\231s         0-49 
## 8311                                                  Masterâ\200\231s         0-49 
## 8312                                                  Masterâ\200\231s     > 10,000 
## 8313                                                  Masterâ\200\231s      250-999 
## 8314                                                  Masterâ\200\231s       50-249 
## 8315                                                  Masterâ\200\231s   1000-9,999 
## 8316                                                Bachelorâ\200\231s      250-999 
## 8317                                                    Doctoral     > 10,000 
## 8318                                                  Masterâ\200\231s     > 10,000 
## 8319                         No formal education past high school  1000-9,999 
## 8320                                                  Masterâ\200\231s       50-249 
## 8321                                                Bachelorâ\200\231s          <NA>
## 8322 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8323                                                  Masterâ\200\231s         0-49 
## 8324                                                  Masterâ\200\231s          <NA>
## 8325                                                  Masterâ\200\231s     > 10,000 
## 8326 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8327                                                  Masterâ\200\231s     > 10,000 
## 8328                                                  Masterâ\200\231s     > 10,000 
## 8329                                                    Doctoral     > 10,000 
## 8330                                                  Masterâ\200\231s          <NA>
## 8331                                                  Masterâ\200\231s     > 10,000 
## 8332                                                  Masterâ\200\231s   1000-9,999 
## 8333                                                  Masterâ\200\231s   1000-9,999 
## 8334                                                  Masterâ\200\231s     > 10,000 
## 8335                                                  Masterâ\200\231s          <NA>
## 8336                                       I prefer not to answer      50-249 
## 8337                                                    Doctoral      250-999 
## 8338                                                    Doctoral   1000-9,999 
## 8339                                                    Doctoral      250-999 
## 8340                                                Bachelorâ\200\231s         0-49 
## 8341                                                  Masterâ\200\231s          <NA>
## 8342                                                  Masterâ\200\231s         0-49 
## 8343                                                    Doctoral   1000-9,999 
## 8344                                                Professional       50-249 
## 8345                                                  Masterâ\200\231s         0-49 
## 8346                                                Bachelorâ\200\231s         0-49 
## 8347                                                Bachelorâ\200\231s         0-49 
## 8348                                                  Masterâ\200\231s         0-49 
## 8349                                                  Masterâ\200\231s          <NA>
## 8350                                                  Masterâ\200\231s          <NA>
## 8351                                                  Masterâ\200\231s          <NA>
## 8352                                                  Masterâ\200\231s         0-49 
## 8353                                                  Masterâ\200\231s   1000-9,999 
## 8354                                                Bachelorâ\200\231s   1000-9,999 
## 8355                                                  Masterâ\200\231s       50-249 
## 8356                                                  Masterâ\200\231s          <NA>
## 8357                                                  Masterâ\200\231s      250-999 
## 8358                                                  Masterâ\200\231s          <NA>
## 8359                                                Bachelorâ\200\231s     > 10,000 
## 8360                                                Bachelorâ\200\231s   1000-9,999 
## 8361                                                    Doctoral         0-49 
## 8362                                                  Masterâ\200\231s         0-49 
## 8363                                                  Masterâ\200\231s   1000-9,999 
## 8364                                                  Masterâ\200\231s   1000-9,999 
## 8365                                                  Masterâ\200\231s          <NA>
## 8366                                                  Masterâ\200\231s          <NA>
## 8367                                                  Masterâ\200\231s     > 10,000 
## 8368                                                Bachelorâ\200\231s   1000-9,999 
## 8369                                                  Masterâ\200\231s   1000-9,999 
## 8370                                                  Masterâ\200\231s         0-49 
## 8371                                                  Masterâ\200\231s      250-999 
## 8372                                                    Doctoral      250-999 
## 8373                                                  Masterâ\200\231s   1000-9,999 
## 8374                                                  Masterâ\200\231s          <NA>
## 8375                                                  Masterâ\200\231s       50-249 
## 8376                                                  Masterâ\200\231s     > 10,000 
## 8377                                                  Masterâ\200\231s       50-249 
## 8378                                                  Masterâ\200\231s          <NA>
## 8379                                                  Masterâ\200\231s          <NA>
## 8380                                                    Doctoral          <NA>
## 8381                                                  Masterâ\200\231s         0-49 
## 8382                                                  Masterâ\200\231s          <NA>
## 8383                                                    Doctoral          <NA>
## 8384                                                  Masterâ\200\231s       50-249 
## 8385                                                    Doctoral       50-249 
## 8386                                                Bachelorâ\200\231s     > 10,000 
## 8387                                                Professional       50-249 
## 8388                                                    Doctoral     > 10,000 
## 8389                                                Bachelorâ\200\231s      250-999 
## 8390                                                  Masterâ\200\231s   1000-9,999 
## 8391                                                    Doctoral      250-999 
## 8392                                                  Masterâ\200\231s          <NA>
## 8393                                                  Masterâ\200\231s     > 10,000 
## 8394                                                  Masterâ\200\231s   1000-9,999 
## 8395                                                  Masterâ\200\231s          <NA>
## 8396                                                  Masterâ\200\231s      250-999 
## 8397                                                Bachelorâ\200\231s         0-49 
## 8398                                                Bachelorâ\200\231s   1000-9,999 
## 8399                                                  Masterâ\200\231s   1000-9,999 
## 8400                                                Bachelorâ\200\231s         0-49 
## 8401                         No formal education past high school        0-49 
## 8402                                                  Masterâ\200\231s         0-49 
## 8403                                                  Masterâ\200\231s   1000-9,999 
## 8404                                                  Masterâ\200\231s     > 10,000 
## 8405                                                    Doctoral   1000-9,999 
## 8406                                                  Masterâ\200\231s       50-249 
## 8407 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 8408                                                Bachelorâ\200\231s         0-49 
## 8409                                       I prefer not to answer        0-49 
## 8410                                                  Masterâ\200\231s      250-999 
## 8411                                                Bachelorâ\200\231s         0-49 
## 8412                                                  Masterâ\200\231s         0-49 
## 8413                                                    Doctoral      250-999 
## 8414                                                  Masterâ\200\231s      250-999 
## 8415                                                  Masterâ\200\231s         0-49 
## 8416                                                  Masterâ\200\231s         0-49 
## 8417                                                  Masterâ\200\231s     > 10,000 
## 8418                                                Bachelorâ\200\231s          <NA>
## 8419                                                    Doctoral          <NA>
## 8420                                                  Masterâ\200\231s          <NA>
## 8421                                                  Masterâ\200\231s         0-49 
## 8422                                                  Masterâ\200\231s         0-49 
## 8423                                                  Masterâ\200\231s          <NA>
## 8424                                                  Masterâ\200\231s     > 10,000 
## 8425                                                    Doctoral          <NA>
## 8426                                                  Masterâ\200\231s         0-49 
## 8427                                                  Masterâ\200\231s          <NA>
## 8428                                                Bachelorâ\200\231s         0-49 
## 8429                                                    Doctoral          <NA>
## 8430                                                  Masterâ\200\231s   1000-9,999 
## 8431                                                  Masterâ\200\231s      250-999 
## 8432                                                  Masterâ\200\231s         0-49 
## 8433                                                  Masterâ\200\231s     > 10,000 
## 8434                                                  Masterâ\200\231s     > 10,000 
## 8435                                                  Masterâ\200\231s         0-49 
## 8436                                                  Masterâ\200\231s   1000-9,999 
## 8437                                                  Masterâ\200\231s      250-999 
## 8438                                                    Doctoral          <NA>
## 8439                                                  Masterâ\200\231s          <NA>
## 8440                                                    Doctoral      250-999 
## 8441                                                Bachelorâ\200\231s   1000-9,999 
## 8442                                                  Masterâ\200\231s   1000-9,999 
## 8443                                                  Masterâ\200\231s   1000-9,999 
## 8444                                                  Masterâ\200\231s       50-249 
## 8445                                                Bachelorâ\200\231s   1000-9,999 
## 8446                                                  Masterâ\200\231s     > 10,000 
## 8447                                                Bachelorâ\200\231s       50-249 
## 8448                                                  Masterâ\200\231s     > 10,000 
## 8449                                                  Masterâ\200\231s   1000-9,999 
## 8450                                                  Masterâ\200\231s          <NA>
## 8451                                                Bachelorâ\200\231s         0-49 
## 8452                                                Bachelorâ\200\231s         0-49 
## 8453                                                  Masterâ\200\231s         0-49 
## 8454                                                Professional       50-249 
## 8455                         No formal education past high school    > 10,000 
## 8456                                                Bachelorâ\200\231s          <NA>
## 8457                                                  Masterâ\200\231s          <NA>
## 8458 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 8459                                                  Masterâ\200\231s          <NA>
## 8460                                                Bachelorâ\200\231s     > 10,000 
## 8461                                                Professional          <NA>
## 8462                                                  Masterâ\200\231s      250-999 
## 8463                                                  Masterâ\200\231s     > 10,000 
## 8464                                                    Doctoral     > 10,000 
## 8465                                                    Doctoral   1000-9,999 
## 8466                                                  Masterâ\200\231s     > 10,000 
## 8467                                                Bachelorâ\200\231s          <NA>
## 8468                                                  Masterâ\200\231s   1000-9,999 
## 8469 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8470                                                  Masterâ\200\231s     > 10,000 
## 8471                                                  Masterâ\200\231s      250-999 
## 8472                                                  Masterâ\200\231s       50-249 
## 8473                                                    Doctoral      250-999 
## 8474                                                  Masterâ\200\231s          <NA>
## 8475                                                  Masterâ\200\231s         0-49 
## 8476                                                Bachelorâ\200\231s       50-249 
## 8477                                                Bachelorâ\200\231s     > 10,000 
## 8478                                                Bachelorâ\200\231s         0-49 
## 8479                                                Bachelorâ\200\231s     > 10,000 
## 8480                                                  Masterâ\200\231s         0-49 
## 8481                                                  Masterâ\200\231s     > 10,000 
## 8482                                                Bachelorâ\200\231s         0-49 
## 8483                                                Bachelorâ\200\231s   1000-9,999 
## 8484                                                Bachelorâ\200\231s   1000-9,999 
## 8485                                                Bachelorâ\200\231s       50-249 
## 8486                                                Bachelorâ\200\231s   1000-9,999 
## 8487                                                Bachelorâ\200\231s          <NA>
## 8488                                                  Masterâ\200\231s         0-49 
## 8489                                                  Masterâ\200\231s       50-249 
## 8490                         No formal education past high school         <NA>
## 8491                                                Bachelorâ\200\231s         0-49 
## 8492                                                  Masterâ\200\231s          <NA>
## 8493                                                  Masterâ\200\231s   1000-9,999 
## 8494                                                  Masterâ\200\231s     > 10,000 
## 8495                                                  Masterâ\200\231s      250-999 
## 8496                                                  Masterâ\200\231s          <NA>
## 8497                                                  Masterâ\200\231s     > 10,000 
## 8498                                                Professional         0-49 
## 8499                                                  Masterâ\200\231s     > 10,000 
## 8500                                                  Masterâ\200\231s      250-999 
## 8501                                                  Masterâ\200\231s       50-249 
## 8502                                                    Doctoral     > 10,000 
## 8503                                                    Doctoral          <NA>
## 8504                                                Bachelorâ\200\231s     > 10,000 
## 8505 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8506                                                  Masterâ\200\231s       50-249 
## 8507                                                    Doctoral         0-49 
## 8508                                                Bachelorâ\200\231s          <NA>
## 8509                                                    Doctoral         0-49 
## 8510                                                    Doctoral         0-49 
## 8511                                                  Masterâ\200\231s   1000-9,999 
## 8512                                                    Doctoral          <NA>
## 8513 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 8514                                                Bachelorâ\200\231s         0-49 
## 8515                                       I prefer not to answer        0-49 
## 8516                                                Bachelorâ\200\231s         0-49 
## 8517                                                Bachelorâ\200\231s         0-49 
## 8518                                                  Masterâ\200\231s     > 10,000 
## 8519                                                  Masterâ\200\231s          <NA>
## 8520                                                  Masterâ\200\231s     > 10,000 
## 8521                                                Bachelorâ\200\231s          <NA>
## 8522                                                Bachelorâ\200\231s         0-49 
## 8523                                                    Doctoral         0-49 
## 8524 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8525                                                  Masterâ\200\231s      250-999 
## 8526                                                Bachelorâ\200\231s          <NA>
## 8527                                                Bachelorâ\200\231s   1000-9,999 
## 8528 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8529                                                Bachelorâ\200\231s          <NA>
## 8530                                                  Masterâ\200\231s     > 10,000 
## 8531 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8532                                                    Doctoral      250-999 
## 8533                                                  Masterâ\200\231s         0-49 
## 8534                                                Bachelorâ\200\231s         0-49 
## 8535                                                  Masterâ\200\231s         0-49 
## 8536                                                  Masterâ\200\231s     > 10,000 
## 8537                                                  Masterâ\200\231s         0-49 
## 8538                                                  Masterâ\200\231s          <NA>
## 8539                                                Bachelorâ\200\231s          <NA>
## 8540                                                    Doctoral   1000-9,999 
## 8541                                                  Masterâ\200\231s         0-49 
## 8542                                                    Doctoral      250-999 
## 8543                                                Bachelorâ\200\231s          <NA>
## 8544                                                Bachelorâ\200\231s          <NA>
## 8545                                                    Doctoral         0-49 
## 8546                                                    Doctoral   1000-9,999 
## 8547                                                Bachelorâ\200\231s          <NA>
## 8548                                                  Masterâ\200\231s       50-249 
## 8549                                                Bachelorâ\200\231s         0-49 
## 8550                                                Bachelorâ\200\231s          <NA>
## 8551                                                  Masterâ\200\231s         0-49 
## 8552                                       I prefer not to answer        0-49 
## 8553                                                  Masterâ\200\231s         0-49 
## 8554                                                  Masterâ\200\231s   1000-9,999 
## 8555                                                Bachelorâ\200\231s         0-49 
## 8556                                                  Masterâ\200\231s          <NA>
## 8557                                                Bachelorâ\200\231s   1000-9,999 
## 8558                                                Bachelorâ\200\231s          <NA>
## 8559                                                  Masterâ\200\231s          <NA>
## 8560                                                  Masterâ\200\231s      250-999 
## 8561                                                  Masterâ\200\231s         0-49 
## 8562                                                  Masterâ\200\231s       50-249 
## 8563                                                  Masterâ\200\231s     > 10,000 
## 8564                                                    Doctoral       50-249 
## 8565                                                    Doctoral          <NA>
## 8566                                                  Masterâ\200\231s      250-999 
## 8567                                                    Doctoral   1000-9,999 
## 8568                                                    Doctoral          <NA>
## 8569                                                  Masterâ\200\231s   1000-9,999 
## 8570                                                  Masterâ\200\231s      250-999 
## 8571                                                  Masterâ\200\231s          <NA>
## 8572                                                  Masterâ\200\231s          <NA>
## 8573                                                  Masterâ\200\231s         0-49 
## 8574 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 8575                                                  Masterâ\200\231s     > 10,000 
## 8576                                                  Masterâ\200\231s   1000-9,999 
## 8577                                                Bachelorâ\200\231s         0-49 
## 8578                                                Bachelorâ\200\231s     > 10,000 
## 8579                                                Bachelorâ\200\231s          <NA>
## 8580                                                  Masterâ\200\231s   1000-9,999 
## 8581 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8582                                                    Doctoral   1000-9,999 
## 8583                                                    Doctoral      250-999 
## 8584                                                  Masterâ\200\231s         0-49 
## 8585 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 8586                                                  Masterâ\200\231s          <NA>
## 8587                                                  Masterâ\200\231s         0-49 
## 8588                                                  Masterâ\200\231s         0-49 
## 8589                                                  Masterâ\200\231s       50-249 
## 8590                                                  Masterâ\200\231s       50-249 
## 8591                                                  Masterâ\200\231s          <NA>
## 8592                                                    Doctoral   1000-9,999 
## 8593                                                  Masterâ\200\231s         0-49 
## 8594                                                  Masterâ\200\231s   1000-9,999 
## 8595                                                  Masterâ\200\231s          <NA>
## 8596                                                Bachelorâ\200\231s         0-49 
## 8597                                                    Doctoral     > 10,000 
## 8598                                                  Masterâ\200\231s   1000-9,999 
## 8599                                                  Masterâ\200\231s         0-49 
## 8600                                                  Masterâ\200\231s     > 10,000 
## 8601                                                    Doctoral          <NA>
## 8602                                                  Masterâ\200\231s         0-49 
## 8603                                                  Masterâ\200\231s     > 10,000 
## 8604                                                  Masterâ\200\231s         0-49 
## 8605                                                Professional         0-49 
## 8606 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8607                                                  Masterâ\200\231s       50-249 
## 8608                                                  Masterâ\200\231s     > 10,000 
## 8609                                                  Masterâ\200\231s         0-49 
## 8610                                                  Masterâ\200\231s   1000-9,999 
## 8611                                                  Masterâ\200\231s     > 10,000 
## 8612                                                  Masterâ\200\231s       50-249 
## 8613                                                  Masterâ\200\231s   1000-9,999 
## 8614                                                    Doctoral     > 10,000 
## 8615                                                    Doctoral   1000-9,999 
## 8616                                                  Masterâ\200\231s     > 10,000 
## 8617                                                Bachelorâ\200\231s     > 10,000 
## 8618                                                Bachelorâ\200\231s      250-999 
## 8619                                                Bachelorâ\200\231s       50-249 
## 8620                                                  Masterâ\200\231s          <NA>
## 8621                                                Bachelorâ\200\231s         0-49 
## 8622                                                  Masterâ\200\231s   1000-9,999 
## 8623                                                Bachelorâ\200\231s   1000-9,999 
## 8624                                                  Masterâ\200\231s   1000-9,999 
## 8625                                                  Masterâ\200\231s     > 10,000 
## 8626                                                  Masterâ\200\231s          <NA>
## 8627                                                  Masterâ\200\231s         0-49 
## 8628                                                    Doctoral       50-249 
## 8629                                                  Masterâ\200\231s       50-249 
## 8630                                                Bachelorâ\200\231s          <NA>
## 8631                                                  Masterâ\200\231s      250-999 
## 8632                                                  Masterâ\200\231s     > 10,000 
## 8633                                                  Masterâ\200\231s   1000-9,999 
## 8634                                                  Masterâ\200\231s     > 10,000 
## 8635                                                Bachelorâ\200\231s   1000-9,999 
## 8636                                                Bachelorâ\200\231s          <NA>
## 8637                                                Bachelorâ\200\231s   1000-9,999 
## 8638                                                  Masterâ\200\231s     > 10,000 
## 8639                                                  Masterâ\200\231s          <NA>
## 8640                                                  Masterâ\200\231s     > 10,000 
## 8641                                                  Masterâ\200\231s   1000-9,999 
## 8642                                                Bachelorâ\200\231s          <NA>
## 8643                                                    Doctoral         0-49 
## 8644                                                Bachelorâ\200\231s     > 10,000 
## 8645                                                Bachelorâ\200\231s     > 10,000 
## 8646                                                Bachelorâ\200\231s     > 10,000 
## 8647                                                Bachelorâ\200\231s         0-49 
## 8648                                                  Masterâ\200\231s     > 10,000 
## 8649                                                Professional         0-49 
## 8650                                                  Masterâ\200\231s          <NA>
## 8651                                                Bachelorâ\200\231s         0-49 
## 8652                                                Bachelorâ\200\231s          <NA>
## 8653 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8654                                                    Doctoral      250-999 
## 8655                                                  Masterâ\200\231s          <NA>
## 8656                                                    Doctoral      250-999 
## 8657                                                Bachelorâ\200\231s       50-249 
## 8658                                                Bachelorâ\200\231s     > 10,000 
## 8659                                                  Masterâ\200\231s         0-49 
## 8660                                                  Masterâ\200\231s         0-49 
## 8661                                                    Doctoral     > 10,000 
## 8662 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8663                                                  Masterâ\200\231s          <NA>
## 8664                                                    Doctoral   1000-9,999 
## 8665                                                  Masterâ\200\231s   1000-9,999 
## 8666                                                Bachelorâ\200\231s          <NA>
## 8667                                                    Doctoral         0-49 
## 8668                         No formal education past high school        0-49 
## 8669                                                  Masterâ\200\231s          <NA>
## 8670                                                Bachelorâ\200\231s         0-49 
## 8671 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8672                                                  Masterâ\200\231s         0-49 
## 8673                                                  Masterâ\200\231s     > 10,000 
## 8674                                                  Masterâ\200\231s   1000-9,999 
## 8675                                                    Doctoral         0-49 
## 8676                                                    Doctoral          <NA>
## 8677                                                Bachelorâ\200\231s          <NA>
## 8678                         No formal education past high school    > 10,000 
## 8679                                                  Masterâ\200\231s       50-249 
## 8680                                                Bachelorâ\200\231s          <NA>
## 8681                                                Bachelorâ\200\231s         0-49 
## 8682                                                  Masterâ\200\231s   1000-9,999 
## 8683                                                Bachelorâ\200\231s         0-49 
## 8684                                                  Masterâ\200\231s          <NA>
## 8685                                                  Masterâ\200\231s   1000-9,999 
## 8686                                                  Masterâ\200\231s         0-49 
## 8687                                                  Masterâ\200\231s       50-249 
## 8688                                                    Doctoral         0-49 
## 8689                                                  Masterâ\200\231s       50-249 
## 8690                                                  Masterâ\200\231s       50-249 
## 8691                                                  Masterâ\200\231s       50-249 
## 8692                                                  Masterâ\200\231s   1000-9,999 
## 8693                                                Bachelorâ\200\231s      250-999 
## 8694                                                  Masterâ\200\231s         0-49 
## 8695 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8696                                                  Masterâ\200\231s   1000-9,999 
## 8697                                                  Masterâ\200\231s       50-249 
## 8698                                       I prefer not to answer      50-249 
## 8699                                                Bachelorâ\200\231s   1000-9,999 
## 8700                         No formal education past high school         <NA>
## 8701                                                    Doctoral         0-49 
## 8702                                                  Masterâ\200\231s         0-49 
## 8703                                                  Masterâ\200\231s       50-249 
## 8704                                                Bachelorâ\200\231s       50-249 
## 8705                                                  Masterâ\200\231s       50-249 
## 8706                                                    Doctoral         0-49 
## 8707                                                  Masterâ\200\231s     > 10,000 
## 8708 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 8709                                                  Masterâ\200\231s   1000-9,999 
## 8710                                                Professional         0-49 
## 8711                                                Bachelorâ\200\231s          <NA>
## 8712                                                  Masterâ\200\231s          <NA>
## 8713                                                  Masterâ\200\231s   1000-9,999 
## 8714                                                Professional       50-249 
## 8715                                                    Doctoral         0-49 
## 8716                                                Bachelorâ\200\231s          <NA>
## 8717                                                Bachelorâ\200\231s         0-49 
## 8718                                                  Masterâ\200\231s         0-49 
## 8719                                                    Doctoral      250-999 
## 8720                                                  Masterâ\200\231s         0-49 
## 8721                                                  Masterâ\200\231s          <NA>
## 8722                                                  Masterâ\200\231s   1000-9,999 
## 8723                                                    Doctoral      250-999 
## 8724 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 8725                                                  Masterâ\200\231s          <NA>
## 8726                         No formal education past high school        0-49 
## 8727                                                Bachelorâ\200\231s         0-49 
## 8728                                                Bachelorâ\200\231s   1000-9,999 
## 8729                                                  Masterâ\200\231s          <NA>
## 8730                                                Bachelorâ\200\231s      250-999 
## 8731                                                Bachelorâ\200\231s       50-249 
## 8732 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 8733                                                Bachelorâ\200\231s     > 10,000 
## 8734                                                    Doctoral          <NA>
## 8735                                                  Masterâ\200\231s     > 10,000 
## 8736                                                Bachelorâ\200\231s          <NA>
## 8737                                                Bachelorâ\200\231s   1000-9,999 
## 8738 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 8739                                                    Doctoral       50-249 
## 8740                                                  Masterâ\200\231s         0-49 
## 8741                                                  Masterâ\200\231s         0-49 
## 8742                                                Bachelorâ\200\231s   1000-9,999 
## 8743                                                Bachelorâ\200\231s          <NA>
## 8744                                                  Masterâ\200\231s      250-999 
## 8745                                                  Masterâ\200\231s          <NA>
## 8746                                                  Masterâ\200\231s          <NA>
## 8747                                                Bachelorâ\200\231s       50-249 
## 8748                                                Bachelorâ\200\231s         0-49 
## 8749                                                  Masterâ\200\231s   1000-9,999 
## 8750                                                Bachelorâ\200\231s     > 10,000 
## 8751                                                Bachelorâ\200\231s         0-49 
## 8752 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8753                                                  Masterâ\200\231s      250-999 
## 8754                                                    Doctoral   1000-9,999 
## 8755                                                Professional       50-249 
## 8756                                                Bachelorâ\200\231s          <NA>
## 8757                                       I prefer not to answer      50-249 
## 8758                                                  Masterâ\200\231s     > 10,000 
## 8759                                                Bachelorâ\200\231s     > 10,000 
## 8760                                                Bachelorâ\200\231s          <NA>
## 8761                                                Bachelorâ\200\231s       50-249 
## 8762                                                Bachelorâ\200\231s       50-249 
## 8763                                                    Doctoral       50-249 
## 8764                                                  Masterâ\200\231s      250-999 
## 8765                                                  Masterâ\200\231s     > 10,000 
## 8766                                                Bachelorâ\200\231s   1000-9,999 
## 8767                                                    Doctoral   1000-9,999 
## 8768                                                  Masterâ\200\231s         0-49 
## 8769                                                Bachelorâ\200\231s     > 10,000 
## 8770 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8771                                                  Masterâ\200\231s   1000-9,999 
## 8772                                                  Masterâ\200\231s     > 10,000 
## 8773                                                  Masterâ\200\231s   1000-9,999 
## 8774                                                Bachelorâ\200\231s          <NA>
## 8775                                                    Doctoral   1000-9,999 
## 8776                                                  Masterâ\200\231s      250-999 
## 8777                                                Bachelorâ\200\231s          <NA>
## 8778                                                    Doctoral     > 10,000 
## 8779                                                  Masterâ\200\231s     > 10,000 
## 8780                                                Bachelorâ\200\231s          <NA>
## 8781                                                    Doctoral      250-999 
## 8782                                                  Masterâ\200\231s          <NA>
## 8783                                                  Masterâ\200\231s          <NA>
## 8784                                                  Masterâ\200\231s         0-49 
## 8785                                                    Doctoral   1000-9,999 
## 8786                                                    Doctoral   1000-9,999 
## 8787                                                  Masterâ\200\231s         0-49 
## 8788                                                Professional   1000-9,999 
## 8789                                                  Masterâ\200\231s     > 10,000 
## 8790                                                Bachelorâ\200\231s       50-249 
## 8791                                                  Masterâ\200\231s       50-249 
## 8792                                                Bachelorâ\200\231s     > 10,000 
## 8793                                                Bachelorâ\200\231s       50-249 
## 8794                                                    Doctoral       50-249 
## 8795                                                  Masterâ\200\231s       50-249 
## 8796                                                Bachelorâ\200\231s          <NA>
## 8797                                                  Masterâ\200\231s       50-249 
## 8798                                                Professional       50-249 
## 8799                                                Bachelorâ\200\231s          <NA>
## 8800                                                  Masterâ\200\231s      250-999 
## 8801                                                  Masterâ\200\231s   1000-9,999 
## 8802                                                    Doctoral   1000-9,999 
## 8803                                                Bachelorâ\200\231s         0-49 
## 8804                                                    Doctoral     > 10,000 
## 8805                                       I prefer not to answer  1000-9,999 
## 8806                                                  Masterâ\200\231s         0-49 
## 8807                                                Bachelorâ\200\231s         0-49 
## 8808                                                Bachelorâ\200\231s   1000-9,999 
## 8809                                                Bachelorâ\200\231s          <NA>
## 8810                                                  Masterâ\200\231s          <NA>
## 8811                                                    Doctoral          <NA>
## 8812                         No formal education past high school        0-49 
## 8813                                                    Doctoral   1000-9,999 
## 8814                                                Bachelorâ\200\231s   1000-9,999 
## 8815                                                Bachelorâ\200\231s          <NA>
## 8816                                                Professional     > 10,000 
## 8817                                                Bachelorâ\200\231s         0-49 
## 8818                                                Professional         0-49 
## 8819                                                  Masterâ\200\231s         0-49 
## 8820                                                Bachelorâ\200\231s         0-49 
## 8821                                                  Masterâ\200\231s          <NA>
## 8822                                                  Masterâ\200\231s       50-249 
## 8823 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8824                                                Bachelorâ\200\231s       50-249 
## 8825                                                Bachelorâ\200\231s   1000-9,999 
## 8826                                                Professional         0-49 
## 8827                                                    Doctoral         0-49 
## 8828                                       I prefer not to answer         <NA>
## 8829                                                Bachelorâ\200\231s          <NA>
## 8830                                                  Masterâ\200\231s     > 10,000 
## 8831                                                    Doctoral     > 10,000 
## 8832                                                  Masterâ\200\231s       50-249 
## 8833                                                  Masterâ\200\231s   1000-9,999 
## 8834 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 8835                                                Bachelorâ\200\231s          <NA>
## 8836                                                Bachelorâ\200\231s      250-999 
## 8837                                                  Masterâ\200\231s     > 10,000 
## 8838 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 8839                                                  Masterâ\200\231s   1000-9,999 
## 8840                                                    Doctoral     > 10,000 
## 8841                                                  Masterâ\200\231s   1000-9,999 
## 8842                                                  Masterâ\200\231s     > 10,000 
## 8843                                                Bachelorâ\200\231s          <NA>
## 8844                                                Bachelorâ\200\231s   1000-9,999 
## 8845                                                  Masterâ\200\231s         0-49 
## 8846                                                  Masterâ\200\231s     > 10,000 
## 8847                                                    Doctoral     > 10,000 
## 8848                                                Bachelorâ\200\231s     > 10,000 
## 8849                                                Bachelorâ\200\231s          <NA>
## 8850                                                Bachelorâ\200\231s          <NA>
## 8851                                                  Masterâ\200\231s         0-49 
## 8852                         No formal education past high school         <NA>
## 8853                                                  Masterâ\200\231s     > 10,000 
## 8854                                                  Masterâ\200\231s   1000-9,999 
## 8855                                                  Masterâ\200\231s       50-249 
## 8856                                                    Doctoral   1000-9,999 
## 8857                                                Bachelorâ\200\231s   1000-9,999 
## 8858                                       I prefer not to answer        0-49 
## 8859                                                Bachelorâ\200\231s          <NA>
## 8860                                                  Masterâ\200\231s          <NA>
## 8861                                                    Doctoral         0-49 
## 8862                                                  Masterâ\200\231s      250-999 
## 8863                                       I prefer not to answer     250-999 
## 8864                                                  Masterâ\200\231s          <NA>
## 8865 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8866                                       I prefer not to answer     250-999 
## 8867                                                  Masterâ\200\231s   1000-9,999 
## 8868                                                Bachelorâ\200\231s   1000-9,999 
## 8869                                                    Doctoral     > 10,000 
## 8870                                                    Doctoral     > 10,000 
## 8871                                                    Doctoral   1000-9,999 
## 8872                                                  Masterâ\200\231s          <NA>
## 8873                                                  Masterâ\200\231s   1000-9,999 
## 8874                                                    Doctoral         0-49 
## 8875                                                    Doctoral          <NA>
## 8876                                                Bachelorâ\200\231s         0-49 
## 8877                                                  Masterâ\200\231s     > 10,000 
## 8878                                                  Masterâ\200\231s         0-49 
## 8879                                                    Doctoral       50-249 
## 8880                                                Bachelorâ\200\231s     > 10,000 
## 8881                                                  Masterâ\200\231s      250-999 
## 8882                                                Bachelorâ\200\231s     > 10,000 
## 8883                                                  Masterâ\200\231s      250-999 
## 8884                                                Bachelorâ\200\231s         0-49 
## 8885                                                Professional   1000-9,999 
## 8886                                                  Masterâ\200\231s          <NA>
## 8887                                                  Masterâ\200\231s     > 10,000 
## 8888                                                  Masterâ\200\231s       50-249 
## 8889                                                Bachelorâ\200\231s     > 10,000 
## 8890                                                Bachelorâ\200\231s   1000-9,999 
## 8891                                                Professional      250-999 
## 8892                                                  Masterâ\200\231s         0-49 
## 8893                                                Bachelorâ\200\231s     > 10,000 
## 8894                                                  Masterâ\200\231s     > 10,000 
## 8895                                                  Masterâ\200\231s     > 10,000 
## 8896                                                Bachelorâ\200\231s          <NA>
## 8897                                                Bachelorâ\200\231s          <NA>
## 8898                                                Bachelorâ\200\231s      250-999 
## 8899                                                  Masterâ\200\231s   1000-9,999 
## 8900                         No formal education past high school         <NA>
## 8901                                                  Masterâ\200\231s         0-49 
## 8902                                                  Masterâ\200\231s          <NA>
## 8903                                                    Doctoral         0-49 
## 8904                                                Bachelorâ\200\231s          <NA>
## 8905                                                  Masterâ\200\231s       50-249 
## 8906                                                  Masterâ\200\231s       50-249 
## 8907                                                Bachelorâ\200\231s          <NA>
## 8908                                                  Masterâ\200\231s       50-249 
## 8909                                                  Masterâ\200\231s          <NA>
## 8910                                                  Masterâ\200\231s          <NA>
## 8911                                                Bachelorâ\200\231s   1000-9,999 
## 8912                                                    Doctoral   1000-9,999 
## 8913                                                Bachelorâ\200\231s          <NA>
## 8914                                                Bachelorâ\200\231s         0-49 
## 8915                                                Bachelorâ\200\231s       50-249 
## 8916                                                Bachelorâ\200\231s          <NA>
## 8917                                                Bachelorâ\200\231s          <NA>
## 8918                                                  Masterâ\200\231s   1000-9,999 
## 8919                                                  Masterâ\200\231s         0-49 
## 8920                                                  Masterâ\200\231s         0-49 
## 8921                                                  Masterâ\200\231s         0-49 
## 8922                                                  Masterâ\200\231s     > 10,000 
## 8923                                                  Masterâ\200\231s   1000-9,999 
## 8924                                                    Doctoral   1000-9,999 
## 8925                                                  Masterâ\200\231s          <NA>
## 8926                                                Bachelorâ\200\231s   1000-9,999 
## 8927 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 8928                                                Bachelorâ\200\231s      250-999 
## 8929                                                Bachelorâ\200\231s     > 10,000 
## 8930                                                  Masterâ\200\231s       50-249 
## 8931                                                  Masterâ\200\231s         0-49 
## 8932                                                  Masterâ\200\231s     > 10,000 
## 8933                                                  Masterâ\200\231s   1000-9,999 
## 8934                                                Bachelorâ\200\231s         0-49 
## 8935                                                Professional      250-999 
## 8936                                                Bachelorâ\200\231s     > 10,000 
## 8937                                                Bachelorâ\200\231s          <NA>
## 8938                                                  Masterâ\200\231s         0-49 
## 8939                                                Bachelorâ\200\231s       50-249 
## 8940                                                Professional   1000-9,999 
## 8941                                                  Masterâ\200\231s     > 10,000 
## 8942                                                  Masterâ\200\231s         0-49 
## 8943                                                Bachelorâ\200\231s       50-249 
## 8944                                                Bachelorâ\200\231s       50-249 
## 8945                                                  Masterâ\200\231s      250-999 
## 8946                                                  Masterâ\200\231s   1000-9,999 
## 8947                                                  Masterâ\200\231s   1000-9,999 
## 8948                                                Bachelorâ\200\231s          <NA>
## 8949                                                    Doctoral         0-49 
## 8950                                                Bachelorâ\200\231s          <NA>
## 8951                                                  Masterâ\200\231s          <NA>
## 8952                                                Bachelorâ\200\231s     > 10,000 
## 8953                                                    Doctoral     > 10,000 
## 8954                                                  Masterâ\200\231s       50-249 
## 8955                                                  Masterâ\200\231s     > 10,000 
## 8956                                                Bachelorâ\200\231s      250-999 
## 8957 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 8958                                                Bachelorâ\200\231s     > 10,000 
## 8959                                                  Masterâ\200\231s   1000-9,999 
## 8960                                                Bachelorâ\200\231s     > 10,000 
## 8961                                                Bachelorâ\200\231s       50-249 
## 8962                                                  Masterâ\200\231s         0-49 
## 8963                                                    Doctoral         0-49 
## 8964                                                Bachelorâ\200\231s         0-49 
## 8965                                                Bachelorâ\200\231s          <NA>
## 8966                                                Bachelorâ\200\231s   1000-9,999 
## 8967                                                Bachelorâ\200\231s     > 10,000 
## 8968                                                Bachelorâ\200\231s          <NA>
## 8969                         No formal education past high school      50-249 
## 8970                                                  Masterâ\200\231s       50-249 
## 8971                                                  Masterâ\200\231s         0-49 
## 8972                                                  Masterâ\200\231s          <NA>
## 8973                                                Bachelorâ\200\231s         0-49 
## 8974                                                    Doctoral     > 10,000 
## 8975                                                Bachelorâ\200\231s          <NA>
## 8976                                                  Masterâ\200\231s       50-249 
## 8977                                                Bachelorâ\200\231s   1000-9,999 
## 8978                                                    Doctoral     > 10,000 
## 8979                                                  Masterâ\200\231s          <NA>
## 8980                                                  Masterâ\200\231s   1000-9,999 
## 8981                                                Bachelorâ\200\231s       50-249 
## 8982                                                Bachelorâ\200\231s   1000-9,999 
## 8983                                                  Masterâ\200\231s     > 10,000 
## 8984                                                    Doctoral         0-49 
## 8985                                                Bachelorâ\200\231s   1000-9,999 
## 8986                                                  Masterâ\200\231s         0-49 
## 8987                                                  Masterâ\200\231s       50-249 
## 8988                                                    Doctoral   1000-9,999 
## 8989                                                Professional          <NA>
## 8990                                                  Masterâ\200\231s         0-49 
## 8991                                                Bachelorâ\200\231s          <NA>
## 8992                                                  Masterâ\200\231s         0-49 
## 8993                                                Bachelorâ\200\231s         0-49 
## 8994                                                  Masterâ\200\231s      250-999 
## 8995                         No formal education past high school         <NA>
## 8996                                                  Masterâ\200\231s          <NA>
## 8997                                                Bachelorâ\200\231s     > 10,000 
## 8998 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8999                                                  Masterâ\200\231s   1000-9,999 
## 9000                                                    Doctoral         0-49 
## 9001                                                Bachelorâ\200\231s          <NA>
## 9002                                                  Masterâ\200\231s       50-249 
## 9003                                                  Masterâ\200\231s     > 10,000 
## 9004 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9005                                                  Masterâ\200\231s          <NA>
## 9006                                                Bachelorâ\200\231s          <NA>
## 9007                                                  Masterâ\200\231s       50-249 
## 9008                                                Bachelorâ\200\231s      250-999 
## 9009                                                  Masterâ\200\231s          <NA>
## 9010                                                  Masterâ\200\231s   1000-9,999 
## 9011                                                  Masterâ\200\231s          <NA>
## 9012                                                    Doctoral   1000-9,999 
## 9013                                                  Masterâ\200\231s          <NA>
## 9014                         No formal education past high school        0-49 
## 9015                                                  Masterâ\200\231s         0-49 
## 9016                                                  Masterâ\200\231s          <NA>
## 9017                                                Bachelorâ\200\231s       50-249 
## 9018                                                  Masterâ\200\231s         0-49 
## 9019                                                Bachelorâ\200\231s          <NA>
## 9020                                                    Doctoral         0-49 
## 9021                                                    Doctoral          <NA>
## 9022                                                  Masterâ\200\231s     > 10,000 
## 9023                                                Bachelorâ\200\231s   1000-9,999 
## 9024                                                  Masterâ\200\231s          <NA>
## 9025                                                  Masterâ\200\231s     > 10,000 
## 9026                                                  Masterâ\200\231s         0-49 
## 9027                                                Professional         0-49 
## 9028                                                  Masterâ\200\231s   1000-9,999 
## 9029                                                Bachelorâ\200\231s     > 10,000 
## 9030                                                Bachelorâ\200\231s          <NA>
## 9031                                                  Masterâ\200\231s      250-999 
## 9032                                                    Doctoral          <NA>
## 9033                                                Bachelorâ\200\231s     > 10,000 
## 9034                                                  Masterâ\200\231s   1000-9,999 
## 9035                                                  Masterâ\200\231s          <NA>
## 9036                                                  Masterâ\200\231s         0-49 
## 9037                                                  Masterâ\200\231s   1000-9,999 
## 9038                                                Bachelorâ\200\231s     > 10,000 
## 9039                                                  Masterâ\200\231s   1000-9,999 
## 9040                                                  Masterâ\200\231s          <NA>
## 9041                                                Bachelorâ\200\231s     > 10,000 
## 9042                                                  Masterâ\200\231s          <NA>
## 9043                                                  Masterâ\200\231s   1000-9,999 
## 9044                                                  Masterâ\200\231s     > 10,000 
## 9045                                                  Masterâ\200\231s       50-249 
## 9046                                                  Masterâ\200\231s          <NA>
## 9047                                                  Masterâ\200\231s     > 10,000 
## 9048                                                  Masterâ\200\231s          <NA>
## 9049                                                  Masterâ\200\231s      250-999 
## 9050                                                  Masterâ\200\231s          <NA>
## 9051                                                  Masterâ\200\231s       50-249 
## 9052                                                  Masterâ\200\231s     > 10,000 
## 9053                                                Bachelorâ\200\231s          <NA>
## 9054                                                  Masterâ\200\231s          <NA>
## 9055                                                    Doctoral       50-249 
## 9056                                                    Doctoral         0-49 
## 9057                                                Bachelorâ\200\231s          <NA>
## 9058                         No formal education past high school        0-49 
## 9059                                                  Masterâ\200\231s   1000-9,999 
## 9060                                                  Masterâ\200\231s          <NA>
## 9061                                                  Masterâ\200\231s   1000-9,999 
## 9062                                                  Masterâ\200\231s       50-249 
## 9063                                                  Masterâ\200\231s         0-49 
## 9064                                                  Masterâ\200\231s         0-49 
## 9065                                                Bachelorâ\200\231s         0-49 
## 9066                                                    Doctoral          <NA>
## 9067                                                    Doctoral       50-249 
## 9068                                                  Masterâ\200\231s       50-249 
## 9069                                                    Doctoral          <NA>
## 9070                                                Bachelorâ\200\231s         0-49 
## 9071                                                  Masterâ\200\231s          <NA>
## 9072                                                    Doctoral       50-249 
## 9073                                                Bachelorâ\200\231s     > 10,000 
## 9074                                                  Masterâ\200\231s      250-999 
## 9075                                                Bachelorâ\200\231s       50-249 
## 9076                                                Bachelorâ\200\231s   1000-9,999 
## 9077                                                Bachelorâ\200\231s     > 10,000 
## 9078                                                    Doctoral      250-999 
## 9079                                                  Masterâ\200\231s          <NA>
## 9080                                                  Masterâ\200\231s         0-49 
## 9081                                                Bachelorâ\200\231s   1000-9,999 
## 9082                                                  Masterâ\200\231s          <NA>
## 9083                                                  Masterâ\200\231s          <NA>
## 9084                                                  Masterâ\200\231s       50-249 
## 9085                                                Professional       50-249 
## 9086                                                  Masterâ\200\231s         0-49 
## 9087                                                  Masterâ\200\231s   1000-9,999 
## 9088                                                Bachelorâ\200\231s          <NA>
## 9089                                                  Masterâ\200\231s          <NA>
## 9090                                                  Masterâ\200\231s       50-249 
## 9091                                                Bachelorâ\200\231s          <NA>
## 9092                                                  Masterâ\200\231s          <NA>
## 9093                                                Bachelorâ\200\231s          <NA>
## 9094                                                  Masterâ\200\231s         0-49 
## 9095                                                  Masterâ\200\231s         0-49 
## 9096                                                Bachelorâ\200\231s          <NA>
## 9097                                                  Masterâ\200\231s   1000-9,999 
## 9098                                                Bachelorâ\200\231s          <NA>
## 9099                                                Bachelorâ\200\231s         0-49 
## 9100                                                Bachelorâ\200\231s          <NA>
## 9101                                                Bachelorâ\200\231s          <NA>
## 9102                                                Professional   1000-9,999 
## 9103                                                Bachelorâ\200\231s     > 10,000 
## 9104                                                Bachelorâ\200\231s          <NA>
## 9105                                                    Doctoral          <NA>
## 9106                                                  Masterâ\200\231s     > 10,000 
## 9107                                                  Masterâ\200\231s         0-49 
## 9108 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9109                                                  Masterâ\200\231s          <NA>
## 9110                                                  Masterâ\200\231s         0-49 
## 9111                                                Bachelorâ\200\231s     > 10,000 
## 9112                                                  Masterâ\200\231s     > 10,000 
## 9113                                                Bachelorâ\200\231s   1000-9,999 
## 9114                                                Bachelorâ\200\231s     > 10,000 
## 9115                                                  Masterâ\200\231s         0-49 
## 9116                                                  Masterâ\200\231s          <NA>
## 9117                                                    Doctoral      250-999 
## 9118                                                Bachelorâ\200\231s          <NA>
## 9119                                                  Masterâ\200\231s   1000-9,999 
## 9120                                                  Masterâ\200\231s     > 10,000 
## 9121                                                Bachelorâ\200\231s   1000-9,999 
## 9122                                                  Masterâ\200\231s   1000-9,999 
## 9123                                                  Masterâ\200\231s          <NA>
## 9124                                                  Masterâ\200\231s       50-249 
## 9125                                                  Masterâ\200\231s     > 10,000 
## 9126                                                  Masterâ\200\231s          <NA>
## 9127                                                    Doctoral       50-249 
## 9128                                                  Masterâ\200\231s   1000-9,999 
## 9129                                                Bachelorâ\200\231s          <NA>
## 9130                                                Bachelorâ\200\231s          <NA>
## 9131                                                Bachelorâ\200\231s          <NA>
## 9132                                                  Masterâ\200\231s         0-49 
## 9133                                                    Doctoral     > 10,000 
## 9134                                                Bachelorâ\200\231s         0-49 
## 9135                                                Bachelorâ\200\231s   1000-9,999 
## 9136                                                  Masterâ\200\231s     > 10,000 
## 9137                                                Bachelorâ\200\231s          <NA>
## 9138                                                  Masterâ\200\231s         0-49 
## 9139                                                    Doctoral   1000-9,999 
## 9140                                                Bachelorâ\200\231s          <NA>
## 9141                                                Bachelorâ\200\231s         0-49 
## 9142                                       I prefer not to answer      50-249 
## 9143                                                    Doctoral      250-999 
## 9144                                                Bachelorâ\200\231s         0-49 
## 9145                                                    Doctoral      250-999 
## 9146                                                Bachelorâ\200\231s          <NA>
## 9147                                                  Masterâ\200\231s          <NA>
## 9148 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 9149                                                    Doctoral          <NA>
## 9150                                                  Masterâ\200\231s   1000-9,999 
## 9151                                                  Masterâ\200\231s          <NA>
## 9152                                                  Masterâ\200\231s       50-249 
## 9153                                                  Masterâ\200\231s         0-49 
## 9154                                                  Masterâ\200\231s       50-249 
## 9155                                                  Masterâ\200\231s         0-49 
## 9156                                                  Masterâ\200\231s          <NA>
## 9157                                                Bachelorâ\200\231s         0-49 
## 9158                                                Bachelorâ\200\231s     > 10,000 
## 9159                                                  Masterâ\200\231s      250-999 
## 9160                                                Bachelorâ\200\231s          <NA>
## 9161                                                  Masterâ\200\231s         0-49 
## 9162                                                  Masterâ\200\231s         0-49 
## 9163                                                Bachelorâ\200\231s          <NA>
## 9164                                                  Masterâ\200\231s     > 10,000 
## 9165                                                Bachelorâ\200\231s          <NA>
## 9166                                                Bachelorâ\200\231s      250-999 
## 9167                                                  Masterâ\200\231s   1000-9,999 
## 9168                                                  Masterâ\200\231s         0-49 
## 9169                                                  Masterâ\200\231s          <NA>
## 9170                                                Bachelorâ\200\231s          <NA>
## 9171                                                Bachelorâ\200\231s         0-49 
## 9172 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9173                                                Bachelorâ\200\231s          <NA>
## 9174                                                Professional       50-249 
## 9175                                                  Masterâ\200\231s       50-249 
## 9176                                                  Masterâ\200\231s          <NA>
## 9177                                                    Doctoral   1000-9,999 
## 9178                                                Bachelorâ\200\231s       50-249 
## 9179                                                Bachelorâ\200\231s     > 10,000 
## 9180                                                Bachelorâ\200\231s         0-49 
## 9181                                                Bachelorâ\200\231s      250-999 
## 9182                                                Bachelorâ\200\231s      250-999 
## 9183                                                Bachelorâ\200\231s          <NA>
## 9184                                                    Doctoral     > 10,000 
## 9185                                                  Masterâ\200\231s     > 10,000 
## 9186                                                  Masterâ\200\231s          <NA>
## 9187                                                Bachelorâ\200\231s         0-49 
## 9188                                                Bachelorâ\200\231s         0-49 
## 9189                                                Professional   1000-9,999 
## 9190                         No formal education past high school        0-49 
## 9191                                                Bachelorâ\200\231s     > 10,000 
## 9192                                                Bachelorâ\200\231s          <NA>
## 9193                                                Bachelorâ\200\231s          <NA>
## 9194 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9195                                                    Doctoral         0-49 
## 9196                                                Bachelorâ\200\231s          <NA>
## 9197                                                  Masterâ\200\231s          <NA>
## 9198                                                  Masterâ\200\231s          <NA>
## 9199                                                    Doctoral      250-999 
## 9200                                                  Masterâ\200\231s   1000-9,999 
## 9201                                                Bachelorâ\200\231s          <NA>
## 9202                                                  Masterâ\200\231s       50-249 
## 9203                                                    Doctoral       50-249 
## 9204                                                Bachelorâ\200\231s          <NA>
## 9205                                                Bachelorâ\200\231s          <NA>
## 9206                                                Bachelorâ\200\231s          <NA>
## 9207                                                  Masterâ\200\231s   1000-9,999 
## 9208                                                Bachelorâ\200\231s     > 10,000 
## 9209                                                Bachelorâ\200\231s   1000-9,999 
## 9210                                                    Doctoral     > 10,000 
## 9211                                                    Doctoral     > 10,000 
## 9212                                                  Masterâ\200\231s       50-249 
## 9213                                                Bachelorâ\200\231s       50-249 
## 9214                                                Bachelorâ\200\231s      250-999 
## 9215                                                Bachelorâ\200\231s          <NA>
## 9216                                                    Doctoral         0-49 
## 9217                                                Bachelorâ\200\231s         0-49 
## 9218                                                  Masterâ\200\231s          <NA>
## 9219                                                Bachelorâ\200\231s          <NA>
## 9220                                                Bachelorâ\200\231s     > 10,000 
## 9221                                                Bachelorâ\200\231s         0-49 
## 9222                                                Bachelorâ\200\231s   1000-9,999 
## 9223                                                  Masterâ\200\231s          <NA>
## 9224                                                  Masterâ\200\231s          <NA>
## 9225                                                Bachelorâ\200\231s          <NA>
## 9226                                                Bachelorâ\200\231s          <NA>
## 9227                                                    Doctoral         0-49 
## 9228                                                Bachelorâ\200\231s          <NA>
## 9229                                                    Doctoral         0-49 
## 9230                                                  Masterâ\200\231s      250-999 
## 9231                                                  Masterâ\200\231s       50-249 
## 9232                                                    Doctoral     > 10,000 
## 9233                                                Bachelorâ\200\231s      250-999 
## 9234                                                  Masterâ\200\231s          <NA>
## 9235                                                    Doctoral         0-49 
## 9236                                                Bachelorâ\200\231s          <NA>
## 9237                                                Bachelorâ\200\231s     > 10,000 
## 9238                                                Bachelorâ\200\231s         0-49 
## 9239                                       I prefer not to answer        0-49 
## 9240                                                Bachelorâ\200\231s          <NA>
## 9241                         No formal education past high school        0-49 
## 9242                                                  Masterâ\200\231s     > 10,000 
## 9243                                                    Doctoral          <NA>
## 9244                                                Bachelorâ\200\231s          <NA>
## 9245                                                Bachelorâ\200\231s          <NA>
## 9246                                                Professional          <NA>
## 9247                                                Bachelorâ\200\231s       50-249 
## 9248                                                  Masterâ\200\231s         0-49 
## 9249                                                Bachelorâ\200\231s       50-249 
## 9250                                                  Masterâ\200\231s          <NA>
## 9251                                                  Masterâ\200\231s     > 10,000 
## 9252                                                  Masterâ\200\231s   1000-9,999 
## 9253                                                  Masterâ\200\231s     > 10,000 
## 9254 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9255                                                    Doctoral      250-999 
## 9256                                                  Masterâ\200\231s       50-249 
## 9257                                                  Masterâ\200\231s     > 10,000 
## 9258                                                Bachelorâ\200\231s         0-49 
## 9259                                                  Masterâ\200\231s          <NA>
## 9260                                                Bachelorâ\200\231s   1000-9,999 
## 9261                                                Bachelorâ\200\231s         0-49 
## 9262 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 9263                                                    Doctoral       50-249 
## 9264 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9265                                                  Masterâ\200\231s     > 10,000 
## 9266                                                  Masterâ\200\231s   1000-9,999 
## 9267                                                Professional       50-249 
## 9268                                                Professional         0-49 
## 9269                                                Bachelorâ\200\231s          <NA>
## 9270                                                  Masterâ\200\231s         0-49 
## 9271                                                  Masterâ\200\231s          <NA>
## 9272                                                Bachelorâ\200\231s          <NA>
## 9273                                                  Masterâ\200\231s     > 10,000 
## 9274                                                    Doctoral         0-49 
## 9275                                                  Masterâ\200\231s         0-49 
## 9276                                                    Doctoral         0-49 
## 9277                                                Bachelorâ\200\231s         0-49 
## 9278                                                Bachelorâ\200\231s          <NA>
## 9279                                                Professional   1000-9,999 
## 9280                                                  Masterâ\200\231s          <NA>
## 9281                                                Bachelorâ\200\231s     > 10,000 
## 9282                                                    Doctoral         0-49 
## 9283                                                Bachelorâ\200\231s   1000-9,999 
## 9284                                                Professional   1000-9,999 
## 9285                                                  Masterâ\200\231s          <NA>
## 9286                                                Bachelorâ\200\231s   1000-9,999 
## 9287                                                    Doctoral         0-49 
## 9288                                                Bachelorâ\200\231s          <NA>
## 9289                                                    Doctoral          <NA>
## 9290                                                  Masterâ\200\231s          <NA>
## 9291                                                Bachelorâ\200\231s         0-49 
## 9292                                                Bachelorâ\200\231s         0-49 
## 9293                                                  Masterâ\200\231s          <NA>
## 9294                                                Bachelorâ\200\231s          <NA>
## 9295                                                  Masterâ\200\231s         0-49 
## 9296                                                Professional   1000-9,999 
## 9297                                                  Masterâ\200\231s          <NA>
## 9298                                                Bachelorâ\200\231s       50-249 
## 9299                                       I prefer not to answer      50-249 
## 9300                                                Bachelorâ\200\231s         0-49 
## 9301                                                Bachelorâ\200\231s     > 10,000 
## 9302                                                    Doctoral   1000-9,999 
## 9303                                                  Masterâ\200\231s     > 10,000 
## 9304                                                  Masterâ\200\231s       50-249 
## 9305                                                  Masterâ\200\231s     > 10,000 
## 9306                                                  Masterâ\200\231s          <NA>
## 9307                                                  Masterâ\200\231s          <NA>
## 9308                                                Bachelorâ\200\231s          <NA>
## 9309                                                Bachelorâ\200\231s       50-249 
## 9310                                                Bachelorâ\200\231s     > 10,000 
## 9311                                                Bachelorâ\200\231s       50-249 
## 9312                                                Bachelorâ\200\231s         0-49 
## 9313                                                  Masterâ\200\231s     > 10,000 
## 9314                                                  Masterâ\200\231s          <NA>
## 9315                                                  Masterâ\200\231s         0-49 
## 9316                                                  Masterâ\200\231s         0-49 
## 9317                                                Professional       50-249 
## 9318                                                    Doctoral          <NA>
## 9319                                                Bachelorâ\200\231s   1000-9,999 
## 9320 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9321                                                  Masterâ\200\231s   1000-9,999 
## 9322                                                  Masterâ\200\231s     > 10,000 
## 9323 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9324                                                Bachelorâ\200\231s         0-49 
## 9325                                                  Masterâ\200\231s   1000-9,999 
## 9326                                                Bachelorâ\200\231s          <NA>
## 9327                                                    Doctoral   1000-9,999 
## 9328                                                  Masterâ\200\231s          <NA>
## 9329                                                  Masterâ\200\231s         0-49 
## 9330                                                Bachelorâ\200\231s         0-49 
## 9331                                                  Masterâ\200\231s     > 10,000 
## 9332                                                    Doctoral       50-249 
## 9333                                                    Doctoral     > 10,000 
## 9334                                                Professional       50-249 
## 9335                                                  Masterâ\200\231s         0-49 
## 9336                                                  Masterâ\200\231s          <NA>
## 9337                                                  Masterâ\200\231s       50-249 
## 9338                                                  Masterâ\200\231s         0-49 
## 9339                                                    Doctoral   1000-9,999 
## 9340                                                    Doctoral   1000-9,999 
## 9341                                                Bachelorâ\200\231s          <NA>
## 9342                                                Bachelorâ\200\231s          <NA>
## 9343                                                Bachelorâ\200\231s          <NA>
## 9344                                                  Masterâ\200\231s         0-49 
## 9345                                                Bachelorâ\200\231s          <NA>
## 9346                                                  Masterâ\200\231s       50-249 
## 9347                                                  Masterâ\200\231s       50-249 
## 9348                                                  Masterâ\200\231s          <NA>
## 9349                                                Professional   1000-9,999 
## 9350                                       I prefer not to answer  1000-9,999 
## 9351                                                  Masterâ\200\231s          <NA>
## 9352                                                Bachelorâ\200\231s          <NA>
## 9353                                                Bachelorâ\200\231s          <NA>
## 9354                                                    Doctoral       50-249 
## 9355                                                  Masterâ\200\231s   1000-9,999 
## 9356                                                Bachelorâ\200\231s       50-249 
## 9357                                                Bachelorâ\200\231s     > 10,000 
## 9358                                                  Masterâ\200\231s     > 10,000 
## 9359                                                Bachelorâ\200\231s     > 10,000 
## 9360                                                  Masterâ\200\231s      250-999 
## 9361                                                  Masterâ\200\231s         0-49 
## 9362                                                Bachelorâ\200\231s          <NA>
## 9363                                                Bachelorâ\200\231s   1000-9,999 
## 9364                                                    Doctoral     > 10,000 
## 9365                                                Bachelorâ\200\231s         0-49 
## 9366                                                Professional   1000-9,999 
## 9367                                                Bachelorâ\200\231s          <NA>
## 9368                                                Bachelorâ\200\231s   1000-9,999 
## 9369                                                Bachelorâ\200\231s     > 10,000 
## 9370                                                Bachelorâ\200\231s         0-49 
## 9371                                                Bachelorâ\200\231s         0-49 
## 9372                                                  Masterâ\200\231s     > 10,000 
## 9373                         No formal education past high school        0-49 
## 9374                                                  Masterâ\200\231s         0-49 
## 9375                                                Bachelorâ\200\231s         0-49 
## 9376                                                  Masterâ\200\231s       50-249 
## 9377                                                    Doctoral         0-49 
## 9378                                                  Masterâ\200\231s         0-49 
## 9379                                                Bachelorâ\200\231s       50-249 
## 9380                                                Bachelorâ\200\231s          <NA>
## 9381                                                Bachelorâ\200\231s       50-249 
## 9382                                                    Doctoral          <NA>
## 9383                                                  Masterâ\200\231s         0-49 
## 9384                                                Bachelorâ\200\231s   1000-9,999 
## 9385                                                Professional         0-49 
## 9386                                                  Masterâ\200\231s         0-49 
## 9387                                                Bachelorâ\200\231s          <NA>
## 9388                                                  Masterâ\200\231s      250-999 
## 9389                                                  Masterâ\200\231s          <NA>
## 9390 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9391                                                Bachelorâ\200\231s      250-999 
## 9392                                                    Doctoral   1000-9,999 
## 9393                                                Bachelorâ\200\231s          <NA>
## 9394                                                  Masterâ\200\231s       50-249 
## 9395                                                    Doctoral       50-249 
## 9396                                                  Masterâ\200\231s         0-49 
## 9397                                                  Masterâ\200\231s     > 10,000 
## 9398                                                  Masterâ\200\231s       50-249 
## 9399                                                  Masterâ\200\231s      250-999 
## 9400                                                Bachelorâ\200\231s         0-49 
## 9401                                                Bachelorâ\200\231s   1000-9,999 
## 9402                                                  Masterâ\200\231s          <NA>
## 9403                                                Bachelorâ\200\231s         0-49 
## 9404                                                    Doctoral       50-249 
## 9405 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9406                                                  Masterâ\200\231s   1000-9,999 
## 9407                                                Bachelorâ\200\231s   1000-9,999 
## 9408                                                  Masterâ\200\231s   1000-9,999 
## 9409                         No formal education past high school      50-249 
## 9410                                                  Masterâ\200\231s       50-249 
## 9411                                                Bachelorâ\200\231s       50-249 
## 9412                                                  Masterâ\200\231s       50-249 
## 9413                                                  Masterâ\200\231s     > 10,000 
## 9414                                                  Masterâ\200\231s   1000-9,999 
## 9415                                                  Masterâ\200\231s         0-49 
## 9416                                                  Masterâ\200\231s     > 10,000 
## 9417                                                  Masterâ\200\231s         0-49 
## 9418 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9419                                                  Masterâ\200\231s         0-49 
## 9420                                                Bachelorâ\200\231s          <NA>
## 9421                                                  Masterâ\200\231s   1000-9,999 
## 9422                                                Bachelorâ\200\231s          <NA>
## 9423                                                  Masterâ\200\231s      250-999 
## 9424                                                Bachelorâ\200\231s   1000-9,999 
## 9425                                                  Masterâ\200\231s         0-49 
## 9426 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 9427                                                Bachelorâ\200\231s         0-49 
## 9428                                                Bachelorâ\200\231s      250-999 
## 9429 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9430                                                Bachelorâ\200\231s          <NA>
## 9431                                                Bachelorâ\200\231s         0-49 
## 9432                                                  Masterâ\200\231s         0-49 
## 9433                                                  Masterâ\200\231s   1000-9,999 
## 9434                                                  Masterâ\200\231s       50-249 
## 9435                                                  Masterâ\200\231s         0-49 
## 9436 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9437                                                  Masterâ\200\231s   1000-9,999 
## 9438                                                    Doctoral          <NA>
## 9439                                                Bachelorâ\200\231s         0-49 
## 9440                                                    Doctoral      250-999 
## 9441                                                  Masterâ\200\231s          <NA>
## 9442                                                Bachelorâ\200\231s          <NA>
## 9443                                                Bachelorâ\200\231s         0-49 
## 9444                                                  Masterâ\200\231s         0-49 
## 9445                                                Professional          <NA>
## 9446                                                  Masterâ\200\231s   1000-9,999 
## 9447                                                    Doctoral      250-999 
## 9448                                                    Doctoral   1000-9,999 
## 9449                                                Bachelorâ\200\231s       50-249 
## 9450                                                Bachelorâ\200\231s     > 10,000 
## 9451                                                  Masterâ\200\231s     > 10,000 
## 9452                                                Bachelorâ\200\231s       50-249 
## 9453                                                Bachelorâ\200\231s       50-249 
## 9454                                                Bachelorâ\200\231s          <NA>
## 9455                                                  Masterâ\200\231s          <NA>
## 9456                                                  Masterâ\200\231s       50-249 
## 9457                                                    Doctoral      250-999 
## 9458                                                    Doctoral   1000-9,999 
## 9459                                                Bachelorâ\200\231s         0-49 
## 9460                                                Bachelorâ\200\231s      250-999 
## 9461 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9462                                                  Masterâ\200\231s     > 10,000 
## 9463                                                Bachelorâ\200\231s         0-49 
## 9464                                                  Masterâ\200\231s       50-249 
## 9465                                                  Masterâ\200\231s     > 10,000 
## 9466                                                Professional     > 10,000 
## 9467                                                Bachelorâ\200\231s          <NA>
## 9468                                                  Masterâ\200\231s     > 10,000 
## 9469                                                  Masterâ\200\231s     > 10,000 
## 9470                                                  Masterâ\200\231s         0-49 
## 9471                                                  Masterâ\200\231s         0-49 
## 9472                                                Bachelorâ\200\231s          <NA>
## 9473                                                  Masterâ\200\231s         0-49 
## 9474                                                  Masterâ\200\231s   1000-9,999 
## 9475                                                Bachelorâ\200\231s   1000-9,999 
## 9476                                                    Doctoral      250-999 
## 9477                                                Bachelorâ\200\231s          <NA>
## 9478                                                  Masterâ\200\231s     > 10,000 
## 9479                                                Bachelorâ\200\231s          <NA>
## 9480                                                    Doctoral         0-49 
## 9481                                                    Doctoral          <NA>
## 9482                                                Bachelorâ\200\231s      250-999 
## 9483                                                  Masterâ\200\231s   1000-9,999 
## 9484                                                    Doctoral       50-249 
## 9485                                                  Masterâ\200\231s   1000-9,999 
## 9486                                                  Masterâ\200\231s         0-49 
## 9487 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9488                                                  Masterâ\200\231s       50-249 
## 9489                                                    Doctoral         0-49 
## 9490                                                    Doctoral   1000-9,999 
## 9491                                                Bachelorâ\200\231s          <NA>
## 9492                                                Bachelorâ\200\231s          <NA>
## 9493                                                  Masterâ\200\231s     > 10,000 
## 9494                                       I prefer not to answer      50-249 
## 9495                                                  Masterâ\200\231s          <NA>
## 9496                                                  Masterâ\200\231s      250-999 
## 9497                                                Bachelorâ\200\231s       50-249 
## 9498                                                    Doctoral   1000-9,999 
## 9499                                                    Doctoral      250-999 
## 9500                                                Bachelorâ\200\231s     > 10,000 
## 9501                                                Bachelorâ\200\231s   1000-9,999 
## 9502                                       I prefer not to answer        0-49 
## 9503                                                  Masterâ\200\231s   1000-9,999 
## 9504                                                Bachelorâ\200\231s         0-49 
## 9505                                                Bachelorâ\200\231s   1000-9,999 
## 9506                                                  Masterâ\200\231s          <NA>
## 9507                                                  Masterâ\200\231s     > 10,000 
## 9508                                                Bachelorâ\200\231s      250-999 
## 9509                                                  Masterâ\200\231s       50-249 
## 9510                                                  Masterâ\200\231s         0-49 
## 9511                                                  Masterâ\200\231s         0-49 
## 9512                                                Professional         0-49 
## 9513                                                Bachelorâ\200\231s   1000-9,999 
## 9514                                                  Masterâ\200\231s       50-249 
## 9515                                                    Doctoral         0-49 
## 9516                                                Bachelorâ\200\231s       50-249 
## 9517                                       I prefer not to answer      50-249 
## 9518                                                  Masterâ\200\231s      250-999 
## 9519                                                Bachelorâ\200\231s         0-49 
## 9520                                                  Masterâ\200\231s         0-49 
## 9521                                                Bachelorâ\200\231s         0-49 
## 9522                                                  Masterâ\200\231s   1000-9,999 
## 9523                                                  Masterâ\200\231s       50-249 
## 9524                                                  Masterâ\200\231s   1000-9,999 
## 9525                                                Bachelorâ\200\231s         0-49 
## 9526                                                Bachelorâ\200\231s          <NA>
## 9527                                                Professional       50-249 
## 9528                                                Bachelorâ\200\231s         0-49 
## 9529                                                  Masterâ\200\231s     > 10,000 
## 9530 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9531                                                Bachelorâ\200\231s       50-249 
## 9532                                                Bachelorâ\200\231s   1000-9,999 
## 9533                                                Bachelorâ\200\231s     > 10,000 
## 9534                                                  Masterâ\200\231s      250-999 
## 9535                                                  Masterâ\200\231s         0-49 
## 9536                                                Bachelorâ\200\231s          <NA>
## 9537                                                    Doctoral         0-49 
## 9538                                                  Masterâ\200\231s     > 10,000 
## 9539                                                Bachelorâ\200\231s      250-999 
## 9540                                                  Masterâ\200\231s      250-999 
## 9541                                                  Masterâ\200\231s          <NA>
## 9542                                                  Masterâ\200\231s       50-249 
## 9543                                                Professional       50-249 
## 9544                                                Bachelorâ\200\231s          <NA>
## 9545                                                Bachelorâ\200\231s      250-999 
## 9546                                                  Masterâ\200\231s   1000-9,999 
## 9547                                                Bachelorâ\200\231s          <NA>
## 9548                                                Bachelorâ\200\231s          <NA>
## 9549                                                  Masterâ\200\231s     > 10,000 
## 9550                                                Bachelorâ\200\231s       50-249 
## 9551                                                Bachelorâ\200\231s          <NA>
## 9552                                                  Masterâ\200\231s         0-49 
## 9553                                                  Masterâ\200\231s       50-249 
## 9554                                                Professional      250-999 
## 9555                                                  Masterâ\200\231s     > 10,000 
## 9556                                                  Masterâ\200\231s         0-49 
## 9557                                                  Masterâ\200\231s       50-249 
## 9558                                                  Masterâ\200\231s          <NA>
## 9559                                       I prefer not to answer         <NA>
## 9560                                                  Masterâ\200\231s         0-49 
## 9561                                                Bachelorâ\200\231s       50-249 
## 9562                                                Bachelorâ\200\231s          <NA>
## 9563                                                Bachelorâ\200\231s       50-249 
## 9564                                                Bachelorâ\200\231s       50-249 
## 9565                                                  Masterâ\200\231s   1000-9,999 
## 9566                                                  Masterâ\200\231s     > 10,000 
## 9567 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9568                                                    Doctoral         0-49 
## 9569                                                Bachelorâ\200\231s         0-49 
## 9570                                                    Doctoral         0-49 
## 9571                                                  Masterâ\200\231s   1000-9,999 
## 9572                                                    Doctoral         0-49 
## 9573                                                Bachelorâ\200\231s         0-49 
## 9574                                                Bachelorâ\200\231s     > 10,000 
## 9575                                                  Masterâ\200\231s   1000-9,999 
## 9576                                                Bachelorâ\200\231s          <NA>
## 9577                                                Bachelorâ\200\231s         0-49 
## 9578 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9579                                                    Doctoral         0-49 
## 9580                                                    Doctoral       50-249 
## 9581 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 9582                                                  Masterâ\200\231s      250-999 
## 9583                                                Bachelorâ\200\231s         0-49 
## 9584                                                    Doctoral         0-49 
## 9585                                                    Doctoral       50-249 
## 9586 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9587                                                  Masterâ\200\231s         0-49 
## 9588 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9589                                                  Masterâ\200\231s   1000-9,999 
## 9590                                                  Masterâ\200\231s     > 10,000 
## 9591                                                    Doctoral       50-249 
## 9592                                                Professional          <NA>
## 9593                                                  Masterâ\200\231s         0-49 
## 9594                         No formal education past high school        0-49 
## 9595                                       I prefer not to answer  1000-9,999 
## 9596                                                  Masterâ\200\231s         0-49 
## 9597                                                  Masterâ\200\231s   1000-9,999 
## 9598                                                  Masterâ\200\231s     > 10,000 
## 9599                                                  Masterâ\200\231s      250-999 
## 9600                                                Bachelorâ\200\231s          <NA>
## 9601 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9602                                                    Doctoral      250-999 
## 9603                                                Bachelorâ\200\231s         0-49 
## 9604                                                Bachelorâ\200\231s          <NA>
## 9605                                                    Doctoral      250-999 
## 9606                                                  Masterâ\200\231s         0-49 
## 9607                                                  Masterâ\200\231s          <NA>
## 9608                                                    Doctoral          <NA>
## 9609                                                  Masterâ\200\231s   1000-9,999 
## 9610                                                  Masterâ\200\231s          <NA>
## 9611                                                    Doctoral   1000-9,999 
## 9612                                                Bachelorâ\200\231s     > 10,000 
## 9613                                                  Masterâ\200\231s       50-249 
## 9614                                                  Masterâ\200\231s          <NA>
## 9615                                                  Masterâ\200\231s   1000-9,999 
## 9616                                                Bachelorâ\200\231s          <NA>
## 9617                                                  Masterâ\200\231s         0-49 
## 9618                                                Bachelorâ\200\231s     > 10,000 
## 9619                                                  Masterâ\200\231s       50-249 
## 9620                                                Bachelorâ\200\231s   1000-9,999 
## 9621                                                Bachelorâ\200\231s          <NA>
## 9622                                                    Doctoral   1000-9,999 
## 9623                                                Bachelorâ\200\231s       50-249 
## 9624                                                Bachelorâ\200\231s         0-49 
## 9625                                                Bachelorâ\200\231s         0-49 
## 9626                                                Bachelorâ\200\231s       50-249 
## 9627                                                  Masterâ\200\231s          <NA>
## 9628                                                    Doctoral   1000-9,999 
## 9629                                                    Doctoral   1000-9,999 
## 9630                                                  Masterâ\200\231s       50-249 
## 9631                                                Bachelorâ\200\231s         0-49 
## 9632                                                  Masterâ\200\231s   1000-9,999 
## 9633                                                    Doctoral   1000-9,999 
## 9634                                                Bachelorâ\200\231s   1000-9,999 
## 9635                                                  Masterâ\200\231s         0-49 
## 9636                                                Bachelorâ\200\231s   1000-9,999 
## 9637                                                Bachelorâ\200\231s          <NA>
## 9638                                                    Doctoral   1000-9,999 
## 9639                                                Bachelorâ\200\231s          <NA>
## 9640                                                Bachelorâ\200\231s          <NA>
## 9641                                                  Masterâ\200\231s     > 10,000 
## 9642                                                  Masterâ\200\231s      250-999 
## 9643                                                Professional       50-249 
## 9644                                                Professional      250-999 
## 9645                                                Bachelorâ\200\231s          <NA>
## 9646                                                    Doctoral     > 10,000 
## 9647                                                Bachelorâ\200\231s     > 10,000 
## 9648                                                Bachelorâ\200\231s       50-249 
## 9649                                                  Masterâ\200\231s          <NA>
## 9650                                                  Masterâ\200\231s       50-249 
## 9651                                                  Masterâ\200\231s   1000-9,999 
## 9652                                                    Doctoral     > 10,000 
## 9653                                                  Masterâ\200\231s       50-249 
## 9654                                       I prefer not to answer      50-249 
## 9655                                                    Doctoral         0-49 
## 9656                                                Bachelorâ\200\231s     > 10,000 
## 9657                                                Bachelorâ\200\231s          <NA>
## 9658                                                  Masterâ\200\231s      250-999 
## 9659                                                Professional         0-49 
## 9660                                                  Masterâ\200\231s         0-49 
## 9661                                                    Doctoral         0-49 
## 9662                                                Bachelorâ\200\231s          <NA>
## 9663                                                Bachelorâ\200\231s          <NA>
## 9664                                                Professional         0-49 
## 9665                                                Bachelorâ\200\231s       50-249 
## 9666                                                  Masterâ\200\231s   1000-9,999 
## 9667                                                  Masterâ\200\231s   1000-9,999 
## 9668                                                  Masterâ\200\231s       50-249 
## 9669                                                  Masterâ\200\231s     > 10,000 
## 9670                                                  Masterâ\200\231s   1000-9,999 
## 9671                                                  Masterâ\200\231s         0-49 
## 9672                                                Bachelorâ\200\231s     > 10,000 
## 9673                                                  Masterâ\200\231s         0-49 
## 9674                                                Professional     > 10,000 
## 9675                                                Bachelorâ\200\231s         0-49 
## 9676                                                  Masterâ\200\231s         0-49 
## 9677                                                    Doctoral       50-249 
## 9678                                                Professional      250-999 
## 9679                                                  Masterâ\200\231s       50-249 
## 9680                                                    Doctoral     > 10,000 
## 9681                                                Bachelorâ\200\231s       50-249 
## 9682                                                    Doctoral   1000-9,999 
## 9683                                                    Doctoral          <NA>
## 9684                                                  Masterâ\200\231s         0-49 
## 9685                                                Bachelorâ\200\231s      250-999 
## 9686 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 9687                                                  Masterâ\200\231s         0-49 
## 9688                                                  Masterâ\200\231s          <NA>
## 9689                                                  Masterâ\200\231s      250-999 
## 9690                                                  Masterâ\200\231s         0-49 
## 9691                                                Professional         0-49 
## 9692                                                    Doctoral     > 10,000 
## 9693                                                    Doctoral      250-999 
## 9694                                                  Masterâ\200\231s       50-249 
## 9695                                       I prefer not to answer    > 10,000 
## 9696                                                  Masterâ\200\231s         0-49 
## 9697                                                  Masterâ\200\231s         0-49 
## 9698                                                  Masterâ\200\231s   1000-9,999 
## 9699                                                Bachelorâ\200\231s     > 10,000 
## 9700                                                  Masterâ\200\231s          <NA>
## 9701                                                  Masterâ\200\231s     > 10,000 
## 9702                                                Bachelorâ\200\231s          <NA>
## 9703                                                    Doctoral     > 10,000 
## 9704                                                  Masterâ\200\231s         0-49 
## 9705                                                Bachelorâ\200\231s   1000-9,999 
## 9706                                                Bachelorâ\200\231s   1000-9,999 
## 9707                                                Bachelorâ\200\231s      250-999 
## 9708                                                  Masterâ\200\231s         0-49 
## 9709                                                Bachelorâ\200\231s   1000-9,999 
## 9710                                                  Masterâ\200\231s          <NA>
## 9711                                                  Masterâ\200\231s          <NA>
## 9712                                                    Doctoral       50-249 
## 9713                                                    Doctoral     > 10,000 
## 9714                                                Bachelorâ\200\231s          <NA>
## 9715                                                  Masterâ\200\231s         0-49 
## 9716                                                  Masterâ\200\231s          <NA>
## 9717                                                  Masterâ\200\231s          <NA>
## 9718                                                Bachelorâ\200\231s     > 10,000 
## 9719                                                  Masterâ\200\231s      250-999 
## 9720                                                  Masterâ\200\231s         0-49 
## 9721                                                Professional          <NA>
## 9722                                                    Doctoral   1000-9,999 
## 9723                                                Professional     > 10,000 
## 9724 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9725                                                    Doctoral         0-49 
## 9726                                                Bachelorâ\200\231s       50-249 
## 9727                                                Bachelorâ\200\231s          <NA>
## 9728                                                Bachelorâ\200\231s     > 10,000 
## 9729                                                  Masterâ\200\231s      250-999 
## 9730                                                  Masterâ\200\231s     > 10,000 
## 9731                                                Bachelorâ\200\231s         0-49 
## 9732                                                Bachelorâ\200\231s      250-999 
## 9733                                                Bachelorâ\200\231s      250-999 
## 9734                                                Bachelorâ\200\231s         0-49 
## 9735                                                  Masterâ\200\231s   1000-9,999 
## 9736                                                    Doctoral     > 10,000 
## 9737                                                Bachelorâ\200\231s   1000-9,999 
## 9738                                                Bachelorâ\200\231s          <NA>
## 9739                                                  Masterâ\200\231s     > 10,000 
## 9740                                                Bachelorâ\200\231s     > 10,000 
## 9741                                                  Masterâ\200\231s         0-49 
## 9742                                                Bachelorâ\200\231s   1000-9,999 
## 9743                                                  Masterâ\200\231s     > 10,000 
## 9744                                                Bachelorâ\200\231s          <NA>
## 9745                                                    Doctoral          <NA>
## 9746                                                    Doctoral       50-249 
## 9747                                                Bachelorâ\200\231s         0-49 
## 9748                                                Bachelorâ\200\231s          <NA>
## 9749                                                  Masterâ\200\231s      250-999 
## 9750                                                Professional       50-249 
## 9751                                                  Masterâ\200\231s         0-49 
## 9752                                                Bachelorâ\200\231s       50-249 
## 9753                                                    Doctoral   1000-9,999 
## 9754                                                Bachelorâ\200\231s          <NA>
## 9755                                                Bachelorâ\200\231s     > 10,000 
## 9756                                                    Doctoral         0-49 
## 9757                                                    Doctoral      250-999 
## 9758                                                Bachelorâ\200\231s   1000-9,999 
## 9759                                                Bachelorâ\200\231s          <NA>
## 9760                                                Bachelorâ\200\231s          <NA>
## 9761                                                Bachelorâ\200\231s      250-999 
## 9762                                                  Masterâ\200\231s       50-249 
## 9763                                                  Masterâ\200\231s          <NA>
## 9764                                                  Masterâ\200\231s         0-49 
## 9765                                                  Masterâ\200\231s     > 10,000 
## 9766                                                  Masterâ\200\231s     > 10,000 
## 9767                                                  Masterâ\200\231s         0-49 
## 9768                                                Bachelorâ\200\231s          <NA>
## 9769                                                Bachelorâ\200\231s         0-49 
## 9770                                                Bachelorâ\200\231s     > 10,000 
## 9771                                                Bachelorâ\200\231s         0-49 
## 9772                                                    Doctoral         0-49 
## 9773                                                  Masterâ\200\231s       50-249 
## 9774                                                  Masterâ\200\231s       50-249 
## 9775                                                  Masterâ\200\231s   1000-9,999 
## 9776                                                  Masterâ\200\231s          <NA>
## 9777                                                Bachelorâ\200\231s     > 10,000 
## 9778 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 9779                                                    Doctoral     > 10,000 
## 9780                                                    Doctoral       50-249 
## 9781                                                Bachelorâ\200\231s         0-49 
## 9782                                                Bachelorâ\200\231s          <NA>
## 9783                                                  Masterâ\200\231s       50-249 
## 9784                                                  Masterâ\200\231s      250-999 
## 9785                                                Bachelorâ\200\231s      250-999 
## 9786                                                  Masterâ\200\231s       50-249 
## 9787                                                Bachelorâ\200\231s         0-49 
## 9788                                                  Masterâ\200\231s         0-49 
## 9789                                                  Masterâ\200\231s     > 10,000 
## 9790                                                  Masterâ\200\231s       50-249 
## 9791                                                Bachelorâ\200\231s       50-249 
## 9792                                                Bachelorâ\200\231s     > 10,000 
## 9793                                                  Masterâ\200\231s         0-49 
## 9794                                                    Doctoral       50-249 
## 9795                                                  Masterâ\200\231s       50-249 
## 9796                                                  Masterâ\200\231s      250-999 
## 9797                                                  Masterâ\200\231s      250-999 
## 9798                                                Bachelorâ\200\231s       50-249 
## 9799                                                Bachelorâ\200\231s          <NA>
## 9800                                                Professional          <NA>
## 9801                                                  Masterâ\200\231s         0-49 
## 9802                                                Bachelorâ\200\231s      250-999 
## 9803                                                    Doctoral          <NA>
## 9804                                                Bachelorâ\200\231s         0-49 
## 9805                                                    Doctoral     > 10,000 
## 9806                                                  Masterâ\200\231s     > 10,000 
## 9807                                                    Doctoral     > 10,000 
## 9808                                                Professional       50-249 
## 9809                                                    Doctoral         0-49 
## 9810                                                  Masterâ\200\231s       50-249 
## 9811                                                Bachelorâ\200\231s   1000-9,999 
## 9812                                                    Doctoral      250-999 
## 9813                                                    Doctoral       50-249 
## 9814                                                    Doctoral       50-249 
## 9815                                                Bachelorâ\200\231s         0-49 
## 9816                                                Bachelorâ\200\231s          <NA>
## 9817                                                    Doctoral         0-49 
## 9818                                                    Doctoral          <NA>
## 9819                                                Bachelorâ\200\231s       50-249 
## 9820                                                  Masterâ\200\231s      250-999 
## 9821                                                  Masterâ\200\231s          <NA>
## 9822                                       I prefer not to answer      50-249 
## 9823                                                  Masterâ\200\231s          <NA>
## 9824                                                Bachelorâ\200\231s         0-49 
## 9825                                                Bachelorâ\200\231s         0-49 
## 9826                                                  Masterâ\200\231s       50-249 
## 9827                                                  Masterâ\200\231s   1000-9,999 
## 9828                                                  Masterâ\200\231s      250-999 
## 9829                                                  Masterâ\200\231s         0-49 
## 9830                                                  Masterâ\200\231s          <NA>
## 9831                                                  Masterâ\200\231s       50-249 
## 9832                                                  Masterâ\200\231s          <NA>
## 9833                                                    Doctoral      250-999 
## 9834                                                  Masterâ\200\231s       50-249 
## 9835                                                Bachelorâ\200\231s          <NA>
## 9836                                                Bachelorâ\200\231s       50-249 
## 9837                                                  Masterâ\200\231s     > 10,000 
## 9838                                                    Doctoral      250-999 
## 9839                                                    Doctoral     > 10,000 
## 9840                                                Professional      250-999 
## 9841                                                  Masterâ\200\231s       50-249 
## 9842                                                  Masterâ\200\231s         0-49 
## 9843                                                  Masterâ\200\231s     > 10,000 
## 9844                                                    Doctoral         0-49 
## 9845                                                  Masterâ\200\231s          <NA>
## 9846                                                Professional         0-49 
## 9847                                                Bachelorâ\200\231s          <NA>
## 9848                                                    Doctoral      250-999 
## 9849                                                    Doctoral   1000-9,999 
## 9850                                                Bachelorâ\200\231s   1000-9,999 
## 9851                                                  Masterâ\200\231s         0-49 
## 9852                                                    Doctoral     > 10,000 
## 9853                                                  Masterâ\200\231s   1000-9,999 
## 9854                                                Bachelorâ\200\231s         0-49 
## 9855                                                    Doctoral       50-249 
## 9856                                                Bachelorâ\200\231s       50-249 
## 9857                                                Bachelorâ\200\231s         0-49 
## 9858                                                  Masterâ\200\231s     > 10,000 
## 9859                                                  Masterâ\200\231s   1000-9,999 
## 9860                                                Bachelorâ\200\231s          <NA>
## 9861                                                    Doctoral   1000-9,999 
## 9862                                                  Masterâ\200\231s          <NA>
## 9863                                                  Masterâ\200\231s   1000-9,999 
## 9864                                                    Doctoral       50-249 
## 9865                                                  Masterâ\200\231s         0-49 
## 9866                                                    Doctoral       50-249 
## 9867                                                  Masterâ\200\231s       50-249 
## 9868                                                Bachelorâ\200\231s         0-49 
## 9869                                                Professional     > 10,000 
## 9870                                                  Masterâ\200\231s   1000-9,999 
## 9871                                                Bachelorâ\200\231s     > 10,000 
## 9872                                                Bachelorâ\200\231s   1000-9,999 
## 9873                                                    Doctoral          <NA>
## 9874                                                Bachelorâ\200\231s          <NA>
## 9875 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9876                                                  Masterâ\200\231s          <NA>
## 9877                                                    Doctoral       50-249 
## 9878                                                  Masterâ\200\231s         0-49 
## 9879                                                Professional         0-49 
## 9880                                                  Masterâ\200\231s       50-249 
## 9881                                                    Doctoral   1000-9,999 
## 9882                                                Bachelorâ\200\231s   1000-9,999 
## 9883                                                Bachelorâ\200\231s       50-249 
## 9884                                                  Masterâ\200\231s   1000-9,999 
## 9885                                                Bachelorâ\200\231s       50-249 
## 9886 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9887                                                Bachelorâ\200\231s         0-49 
## 9888                                                  Masterâ\200\231s       50-249 
## 9889                         No formal education past high school         <NA>
## 9890                                                  Masterâ\200\231s          <NA>
## 9891                                                  Masterâ\200\231s         0-49 
## 9892                                                    Doctoral          <NA>
## 9893                                                    Doctoral          <NA>
## 9894                                                Bachelorâ\200\231s          <NA>
## 9895                                                    Doctoral          <NA>
## 9896                                                Bachelorâ\200\231s   1000-9,999 
## 9897                                                Professional          <NA>
## 9898                                       I prefer not to answer    > 10,000 
## 9899                                                  Masterâ\200\231s       50-249 
## 9900                                                    Doctoral          <NA>
## 9901                                                Bachelorâ\200\231s         0-49 
## 9902                                                Bachelorâ\200\231s         0-49 
## 9903                                                  Masterâ\200\231s         0-49 
## 9904                                                  Masterâ\200\231s          <NA>
## 9905                                                  Masterâ\200\231s      250-999 
## 9906                                                Bachelorâ\200\231s     > 10,000 
## 9907                                                  Masterâ\200\231s         0-49 
## 9908                                                Bachelorâ\200\231s          <NA>
## 9909                                                  Masterâ\200\231s         0-49 
## 9910                                       I prefer not to answer  1000-9,999 
## 9911                                                  Masterâ\200\231s      250-999 
## 9912                                                    Doctoral      250-999 
## 9913                                                  Masterâ\200\231s         0-49 
## 9914                                                    Doctoral      250-999 
## 9915                                                Professional       50-249 
## 9916                                                  Masterâ\200\231s      250-999 
## 9917                                                  Masterâ\200\231s     > 10,000 
## 9918                                                  Masterâ\200\231s      250-999 
## 9919                                                    Doctoral      250-999 
## 9920                                                  Masterâ\200\231s   1000-9,999 
## 9921                                                Bachelorâ\200\231s       50-249 
## 9922                                                    Doctoral       50-249 
## 9923                                                    Doctoral   1000-9,999 
## 9924                                                Bachelorâ\200\231s   1000-9,999 
## 9925                                                Bachelorâ\200\231s     > 10,000 
## 9926                                                  Masterâ\200\231s         0-49 
## 9927                                                Professional       50-249 
## 9928                                                    Doctoral     > 10,000 
## 9929                                                  Masterâ\200\231s          <NA>
## 9930                                                  Masterâ\200\231s          <NA>
## 9931                                                    Doctoral       50-249 
## 9932                                                    Doctoral       50-249 
## 9933                                                Bachelorâ\200\231s          <NA>
## 9934                                                    Doctoral      250-999 
## 9935                                                  Masterâ\200\231s   1000-9,999 
## 9936                                                  Masterâ\200\231s          <NA>
## 9937                                                Bachelorâ\200\231s         0-49 
## 9938 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9939                                                    Doctoral         0-49 
## 9940                                                  Masterâ\200\231s   1000-9,999 
## 9941                                                  Masterâ\200\231s   1000-9,999 
## 9942                                                  Masterâ\200\231s     > 10,000 
## 9943                                                Bachelorâ\200\231s          <NA>
## 9944                                                Bachelorâ\200\231s      250-999 
## 9945                                                  Masterâ\200\231s         0-49 
## 9946                                                  Masterâ\200\231s   1000-9,999 
## 9947                                                  Masterâ\200\231s   1000-9,999 
## 9948                                                  Masterâ\200\231s     > 10,000 
## 9949                                                  Masterâ\200\231s         0-49 
## 9950                                                Bachelorâ\200\231s          <NA>
## 9951                                                  Masterâ\200\231s   1000-9,999 
## 9952                                                    Doctoral      250-999 
## 9953                                                  Masterâ\200\231s          <NA>
## 9954                                                  Masterâ\200\231s   1000-9,999 
## 9955                                                  Masterâ\200\231s   1000-9,999 
## 9956 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9957                                                  Masterâ\200\231s      250-999 
## 9958                                                  Masterâ\200\231s         0-49 
## 9959                                                    Doctoral          <NA>
## 9960                                                    Doctoral   1000-9,999 
## 9961                                                  Masterâ\200\231s   1000-9,999 
## 9962                                                  Masterâ\200\231s         0-49 
## 9963                                       I prefer not to answer         <NA>
## 9964                                                  Masterâ\200\231s   1000-9,999 
## 9965                                                    Doctoral     > 10,000 
## 9966                                                  Masterâ\200\231s          <NA>
## 9967                                                  Masterâ\200\231s       50-249 
## 9968                                                  Masterâ\200\231s      250-999 
## 9969                                                  Masterâ\200\231s         0-49 
## 9970                                                Bachelorâ\200\231s   1000-9,999 
## 9971                                                Bachelorâ\200\231s          <NA>
## 9972                                                  Masterâ\200\231s         0-49 
## 9973                                                Professional     > 10,000 
## 9974                                                  Masterâ\200\231s   1000-9,999 
## 9975                                       I prefer not to answer        0-49 
## 9976                                                Bachelorâ\200\231s         0-49 
## 9977                                                Professional     > 10,000 
## 9978                                                  Masterâ\200\231s     > 10,000 
## 9979                                                Bachelorâ\200\231s     > 10,000 
## 9980                                                  Masterâ\200\231s         0-49 
## 9981                                                Bachelorâ\200\231s       50-249 
## 9982                                                    Doctoral   1000-9,999 
## 9983                                                  Masterâ\200\231s         0-49 
## 9984                                                  Masterâ\200\231s     > 10,000 
## 9985                                                  Masterâ\200\231s   1000-9,999 
## 9986                                                  Masterâ\200\231s          <NA>
## 9987                                                  Masterâ\200\231s     > 10,000 
## 9988                                                Bachelorâ\200\231s   1000-9,999 
## 9989                                                  Masterâ\200\231s          <NA>
## 9990                                                    Doctoral       50-249 
## 9991                                                  Masterâ\200\231s     > 10,000 
## 9992                                                Bachelorâ\200\231s     > 10,000 
## 9993                                                  Masterâ\200\231s         0-49 
## 9994                                                Bachelorâ\200\231s          <NA>
## 9995                                                Professional      250-999 
## 9996                         No formal education past high school        0-49 
## 9997                                                  Masterâ\200\231s       50-249 
## 9998                                                  Masterâ\200\231s          <NA>
## 9999                                                  Masterâ\200\231s         0-49 
##      ds_team_size
## 1               0
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## 9911          20+
## 9912          20+
## 9913            0
## 9914          3-4
## 9915          5-9
## 9916            0
## 9917        15-19
## 9918          1-2
## 9919          5-9
## 9920          20+
## 9921        10-14
## 9922          5-9
## 9923        10-14
## 9924          20+
## 9925        10-14
## 9926          1-2
## 9927        15-19
## 9928          20+
## 9929         <NA>
## 9930         <NA>
## 9931        15-19
## 9932            0
## 9933         <NA>
## 9934          20+
## 9935          5-9
## 9936         <NA>
## 9937          3-4
## 9938         <NA>
## 9939          5-9
## 9940        10-14
## 9941          5-9
## 9942        10-14
## 9943         <NA>
## 9944          3-4
## 9945          1-2
## 9946        10-14
## 9947        10-14
## 9948          20+
## 9949          1-2
## 9950         <NA>
## 9951          20+
## 9952        10-14
## 9953         <NA>
## 9954          20+
## 9955        10-14
## 9956          1-2
## 9957          3-4
## 9958          5-9
## 9959         <NA>
## 9960          20+
## 9961          20+
## 9962          1-2
## 9963         <NA>
## 9964        10-14
## 9965          20+
## 9966         <NA>
## 9967          1-2
## 9968            0
## 9969          1-2
## 9970          20+
## 9971         <NA>
## 9972          5-9
## 9973          20+
## 9974          20+
## 9975            0
## 9976            0
## 9977          20+
## 9978          20+
## 9979          3-4
## 9980          3-4
## 9981          1-2
## 9982          1-2
## 9983          1-2
## 9984          1-2
## 9985          3-4
## 9986         <NA>
## 9987          20+
## 9988        10-14
## 9989         <NA>
## 9990        15-19
## 9991          5-9
## 9992          20+
## 9993          3-4
## 9994         <NA>
## 9995          3-4
## 9996          1-2
## 9997        10-14
## 9998         <NA>
## 9999          3-4
##                                                                                 company_use_ml
## 1                                                                                I do not know
## 2       We have well established ML methods (i.e., models in production for more than 2 years)
## 3                                                                                         <NA>
## 4                                                                                I do not know
## 5                                                                No (we do not use ML methods)
## 6       We have well established ML methods (i.e., models in production for more than 2 years)
## 7                    We are exploring ML methods (and may one day put a model into production)
## 8      We recently started using ML methods (i.e., models in production for less than 2 years)
## 9                                                                                         <NA>
## 10                   We are exploring ML methods (and may one day put a model into production)
## 11                                                                                        <NA>
## 12     We recently started using ML methods (i.e., models in production for less than 2 years)
## 13     We recently started using ML methods (i.e., models in production for less than 2 years)
## 14                                                                               I do not know
## 15                                                                                        <NA>
## 16   We use ML methods for generating insights (but do not put working models into production)
## 17                   We are exploring ML methods (and may one day put a model into production)
## 18                                                                                        <NA>
## 19     We recently started using ML methods (i.e., models in production for less than 2 years)
## 20      We have well established ML methods (i.e., models in production for more than 2 years)
## 21                   We are exploring ML methods (and may one day put a model into production)
## 22      We have well established ML methods (i.e., models in production for more than 2 years)
## 23                   We are exploring ML methods (and may one day put a model into production)
## 24                                                               No (we do not use ML methods)
## 25      We have well established ML methods (i.e., models in production for more than 2 years)
## 26                                                               No (we do not use ML methods)
## 27                   We are exploring ML methods (and may one day put a model into production)
## 28                                                                                        <NA>
## 29                                                               No (we do not use ML methods)
## 30   We use ML methods for generating insights (but do not put working models into production)
## 31     We recently started using ML methods (i.e., models in production for less than 2 years)
## 32                   We are exploring ML methods (and may one day put a model into production)
## 33                                                               No (we do not use ML methods)
## 34     We recently started using ML methods (i.e., models in production for less than 2 years)
## 35     We recently started using ML methods (i.e., models in production for less than 2 years)
## 36      We have well established ML methods (i.e., models in production for more than 2 years)
## 37     We recently started using ML methods (i.e., models in production for less than 2 years)
## 38                   We are exploring ML methods (and may one day put a model into production)
## 39     We recently started using ML methods (i.e., models in production for less than 2 years)
## 40      We have well established ML methods (i.e., models in production for more than 2 years)
## 41                   We are exploring ML methods (and may one day put a model into production)
## 42                                                                                        <NA>
## 43                                                                                        <NA>
## 44                   We are exploring ML methods (and may one day put a model into production)
## 45                                                               No (we do not use ML methods)
## 46                                                               No (we do not use ML methods)
## 47                   We are exploring ML methods (and may one day put a model into production)
## 48                                                               No (we do not use ML methods)
## 49                                                               No (we do not use ML methods)
## 50     We recently started using ML methods (i.e., models in production for less than 2 years)
## 51      We have well established ML methods (i.e., models in production for more than 2 years)
## 52      We have well established ML methods (i.e., models in production for more than 2 years)
## 53                                                                                        <NA>
## 54      We have well established ML methods (i.e., models in production for more than 2 years)
## 55   We use ML methods for generating insights (but do not put working models into production)
## 56                                                               No (we do not use ML methods)
## 57                                                               No (we do not use ML methods)
## 58                                                                               I do not know
## 59                   We are exploring ML methods (and may one day put a model into production)
## 60                                                                                        <NA>
## 61     We recently started using ML methods (i.e., models in production for less than 2 years)
## 62     We recently started using ML methods (i.e., models in production for less than 2 years)
## 63                                                                                        <NA>
## 64                   We are exploring ML methods (and may one day put a model into production)
## 65     We recently started using ML methods (i.e., models in production for less than 2 years)
## 66                                                               No (we do not use ML methods)
## 67      We have well established ML methods (i.e., models in production for more than 2 years)
## 68     We recently started using ML methods (i.e., models in production for less than 2 years)
## 69                                                                               I do not know
## 70                                                                                        <NA>
## 71      We have well established ML methods (i.e., models in production for more than 2 years)
## 72                                                               No (we do not use ML methods)
## 73                                                                                        <NA>
## 74                                                                                        <NA>
## 75                                                                               I do not know
## 76                                                                                        <NA>
## 77     We recently started using ML methods (i.e., models in production for less than 2 years)
## 78   We use ML methods for generating insights (but do not put working models into production)
## 79                                                                                        <NA>
## 80   We use ML methods for generating insights (but do not put working models into production)
## 81     We recently started using ML methods (i.e., models in production for less than 2 years)
## 82                   We are exploring ML methods (and may one day put a model into production)
## 83                                                               No (we do not use ML methods)
## 84                                                                                        <NA>
## 85                   We are exploring ML methods (and may one day put a model into production)
## 86      We have well established ML methods (i.e., models in production for more than 2 years)
## 87     We recently started using ML methods (i.e., models in production for less than 2 years)
## 88                   We are exploring ML methods (and may one day put a model into production)
## 89   We use ML methods for generating insights (but do not put working models into production)
## 90     We recently started using ML methods (i.e., models in production for less than 2 years)
## 91                   We are exploring ML methods (and may one day put a model into production)
## 92                   We are exploring ML methods (and may one day put a model into production)
## 93      We have well established ML methods (i.e., models in production for more than 2 years)
## 94                   We are exploring ML methods (and may one day put a model into production)
## 95                                                                               I do not know
## 96                                                               No (we do not use ML methods)
## 97                                                               No (we do not use ML methods)
## 98                                                                               I do not know
## 99      We have well established ML methods (i.e., models in production for more than 2 years)
## 100                  We are exploring ML methods (and may one day put a model into production)
## 101                                                                                       <NA>
## 102                                                              No (we do not use ML methods)
## 103                  We are exploring ML methods (and may one day put a model into production)
## 104                  We are exploring ML methods (and may one day put a model into production)
## 105    We recently started using ML methods (i.e., models in production for less than 2 years)
## 106                                                                                       <NA>
## 107                                                                                       <NA>
## 108     We have well established ML methods (i.e., models in production for more than 2 years)
## 109                                                                                       <NA>
## 110    We recently started using ML methods (i.e., models in production for less than 2 years)
## 111    We recently started using ML methods (i.e., models in production for less than 2 years)
## 112                                                                                       <NA>
## 113     We have well established ML methods (i.e., models in production for more than 2 years)
## 114    We recently started using ML methods (i.e., models in production for less than 2 years)
## 115     We have well established ML methods (i.e., models in production for more than 2 years)
## 116                                                                                       <NA>
## 117                                                                                       <NA>
## 118    We recently started using ML methods (i.e., models in production for less than 2 years)
## 119                                                              No (we do not use ML methods)
## 120     We have well established ML methods (i.e., models in production for more than 2 years)
## 121  We use ML methods for generating insights (but do not put working models into production)
## 122                  We are exploring ML methods (and may one day put a model into production)
## 123                                                                                       <NA>
## 124    We recently started using ML methods (i.e., models in production for less than 2 years)
## 125     We have well established ML methods (i.e., models in production for more than 2 years)
## 126  We use ML methods for generating insights (but do not put working models into production)
## 127                                                                                       <NA>
## 128                                                                                       <NA>
## 129                                                                                       <NA>
## 130    We recently started using ML methods (i.e., models in production for less than 2 years)
## 131     We have well established ML methods (i.e., models in production for more than 2 years)
## 132                                                                                       <NA>
## 133                                                              No (we do not use ML methods)
## 134    We recently started using ML methods (i.e., models in production for less than 2 years)
## 135                  We are exploring ML methods (and may one day put a model into production)
## 136     We have well established ML methods (i.e., models in production for more than 2 years)
## 137     We have well established ML methods (i.e., models in production for more than 2 years)
## 138                                                                                       <NA>
## 139     We have well established ML methods (i.e., models in production for more than 2 years)
## 140                                                                                       <NA>
## 141                                                              No (we do not use ML methods)
## 142  We use ML methods for generating insights (but do not put working models into production)
## 143                                                              No (we do not use ML methods)
## 144                  We are exploring ML methods (and may one day put a model into production)
## 145  We use ML methods for generating insights (but do not put working models into production)
## 146                                                                              I do not know
## 147     We have well established ML methods (i.e., models in production for more than 2 years)
## 148                                                                                       <NA>
## 149                                                                                       <NA>
## 150                  We are exploring ML methods (and may one day put a model into production)
## 151                                                                                       <NA>
## 152                  We are exploring ML methods (and may one day put a model into production)
## 153                  We are exploring ML methods (and may one day put a model into production)
## 154    We recently started using ML methods (i.e., models in production for less than 2 years)
## 155     We have well established ML methods (i.e., models in production for more than 2 years)
## 156    We recently started using ML methods (i.e., models in production for less than 2 years)
## 157  We use ML methods for generating insights (but do not put working models into production)
## 158     We have well established ML methods (i.e., models in production for more than 2 years)
## 159                  We are exploring ML methods (and may one day put a model into production)
## 160     We have well established ML methods (i.e., models in production for more than 2 years)
## 161                                                              No (we do not use ML methods)
## 162                                                              No (we do not use ML methods)
## 163                                                                                       <NA>
## 164                                                                                       <NA>
## 165     We have well established ML methods (i.e., models in production for more than 2 years)
## 166                                                              No (we do not use ML methods)
## 167     We have well established ML methods (i.e., models in production for more than 2 years)
## 168     We have well established ML methods (i.e., models in production for more than 2 years)
## 169  We use ML methods for generating insights (but do not put working models into production)
## 170                  We are exploring ML methods (and may one day put a model into production)
## 171                                                                                       <NA>
## 172                                                                                       <NA>
## 173     We have well established ML methods (i.e., models in production for more than 2 years)
## 174                                                                                       <NA>
## 175     We have well established ML methods (i.e., models in production for more than 2 years)
## 176                                                                                       <NA>
## 177    We recently started using ML methods (i.e., models in production for less than 2 years)
## 178     We have well established ML methods (i.e., models in production for more than 2 years)
## 179                                                                                       <NA>
## 180    We recently started using ML methods (i.e., models in production for less than 2 years)
## 181                                                              No (we do not use ML methods)
## 182  We use ML methods for generating insights (but do not put working models into production)
## 183                                                                              I do not know
## 184                                                                              I do not know
## 185     We have well established ML methods (i.e., models in production for more than 2 years)
## 186                                                              No (we do not use ML methods)
## 187                  We are exploring ML methods (and may one day put a model into production)
## 188    We recently started using ML methods (i.e., models in production for less than 2 years)
## 189     We have well established ML methods (i.e., models in production for more than 2 years)
## 190                  We are exploring ML methods (and may one day put a model into production)
## 191                                                                              I do not know
## 192     We have well established ML methods (i.e., models in production for more than 2 years)
## 193                                                                                       <NA>
## 194    We recently started using ML methods (i.e., models in production for less than 2 years)
## 195                                                                                       <NA>
## 196                                                                                       <NA>
## 197                                                                                       <NA>
## 198  We use ML methods for generating insights (but do not put working models into production)
## 199                                                                              I do not know
## 200     We have well established ML methods (i.e., models in production for more than 2 years)
## 201                                                                                       <NA>
## 202  We use ML methods for generating insights (but do not put working models into production)
## 203     We have well established ML methods (i.e., models in production for more than 2 years)
## 204                                                                                       <NA>
## 205                                                              No (we do not use ML methods)
## 206                                                              No (we do not use ML methods)
## 207    We recently started using ML methods (i.e., models in production for less than 2 years)
## 208  We use ML methods for generating insights (but do not put working models into production)
## 209  We use ML methods for generating insights (but do not put working models into production)
## 210                  We are exploring ML methods (and may one day put a model into production)
## 211                                                                                       <NA>
## 212     We have well established ML methods (i.e., models in production for more than 2 years)
## 213  We use ML methods for generating insights (but do not put working models into production)
## 214                                                                                       <NA>
## 215    We recently started using ML methods (i.e., models in production for less than 2 years)
## 216                                                                                       <NA>
## 217                  We are exploring ML methods (and may one day put a model into production)
## 218                                                                                       <NA>
## 219     We have well established ML methods (i.e., models in production for more than 2 years)
## 220    We recently started using ML methods (i.e., models in production for less than 2 years)
## 221  We use ML methods for generating insights (but do not put working models into production)
## 222    We recently started using ML methods (i.e., models in production for less than 2 years)
## 223    We recently started using ML methods (i.e., models in production for less than 2 years)
## 224    We recently started using ML methods (i.e., models in production for less than 2 years)
## 225                  We are exploring ML methods (and may one day put a model into production)
## 226    We recently started using ML methods (i.e., models in production for less than 2 years)
## 227                                                                                       <NA>
## 228                                                                                       <NA>
## 229                                                                                       <NA>
## 230     We have well established ML methods (i.e., models in production for more than 2 years)
## 231                                                                              I do not know
## 232                                                                                       <NA>
## 233     We have well established ML methods (i.e., models in production for more than 2 years)
## 234                  We are exploring ML methods (and may one day put a model into production)
## 235    We recently started using ML methods (i.e., models in production for less than 2 years)
## 236  We use ML methods for generating insights (but do not put working models into production)
## 237    We recently started using ML methods (i.e., models in production for less than 2 years)
## 238     We have well established ML methods (i.e., models in production for more than 2 years)
## 239                                                              No (we do not use ML methods)
## 240                                                              No (we do not use ML methods)
## 241     We have well established ML methods (i.e., models in production for more than 2 years)
## 242                  We are exploring ML methods (and may one day put a model into production)
## 243                                                                                       <NA>
## 244                                                                                       <NA>
## 245                  We are exploring ML methods (and may one day put a model into production)
## 246                                                                                       <NA>
## 247     We have well established ML methods (i.e., models in production for more than 2 years)
## 248                                                                                       <NA>
## 249    We recently started using ML methods (i.e., models in production for less than 2 years)
## 250                  We are exploring ML methods (and may one day put a model into production)
## 251    We recently started using ML methods (i.e., models in production for less than 2 years)
## 252  We use ML methods for generating insights (but do not put working models into production)
## 253    We recently started using ML methods (i.e., models in production for less than 2 years)
## 254     We have well established ML methods (i.e., models in production for more than 2 years)
## 255                                                              No (we do not use ML methods)
## 256    We recently started using ML methods (i.e., models in production for less than 2 years)
## 257                                                                                       <NA>
## 258  We use ML methods for generating insights (but do not put working models into production)
## 259     We have well established ML methods (i.e., models in production for more than 2 years)
## 260                                                              No (we do not use ML methods)
## 261    We recently started using ML methods (i.e., models in production for less than 2 years)
## 262     We have well established ML methods (i.e., models in production for more than 2 years)
## 263     We have well established ML methods (i.e., models in production for more than 2 years)
## 264     We have well established ML methods (i.e., models in production for more than 2 years)
## 265                                                                                       <NA>
## 266                                                                                       <NA>
## 267                  We are exploring ML methods (and may one day put a model into production)
## 268  We use ML methods for generating insights (but do not put working models into production)
## 269                                                                                       <NA>
## 270                                                              No (we do not use ML methods)
## 271     We have well established ML methods (i.e., models in production for more than 2 years)
## 272     We have well established ML methods (i.e., models in production for more than 2 years)
## 273    We recently started using ML methods (i.e., models in production for less than 2 years)
## 274                  We are exploring ML methods (and may one day put a model into production)
## 275                                                                                       <NA>
## 276                                                                                       <NA>
## 277                                                              No (we do not use ML methods)
## 278                                                                              I do not know
## 279    We recently started using ML methods (i.e., models in production for less than 2 years)
## 280    We recently started using ML methods (i.e., models in production for less than 2 years)
## 281                                                              No (we do not use ML methods)
## 282    We recently started using ML methods (i.e., models in production for less than 2 years)
## 283                                                                                       <NA>
## 284     We have well established ML methods (i.e., models in production for more than 2 years)
## 285                                                              No (we do not use ML methods)
## 286                                                                                       <NA>
## 287                                                                                       <NA>
## 288  We use ML methods for generating insights (but do not put working models into production)
## 289    We recently started using ML methods (i.e., models in production for less than 2 years)
## 290                                                                                       <NA>
## 291  We use ML methods for generating insights (but do not put working models into production)
## 292     We have well established ML methods (i.e., models in production for more than 2 years)
## 293  We use ML methods for generating insights (but do not put working models into production)
## 294    We recently started using ML methods (i.e., models in production for less than 2 years)
## 295     We have well established ML methods (i.e., models in production for more than 2 years)
## 296    We recently started using ML methods (i.e., models in production for less than 2 years)
## 297    We recently started using ML methods (i.e., models in production for less than 2 years)
## 298                                                                              I do not know
## 299     We have well established ML methods (i.e., models in production for more than 2 years)
## 300    We recently started using ML methods (i.e., models in production for less than 2 years)
## 301  We use ML methods for generating insights (but do not put working models into production)
## 302                  We are exploring ML methods (and may one day put a model into production)
## 303                  We are exploring ML methods (and may one day put a model into production)
## 304                                                              No (we do not use ML methods)
## 305                  We are exploring ML methods (and may one day put a model into production)
## 306    We recently started using ML methods (i.e., models in production for less than 2 years)
## 307                                                                                       <NA>
## 308                                                              No (we do not use ML methods)
## 309                                                                                       <NA>
## 310                                                                                       <NA>
## 311  We use ML methods for generating insights (but do not put working models into production)
## 312  We use ML methods for generating insights (but do not put working models into production)
## 313     We have well established ML methods (i.e., models in production for more than 2 years)
## 314    We recently started using ML methods (i.e., models in production for less than 2 years)
## 315                                                                                       <NA>
## 316  We use ML methods for generating insights (but do not put working models into production)
## 317                                                                                       <NA>
## 318                                                              No (we do not use ML methods)
## 319    We recently started using ML methods (i.e., models in production for less than 2 years)
## 320                                                                              I do not know
## 321     We have well established ML methods (i.e., models in production for more than 2 years)
## 322    We recently started using ML methods (i.e., models in production for less than 2 years)
## 323                  We are exploring ML methods (and may one day put a model into production)
## 324  We use ML methods for generating insights (but do not put working models into production)
## 325                                                                                       <NA>
## 326                                                              No (we do not use ML methods)
## 327                  We are exploring ML methods (and may one day put a model into production)
## 328                                                              No (we do not use ML methods)
## 329                                                                                       <NA>
## 330                                                              No (we do not use ML methods)
## 331                                                              No (we do not use ML methods)
## 332    We recently started using ML methods (i.e., models in production for less than 2 years)
## 333                                                                                       <NA>
## 334                                                              No (we do not use ML methods)
## 335    We recently started using ML methods (i.e., models in production for less than 2 years)
## 336                  We are exploring ML methods (and may one day put a model into production)
## 337    We recently started using ML methods (i.e., models in production for less than 2 years)
## 338                                                                              I do not know
## 339     We have well established ML methods (i.e., models in production for more than 2 years)
## 340                                                                              I do not know
## 341     We have well established ML methods (i.e., models in production for more than 2 years)
## 342                                                                                       <NA>
## 343    We recently started using ML methods (i.e., models in production for less than 2 years)
## 344                                                                              I do not know
## 345                                                                                       <NA>
## 346                                                                                       <NA>
## 347                                                                                       <NA>
## 348     We have well established ML methods (i.e., models in production for more than 2 years)
## 349                                                                                       <NA>
## 350                                                                                       <NA>
## 351                                                                                       <NA>
## 352     We have well established ML methods (i.e., models in production for more than 2 years)
## 353                                                                                       <NA>
## 354                                                                              I do not know
## 355                                                                                       <NA>
## 356                                                              No (we do not use ML methods)
## 357     We have well established ML methods (i.e., models in production for more than 2 years)
## 358     We have well established ML methods (i.e., models in production for more than 2 years)
## 359  We use ML methods for generating insights (but do not put working models into production)
## 360  We use ML methods for generating insights (but do not put working models into production)
## 361    We recently started using ML methods (i.e., models in production for less than 2 years)
## 362                  We are exploring ML methods (and may one day put a model into production)
## 363                  We are exploring ML methods (and may one day put a model into production)
## 364                  We are exploring ML methods (and may one day put a model into production)
## 365  We use ML methods for generating insights (but do not put working models into production)
## 366                                                              No (we do not use ML methods)
## 367                                                                                       <NA>
## 368                  We are exploring ML methods (and may one day put a model into production)
## 369                  We are exploring ML methods (and may one day put a model into production)
## 370    We recently started using ML methods (i.e., models in production for less than 2 years)
## 371                  We are exploring ML methods (and may one day put a model into production)
## 372  We use ML methods for generating insights (but do not put working models into production)
## 373  We use ML methods for generating insights (but do not put working models into production)
## 374                                                                                       <NA>
## 375                                                                                       <NA>
## 376    We recently started using ML methods (i.e., models in production for less than 2 years)
## 377                                                                              I do not know
## 378                                                              No (we do not use ML methods)
## 379    We recently started using ML methods (i.e., models in production for less than 2 years)
## 380                  We are exploring ML methods (and may one day put a model into production)
## 381                                                              No (we do not use ML methods)
## 382                                                              No (we do not use ML methods)
## 383                  We are exploring ML methods (and may one day put a model into production)
## 384    We recently started using ML methods (i.e., models in production for less than 2 years)
## 385     We have well established ML methods (i.e., models in production for more than 2 years)
## 386     We have well established ML methods (i.e., models in production for more than 2 years)
## 387    We recently started using ML methods (i.e., models in production for less than 2 years)
## 388                                                                              I do not know
## 389                                                              No (we do not use ML methods)
## 390    We recently started using ML methods (i.e., models in production for less than 2 years)
## 391                                                                                       <NA>
## 392                                                                                       <NA>
## 393                                                                              I do not know
## 394  We use ML methods for generating insights (but do not put working models into production)
## 395                  We are exploring ML methods (and may one day put a model into production)
## 396     We have well established ML methods (i.e., models in production for more than 2 years)
## 397     We have well established ML methods (i.e., models in production for more than 2 years)
## 398                                                                              I do not know
## 399     We have well established ML methods (i.e., models in production for more than 2 years)
## 400                                                                                       <NA>
## 401                  We are exploring ML methods (and may one day put a model into production)
## 402                                                                                       <NA>
## 403     We have well established ML methods (i.e., models in production for more than 2 years)
## 404                                                                                       <NA>
## 405                                                                                       <NA>
## 406                                                                                       <NA>
## 407     We have well established ML methods (i.e., models in production for more than 2 years)
## 408                  We are exploring ML methods (and may one day put a model into production)
## 409                                                                                       <NA>
## 410                                                              No (we do not use ML methods)
## 411                                                                                       <NA>
## 412                                                              No (we do not use ML methods)
## 413  We use ML methods for generating insights (but do not put working models into production)
## 414                                                                              I do not know
## 415                                                                              I do not know
## 416                                                                                       <NA>
## 417                  We are exploring ML methods (and may one day put a model into production)
## 418                                                              No (we do not use ML methods)
## 419                                                                                       <NA>
## 420                                                                                       <NA>
## 421                  We are exploring ML methods (and may one day put a model into production)
## 422     We have well established ML methods (i.e., models in production for more than 2 years)
## 423     We have well established ML methods (i.e., models in production for more than 2 years)
## 424                                                                                       <NA>
## 425                                                              No (we do not use ML methods)
## 426    We recently started using ML methods (i.e., models in production for less than 2 years)
## 427                                                                                       <NA>
## 428    We recently started using ML methods (i.e., models in production for less than 2 years)
## 429                  We are exploring ML methods (and may one day put a model into production)
## 430                                                                                       <NA>
## 431                  We are exploring ML methods (and may one day put a model into production)
## 432                                                                                       <NA>
## 433                                                                                       <NA>
## 434                                                                                       <NA>
## 435                                                                                       <NA>
## 436                  We are exploring ML methods (and may one day put a model into production)
## 437  We use ML methods for generating insights (but do not put working models into production)
## 438                                                              No (we do not use ML methods)
## 439                                                              No (we do not use ML methods)
## 440                                                                                       <NA>
## 441                                                                                       <NA>
## 442                                                                                       <NA>
## 443    We recently started using ML methods (i.e., models in production for less than 2 years)
## 444                                                                              I do not know
## 445                                                                                       <NA>
## 446                                                                                       <NA>
## 447    We recently started using ML methods (i.e., models in production for less than 2 years)
## 448                  We are exploring ML methods (and may one day put a model into production)
## 449  We use ML methods for generating insights (but do not put working models into production)
## 450     We have well established ML methods (i.e., models in production for more than 2 years)
## 451    We recently started using ML methods (i.e., models in production for less than 2 years)
## 452                                                                                       <NA>
## 453    We recently started using ML methods (i.e., models in production for less than 2 years)
## 454                                                                              I do not know
## 455     We have well established ML methods (i.e., models in production for more than 2 years)
## 456                  We are exploring ML methods (and may one day put a model into production)
## 457                                                              No (we do not use ML methods)
## 458     We have well established ML methods (i.e., models in production for more than 2 years)
## 459                                                                                       <NA>
## 460    We recently started using ML methods (i.e., models in production for less than 2 years)
## 461                                                                              I do not know
## 462                  We are exploring ML methods (and may one day put a model into production)
## 463     We have well established ML methods (i.e., models in production for more than 2 years)
## 464                                                                                       <NA>
## 465  We use ML methods for generating insights (but do not put working models into production)
## 466                                                                                       <NA>
## 467     We have well established ML methods (i.e., models in production for more than 2 years)
## 468                                                              No (we do not use ML methods)
## 469  We use ML methods for generating insights (but do not put working models into production)
## 470     We have well established ML methods (i.e., models in production for more than 2 years)
## 471                                                                                       <NA>
## 472     We have well established ML methods (i.e., models in production for more than 2 years)
## 473     We have well established ML methods (i.e., models in production for more than 2 years)
## 474                                                              No (we do not use ML methods)
## 475                                                                                       <NA>
## 476    We recently started using ML methods (i.e., models in production for less than 2 years)
## 477     We have well established ML methods (i.e., models in production for more than 2 years)
## 478    We recently started using ML methods (i.e., models in production for less than 2 years)
## 479                  We are exploring ML methods (and may one day put a model into production)
## 480                                                                                       <NA>
## 481                  We are exploring ML methods (and may one day put a model into production)
## 482                                                              No (we do not use ML methods)
## 483    We recently started using ML methods (i.e., models in production for less than 2 years)
## 484                                                              No (we do not use ML methods)
## 485                                                                                       <NA>
## 486                  We are exploring ML methods (and may one day put a model into production)
## 487     We have well established ML methods (i.e., models in production for more than 2 years)
## 488     We have well established ML methods (i.e., models in production for more than 2 years)
## 489                                                                                       <NA>
## 490                                                                                       <NA>
## 491    We recently started using ML methods (i.e., models in production for less than 2 years)
## 492                                                              No (we do not use ML methods)
## 493                                                              No (we do not use ML methods)
## 494     We have well established ML methods (i.e., models in production for more than 2 years)
## 495                  We are exploring ML methods (and may one day put a model into production)
## 496                  We are exploring ML methods (and may one day put a model into production)
## 497                  We are exploring ML methods (and may one day put a model into production)
## 498     We have well established ML methods (i.e., models in production for more than 2 years)
## 499     We have well established ML methods (i.e., models in production for more than 2 years)
## 500     We have well established ML methods (i.e., models in production for more than 2 years)
## 501                                                                                       <NA>
## 502                                                                              I do not know
## 503     We have well established ML methods (i.e., models in production for more than 2 years)
## 504     We have well established ML methods (i.e., models in production for more than 2 years)
## 505     We have well established ML methods (i.e., models in production for more than 2 years)
## 506     We have well established ML methods (i.e., models in production for more than 2 years)
## 507                                                                                       <NA>
## 508                  We are exploring ML methods (and may one day put a model into production)
## 509     We have well established ML methods (i.e., models in production for more than 2 years)
## 510                                                                                       <NA>
## 511  We use ML methods for generating insights (but do not put working models into production)
## 512                  We are exploring ML methods (and may one day put a model into production)
## 513     We have well established ML methods (i.e., models in production for more than 2 years)
## 514                                                              No (we do not use ML methods)
## 515     We have well established ML methods (i.e., models in production for more than 2 years)
## 516                                                                              I do not know
## 517                                                                                       <NA>
## 518  We use ML methods for generating insights (but do not put working models into production)
## 519                                                                                       <NA>
## 520     We have well established ML methods (i.e., models in production for more than 2 years)
## 521                                                              No (we do not use ML methods)
## 522                                                                                       <NA>
## 523    We recently started using ML methods (i.e., models in production for less than 2 years)
## 524                  We are exploring ML methods (and may one day put a model into production)
## 525                                                              No (we do not use ML methods)
## 526     We have well established ML methods (i.e., models in production for more than 2 years)
## 527    We recently started using ML methods (i.e., models in production for less than 2 years)
## 528                                                                                       <NA>
## 529    We recently started using ML methods (i.e., models in production for less than 2 years)
## 530                                                                                       <NA>
## 531                                                                                       <NA>
## 532    We recently started using ML methods (i.e., models in production for less than 2 years)
## 533     We have well established ML methods (i.e., models in production for more than 2 years)
## 534  We use ML methods for generating insights (but do not put working models into production)
## 535     We have well established ML methods (i.e., models in production for more than 2 years)
## 536                                                                                       <NA>
## 537                                                                                       <NA>
## 538                                                              No (we do not use ML methods)
## 539  We use ML methods for generating insights (but do not put working models into production)
## 540                                                                                       <NA>
## 541     We have well established ML methods (i.e., models in production for more than 2 years)
## 542  We use ML methods for generating insights (but do not put working models into production)
## 543                                                                                       <NA>
## 544                  We are exploring ML methods (and may one day put a model into production)
## 545                                                                                       <NA>
## 546     We have well established ML methods (i.e., models in production for more than 2 years)
## 547                  We are exploring ML methods (and may one day put a model into production)
## 548                                                                                       <NA>
## 549                                                                                       <NA>
## 550    We recently started using ML methods (i.e., models in production for less than 2 years)
## 551     We have well established ML methods (i.e., models in production for more than 2 years)
## 552    We recently started using ML methods (i.e., models in production for less than 2 years)
## 553     We have well established ML methods (i.e., models in production for more than 2 years)
## 554     We have well established ML methods (i.e., models in production for more than 2 years)
## 555                                                              No (we do not use ML methods)
## 556  We use ML methods for generating insights (but do not put working models into production)
## 557  We use ML methods for generating insights (but do not put working models into production)
## 558                                                                                       <NA>
## 559    We recently started using ML methods (i.e., models in production for less than 2 years)
## 560                                                                                       <NA>
## 561    We recently started using ML methods (i.e., models in production for less than 2 years)
## 562    We recently started using ML methods (i.e., models in production for less than 2 years)
## 563                                                                              I do not know
## 564                                                                                       <NA>
## 565     We have well established ML methods (i.e., models in production for more than 2 years)
## 566                  We are exploring ML methods (and may one day put a model into production)
## 567                  We are exploring ML methods (and may one day put a model into production)
## 568     We have well established ML methods (i.e., models in production for more than 2 years)
## 569                  We are exploring ML methods (and may one day put a model into production)
## 570     We have well established ML methods (i.e., models in production for more than 2 years)
## 571                                                                                       <NA>
## 572    We recently started using ML methods (i.e., models in production for less than 2 years)
## 573                  We are exploring ML methods (and may one day put a model into production)
## 574    We recently started using ML methods (i.e., models in production for less than 2 years)
## 575                                                                                       <NA>
## 576                  We are exploring ML methods (and may one day put a model into production)
## 577                  We are exploring ML methods (and may one day put a model into production)
## 578    We recently started using ML methods (i.e., models in production for less than 2 years)
## 579  We use ML methods for generating insights (but do not put working models into production)
## 580                                                                                       <NA>
## 581                  We are exploring ML methods (and may one day put a model into production)
## 582                                                                                       <NA>
## 583                                                              No (we do not use ML methods)
## 584                                                              No (we do not use ML methods)
## 585    We recently started using ML methods (i.e., models in production for less than 2 years)
## 586                                                              No (we do not use ML methods)
## 587                  We are exploring ML methods (and may one day put a model into production)
## 588     We have well established ML methods (i.e., models in production for more than 2 years)
## 589                                                                                       <NA>
## 590     We have well established ML methods (i.e., models in production for more than 2 years)
## 591                                                                                       <NA>
## 592                                                              No (we do not use ML methods)
## 593                                                                                       <NA>
## 594  We use ML methods for generating insights (but do not put working models into production)
## 595     We have well established ML methods (i.e., models in production for more than 2 years)
## 596                                                                                       <NA>
## 597                                                                                       <NA>
## 598                                                                                       <NA>
## 599                                                                                       <NA>
## 600                                                                                       <NA>
## 601                                                              No (we do not use ML methods)
## 602                                                                              I do not know
## 603                                                                                       <NA>
## 604                                                                                       <NA>
## 605                                                                                       <NA>
## 606                  We are exploring ML methods (and may one day put a model into production)
## 607  We use ML methods for generating insights (but do not put working models into production)
## 608     We have well established ML methods (i.e., models in production for more than 2 years)
## 609                                                                                       <NA>
## 610                  We are exploring ML methods (and may one day put a model into production)
## 611                                                              No (we do not use ML methods)
## 612                                                                              I do not know
## 613                                                                                       <NA>
## 614                  We are exploring ML methods (and may one day put a model into production)
## 615                  We are exploring ML methods (and may one day put a model into production)
## 616                                                              No (we do not use ML methods)
## 617                                                              No (we do not use ML methods)
## 618     We have well established ML methods (i.e., models in production for more than 2 years)
## 619     We have well established ML methods (i.e., models in production for more than 2 years)
## 620     We have well established ML methods (i.e., models in production for more than 2 years)
## 621     We have well established ML methods (i.e., models in production for more than 2 years)
## 622                                                                                       <NA>
## 623     We have well established ML methods (i.e., models in production for more than 2 years)
## 624                                                                                       <NA>
## 625                  We are exploring ML methods (and may one day put a model into production)
## 626     We have well established ML methods (i.e., models in production for more than 2 years)
## 627    We recently started using ML methods (i.e., models in production for less than 2 years)
## 628                                                                                       <NA>
## 629                  We are exploring ML methods (and may one day put a model into production)
## 630                                                              No (we do not use ML methods)
## 631     We have well established ML methods (i.e., models in production for more than 2 years)
## 632                                                                                       <NA>
## 633    We recently started using ML methods (i.e., models in production for less than 2 years)
## 634     We have well established ML methods (i.e., models in production for more than 2 years)
## 635    We recently started using ML methods (i.e., models in production for less than 2 years)
## 636                  We are exploring ML methods (and may one day put a model into production)
## 637  We use ML methods for generating insights (but do not put working models into production)
## 638                                                                                       <NA>
## 639                                                                                       <NA>
## 640                                                                                       <NA>
## 641                  We are exploring ML methods (and may one day put a model into production)
## 642                                                                                       <NA>
## 643     We have well established ML methods (i.e., models in production for more than 2 years)
## 644     We have well established ML methods (i.e., models in production for more than 2 years)
## 645     We have well established ML methods (i.e., models in production for more than 2 years)
## 646                                                                                       <NA>
## 647                                                                                       <NA>
## 648                                                                              I do not know
## 649  We use ML methods for generating insights (but do not put working models into production)
## 650                  We are exploring ML methods (and may one day put a model into production)
## 651                                                                                       <NA>
## 652                                                                                       <NA>
## 653     We have well established ML methods (i.e., models in production for more than 2 years)
## 654                                                                                       <NA>
## 655     We have well established ML methods (i.e., models in production for more than 2 years)
## 656                  We are exploring ML methods (and may one day put a model into production)
## 657                                                                              I do not know
## 658    We recently started using ML methods (i.e., models in production for less than 2 years)
## 659                                                                                       <NA>
## 660     We have well established ML methods (i.e., models in production for more than 2 years)
## 661    We recently started using ML methods (i.e., models in production for less than 2 years)
## 662                                                                                       <NA>
## 663     We have well established ML methods (i.e., models in production for more than 2 years)
## 664                                                                                       <NA>
## 665     We have well established ML methods (i.e., models in production for more than 2 years)
## 666                                                              No (we do not use ML methods)
## 667                                                                                       <NA>
## 668                                                                                       <NA>
## 669                                                              No (we do not use ML methods)
## 670                                                                                       <NA>
## 671    We recently started using ML methods (i.e., models in production for less than 2 years)
## 672                                                                                       <NA>
## 673                  We are exploring ML methods (and may one day put a model into production)
## 674                  We are exploring ML methods (and may one day put a model into production)
## 675     We have well established ML methods (i.e., models in production for more than 2 years)
## 676    We recently started using ML methods (i.e., models in production for less than 2 years)
## 677                                                              No (we do not use ML methods)
## 678                                                                                       <NA>
## 679                                                                                       <NA>
## 680                                                              No (we do not use ML methods)
## 681                                                                              I do not know
## 682    We recently started using ML methods (i.e., models in production for less than 2 years)
## 683     We have well established ML methods (i.e., models in production for more than 2 years)
## 684    We recently started using ML methods (i.e., models in production for less than 2 years)
## 685                                                                                       <NA>
## 686                                                                                       <NA>
## 687    We recently started using ML methods (i.e., models in production for less than 2 years)
## 688                                                                                       <NA>
## 689                  We are exploring ML methods (and may one day put a model into production)
## 690     We have well established ML methods (i.e., models in production for more than 2 years)
## 691                  We are exploring ML methods (and may one day put a model into production)
## 692     We have well established ML methods (i.e., models in production for more than 2 years)
## 693  We use ML methods for generating insights (but do not put working models into production)
## 694     We have well established ML methods (i.e., models in production for more than 2 years)
## 695  We use ML methods for generating insights (but do not put working models into production)
## 696                                                                                       <NA>
## 697  We use ML methods for generating insights (but do not put working models into production)
## 698    We recently started using ML methods (i.e., models in production for less than 2 years)
## 699    We recently started using ML methods (i.e., models in production for less than 2 years)
## 700     We have well established ML methods (i.e., models in production for more than 2 years)
## 701     We have well established ML methods (i.e., models in production for more than 2 years)
## 702                                                                                       <NA>
## 703                                                                                       <NA>
## 704                  We are exploring ML methods (and may one day put a model into production)
## 705     We have well established ML methods (i.e., models in production for more than 2 years)
## 706                                                                              I do not know
## 707     We have well established ML methods (i.e., models in production for more than 2 years)
## 708     We have well established ML methods (i.e., models in production for more than 2 years)
## 709                                                                                       <NA>
## 710                                                                                       <NA>
## 711    We recently started using ML methods (i.e., models in production for less than 2 years)
## 712                                                              No (we do not use ML methods)
## 713  We use ML methods for generating insights (but do not put working models into production)
## 714    We recently started using ML methods (i.e., models in production for less than 2 years)
## 715                                                                                       <NA>
## 716                                                              No (we do not use ML methods)
## 717                  We are exploring ML methods (and may one day put a model into production)
## 718                                                                                       <NA>
## 719                                                                                       <NA>
## 720    We recently started using ML methods (i.e., models in production for less than 2 years)
## 721                                                                              I do not know
## 722                                                                                       <NA>
## 723                                                                                       <NA>
## 724    We recently started using ML methods (i.e., models in production for less than 2 years)
## 725                                                              No (we do not use ML methods)
## 726  We use ML methods for generating insights (but do not put working models into production)
## 727     We have well established ML methods (i.e., models in production for more than 2 years)
## 728                  We are exploring ML methods (and may one day put a model into production)
## 729     We have well established ML methods (i.e., models in production for more than 2 years)
## 730                                                                                       <NA>
## 731    We recently started using ML methods (i.e., models in production for less than 2 years)
## 732                                                                                       <NA>
## 733    We recently started using ML methods (i.e., models in production for less than 2 years)
## 734  We use ML methods for generating insights (but do not put working models into production)
## 735    We recently started using ML methods (i.e., models in production for less than 2 years)
## 736                  We are exploring ML methods (and may one day put a model into production)
## 737                  We are exploring ML methods (and may one day put a model into production)
## 738                                                                                       <NA>
## 739                                                                                       <NA>
## 740  We use ML methods for generating insights (but do not put working models into production)
## 741     We have well established ML methods (i.e., models in production for more than 2 years)
## 742                                                                                       <NA>
## 743                                                              No (we do not use ML methods)
## 744     We have well established ML methods (i.e., models in production for more than 2 years)
## 745                                                              No (we do not use ML methods)
## 746  We use ML methods for generating insights (but do not put working models into production)
## 747                                                                                       <NA>
## 748                                                                                       <NA>
## 749     We have well established ML methods (i.e., models in production for more than 2 years)
## 750    We recently started using ML methods (i.e., models in production for less than 2 years)
## 751                                                                              I do not know
## 752                                                                                       <NA>
## 753  We use ML methods for generating insights (but do not put working models into production)
## 754     We have well established ML methods (i.e., models in production for more than 2 years)
## 755                  We are exploring ML methods (and may one day put a model into production)
## 756    We recently started using ML methods (i.e., models in production for less than 2 years)
## 757                                                              No (we do not use ML methods)
## 758                                                              No (we do not use ML methods)
## 759  We use ML methods for generating insights (but do not put working models into production)
## 760                  We are exploring ML methods (and may one day put a model into production)
## 761    We recently started using ML methods (i.e., models in production for less than 2 years)
## 762                                                                              I do not know
## 763                                                                              I do not know
## 764    We recently started using ML methods (i.e., models in production for less than 2 years)
## 765                                                                              I do not know
## 766     We have well established ML methods (i.e., models in production for more than 2 years)
## 767                                                              No (we do not use ML methods)
## 768     We have well established ML methods (i.e., models in production for more than 2 years)
## 769                                                              No (we do not use ML methods)
## 770    We recently started using ML methods (i.e., models in production for less than 2 years)
## 771  We use ML methods for generating insights (but do not put working models into production)
## 772     We have well established ML methods (i.e., models in production for more than 2 years)
## 773     We have well established ML methods (i.e., models in production for more than 2 years)
## 774     We have well established ML methods (i.e., models in production for more than 2 years)
## 775                                                                                       <NA>
## 776                                                                                       <NA>
## 777                                                              No (we do not use ML methods)
## 778     We have well established ML methods (i.e., models in production for more than 2 years)
## 779                                                                                       <NA>
## 780    We recently started using ML methods (i.e., models in production for less than 2 years)
## 781                                                                                       <NA>
## 782    We recently started using ML methods (i.e., models in production for less than 2 years)
## 783                                                                              I do not know
## 784    We recently started using ML methods (i.e., models in production for less than 2 years)
## 785                                                                                       <NA>
## 786    We recently started using ML methods (i.e., models in production for less than 2 years)
## 787                                                                                       <NA>
## 788                                                                                       <NA>
## 789    We recently started using ML methods (i.e., models in production for less than 2 years)
## 790    We recently started using ML methods (i.e., models in production for less than 2 years)
## 791                                                                                       <NA>
## 792  We use ML methods for generating insights (but do not put working models into production)
## 793  We use ML methods for generating insights (but do not put working models into production)
## 794                                                                                       <NA>
## 795                  We are exploring ML methods (and may one day put a model into production)
## 796     We have well established ML methods (i.e., models in production for more than 2 years)
## 797     We have well established ML methods (i.e., models in production for more than 2 years)
## 798                                                                                       <NA>
## 799    We recently started using ML methods (i.e., models in production for less than 2 years)
## 800                  We are exploring ML methods (and may one day put a model into production)
## 801                  We are exploring ML methods (and may one day put a model into production)
## 802                  We are exploring ML methods (and may one day put a model into production)
## 803                  We are exploring ML methods (and may one day put a model into production)
## 804    We recently started using ML methods (i.e., models in production for less than 2 years)
## 805                                                                              I do not know
## 806                  We are exploring ML methods (and may one day put a model into production)
## 807                  We are exploring ML methods (and may one day put a model into production)
## 808  We use ML methods for generating insights (but do not put working models into production)
## 809                                                                              I do not know
## 810    We recently started using ML methods (i.e., models in production for less than 2 years)
## 811                  We are exploring ML methods (and may one day put a model into production)
## 812                                                                                       <NA>
## 813                                                                                       <NA>
## 814                  We are exploring ML methods (and may one day put a model into production)
## 815  We use ML methods for generating insights (but do not put working models into production)
## 816                                                                                       <NA>
## 817    We recently started using ML methods (i.e., models in production for less than 2 years)
## 818    We recently started using ML methods (i.e., models in production for less than 2 years)
## 819                                                                                       <NA>
## 820                  We are exploring ML methods (and may one day put a model into production)
## 821                                                                                       <NA>
## 822                                                              No (we do not use ML methods)
## 823                  We are exploring ML methods (and may one day put a model into production)
## 824                                                              No (we do not use ML methods)
## 825     We have well established ML methods (i.e., models in production for more than 2 years)
## 826     We have well established ML methods (i.e., models in production for more than 2 years)
## 827                                                              No (we do not use ML methods)
## 828     We have well established ML methods (i.e., models in production for more than 2 years)
## 829     We have well established ML methods (i.e., models in production for more than 2 years)
## 830     We have well established ML methods (i.e., models in production for more than 2 years)
## 831    We recently started using ML methods (i.e., models in production for less than 2 years)
## 832    We recently started using ML methods (i.e., models in production for less than 2 years)
## 833                  We are exploring ML methods (and may one day put a model into production)
## 834    We recently started using ML methods (i.e., models in production for less than 2 years)
## 835                  We are exploring ML methods (and may one day put a model into production)
## 836                                                                                       <NA>
## 837                                                                                       <NA>
## 838  We use ML methods for generating insights (but do not put working models into production)
## 839                                                              No (we do not use ML methods)
## 840  We use ML methods for generating insights (but do not put working models into production)
## 841                  We are exploring ML methods (and may one day put a model into production)
## 842                                                                                       <NA>
## 843                                                                              I do not know
## 844  We use ML methods for generating insights (but do not put working models into production)
## 845     We have well established ML methods (i.e., models in production for more than 2 years)
## 846                                                                                       <NA>
## 847                  We are exploring ML methods (and may one day put a model into production)
## 848     We have well established ML methods (i.e., models in production for more than 2 years)
## 849                                                                                       <NA>
## 850  We use ML methods for generating insights (but do not put working models into production)
## 851     We have well established ML methods (i.e., models in production for more than 2 years)
## 852    We recently started using ML methods (i.e., models in production for less than 2 years)
## 853  We use ML methods for generating insights (but do not put working models into production)
## 854     We have well established ML methods (i.e., models in production for more than 2 years)
## 855                  We are exploring ML methods (and may one day put a model into production)
## 856                  We are exploring ML methods (and may one day put a model into production)
## 857     We have well established ML methods (i.e., models in production for more than 2 years)
## 858                                                                                       <NA>
## 859                                                                                       <NA>
## 860                                                                                       <NA>
## 861                                                                                       <NA>
## 862                                                                                       <NA>
## 863                                                              No (we do not use ML methods)
## 864                  We are exploring ML methods (and may one day put a model into production)
## 865    We recently started using ML methods (i.e., models in production for less than 2 years)
## 866    We recently started using ML methods (i.e., models in production for less than 2 years)
## 867                                                              No (we do not use ML methods)
## 868                                                                                       <NA>
## 869                                                                                       <NA>
## 870                                                                                       <NA>
## 871                                                                              I do not know
## 872    We recently started using ML methods (i.e., models in production for less than 2 years)
## 873     We have well established ML methods (i.e., models in production for more than 2 years)
## 874                                                                                       <NA>
## 875     We have well established ML methods (i.e., models in production for more than 2 years)
## 876                  We are exploring ML methods (and may one day put a model into production)
## 877  We use ML methods for generating insights (but do not put working models into production)
## 878                                                              No (we do not use ML methods)
## 879                                                              No (we do not use ML methods)
## 880    We recently started using ML methods (i.e., models in production for less than 2 years)
## 881                                                                                       <NA>
## 882                  We are exploring ML methods (and may one day put a model into production)
## 883    We recently started using ML methods (i.e., models in production for less than 2 years)
## 884                                                                                       <NA>
## 885                                                                                       <NA>
## 886                                                                              I do not know
## 887                  We are exploring ML methods (and may one day put a model into production)
## 888                                                                                       <NA>
## 889                                                                                       <NA>
## 890  We use ML methods for generating insights (but do not put working models into production)
## 891     We have well established ML methods (i.e., models in production for more than 2 years)
## 892     We have well established ML methods (i.e., models in production for more than 2 years)
## 893                                                              No (we do not use ML methods)
## 894                                                              No (we do not use ML methods)
## 895                  We are exploring ML methods (and may one day put a model into production)
## 896                                                                                       <NA>
## 897                                                                                       <NA>
## 898                                                                              I do not know
## 899     We have well established ML methods (i.e., models in production for more than 2 years)
## 900                                                              No (we do not use ML methods)
## 901                                                                                       <NA>
## 902                                                                                       <NA>
## 903                  We are exploring ML methods (and may one day put a model into production)
## 904                  We are exploring ML methods (and may one day put a model into production)
## 905  We use ML methods for generating insights (but do not put working models into production)
## 906                  We are exploring ML methods (and may one day put a model into production)
## 907                                                                              I do not know
## 908                  We are exploring ML methods (and may one day put a model into production)
## 909                                                                                       <NA>
## 910    We recently started using ML methods (i.e., models in production for less than 2 years)
## 911                  We are exploring ML methods (and may one day put a model into production)
## 912    We recently started using ML methods (i.e., models in production for less than 2 years)
## 913                                                                                       <NA>
## 914     We have well established ML methods (i.e., models in production for more than 2 years)
## 915                  We are exploring ML methods (and may one day put a model into production)
## 916    We recently started using ML methods (i.e., models in production for less than 2 years)
## 917                                                              No (we do not use ML methods)
## 918    We recently started using ML methods (i.e., models in production for less than 2 years)
## 919    We recently started using ML methods (i.e., models in production for less than 2 years)
## 920                                                                                       <NA>
## 921                                                                                       <NA>
## 922                                                                                       <NA>
## 923     We have well established ML methods (i.e., models in production for more than 2 years)
## 924                                                                                       <NA>
## 925                                                              No (we do not use ML methods)
## 926                                                                                       <NA>
## 927                                                                                       <NA>
## 928                  We are exploring ML methods (and may one day put a model into production)
## 929    We recently started using ML methods (i.e., models in production for less than 2 years)
## 930                  We are exploring ML methods (and may one day put a model into production)
## 931                                                                                       <NA>
## 932                                                                                       <NA>
## 933                                                                                       <NA>
## 934    We recently started using ML methods (i.e., models in production for less than 2 years)
## 935    We recently started using ML methods (i.e., models in production for less than 2 years)
## 936                                                                                       <NA>
## 937                                                                              I do not know
## 938                                                              No (we do not use ML methods)
## 939                                                                                       <NA>
## 940  We use ML methods for generating insights (but do not put working models into production)
## 941                  We are exploring ML methods (and may one day put a model into production)
## 942                  We are exploring ML methods (and may one day put a model into production)
## 943     We have well established ML methods (i.e., models in production for more than 2 years)
## 944    We recently started using ML methods (i.e., models in production for less than 2 years)
## 945                                                              No (we do not use ML methods)
## 946                  We are exploring ML methods (and may one day put a model into production)
## 947                                                                                       <NA>
## 948     We have well established ML methods (i.e., models in production for more than 2 years)
## 949    We recently started using ML methods (i.e., models in production for less than 2 years)
## 950                  We are exploring ML methods (and may one day put a model into production)
## 951                                                              No (we do not use ML methods)
## 952                                                                                       <NA>
## 953                                                                              I do not know
## 954  We use ML methods for generating insights (but do not put working models into production)
## 955                  We are exploring ML methods (and may one day put a model into production)
## 956     We have well established ML methods (i.e., models in production for more than 2 years)
## 957                                                                              I do not know
## 958                                                                                       <NA>
## 959                                                                                       <NA>
## 960                  We are exploring ML methods (and may one day put a model into production)
## 961                                                              No (we do not use ML methods)
## 962                                                              No (we do not use ML methods)
## 963                  We are exploring ML methods (and may one day put a model into production)
## 964                                                                                       <NA>
## 965    We recently started using ML methods (i.e., models in production for less than 2 years)
## 966  We use ML methods for generating insights (but do not put working models into production)
## 967                  We are exploring ML methods (and may one day put a model into production)
## 968                                                                                       <NA>
## 969                                                              No (we do not use ML methods)
## 970                                                              No (we do not use ML methods)
## 971    We recently started using ML methods (i.e., models in production for less than 2 years)
## 972     We have well established ML methods (i.e., models in production for more than 2 years)
## 973     We have well established ML methods (i.e., models in production for more than 2 years)
## 974                                                                                       <NA>
## 975                  We are exploring ML methods (and may one day put a model into production)
## 976                  We are exploring ML methods (and may one day put a model into production)
## 977  We use ML methods for generating insights (but do not put working models into production)
## 978                  We are exploring ML methods (and may one day put a model into production)
## 979                                                                                       <NA>
## 980                                                                                       <NA>
## 981                                                                                       <NA>
## 982                                                              No (we do not use ML methods)
## 983                                                                                       <NA>
## 984  We use ML methods for generating insights (but do not put working models into production)
## 985     We have well established ML methods (i.e., models in production for more than 2 years)
## 986                                                                                       <NA>
## 987  We use ML methods for generating insights (but do not put working models into production)
## 988     We have well established ML methods (i.e., models in production for more than 2 years)
## 989                  We are exploring ML methods (and may one day put a model into production)
## 990                                                              No (we do not use ML methods)
## 991  We use ML methods for generating insights (but do not put working models into production)
## 992     We have well established ML methods (i.e., models in production for more than 2 years)
## 993    We recently started using ML methods (i.e., models in production for less than 2 years)
## 994  We use ML methods for generating insights (but do not put working models into production)
## 995  We use ML methods for generating insights (but do not put working models into production)
## 996    We recently started using ML methods (i.e., models in production for less than 2 years)
## 997                                                              No (we do not use ML methods)
## 998                                                                                       <NA>
## 999    We recently started using ML methods (i.e., models in production for less than 2 years)
## 1000                                                                                      <NA>
## 1001 We use ML methods for generating insights (but do not put working models into production)
## 1002    We have well established ML methods (i.e., models in production for more than 2 years)
## 1003                                                                                      <NA>
## 1004                                                             No (we do not use ML methods)
## 1005   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1006    We have well established ML methods (i.e., models in production for more than 2 years)
## 1007    We have well established ML methods (i.e., models in production for more than 2 years)
## 1008 We use ML methods for generating insights (but do not put working models into production)
## 1009    We have well established ML methods (i.e., models in production for more than 2 years)
## 1010                                                                                      <NA>
## 1011    We have well established ML methods (i.e., models in production for more than 2 years)
## 1012                 We are exploring ML methods (and may one day put a model into production)
## 1013                                                                                      <NA>
## 1014                 We are exploring ML methods (and may one day put a model into production)
## 1015                 We are exploring ML methods (and may one day put a model into production)
## 1016    We have well established ML methods (i.e., models in production for more than 2 years)
## 1017   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1018   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1019 We use ML methods for generating insights (but do not put working models into production)
## 1020                                                             No (we do not use ML methods)
## 1021   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1022    We have well established ML methods (i.e., models in production for more than 2 years)
## 1023                 We are exploring ML methods (and may one day put a model into production)
## 1024    We have well established ML methods (i.e., models in production for more than 2 years)
## 1025   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1026                                                                                      <NA>
## 1027                                                             No (we do not use ML methods)
## 1028                 We are exploring ML methods (and may one day put a model into production)
## 1029 We use ML methods for generating insights (but do not put working models into production)
## 1030                 We are exploring ML methods (and may one day put a model into production)
## 1031   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1032                                                                                      <NA>
## 1033                 We are exploring ML methods (and may one day put a model into production)
## 1034                                                             No (we do not use ML methods)
## 1035    We have well established ML methods (i.e., models in production for more than 2 years)
## 1036                 We are exploring ML methods (and may one day put a model into production)
## 1037   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1038                 We are exploring ML methods (and may one day put a model into production)
## 1039 We use ML methods for generating insights (but do not put working models into production)
## 1040   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1041    We have well established ML methods (i.e., models in production for more than 2 years)
## 1042    We have well established ML methods (i.e., models in production for more than 2 years)
## 1043                 We are exploring ML methods (and may one day put a model into production)
## 1044    We have well established ML methods (i.e., models in production for more than 2 years)
## 1045 We use ML methods for generating insights (but do not put working models into production)
## 1046                                                                                      <NA>
## 1047   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1048                                                             No (we do not use ML methods)
## 1049                                                             No (we do not use ML methods)
## 1050                                                                             I do not know
## 1051    We have well established ML methods (i.e., models in production for more than 2 years)
## 1052                                                                                      <NA>
## 1053                 We are exploring ML methods (and may one day put a model into production)
## 1054    We have well established ML methods (i.e., models in production for more than 2 years)
## 1055 We use ML methods for generating insights (but do not put working models into production)
## 1056                                                                             I do not know
## 1057    We have well established ML methods (i.e., models in production for more than 2 years)
## 1058   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1059                                                                                      <NA>
## 1060 We use ML methods for generating insights (but do not put working models into production)
## 1061   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1062                 We are exploring ML methods (and may one day put a model into production)
## 1063                                                                                      <NA>
## 1064                                                             No (we do not use ML methods)
## 1065                 We are exploring ML methods (and may one day put a model into production)
## 1066                 We are exploring ML methods (and may one day put a model into production)
## 1067                                                                                      <NA>
## 1068    We have well established ML methods (i.e., models in production for more than 2 years)
## 1069    We have well established ML methods (i.e., models in production for more than 2 years)
## 1070    We have well established ML methods (i.e., models in production for more than 2 years)
## 1071                                                             No (we do not use ML methods)
## 1072   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1073                                                                                      <NA>
## 1074                                                             No (we do not use ML methods)
## 1075                                                             No (we do not use ML methods)
## 1076                                                                                      <NA>
## 1077   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1078                                                                                      <NA>
## 1079   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1080                                                             No (we do not use ML methods)
## 1081 We use ML methods for generating insights (but do not put working models into production)
## 1082                                                                                      <NA>
## 1083    We have well established ML methods (i.e., models in production for more than 2 years)
## 1084 We use ML methods for generating insights (but do not put working models into production)
## 1085 We use ML methods for generating insights (but do not put working models into production)
## 1086                 We are exploring ML methods (and may one day put a model into production)
## 1087                                                             No (we do not use ML methods)
## 1088                                                                                      <NA>
## 1089    We have well established ML methods (i.e., models in production for more than 2 years)
## 1090                                                             No (we do not use ML methods)
## 1091   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1092                                                                                      <NA>
## 1093    We have well established ML methods (i.e., models in production for more than 2 years)
## 1094                                                                                      <NA>
## 1095                 We are exploring ML methods (and may one day put a model into production)
## 1096                 We are exploring ML methods (and may one day put a model into production)
## 1097                                                             No (we do not use ML methods)
## 1098   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1099                                                                                      <NA>
## 1100   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1101 We use ML methods for generating insights (but do not put working models into production)
## 1102                                                             No (we do not use ML methods)
## 1103    We have well established ML methods (i.e., models in production for more than 2 years)
## 1104                                                             No (we do not use ML methods)
## 1105   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1106                                                                                      <NA>
## 1107 We use ML methods for generating insights (but do not put working models into production)
## 1108 We use ML methods for generating insights (but do not put working models into production)
## 1109                                                                             I do not know
## 1110                                                                                      <NA>
## 1111 We use ML methods for generating insights (but do not put working models into production)
## 1112    We have well established ML methods (i.e., models in production for more than 2 years)
## 1113                                                             No (we do not use ML methods)
## 1114                                                                                      <NA>
## 1115                                                                                      <NA>
## 1116                 We are exploring ML methods (and may one day put a model into production)
## 1117   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1118                 We are exploring ML methods (and may one day put a model into production)
## 1119   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1120    We have well established ML methods (i.e., models in production for more than 2 years)
## 1121    We have well established ML methods (i.e., models in production for more than 2 years)
## 1122                                                                                      <NA>
## 1123                 We are exploring ML methods (and may one day put a model into production)
## 1124   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1125   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1126   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1127   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1128 We use ML methods for generating insights (but do not put working models into production)
## 1129                                                             No (we do not use ML methods)
## 1130                                                             No (we do not use ML methods)
## 1131    We have well established ML methods (i.e., models in production for more than 2 years)
## 1132    We have well established ML methods (i.e., models in production for more than 2 years)
## 1133                                                                             I do not know
## 1134                                                                                      <NA>
## 1135    We have well established ML methods (i.e., models in production for more than 2 years)
## 1136                                                             No (we do not use ML methods)
## 1137                                                                                      <NA>
## 1138   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1139    We have well established ML methods (i.e., models in production for more than 2 years)
## 1140                 We are exploring ML methods (and may one day put a model into production)
## 1141                                                             No (we do not use ML methods)
## 1142                 We are exploring ML methods (and may one day put a model into production)
## 1143                                                                                      <NA>
## 1144    We have well established ML methods (i.e., models in production for more than 2 years)
## 1145                 We are exploring ML methods (and may one day put a model into production)
## 1146                                                                             I do not know
## 1147                                                                                      <NA>
## 1148                                                                                      <NA>
## 1149                 We are exploring ML methods (and may one day put a model into production)
## 1150                                                                             I do not know
## 1151                                                                                      <NA>
## 1152    We have well established ML methods (i.e., models in production for more than 2 years)
## 1153   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1154   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1155                 We are exploring ML methods (and may one day put a model into production)
## 1156                                                             No (we do not use ML methods)
## 1157 We use ML methods for generating insights (but do not put working models into production)
## 1158    We have well established ML methods (i.e., models in production for more than 2 years)
## 1159 We use ML methods for generating insights (but do not put working models into production)
## 1160    We have well established ML methods (i.e., models in production for more than 2 years)
## 1161 We use ML methods for generating insights (but do not put working models into production)
## 1162                                                                                      <NA>
## 1163    We have well established ML methods (i.e., models in production for more than 2 years)
## 1164 We use ML methods for generating insights (but do not put working models into production)
## 1165                                                                                      <NA>
## 1166                                                                                      <NA>
## 1167                                                                                      <NA>
## 1168                                                                                      <NA>
## 1169                                                                                      <NA>
## 1170                                                                                      <NA>
## 1171                 We are exploring ML methods (and may one day put a model into production)
## 1172   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1173                 We are exploring ML methods (and may one day put a model into production)
## 1174                                                                                      <NA>
## 1175    We have well established ML methods (i.e., models in production for more than 2 years)
## 1176                                                                                      <NA>
## 1177                 We are exploring ML methods (and may one day put a model into production)
## 1178                 We are exploring ML methods (and may one day put a model into production)
## 1179                                                             No (we do not use ML methods)
## 1180   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1181                 We are exploring ML methods (and may one day put a model into production)
## 1182                                                                                      <NA>
## 1183                                                                             I do not know
## 1184                                                                                      <NA>
## 1185    We have well established ML methods (i.e., models in production for more than 2 years)
## 1186                                                                                      <NA>
## 1187                                                                                      <NA>
## 1188                                                                                      <NA>
## 1189                                                                                      <NA>
## 1190    We have well established ML methods (i.e., models in production for more than 2 years)
## 1191   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1192                 We are exploring ML methods (and may one day put a model into production)
## 1193                                                                                      <NA>
## 1194 We use ML methods for generating insights (but do not put working models into production)
## 1195 We use ML methods for generating insights (but do not put working models into production)
## 1196                                                                                      <NA>
## 1197   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1198                 We are exploring ML methods (and may one day put a model into production)
## 1199    We have well established ML methods (i.e., models in production for more than 2 years)
## 1200                                                                             I do not know
## 1201                                                             No (we do not use ML methods)
## 1202                 We are exploring ML methods (and may one day put a model into production)
## 1203   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1204   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1205   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1206 We use ML methods for generating insights (but do not put working models into production)
## 1207                                                                                      <NA>
## 1208    We have well established ML methods (i.e., models in production for more than 2 years)
## 1209                                                                                      <NA>
## 1210                                                                                      <NA>
## 1211                                                                                      <NA>
## 1212                                                                                      <NA>
## 1213    We have well established ML methods (i.e., models in production for more than 2 years)
## 1214                                                                                      <NA>
## 1215   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1216                                                             No (we do not use ML methods)
## 1217   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1218                                                                                      <NA>
## 1219   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1220    We have well established ML methods (i.e., models in production for more than 2 years)
## 1221                 We are exploring ML methods (and may one day put a model into production)
## 1222                 We are exploring ML methods (and may one day put a model into production)
## 1223                                                                                      <NA>
## 1224                                                                                      <NA>
## 1225   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1226                                                                                      <NA>
## 1227   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1228                                                                                      <NA>
## 1229   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1230   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1231                 We are exploring ML methods (and may one day put a model into production)
## 1232                                                             No (we do not use ML methods)
## 1233 We use ML methods for generating insights (but do not put working models into production)
## 1234    We have well established ML methods (i.e., models in production for more than 2 years)
## 1235 We use ML methods for generating insights (but do not put working models into production)
## 1236   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1237    We have well established ML methods (i.e., models in production for more than 2 years)
## 1238   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1239                                                                                      <NA>
## 1240    We have well established ML methods (i.e., models in production for more than 2 years)
## 1241 We use ML methods for generating insights (but do not put working models into production)
## 1242                                                                                      <NA>
## 1243                                                                                      <NA>
## 1244    We have well established ML methods (i.e., models in production for more than 2 years)
## 1245   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1246                                                             No (we do not use ML methods)
## 1247                 We are exploring ML methods (and may one day put a model into production)
## 1248    We have well established ML methods (i.e., models in production for more than 2 years)
## 1249    We have well established ML methods (i.e., models in production for more than 2 years)
## 1250    We have well established ML methods (i.e., models in production for more than 2 years)
## 1251                                                                                      <NA>
## 1252                                                                                      <NA>
## 1253   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1254   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1255                 We are exploring ML methods (and may one day put a model into production)
## 1256    We have well established ML methods (i.e., models in production for more than 2 years)
## 1257                 We are exploring ML methods (and may one day put a model into production)
## 1258                 We are exploring ML methods (and may one day put a model into production)
## 1259                                                             No (we do not use ML methods)
## 1260                 We are exploring ML methods (and may one day put a model into production)
## 1261    We have well established ML methods (i.e., models in production for more than 2 years)
## 1262                                                             No (we do not use ML methods)
## 1263                 We are exploring ML methods (and may one day put a model into production)
## 1264    We have well established ML methods (i.e., models in production for more than 2 years)
## 1265   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1266    We have well established ML methods (i.e., models in production for more than 2 years)
## 1267    We have well established ML methods (i.e., models in production for more than 2 years)
## 1268   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1269                                                                                      <NA>
## 1270                                                                                      <NA>
## 1271                 We are exploring ML methods (and may one day put a model into production)
## 1272 We use ML methods for generating insights (but do not put working models into production)
## 1273                                                                                      <NA>
## 1274                 We are exploring ML methods (and may one day put a model into production)
## 1275   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1276                                                             No (we do not use ML methods)
## 1277    We have well established ML methods (i.e., models in production for more than 2 years)
## 1278                                                                             I do not know
## 1279   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1280 We use ML methods for generating insights (but do not put working models into production)
## 1281    We have well established ML methods (i.e., models in production for more than 2 years)
## 1282                                                             No (we do not use ML methods)
## 1283   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1284   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1285                                                                             I do not know
## 1286                 We are exploring ML methods (and may one day put a model into production)
## 1287                                                                                      <NA>
## 1288                                                                                      <NA>
## 1289   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1290                 We are exploring ML methods (and may one day put a model into production)
## 1291                 We are exploring ML methods (and may one day put a model into production)
## 1292                                                                                      <NA>
## 1293                 We are exploring ML methods (and may one day put a model into production)
## 1294   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1295    We have well established ML methods (i.e., models in production for more than 2 years)
## 1296   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1297    We have well established ML methods (i.e., models in production for more than 2 years)
## 1298                                                             No (we do not use ML methods)
## 1299    We have well established ML methods (i.e., models in production for more than 2 years)
## 1300                 We are exploring ML methods (and may one day put a model into production)
## 1301    We have well established ML methods (i.e., models in production for more than 2 years)
## 1302   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1303   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1304    We have well established ML methods (i.e., models in production for more than 2 years)
## 1305   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1306                 We are exploring ML methods (and may one day put a model into production)
## 1307                 We are exploring ML methods (and may one day put a model into production)
## 1308                 We are exploring ML methods (and may one day put a model into production)
## 1309    We have well established ML methods (i.e., models in production for more than 2 years)
## 1310                                                                                      <NA>
## 1311    We have well established ML methods (i.e., models in production for more than 2 years)
## 1312                                                                                      <NA>
## 1313   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1314    We have well established ML methods (i.e., models in production for more than 2 years)
## 1315                                                                                      <NA>
## 1316                 We are exploring ML methods (and may one day put a model into production)
## 1317                                                                                      <NA>
## 1318   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1319 We use ML methods for generating insights (but do not put working models into production)
## 1320                 We are exploring ML methods (and may one day put a model into production)
## 1321                                                                             I do not know
## 1322                                                             No (we do not use ML methods)
## 1323   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1324                                                             No (we do not use ML methods)
## 1325                 We are exploring ML methods (and may one day put a model into production)
## 1326    We have well established ML methods (i.e., models in production for more than 2 years)
## 1327                                                             No (we do not use ML methods)
## 1328 We use ML methods for generating insights (but do not put working models into production)
## 1329   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1330   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1331                                                                                      <NA>
## 1332                 We are exploring ML methods (and may one day put a model into production)
## 1333                 We are exploring ML methods (and may one day put a model into production)
## 1334    We have well established ML methods (i.e., models in production for more than 2 years)
## 1335   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1336    We have well established ML methods (i.e., models in production for more than 2 years)
## 1337                                                                                      <NA>
## 1338    We have well established ML methods (i.e., models in production for more than 2 years)
## 1339 We use ML methods for generating insights (but do not put working models into production)
## 1340                                                                             I do not know
## 1341                 We are exploring ML methods (and may one day put a model into production)
## 1342   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1343                                                                             I do not know
## 1344                 We are exploring ML methods (and may one day put a model into production)
## 1345                 We are exploring ML methods (and may one day put a model into production)
## 1346   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1347   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1348    We have well established ML methods (i.e., models in production for more than 2 years)
## 1349 We use ML methods for generating insights (but do not put working models into production)
## 1350                                                                                      <NA>
## 1351                                                                                      <NA>
## 1352    We have well established ML methods (i.e., models in production for more than 2 years)
## 1353    We have well established ML methods (i.e., models in production for more than 2 years)
## 1354    We have well established ML methods (i.e., models in production for more than 2 years)
## 1355    We have well established ML methods (i.e., models in production for more than 2 years)
## 1356 We use ML methods for generating insights (but do not put working models into production)
## 1357    We have well established ML methods (i.e., models in production for more than 2 years)
## 1358                 We are exploring ML methods (and may one day put a model into production)
## 1359    We have well established ML methods (i.e., models in production for more than 2 years)
## 1360   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1361   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1362                                                             No (we do not use ML methods)
## 1363    We have well established ML methods (i.e., models in production for more than 2 years)
## 1364                                                                                      <NA>
## 1365                                                                             I do not know
## 1366 We use ML methods for generating insights (but do not put working models into production)
## 1367                 We are exploring ML methods (and may one day put a model into production)
## 1368   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1369                                                                             I do not know
## 1370                                                                                      <NA>
## 1371 We use ML methods for generating insights (but do not put working models into production)
## 1372    We have well established ML methods (i.e., models in production for more than 2 years)
## 1373   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1374                 We are exploring ML methods (and may one day put a model into production)
## 1375                                                             No (we do not use ML methods)
## 1376 We use ML methods for generating insights (but do not put working models into production)
## 1377 We use ML methods for generating insights (but do not put working models into production)
## 1378 We use ML methods for generating insights (but do not put working models into production)
## 1379   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1380 We use ML methods for generating insights (but do not put working models into production)
## 1381                                                                                      <NA>
## 1382                                                             No (we do not use ML methods)
## 1383                                                                                      <NA>
## 1384                                                             No (we do not use ML methods)
## 1385    We have well established ML methods (i.e., models in production for more than 2 years)
## 1386                                                             No (we do not use ML methods)
## 1387                                                                             I do not know
## 1388   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1389 We use ML methods for generating insights (but do not put working models into production)
## 1390                                                                             I do not know
## 1391                                                                                      <NA>
## 1392                                                                                      <NA>
## 1393                                                                                      <NA>
## 1394                                                             No (we do not use ML methods)
## 1395                 We are exploring ML methods (and may one day put a model into production)
## 1396                                                                                      <NA>
## 1397                                                             No (we do not use ML methods)
## 1398                 We are exploring ML methods (and may one day put a model into production)
## 1399                                                                                      <NA>
## 1400                                                                                      <NA>
## 1401   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1402                                                                                      <NA>
## 1403                 We are exploring ML methods (and may one day put a model into production)
## 1404                 We are exploring ML methods (and may one day put a model into production)
## 1405                                                                                      <NA>
## 1406                                                             No (we do not use ML methods)
## 1407                                                             No (we do not use ML methods)
## 1408                                                                                      <NA>
## 1409                 We are exploring ML methods (and may one day put a model into production)
## 1410                 We are exploring ML methods (and may one day put a model into production)
## 1411    We have well established ML methods (i.e., models in production for more than 2 years)
## 1412                                                                                      <NA>
## 1413                                                             No (we do not use ML methods)
## 1414    We have well established ML methods (i.e., models in production for more than 2 years)
## 1415                                                             No (we do not use ML methods)
## 1416                                                                             I do not know
## 1417                                                             No (we do not use ML methods)
## 1418                                                             No (we do not use ML methods)
## 1419 We use ML methods for generating insights (but do not put working models into production)
## 1420   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1421    We have well established ML methods (i.e., models in production for more than 2 years)
## 1422    We have well established ML methods (i.e., models in production for more than 2 years)
## 1423    We have well established ML methods (i.e., models in production for more than 2 years)
## 1424   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1425   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1426                                                                                      <NA>
## 1427    We have well established ML methods (i.e., models in production for more than 2 years)
## 1428                 We are exploring ML methods (and may one day put a model into production)
## 1429                                                                                      <NA>
## 1430    We have well established ML methods (i.e., models in production for more than 2 years)
## 1431                 We are exploring ML methods (and may one day put a model into production)
## 1432 We use ML methods for generating insights (but do not put working models into production)
## 1433    We have well established ML methods (i.e., models in production for more than 2 years)
## 1434                                                             No (we do not use ML methods)
## 1435                                                                                      <NA>
## 1436                                                                             I do not know
## 1437                 We are exploring ML methods (and may one day put a model into production)
## 1438                                                                                      <NA>
## 1439                                                                                      <NA>
## 1440    We have well established ML methods (i.e., models in production for more than 2 years)
## 1441                                                                                      <NA>
## 1442                                                             No (we do not use ML methods)
## 1443    We have well established ML methods (i.e., models in production for more than 2 years)
## 1444    We have well established ML methods (i.e., models in production for more than 2 years)
## 1445                                                                                      <NA>
## 1446                                                                                      <NA>
## 1447 We use ML methods for generating insights (but do not put working models into production)
## 1448                                                             No (we do not use ML methods)
## 1449 We use ML methods for generating insights (but do not put working models into production)
## 1450                                                                             I do not know
## 1451                                                                                      <NA>
## 1452   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1453   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1454    We have well established ML methods (i.e., models in production for more than 2 years)
## 1455                                                             No (we do not use ML methods)
## 1456                                                                                      <NA>
## 1457                                                                                      <NA>
## 1458                 We are exploring ML methods (and may one day put a model into production)
## 1459                 We are exploring ML methods (and may one day put a model into production)
## 1460                 We are exploring ML methods (and may one day put a model into production)
## 1461                 We are exploring ML methods (and may one day put a model into production)
## 1462   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1463                                                                                      <NA>
## 1464    We have well established ML methods (i.e., models in production for more than 2 years)
## 1465   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1466                                                                             I do not know
## 1467                                                                                      <NA>
## 1468                                                                             I do not know
## 1469 We use ML methods for generating insights (but do not put working models into production)
## 1470   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1471   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1472   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1473   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1474                 We are exploring ML methods (and may one day put a model into production)
## 1475                 We are exploring ML methods (and may one day put a model into production)
## 1476 We use ML methods for generating insights (but do not put working models into production)
## 1477                                                                                      <NA>
## 1478   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1479 We use ML methods for generating insights (but do not put working models into production)
## 1480   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1481   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1482 We use ML methods for generating insights (but do not put working models into production)
## 1483    We have well established ML methods (i.e., models in production for more than 2 years)
## 1484                                                                                      <NA>
## 1485                                                                             I do not know
## 1486 We use ML methods for generating insights (but do not put working models into production)
## 1487                                                             No (we do not use ML methods)
## 1488                                                                                      <NA>
## 1489                                                                             I do not know
## 1490                 We are exploring ML methods (and may one day put a model into production)
## 1491                                                                                      <NA>
## 1492 We use ML methods for generating insights (but do not put working models into production)
## 1493   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1494                                                             No (we do not use ML methods)
## 1495 We use ML methods for generating insights (but do not put working models into production)
## 1496                                                                                      <NA>
## 1497                                                                                      <NA>
## 1498                                                                                      <NA>
## 1499 We use ML methods for generating insights (but do not put working models into production)
## 1500                                                                                      <NA>
## 1501                                                                                      <NA>
## 1502 We use ML methods for generating insights (but do not put working models into production)
## 1503 We use ML methods for generating insights (but do not put working models into production)
## 1504                 We are exploring ML methods (and may one day put a model into production)
## 1505                                                                                      <NA>
## 1506                 We are exploring ML methods (and may one day put a model into production)
## 1507 We use ML methods for generating insights (but do not put working models into production)
## 1508 We use ML methods for generating insights (but do not put working models into production)
## 1509    We have well established ML methods (i.e., models in production for more than 2 years)
## 1510                                                                             I do not know
## 1511   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1512                                                                                      <NA>
## 1513   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1514                                                             No (we do not use ML methods)
## 1515    We have well established ML methods (i.e., models in production for more than 2 years)
## 1516                                                                             I do not know
## 1517   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1518                 We are exploring ML methods (and may one day put a model into production)
## 1519                 We are exploring ML methods (and may one day put a model into production)
## 1520   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1521                                                                             I do not know
## 1522   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1523                                                                             I do not know
## 1524                                                                             I do not know
## 1525   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1526                                                             No (we do not use ML methods)
## 1527    We have well established ML methods (i.e., models in production for more than 2 years)
## 1528   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1529                                                                                      <NA>
## 1530                 We are exploring ML methods (and may one day put a model into production)
## 1531                 We are exploring ML methods (and may one day put a model into production)
## 1532                 We are exploring ML methods (and may one day put a model into production)
## 1533   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1534   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1535                 We are exploring ML methods (and may one day put a model into production)
## 1536 We use ML methods for generating insights (but do not put working models into production)
## 1537                                                             No (we do not use ML methods)
## 1538                                                                                      <NA>
## 1539                 We are exploring ML methods (and may one day put a model into production)
## 1540 We use ML methods for generating insights (but do not put working models into production)
## 1541    We have well established ML methods (i.e., models in production for more than 2 years)
## 1542    We have well established ML methods (i.e., models in production for more than 2 years)
## 1543    We have well established ML methods (i.e., models in production for more than 2 years)
## 1544                                                             No (we do not use ML methods)
## 1545                 We are exploring ML methods (and may one day put a model into production)
## 1546                                                                                      <NA>
## 1547                 We are exploring ML methods (and may one day put a model into production)
## 1548 We use ML methods for generating insights (but do not put working models into production)
## 1549                                                                                      <NA>
## 1550                                                             No (we do not use ML methods)
## 1551   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1552                                                                                      <NA>
## 1553                                                                                      <NA>
## 1554                                                                                      <NA>
## 1555                 We are exploring ML methods (and may one day put a model into production)
## 1556    We have well established ML methods (i.e., models in production for more than 2 years)
## 1557                                                             No (we do not use ML methods)
## 1558                                                             No (we do not use ML methods)
## 1559    We have well established ML methods (i.e., models in production for more than 2 years)
## 1560    We have well established ML methods (i.e., models in production for more than 2 years)
## 1561                 We are exploring ML methods (and may one day put a model into production)
## 1562 We use ML methods for generating insights (but do not put working models into production)
## 1563                 We are exploring ML methods (and may one day put a model into production)
## 1564 We use ML methods for generating insights (but do not put working models into production)
## 1565    We have well established ML methods (i.e., models in production for more than 2 years)
## 1566                                                                                      <NA>
## 1567   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1568                                                                                      <NA>
## 1569                                                             No (we do not use ML methods)
## 1570 We use ML methods for generating insights (but do not put working models into production)
## 1571                 We are exploring ML methods (and may one day put a model into production)
## 1572                 We are exploring ML methods (and may one day put a model into production)
## 1573   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1574                                                             No (we do not use ML methods)
## 1575                                                             No (we do not use ML methods)
## 1576                                                             No (we do not use ML methods)
## 1577   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1578                                                                                      <NA>
## 1579                 We are exploring ML methods (and may one day put a model into production)
## 1580                                                                                      <NA>
## 1581 We use ML methods for generating insights (but do not put working models into production)
## 1582    We have well established ML methods (i.e., models in production for more than 2 years)
## 1583    We have well established ML methods (i.e., models in production for more than 2 years)
## 1584 We use ML methods for generating insights (but do not put working models into production)
## 1585 We use ML methods for generating insights (but do not put working models into production)
## 1586    We have well established ML methods (i.e., models in production for more than 2 years)
## 1587   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1588                                                                                      <NA>
## 1589 We use ML methods for generating insights (but do not put working models into production)
## 1590                 We are exploring ML methods (and may one day put a model into production)
## 1591                                                                                      <NA>
## 1592                                                             No (we do not use ML methods)
## 1593    We have well established ML methods (i.e., models in production for more than 2 years)
## 1594                                                                                      <NA>
## 1595   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1596                                                             No (we do not use ML methods)
## 1597    We have well established ML methods (i.e., models in production for more than 2 years)
## 1598                                                                                      <NA>
## 1599   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1600                                                                                      <NA>
## 1601   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1602                 We are exploring ML methods (and may one day put a model into production)
## 1603                                                             No (we do not use ML methods)
## 1604                                                                                      <NA>
## 1605                                                                                      <NA>
## 1606                                                                                      <NA>
## 1607                                                                             I do not know
## 1608 We use ML methods for generating insights (but do not put working models into production)
## 1609    We have well established ML methods (i.e., models in production for more than 2 years)
## 1610                                                                                      <NA>
## 1611    We have well established ML methods (i.e., models in production for more than 2 years)
## 1612                                                                                      <NA>
## 1613                                                                             I do not know
## 1614 We use ML methods for generating insights (but do not put working models into production)
## 1615 We use ML methods for generating insights (but do not put working models into production)
## 1616   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1617                                                                                      <NA>
## 1618 We use ML methods for generating insights (but do not put working models into production)
## 1619    We have well established ML methods (i.e., models in production for more than 2 years)
## 1620                                                             No (we do not use ML methods)
## 1621                                                             No (we do not use ML methods)
## 1622                 We are exploring ML methods (and may one day put a model into production)
## 1623    We have well established ML methods (i.e., models in production for more than 2 years)
## 1624                 We are exploring ML methods (and may one day put a model into production)
## 1625                                                             No (we do not use ML methods)
## 1626                 We are exploring ML methods (and may one day put a model into production)
## 1627    We have well established ML methods (i.e., models in production for more than 2 years)
## 1628    We have well established ML methods (i.e., models in production for more than 2 years)
## 1629    We have well established ML methods (i.e., models in production for more than 2 years)
## 1630   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1631 We use ML methods for generating insights (but do not put working models into production)
## 1632                                                                             I do not know
## 1633   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1634    We have well established ML methods (i.e., models in production for more than 2 years)
## 1635                                                                                      <NA>
## 1636   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1637                                                             No (we do not use ML methods)
## 1638                                                             No (we do not use ML methods)
## 1639 We use ML methods for generating insights (but do not put working models into production)
## 1640   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1641                                                                                      <NA>
## 1642 We use ML methods for generating insights (but do not put working models into production)
## 1643   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1644                                                             No (we do not use ML methods)
## 1645                 We are exploring ML methods (and may one day put a model into production)
## 1646                 We are exploring ML methods (and may one day put a model into production)
## 1647                                                                                      <NA>
## 1648   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1649 We use ML methods for generating insights (but do not put working models into production)
## 1650                                                                                      <NA>
## 1651                                                                                      <NA>
## 1652   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1653    We have well established ML methods (i.e., models in production for more than 2 years)
## 1654                                                                                      <NA>
## 1655   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1656                                                             No (we do not use ML methods)
## 1657                 We are exploring ML methods (and may one day put a model into production)
## 1658   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1659   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1660                                                             No (we do not use ML methods)
## 1661    We have well established ML methods (i.e., models in production for more than 2 years)
## 1662                                                                                      <NA>
## 1663                                                             No (we do not use ML methods)
## 1664                                                             No (we do not use ML methods)
## 1665                 We are exploring ML methods (and may one day put a model into production)
## 1666   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1667                                                             No (we do not use ML methods)
## 1668    We have well established ML methods (i.e., models in production for more than 2 years)
## 1669 We use ML methods for generating insights (but do not put working models into production)
## 1670    We have well established ML methods (i.e., models in production for more than 2 years)
## 1671 We use ML methods for generating insights (but do not put working models into production)
## 1672                                                                                      <NA>
## 1673                                                                             I do not know
## 1674                 We are exploring ML methods (and may one day put a model into production)
## 1675                                                             No (we do not use ML methods)
## 1676                                                                                      <NA>
## 1677   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1678 We use ML methods for generating insights (but do not put working models into production)
## 1679                                                             No (we do not use ML methods)
## 1680                 We are exploring ML methods (and may one day put a model into production)
## 1681    We have well established ML methods (i.e., models in production for more than 2 years)
## 1682 We use ML methods for generating insights (but do not put working models into production)
## 1683    We have well established ML methods (i.e., models in production for more than 2 years)
## 1684                                                                                      <NA>
## 1685                 We are exploring ML methods (and may one day put a model into production)
## 1686                                                                                      <NA>
## 1687                                                                                      <NA>
## 1688                                                             No (we do not use ML methods)
## 1689                 We are exploring ML methods (and may one day put a model into production)
## 1690                 We are exploring ML methods (and may one day put a model into production)
## 1691    We have well established ML methods (i.e., models in production for more than 2 years)
## 1692    We have well established ML methods (i.e., models in production for more than 2 years)
## 1693                                                                                      <NA>
## 1694                                                                                      <NA>
## 1695   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1696   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1697 We use ML methods for generating insights (but do not put working models into production)
## 1698   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1699   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1700                 We are exploring ML methods (and may one day put a model into production)
## 1701    We have well established ML methods (i.e., models in production for more than 2 years)
## 1702                                                                                      <NA>
## 1703                 We are exploring ML methods (and may one day put a model into production)
## 1704   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1705                                                             No (we do not use ML methods)
## 1706                 We are exploring ML methods (and may one day put a model into production)
## 1707 We use ML methods for generating insights (but do not put working models into production)
## 1708                 We are exploring ML methods (and may one day put a model into production)
## 1709   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1710                                                                                      <NA>
## 1711                                                                                      <NA>
## 1712                 We are exploring ML methods (and may one day put a model into production)
## 1713                 We are exploring ML methods (and may one day put a model into production)
## 1714    We have well established ML methods (i.e., models in production for more than 2 years)
## 1715   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1716    We have well established ML methods (i.e., models in production for more than 2 years)
## 1717                 We are exploring ML methods (and may one day put a model into production)
## 1718    We have well established ML methods (i.e., models in production for more than 2 years)
## 1719                                                                                      <NA>
## 1720                 We are exploring ML methods (and may one day put a model into production)
## 1721                                                                             I do not know
## 1722   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1723    We have well established ML methods (i.e., models in production for more than 2 years)
## 1724                 We are exploring ML methods (and may one day put a model into production)
## 1725                                                                                      <NA>
## 1726                 We are exploring ML methods (and may one day put a model into production)
## 1727                                                                             I do not know
## 1728                 We are exploring ML methods (and may one day put a model into production)
## 1729                                                                                      <NA>
## 1730   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1731                                                                             I do not know
## 1732    We have well established ML methods (i.e., models in production for more than 2 years)
## 1733   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1734                 We are exploring ML methods (and may one day put a model into production)
## 1735                                                             No (we do not use ML methods)
## 1736                                                                             I do not know
## 1737                 We are exploring ML methods (and may one day put a model into production)
## 1738                                                                             I do not know
## 1739   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1740                                                             No (we do not use ML methods)
## 1741                                                                                      <NA>
## 1742                                                                                      <NA>
## 1743                                                                                      <NA>
## 1744 We use ML methods for generating insights (but do not put working models into production)
## 1745    We have well established ML methods (i.e., models in production for more than 2 years)
## 1746                 We are exploring ML methods (and may one day put a model into production)
## 1747                                                                                      <NA>
## 1748                                                             No (we do not use ML methods)
## 1749                 We are exploring ML methods (and may one day put a model into production)
## 1750    We have well established ML methods (i.e., models in production for more than 2 years)
## 1751                                                                                      <NA>
## 1752   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1753   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1754   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1755                                                                                      <NA>
## 1756                                                                                      <NA>
## 1757                                                             No (we do not use ML methods)
## 1758                                                                             I do not know
## 1759 We use ML methods for generating insights (but do not put working models into production)
## 1760                                                                             I do not know
## 1761                 We are exploring ML methods (and may one day put a model into production)
## 1762 We use ML methods for generating insights (but do not put working models into production)
## 1763                 We are exploring ML methods (and may one day put a model into production)
## 1764                                                             No (we do not use ML methods)
## 1765   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1766                                                                             I do not know
## 1767                                                                                      <NA>
## 1768 We use ML methods for generating insights (but do not put working models into production)
## 1769   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1770 We use ML methods for generating insights (but do not put working models into production)
## 1771                 We are exploring ML methods (and may one day put a model into production)
## 1772                                                                                      <NA>
## 1773                                                                                      <NA>
## 1774                                                                                      <NA>
## 1775    We have well established ML methods (i.e., models in production for more than 2 years)
## 1776 We use ML methods for generating insights (but do not put working models into production)
## 1777 We use ML methods for generating insights (but do not put working models into production)
## 1778                 We are exploring ML methods (and may one day put a model into production)
## 1779                                                             No (we do not use ML methods)
## 1780                 We are exploring ML methods (and may one day put a model into production)
## 1781                                                                                      <NA>
## 1782 We use ML methods for generating insights (but do not put working models into production)
## 1783                                                                                      <NA>
## 1784                                                             No (we do not use ML methods)
## 1785    We have well established ML methods (i.e., models in production for more than 2 years)
## 1786 We use ML methods for generating insights (but do not put working models into production)
## 1787                                                                             I do not know
## 1788                                                                             I do not know
## 1789                 We are exploring ML methods (and may one day put a model into production)
## 1790    We have well established ML methods (i.e., models in production for more than 2 years)
## 1791   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1792                 We are exploring ML methods (and may one day put a model into production)
## 1793 We use ML methods for generating insights (but do not put working models into production)
## 1794    We have well established ML methods (i.e., models in production for more than 2 years)
## 1795                                                             No (we do not use ML methods)
## 1796                 We are exploring ML methods (and may one day put a model into production)
## 1797                                                                             I do not know
## 1798                                                                             I do not know
## 1799   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1800                                                                                      <NA>
## 1801    We have well established ML methods (i.e., models in production for more than 2 years)
## 1802                                                                                      <NA>
## 1803    We have well established ML methods (i.e., models in production for more than 2 years)
## 1804                                                                                      <NA>
## 1805    We have well established ML methods (i.e., models in production for more than 2 years)
## 1806   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1807                                                             No (we do not use ML methods)
## 1808                                                                                      <NA>
## 1809 We use ML methods for generating insights (but do not put working models into production)
## 1810                                                                                      <NA>
## 1811                                                             No (we do not use ML methods)
## 1812                                                                                      <NA>
## 1813                 We are exploring ML methods (and may one day put a model into production)
## 1814                                                             No (we do not use ML methods)
## 1815                                                                                      <NA>
## 1816                                                                                      <NA>
## 1817   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1818                                                             No (we do not use ML methods)
## 1819                                                                             I do not know
## 1820    We have well established ML methods (i.e., models in production for more than 2 years)
## 1821                                                                                      <NA>
## 1822                                                             No (we do not use ML methods)
## 1823                 We are exploring ML methods (and may one day put a model into production)
## 1824                 We are exploring ML methods (and may one day put a model into production)
## 1825    We have well established ML methods (i.e., models in production for more than 2 years)
## 1826                                                             No (we do not use ML methods)
## 1827    We have well established ML methods (i.e., models in production for more than 2 years)
## 1828                                                                                      <NA>
## 1829                                                             No (we do not use ML methods)
## 1830    We have well established ML methods (i.e., models in production for more than 2 years)
## 1831    We have well established ML methods (i.e., models in production for more than 2 years)
## 1832   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1833   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1834                                                                             I do not know
## 1835                                                                                      <NA>
## 1836                                                                                      <NA>
## 1837                                                                                      <NA>
## 1838                                                             No (we do not use ML methods)
## 1839                 We are exploring ML methods (and may one day put a model into production)
## 1840                 We are exploring ML methods (and may one day put a model into production)
## 1841                                                                                      <NA>
## 1842                 We are exploring ML methods (and may one day put a model into production)
## 1843                 We are exploring ML methods (and may one day put a model into production)
## 1844                                                                                      <NA>
## 1845   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1846                                                                                      <NA>
## 1847 We use ML methods for generating insights (but do not put working models into production)
## 1848    We have well established ML methods (i.e., models in production for more than 2 years)
## 1849                                                                                      <NA>
## 1850    We have well established ML methods (i.e., models in production for more than 2 years)
## 1851                                                             No (we do not use ML methods)
## 1852 We use ML methods for generating insights (but do not put working models into production)
## 1853                 We are exploring ML methods (and may one day put a model into production)
## 1854   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1855                                                             No (we do not use ML methods)
## 1856                                                                             I do not know
## 1857    We have well established ML methods (i.e., models in production for more than 2 years)
## 1858    We have well established ML methods (i.e., models in production for more than 2 years)
## 1859   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1860 We use ML methods for generating insights (but do not put working models into production)
## 1861    We have well established ML methods (i.e., models in production for more than 2 years)
## 1862                                                                                      <NA>
## 1863                                                                                      <NA>
## 1864   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1865   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1866 We use ML methods for generating insights (but do not put working models into production)
## 1867    We have well established ML methods (i.e., models in production for more than 2 years)
## 1868   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1869                                                             No (we do not use ML methods)
## 1870 We use ML methods for generating insights (but do not put working models into production)
## 1871    We have well established ML methods (i.e., models in production for more than 2 years)
## 1872                                                                                      <NA>
## 1873                                                                                      <NA>
## 1874                                                                                      <NA>
## 1875    We have well established ML methods (i.e., models in production for more than 2 years)
## 1876                                                             No (we do not use ML methods)
## 1877                                                             No (we do not use ML methods)
## 1878    We have well established ML methods (i.e., models in production for more than 2 years)
## 1879    We have well established ML methods (i.e., models in production for more than 2 years)
## 1880    We have well established ML methods (i.e., models in production for more than 2 years)
## 1881   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1882    We have well established ML methods (i.e., models in production for more than 2 years)
## 1883                                                             No (we do not use ML methods)
## 1884                                                                                      <NA>
## 1885    We have well established ML methods (i.e., models in production for more than 2 years)
## 1886                 We are exploring ML methods (and may one day put a model into production)
## 1887   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1888   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1889                                                                                      <NA>
## 1890                                                                                      <NA>
## 1891 We use ML methods for generating insights (but do not put working models into production)
## 1892                 We are exploring ML methods (and may one day put a model into production)
## 1893   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1894 We use ML methods for generating insights (but do not put working models into production)
## 1895                                                                                      <NA>
## 1896   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1897                                                                                      <NA>
## 1898    We have well established ML methods (i.e., models in production for more than 2 years)
## 1899 We use ML methods for generating insights (but do not put working models into production)
## 1900                                                                                      <NA>
## 1901   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1902                                                                             I do not know
## 1903 We use ML methods for generating insights (but do not put working models into production)
## 1904   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1905 We use ML methods for generating insights (but do not put working models into production)
## 1906                 We are exploring ML methods (and may one day put a model into production)
## 1907    We have well established ML methods (i.e., models in production for more than 2 years)
## 1908    We have well established ML methods (i.e., models in production for more than 2 years)
## 1909                 We are exploring ML methods (and may one day put a model into production)
## 1910    We have well established ML methods (i.e., models in production for more than 2 years)
## 1911                                                                                      <NA>
## 1912                                                             No (we do not use ML methods)
## 1913                 We are exploring ML methods (and may one day put a model into production)
## 1914   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1915                 We are exploring ML methods (and may one day put a model into production)
## 1916                 We are exploring ML methods (and may one day put a model into production)
## 1917   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1918   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1919                                                                                      <NA>
## 1920                                                                             I do not know
## 1921   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1922                                                             No (we do not use ML methods)
## 1923    We have well established ML methods (i.e., models in production for more than 2 years)
## 1924   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1925   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1926                                                                                      <NA>
## 1927                 We are exploring ML methods (and may one day put a model into production)
## 1928                                                                                      <NA>
## 1929    We have well established ML methods (i.e., models in production for more than 2 years)
## 1930                                                                                      <NA>
## 1931                                                                             I do not know
## 1932                                                                                      <NA>
## 1933 We use ML methods for generating insights (but do not put working models into production)
## 1934                                                             No (we do not use ML methods)
## 1935    We have well established ML methods (i.e., models in production for more than 2 years)
## 1936    We have well established ML methods (i.e., models in production for more than 2 years)
## 1937   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1938 We use ML methods for generating insights (but do not put working models into production)
## 1939                                                             No (we do not use ML methods)
## 1940                 We are exploring ML methods (and may one day put a model into production)
## 1941 We use ML methods for generating insights (but do not put working models into production)
## 1942                 We are exploring ML methods (and may one day put a model into production)
## 1943                                                                                      <NA>
## 1944   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1945                                                                                      <NA>
## 1946                 We are exploring ML methods (and may one day put a model into production)
## 1947    We have well established ML methods (i.e., models in production for more than 2 years)
## 1948 We use ML methods for generating insights (but do not put working models into production)
## 1949                 We are exploring ML methods (and may one day put a model into production)
## 1950                 We are exploring ML methods (and may one day put a model into production)
## 1951   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1952                                                                             I do not know
## 1953   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1954    We have well established ML methods (i.e., models in production for more than 2 years)
## 1955                 We are exploring ML methods (and may one day put a model into production)
## 1956                 We are exploring ML methods (and may one day put a model into production)
## 1957                                                                             I do not know
## 1958   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1959                                                             No (we do not use ML methods)
## 1960                                                                                      <NA>
## 1961                 We are exploring ML methods (and may one day put a model into production)
## 1962    We have well established ML methods (i.e., models in production for more than 2 years)
## 1963 We use ML methods for generating insights (but do not put working models into production)
## 1964   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1965                                                             No (we do not use ML methods)
## 1966   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1967                                                                                      <NA>
## 1968                                                                             I do not know
## 1969                                                                                      <NA>
## 1970    We have well established ML methods (i.e., models in production for more than 2 years)
## 1971                                                             No (we do not use ML methods)
## 1972   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1973                                                                                      <NA>
## 1974                                                             No (we do not use ML methods)
## 1975   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1976    We have well established ML methods (i.e., models in production for more than 2 years)
## 1977                 We are exploring ML methods (and may one day put a model into production)
## 1978                                                                                      <NA>
## 1979                                                                                      <NA>
## 1980                                                                                      <NA>
## 1981                                                                             I do not know
## 1982                                                                                      <NA>
## 1983                                                                                      <NA>
## 1984    We have well established ML methods (i.e., models in production for more than 2 years)
## 1985                                                             No (we do not use ML methods)
## 1986                                                             No (we do not use ML methods)
## 1987                 We are exploring ML methods (and may one day put a model into production)
## 1988                                                             No (we do not use ML methods)
## 1989   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1990                                                             No (we do not use ML methods)
## 1991                                                                                      <NA>
## 1992   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1993 We use ML methods for generating insights (but do not put working models into production)
## 1994                                                             No (we do not use ML methods)
## 1995    We have well established ML methods (i.e., models in production for more than 2 years)
## 1996                                                                                      <NA>
## 1997   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1998    We have well established ML methods (i.e., models in production for more than 2 years)
## 1999   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2000                                                             No (we do not use ML methods)
## 2001    We have well established ML methods (i.e., models in production for more than 2 years)
## 2002    We have well established ML methods (i.e., models in production for more than 2 years)
## 2003                 We are exploring ML methods (and may one day put a model into production)
## 2004                                                             No (we do not use ML methods)
## 2005   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2006    We have well established ML methods (i.e., models in production for more than 2 years)
## 2007    We have well established ML methods (i.e., models in production for more than 2 years)
## 2008                                                             No (we do not use ML methods)
## 2009                                                                                      <NA>
## 2010                 We are exploring ML methods (and may one day put a model into production)
## 2011                                                                                      <NA>
## 2012                                                                                      <NA>
## 2013                 We are exploring ML methods (and may one day put a model into production)
## 2014                                                                                      <NA>
## 2015                 We are exploring ML methods (and may one day put a model into production)
## 2016                 We are exploring ML methods (and may one day put a model into production)
## 2017                 We are exploring ML methods (and may one day put a model into production)
## 2018 We use ML methods for generating insights (but do not put working models into production)
## 2019   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2020                 We are exploring ML methods (and may one day put a model into production)
## 2021                 We are exploring ML methods (and may one day put a model into production)
## 2022                 We are exploring ML methods (and may one day put a model into production)
## 2023                                                                                      <NA>
## 2024                                                                             I do not know
## 2025                 We are exploring ML methods (and may one day put a model into production)
## 2026                 We are exploring ML methods (and may one day put a model into production)
## 2027                                                                             I do not know
## 2028                                                             No (we do not use ML methods)
## 2029                                                                                      <NA>
## 2030 We use ML methods for generating insights (but do not put working models into production)
## 2031 We use ML methods for generating insights (but do not put working models into production)
## 2032                                                                                      <NA>
## 2033 We use ML methods for generating insights (but do not put working models into production)
## 2034                                                                                      <NA>
## 2035   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2036                                                             No (we do not use ML methods)
## 2037                                                                                      <NA>
## 2038    We have well established ML methods (i.e., models in production for more than 2 years)
## 2039   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2040    We have well established ML methods (i.e., models in production for more than 2 years)
## 2041                                                                             I do not know
## 2042                                                                                      <NA>
## 2043                 We are exploring ML methods (and may one day put a model into production)
## 2044 We use ML methods for generating insights (but do not put working models into production)
## 2045                                                             No (we do not use ML methods)
## 2046                                                             No (we do not use ML methods)
## 2047    We have well established ML methods (i.e., models in production for more than 2 years)
## 2048                 We are exploring ML methods (and may one day put a model into production)
## 2049                                                                                      <NA>
## 2050                                                                                      <NA>
## 2051    We have well established ML methods (i.e., models in production for more than 2 years)
## 2052                                                                                      <NA>
## 2053   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2054    We have well established ML methods (i.e., models in production for more than 2 years)
## 2055    We have well established ML methods (i.e., models in production for more than 2 years)
## 2056   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2057    We have well established ML methods (i.e., models in production for more than 2 years)
## 2058                                                                             I do not know
## 2059                                                             No (we do not use ML methods)
## 2060                                                                                      <NA>
## 2061                                                                                      <NA>
## 2062                                                             No (we do not use ML methods)
## 2063    We have well established ML methods (i.e., models in production for more than 2 years)
## 2064                                                                                      <NA>
## 2065                                                             No (we do not use ML methods)
## 2066    We have well established ML methods (i.e., models in production for more than 2 years)
## 2067   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2068                 We are exploring ML methods (and may one day put a model into production)
## 2069                                                                                      <NA>
## 2070   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2071    We have well established ML methods (i.e., models in production for more than 2 years)
## 2072   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2073    We have well established ML methods (i.e., models in production for more than 2 years)
## 2074                                                             No (we do not use ML methods)
## 2075                 We are exploring ML methods (and may one day put a model into production)
## 2076    We have well established ML methods (i.e., models in production for more than 2 years)
## 2077                 We are exploring ML methods (and may one day put a model into production)
## 2078                 We are exploring ML methods (and may one day put a model into production)
## 2079                                                             No (we do not use ML methods)
## 2080 We use ML methods for generating insights (but do not put working models into production)
## 2081                                                                                      <NA>
## 2082   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2083                                                             No (we do not use ML methods)
## 2084   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2085    We have well established ML methods (i.e., models in production for more than 2 years)
## 2086    We have well established ML methods (i.e., models in production for more than 2 years)
## 2087                                                                             I do not know
## 2088                                                             No (we do not use ML methods)
## 2089                                                             No (we do not use ML methods)
## 2090                 We are exploring ML methods (and may one day put a model into production)
## 2091                                                             No (we do not use ML methods)
## 2092                 We are exploring ML methods (and may one day put a model into production)
## 2093                                                                                      <NA>
## 2094                 We are exploring ML methods (and may one day put a model into production)
## 2095                                                                                      <NA>
## 2096    We have well established ML methods (i.e., models in production for more than 2 years)
## 2097                                                                                      <NA>
## 2098    We have well established ML methods (i.e., models in production for more than 2 years)
## 2099                                                             No (we do not use ML methods)
## 2100 We use ML methods for generating insights (but do not put working models into production)
## 2101 We use ML methods for generating insights (but do not put working models into production)
## 2102                                                                                      <NA>
## 2103    We have well established ML methods (i.e., models in production for more than 2 years)
## 2104 We use ML methods for generating insights (but do not put working models into production)
## 2105 We use ML methods for generating insights (but do not put working models into production)
## 2106 We use ML methods for generating insights (but do not put working models into production)
## 2107                                                             No (we do not use ML methods)
## 2108                                                             No (we do not use ML methods)
## 2109                 We are exploring ML methods (and may one day put a model into production)
## 2110                 We are exploring ML methods (and may one day put a model into production)
## 2111                 We are exploring ML methods (and may one day put a model into production)
## 2112                                                                                      <NA>
## 2113                                                                             I do not know
## 2114                                                             No (we do not use ML methods)
## 2115    We have well established ML methods (i.e., models in production for more than 2 years)
## 2116                                                                                      <NA>
## 2117                                                                                      <NA>
## 2118                                                                                      <NA>
## 2119    We have well established ML methods (i.e., models in production for more than 2 years)
## 2120 We use ML methods for generating insights (but do not put working models into production)
## 2121                 We are exploring ML methods (and may one day put a model into production)
## 2122                                                                                      <NA>
## 2123                                                             No (we do not use ML methods)
## 2124   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2125                                                                                      <NA>
## 2126 We use ML methods for generating insights (but do not put working models into production)
## 2127                                                             No (we do not use ML methods)
## 2128   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2129    We have well established ML methods (i.e., models in production for more than 2 years)
## 2130                                                                                      <NA>
## 2131                                                                                      <NA>
## 2132    We have well established ML methods (i.e., models in production for more than 2 years)
## 2133                 We are exploring ML methods (and may one day put a model into production)
## 2134                                                                                      <NA>
## 2135                                                             No (we do not use ML methods)
## 2136    We have well established ML methods (i.e., models in production for more than 2 years)
## 2137    We have well established ML methods (i.e., models in production for more than 2 years)
## 2138                 We are exploring ML methods (and may one day put a model into production)
## 2139                                                                                      <NA>
## 2140                                                             No (we do not use ML methods)
## 2141    We have well established ML methods (i.e., models in production for more than 2 years)
## 2142                                                                                      <NA>
## 2143    We have well established ML methods (i.e., models in production for more than 2 years)
## 2144                 We are exploring ML methods (and may one day put a model into production)
## 2145                                                                                      <NA>
## 2146                 We are exploring ML methods (and may one day put a model into production)
## 2147    We have well established ML methods (i.e., models in production for more than 2 years)
## 2148                                                                             I do not know
## 2149                 We are exploring ML methods (and may one day put a model into production)
## 2150                                                                                      <NA>
## 2151 We use ML methods for generating insights (but do not put working models into production)
## 2152   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2153 We use ML methods for generating insights (but do not put working models into production)
## 2154                                                                                      <NA>
## 2155   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2156                                                                                      <NA>
## 2157                                                                                      <NA>
## 2158    We have well established ML methods (i.e., models in production for more than 2 years)
## 2159                                                             No (we do not use ML methods)
## 2160                                                             No (we do not use ML methods)
## 2161                                                             No (we do not use ML methods)
## 2162    We have well established ML methods (i.e., models in production for more than 2 years)
## 2163                                                             No (we do not use ML methods)
## 2164   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2165 We use ML methods for generating insights (but do not put working models into production)
## 2166   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2167   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2168                 We are exploring ML methods (and may one day put a model into production)
## 2169                 We are exploring ML methods (and may one day put a model into production)
## 2170    We have well established ML methods (i.e., models in production for more than 2 years)
## 2171                                                                                      <NA>
## 2172                 We are exploring ML methods (and may one day put a model into production)
## 2173                                                                                      <NA>
## 2174                                                                                      <NA>
## 2175                 We are exploring ML methods (and may one day put a model into production)
## 2176                                                                                      <NA>
## 2177   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2178                 We are exploring ML methods (and may one day put a model into production)
## 2179    We have well established ML methods (i.e., models in production for more than 2 years)
## 2180    We have well established ML methods (i.e., models in production for more than 2 years)
## 2181   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2182                 We are exploring ML methods (and may one day put a model into production)
## 2183                 We are exploring ML methods (and may one day put a model into production)
## 2184                                                                                      <NA>
## 2185 We use ML methods for generating insights (but do not put working models into production)
## 2186 We use ML methods for generating insights (but do not put working models into production)
## 2187                                                                                      <NA>
## 2188    We have well established ML methods (i.e., models in production for more than 2 years)
## 2189    We have well established ML methods (i.e., models in production for more than 2 years)
## 2190                                                                                      <NA>
## 2191   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2192                                                             No (we do not use ML methods)
## 2193                                                                                      <NA>
## 2194    We have well established ML methods (i.e., models in production for more than 2 years)
## 2195    We have well established ML methods (i.e., models in production for more than 2 years)
## 2196   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2197                                                             No (we do not use ML methods)
## 2198                                                                                      <NA>
## 2199                 We are exploring ML methods (and may one day put a model into production)
## 2200 We use ML methods for generating insights (but do not put working models into production)
## 2201                                                             No (we do not use ML methods)
## 2202    We have well established ML methods (i.e., models in production for more than 2 years)
## 2203 We use ML methods for generating insights (but do not put working models into production)
## 2204                 We are exploring ML methods (and may one day put a model into production)
## 2205    We have well established ML methods (i.e., models in production for more than 2 years)
## 2206   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2207                 We are exploring ML methods (and may one day put a model into production)
## 2208    We have well established ML methods (i.e., models in production for more than 2 years)
## 2209    We have well established ML methods (i.e., models in production for more than 2 years)
## 2210    We have well established ML methods (i.e., models in production for more than 2 years)
## 2211                                                             No (we do not use ML methods)
## 2212    We have well established ML methods (i.e., models in production for more than 2 years)
## 2213   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2214                                                             No (we do not use ML methods)
## 2215                                                                                      <NA>
## 2216   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2217    We have well established ML methods (i.e., models in production for more than 2 years)
## 2218    We have well established ML methods (i.e., models in production for more than 2 years)
## 2219   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2220   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2221                                                             No (we do not use ML methods)
## 2222    We have well established ML methods (i.e., models in production for more than 2 years)
## 2223 We use ML methods for generating insights (but do not put working models into production)
## 2224    We have well established ML methods (i.e., models in production for more than 2 years)
## 2225                                                                             I do not know
## 2226                                                             No (we do not use ML methods)
## 2227 We use ML methods for generating insights (but do not put working models into production)
## 2228                 We are exploring ML methods (and may one day put a model into production)
## 2229    We have well established ML methods (i.e., models in production for more than 2 years)
## 2230    We have well established ML methods (i.e., models in production for more than 2 years)
## 2231   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2232                                                                                      <NA>
## 2233 We use ML methods for generating insights (but do not put working models into production)
## 2234                                                                                      <NA>
## 2235                                                                                      <NA>
## 2236   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2237 We use ML methods for generating insights (but do not put working models into production)
## 2238    We have well established ML methods (i.e., models in production for more than 2 years)
## 2239                                                                                      <NA>
## 2240                                                                                      <NA>
## 2241   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2242 We use ML methods for generating insights (but do not put working models into production)
## 2243    We have well established ML methods (i.e., models in production for more than 2 years)
## 2244 We use ML methods for generating insights (but do not put working models into production)
## 2245                                                             No (we do not use ML methods)
## 2246                                                             No (we do not use ML methods)
## 2247                                                             No (we do not use ML methods)
## 2248                                                                                      <NA>
## 2249   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2250                                                                                      <NA>
## 2251                                                                                      <NA>
## 2252                                                             No (we do not use ML methods)
## 2253 We use ML methods for generating insights (but do not put working models into production)
## 2254 We use ML methods for generating insights (but do not put working models into production)
## 2255   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2256                                                             No (we do not use ML methods)
## 2257                 We are exploring ML methods (and may one day put a model into production)
## 2258                                                             No (we do not use ML methods)
## 2259                 We are exploring ML methods (and may one day put a model into production)
## 2260                                                                                      <NA>
## 2261    We have well established ML methods (i.e., models in production for more than 2 years)
## 2262 We use ML methods for generating insights (but do not put working models into production)
## 2263                                                                             I do not know
## 2264                                                                                      <NA>
## 2265   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2266                                                                                      <NA>
## 2267                                                             No (we do not use ML methods)
## 2268                                                                                      <NA>
## 2269   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2270    We have well established ML methods (i.e., models in production for more than 2 years)
## 2271    We have well established ML methods (i.e., models in production for more than 2 years)
## 2272                                                                                      <NA>
## 2273                                                                                      <NA>
## 2274 We use ML methods for generating insights (but do not put working models into production)
## 2275                                                             No (we do not use ML methods)
## 2276                                                             No (we do not use ML methods)
## 2277    We have well established ML methods (i.e., models in production for more than 2 years)
## 2278                                                                                      <NA>
## 2279    We have well established ML methods (i.e., models in production for more than 2 years)
## 2280                                                             No (we do not use ML methods)
## 2281    We have well established ML methods (i.e., models in production for more than 2 years)
## 2282                                                                                      <NA>
## 2283                                                             No (we do not use ML methods)
## 2284                                                                                      <NA>
## 2285                                                             No (we do not use ML methods)
## 2286   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2287 We use ML methods for generating insights (but do not put working models into production)
## 2288                 We are exploring ML methods (and may one day put a model into production)
## 2289   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2290                                                             No (we do not use ML methods)
## 2291                                                                             I do not know
## 2292   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2293                 We are exploring ML methods (and may one day put a model into production)
## 2294                                                             No (we do not use ML methods)
## 2295 We use ML methods for generating insights (but do not put working models into production)
## 2296                 We are exploring ML methods (and may one day put a model into production)
## 2297                                                                                      <NA>
## 2298 We use ML methods for generating insights (but do not put working models into production)
## 2299    We have well established ML methods (i.e., models in production for more than 2 years)
## 2300                                                             No (we do not use ML methods)
## 2301                 We are exploring ML methods (and may one day put a model into production)
## 2302                 We are exploring ML methods (and may one day put a model into production)
## 2303    We have well established ML methods (i.e., models in production for more than 2 years)
## 2304   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2305                                                             No (we do not use ML methods)
## 2306   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2307 We use ML methods for generating insights (but do not put working models into production)
## 2308    We have well established ML methods (i.e., models in production for more than 2 years)
## 2309                                                                             I do not know
## 2310                                                                                      <NA>
## 2311                                                             No (we do not use ML methods)
## 2312                                                                                      <NA>
## 2313   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2314                 We are exploring ML methods (and may one day put a model into production)
## 2315   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2316    We have well established ML methods (i.e., models in production for more than 2 years)
## 2317    We have well established ML methods (i.e., models in production for more than 2 years)
## 2318    We have well established ML methods (i.e., models in production for more than 2 years)
## 2319                                                                                      <NA>
## 2320                                                                                      <NA>
## 2321 We use ML methods for generating insights (but do not put working models into production)
## 2322   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2323    We have well established ML methods (i.e., models in production for more than 2 years)
## 2324                                                                                      <NA>
## 2325    We have well established ML methods (i.e., models in production for more than 2 years)
## 2326    We have well established ML methods (i.e., models in production for more than 2 years)
## 2327    We have well established ML methods (i.e., models in production for more than 2 years)
## 2328    We have well established ML methods (i.e., models in production for more than 2 years)
## 2329                 We are exploring ML methods (and may one day put a model into production)
## 2330                                                                                      <NA>
## 2331   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2332   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2333                                                             No (we do not use ML methods)
## 2334                                                             No (we do not use ML methods)
## 2335                                                                                      <NA>
## 2336                                                                                      <NA>
## 2337                                                             No (we do not use ML methods)
## 2338                 We are exploring ML methods (and may one day put a model into production)
## 2339                 We are exploring ML methods (and may one day put a model into production)
## 2340                                                             No (we do not use ML methods)
## 2341   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2342    We have well established ML methods (i.e., models in production for more than 2 years)
## 2343 We use ML methods for generating insights (but do not put working models into production)
## 2344                                                                                      <NA>
## 2345                                                                                      <NA>
## 2346                                                                                      <NA>
## 2347                                                                                      <NA>
## 2348                                                                                      <NA>
## 2349                                                                             I do not know
## 2350                                                                                      <NA>
## 2351    We have well established ML methods (i.e., models in production for more than 2 years)
## 2352                 We are exploring ML methods (and may one day put a model into production)
## 2353   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2354                                                             No (we do not use ML methods)
## 2355                                                             No (we do not use ML methods)
## 2356    We have well established ML methods (i.e., models in production for more than 2 years)
## 2357                                                                                      <NA>
## 2358                 We are exploring ML methods (and may one day put a model into production)
## 2359    We have well established ML methods (i.e., models in production for more than 2 years)
## 2360                                                             No (we do not use ML methods)
## 2361                 We are exploring ML methods (and may one day put a model into production)
## 2362                 We are exploring ML methods (and may one day put a model into production)
## 2363    We have well established ML methods (i.e., models in production for more than 2 years)
## 2364                                                             No (we do not use ML methods)
## 2365                                                                                      <NA>
## 2366 We use ML methods for generating insights (but do not put working models into production)
## 2367   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2368                                                                                      <NA>
## 2369                                                                             I do not know
## 2370   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2371    We have well established ML methods (i.e., models in production for more than 2 years)
## 2372                                                                                      <NA>
## 2373                 We are exploring ML methods (and may one day put a model into production)
## 2374   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2375                 We are exploring ML methods (and may one day put a model into production)
## 2376                                                             No (we do not use ML methods)
## 2377   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2378                                                             No (we do not use ML methods)
## 2379   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2380                                                                                      <NA>
## 2381                 We are exploring ML methods (and may one day put a model into production)
## 2382    We have well established ML methods (i.e., models in production for more than 2 years)
## 2383    We have well established ML methods (i.e., models in production for more than 2 years)
## 2384                 We are exploring ML methods (and may one day put a model into production)
## 2385 We use ML methods for generating insights (but do not put working models into production)
## 2386    We have well established ML methods (i.e., models in production for more than 2 years)
## 2387                 We are exploring ML methods (and may one day put a model into production)
## 2388                                                                                      <NA>
## 2389   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2390                                                                                      <NA>
## 2391    We have well established ML methods (i.e., models in production for more than 2 years)
## 2392                                                                             I do not know
## 2393                                                             No (we do not use ML methods)
## 2394 We use ML methods for generating insights (but do not put working models into production)
## 2395                 We are exploring ML methods (and may one day put a model into production)
## 2396    We have well established ML methods (i.e., models in production for more than 2 years)
## 2397                                                                                      <NA>
## 2398   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2399                                                                                      <NA>
## 2400                                                                                      <NA>
## 2401   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2402 We use ML methods for generating insights (but do not put working models into production)
## 2403                                                                                      <NA>
## 2404                 We are exploring ML methods (and may one day put a model into production)
## 2405                                                                                      <NA>
## 2406   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2407                 We are exploring ML methods (and may one day put a model into production)
## 2408                                                                             I do not know
## 2409                                                                                      <NA>
## 2410                 We are exploring ML methods (and may one day put a model into production)
## 2411 We use ML methods for generating insights (but do not put working models into production)
## 2412   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2413 We use ML methods for generating insights (but do not put working models into production)
## 2414   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2415 We use ML methods for generating insights (but do not put working models into production)
## 2416                                                                             I do not know
## 2417   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2418   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2419                                                                                      <NA>
## 2420                                                                                      <NA>
## 2421                                                                                      <NA>
## 2422                                                                                      <NA>
## 2423   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2424    We have well established ML methods (i.e., models in production for more than 2 years)
## 2425    We have well established ML methods (i.e., models in production for more than 2 years)
## 2426                                                                                      <NA>
## 2427                 We are exploring ML methods (and may one day put a model into production)
## 2428                                                                                      <NA>
## 2429                 We are exploring ML methods (and may one day put a model into production)
## 2430    We have well established ML methods (i.e., models in production for more than 2 years)
## 2431                                                                             I do not know
## 2432                                                                                      <NA>
## 2433 We use ML methods for generating insights (but do not put working models into production)
## 2434                                                                                      <NA>
## 2435   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2436                 We are exploring ML methods (and may one day put a model into production)
## 2437                                                             No (we do not use ML methods)
## 2438 We use ML methods for generating insights (but do not put working models into production)
## 2439                                                             No (we do not use ML methods)
## 2440    We have well established ML methods (i.e., models in production for more than 2 years)
## 2441                                                                                      <NA>
## 2442                                                                                      <NA>
## 2443    We have well established ML methods (i.e., models in production for more than 2 years)
## 2444    We have well established ML methods (i.e., models in production for more than 2 years)
## 2445                                                                             I do not know
## 2446                                                             No (we do not use ML methods)
## 2447                                                                                      <NA>
## 2448   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2449 We use ML methods for generating insights (but do not put working models into production)
## 2450    We have well established ML methods (i.e., models in production for more than 2 years)
## 2451   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2452                                                             No (we do not use ML methods)
## 2453 We use ML methods for generating insights (but do not put working models into production)
## 2454                                                             No (we do not use ML methods)
## 2455 We use ML methods for generating insights (but do not put working models into production)
## 2456    We have well established ML methods (i.e., models in production for more than 2 years)
## 2457                                                                                      <NA>
## 2458                 We are exploring ML methods (and may one day put a model into production)
## 2459    We have well established ML methods (i.e., models in production for more than 2 years)
## 2460 We use ML methods for generating insights (but do not put working models into production)
## 2461                 We are exploring ML methods (and may one day put a model into production)
## 2462                                                             No (we do not use ML methods)
## 2463   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2464                 We are exploring ML methods (and may one day put a model into production)
## 2465                                                                             I do not know
## 2466    We have well established ML methods (i.e., models in production for more than 2 years)
## 2467                                                                                      <NA>
## 2468                 We are exploring ML methods (and may one day put a model into production)
## 2469                                                                             I do not know
## 2470                                                                                      <NA>
## 2471   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2472                                                                                      <NA>
## 2473    We have well established ML methods (i.e., models in production for more than 2 years)
## 2474                 We are exploring ML methods (and may one day put a model into production)
## 2475                                                                                      <NA>
## 2476   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2477   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2478                                                                                      <NA>
## 2479   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2480   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2481                 We are exploring ML methods (and may one day put a model into production)
## 2482                                                                             I do not know
## 2483                                                                                      <NA>
## 2484                                                                                      <NA>
## 2485                                                                                      <NA>
## 2486                 We are exploring ML methods (and may one day put a model into production)
## 2487 We use ML methods for generating insights (but do not put working models into production)
## 2488                                                                                      <NA>
## 2489                                                             No (we do not use ML methods)
## 2490    We have well established ML methods (i.e., models in production for more than 2 years)
## 2491                 We are exploring ML methods (and may one day put a model into production)
## 2492                                                             No (we do not use ML methods)
## 2493   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2494    We have well established ML methods (i.e., models in production for more than 2 years)
## 2495                                                                             I do not know
## 2496   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2497                                                                                      <NA>
## 2498 We use ML methods for generating insights (but do not put working models into production)
## 2499 We use ML methods for generating insights (but do not put working models into production)
## 2500                                                                                      <NA>
## 2501                                                             No (we do not use ML methods)
## 2502 We use ML methods for generating insights (but do not put working models into production)
## 2503                                                                                      <NA>
## 2504                                                             No (we do not use ML methods)
## 2505    We have well established ML methods (i.e., models in production for more than 2 years)
## 2506                                                                                      <NA>
## 2507                                                                             I do not know
## 2508                                                             No (we do not use ML methods)
## 2509                 We are exploring ML methods (and may one day put a model into production)
## 2510                                                             No (we do not use ML methods)
## 2511                                                                                      <NA>
## 2512                 We are exploring ML methods (and may one day put a model into production)
## 2513                 We are exploring ML methods (and may one day put a model into production)
## 2514   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2515                                                                                      <NA>
## 2516                                                                                      <NA>
## 2517                 We are exploring ML methods (and may one day put a model into production)
## 2518                                                                             I do not know
## 2519 We use ML methods for generating insights (but do not put working models into production)
## 2520                                                                                      <NA>
## 2521 We use ML methods for generating insights (but do not put working models into production)
## 2522   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2523 We use ML methods for generating insights (but do not put working models into production)
## 2524                                                             No (we do not use ML methods)
## 2525                 We are exploring ML methods (and may one day put a model into production)
## 2526                                                             No (we do not use ML methods)
## 2527                                                                             I do not know
## 2528                                                             No (we do not use ML methods)
## 2529    We have well established ML methods (i.e., models in production for more than 2 years)
## 2530                 We are exploring ML methods (and may one day put a model into production)
## 2531   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2532 We use ML methods for generating insights (but do not put working models into production)
## 2533                                                                             I do not know
## 2534 We use ML methods for generating insights (but do not put working models into production)
## 2535                 We are exploring ML methods (and may one day put a model into production)
## 2536                 We are exploring ML methods (and may one day put a model into production)
## 2537   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2538                                                                                      <NA>
## 2539                                                                                      <NA>
## 2540                                                                                      <NA>
## 2541   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2542                                                                                      <NA>
## 2543                                                                                      <NA>
## 2544                                                             No (we do not use ML methods)
## 2545 We use ML methods for generating insights (but do not put working models into production)
## 2546    We have well established ML methods (i.e., models in production for more than 2 years)
## 2547                 We are exploring ML methods (and may one day put a model into production)
## 2548    We have well established ML methods (i.e., models in production for more than 2 years)
## 2549                                                                                      <NA>
## 2550   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2551    We have well established ML methods (i.e., models in production for more than 2 years)
## 2552                 We are exploring ML methods (and may one day put a model into production)
## 2553                                                                             I do not know
## 2554   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2555   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2556   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2557   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2558   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2559 We use ML methods for generating insights (but do not put working models into production)
## 2560   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2561                 We are exploring ML methods (and may one day put a model into production)
## 2562                                                                                      <NA>
## 2563    We have well established ML methods (i.e., models in production for more than 2 years)
## 2564   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2565                                                                                      <NA>
## 2566                                                             No (we do not use ML methods)
## 2567                 We are exploring ML methods (and may one day put a model into production)
## 2568                 We are exploring ML methods (and may one day put a model into production)
## 2569   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2570                 We are exploring ML methods (and may one day put a model into production)
## 2571   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2572   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2573                 We are exploring ML methods (and may one day put a model into production)
## 2574                                                             No (we do not use ML methods)
## 2575   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2576                                                             No (we do not use ML methods)
## 2577   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2578    We have well established ML methods (i.e., models in production for more than 2 years)
## 2579                                                             No (we do not use ML methods)
## 2580                                                                                      <NA>
## 2581                 We are exploring ML methods (and may one day put a model into production)
## 2582    We have well established ML methods (i.e., models in production for more than 2 years)
## 2583 We use ML methods for generating insights (but do not put working models into production)
## 2584   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2585                                                             No (we do not use ML methods)
## 2586                                                             No (we do not use ML methods)
## 2587    We have well established ML methods (i.e., models in production for more than 2 years)
## 2588   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2589                                                             No (we do not use ML methods)
## 2590   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2591   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2592    We have well established ML methods (i.e., models in production for more than 2 years)
## 2593                                                                                      <NA>
## 2594                                                                                      <NA>
## 2595                                                             No (we do not use ML methods)
## 2596   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2597                                                                                      <NA>
## 2598                                                                                      <NA>
## 2599    We have well established ML methods (i.e., models in production for more than 2 years)
## 2600 We use ML methods for generating insights (but do not put working models into production)
## 2601 We use ML methods for generating insights (but do not put working models into production)
## 2602                                                             No (we do not use ML methods)
## 2603                                                                                      <NA>
## 2604    We have well established ML methods (i.e., models in production for more than 2 years)
## 2605    We have well established ML methods (i.e., models in production for more than 2 years)
## 2606 We use ML methods for generating insights (but do not put working models into production)
## 2607    We have well established ML methods (i.e., models in production for more than 2 years)
## 2608                                                                                      <NA>
## 2609                                                                                      <NA>
## 2610                                                                                      <NA>
## 2611                                                                                      <NA>
## 2612                                                             No (we do not use ML methods)
## 2613                                                                                      <NA>
## 2614                                                                                      <NA>
## 2615                                                             No (we do not use ML methods)
## 2616 We use ML methods for generating insights (but do not put working models into production)
## 2617    We have well established ML methods (i.e., models in production for more than 2 years)
## 2618   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2619                                                             No (we do not use ML methods)
## 2620                 We are exploring ML methods (and may one day put a model into production)
## 2621                                                                                      <NA>
## 2622                 We are exploring ML methods (and may one day put a model into production)
## 2623   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2624                                                                                      <NA>
## 2625                 We are exploring ML methods (and may one day put a model into production)
## 2626                                                             No (we do not use ML methods)
## 2627    We have well established ML methods (i.e., models in production for more than 2 years)
## 2628                 We are exploring ML methods (and may one day put a model into production)
## 2629                                                                                      <NA>
## 2630    We have well established ML methods (i.e., models in production for more than 2 years)
## 2631                                                                             I do not know
## 2632                                                                                      <NA>
## 2633    We have well established ML methods (i.e., models in production for more than 2 years)
## 2634                                                                                      <NA>
## 2635                                                             No (we do not use ML methods)
## 2636                                                             No (we do not use ML methods)
## 2637                                                                                      <NA>
## 2638                                                                                      <NA>
## 2639   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2640    We have well established ML methods (i.e., models in production for more than 2 years)
## 2641    We have well established ML methods (i.e., models in production for more than 2 years)
## 2642                                                                             I do not know
## 2643                 We are exploring ML methods (and may one day put a model into production)
## 2644                 We are exploring ML methods (and may one day put a model into production)
## 2645                 We are exploring ML methods (and may one day put a model into production)
## 2646                                                                             I do not know
## 2647                                                                                      <NA>
## 2648   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2649   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2650                                                                                      <NA>
## 2651   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2652    We have well established ML methods (i.e., models in production for more than 2 years)
## 2653 We use ML methods for generating insights (but do not put working models into production)
## 2654    We have well established ML methods (i.e., models in production for more than 2 years)
## 2655                 We are exploring ML methods (and may one day put a model into production)
## 2656                 We are exploring ML methods (and may one day put a model into production)
## 2657                                                             No (we do not use ML methods)
## 2658                                                                                      <NA>
## 2659 We use ML methods for generating insights (but do not put working models into production)
## 2660 We use ML methods for generating insights (but do not put working models into production)
## 2661                                                                                      <NA>
## 2662   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2663                                                                                      <NA>
## 2664                                                             No (we do not use ML methods)
## 2665   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2666    We have well established ML methods (i.e., models in production for more than 2 years)
## 2667                                                             No (we do not use ML methods)
## 2668                                                                             I do not know
## 2669                                                                                      <NA>
## 2670 We use ML methods for generating insights (but do not put working models into production)
## 2671                 We are exploring ML methods (and may one day put a model into production)
## 2672   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2673                                                                                      <NA>
## 2674    We have well established ML methods (i.e., models in production for more than 2 years)
## 2675                                                                                      <NA>
## 2676   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2677                                                                                      <NA>
## 2678                                                                                      <NA>
## 2679    We have well established ML methods (i.e., models in production for more than 2 years)
## 2680                                                             No (we do not use ML methods)
## 2681                                                                                      <NA>
## 2682                                                             No (we do not use ML methods)
## 2683                                                                                      <NA>
## 2684                                                                             I do not know
## 2685                                                                             I do not know
## 2686   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2687    We have well established ML methods (i.e., models in production for more than 2 years)
## 2688                                                             No (we do not use ML methods)
## 2689                 We are exploring ML methods (and may one day put a model into production)
## 2690 We use ML methods for generating insights (but do not put working models into production)
## 2691                 We are exploring ML methods (and may one day put a model into production)
## 2692                                                             No (we do not use ML methods)
## 2693                                                                                      <NA>
## 2694                 We are exploring ML methods (and may one day put a model into production)
## 2695    We have well established ML methods (i.e., models in production for more than 2 years)
## 2696 We use ML methods for generating insights (but do not put working models into production)
## 2697   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2698    We have well established ML methods (i.e., models in production for more than 2 years)
## 2699                                                                                      <NA>
## 2700 We use ML methods for generating insights (but do not put working models into production)
## 2701                                                                                      <NA>
## 2702   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2703                                                                                      <NA>
## 2704 We use ML methods for generating insights (but do not put working models into production)
## 2705                                                                             I do not know
## 2706    We have well established ML methods (i.e., models in production for more than 2 years)
## 2707                                                             No (we do not use ML methods)
## 2708                                                                                      <NA>
## 2709                 We are exploring ML methods (and may one day put a model into production)
## 2710   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2711    We have well established ML methods (i.e., models in production for more than 2 years)
## 2712                                                             No (we do not use ML methods)
## 2713    We have well established ML methods (i.e., models in production for more than 2 years)
## 2714 We use ML methods for generating insights (but do not put working models into production)
## 2715                                                             No (we do not use ML methods)
## 2716                                                                                      <NA>
## 2717                                                                                      <NA>
## 2718    We have well established ML methods (i.e., models in production for more than 2 years)
## 2719                 We are exploring ML methods (and may one day put a model into production)
## 2720                                                                                      <NA>
## 2721                 We are exploring ML methods (and may one day put a model into production)
## 2722    We have well established ML methods (i.e., models in production for more than 2 years)
## 2723   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2724                                                             No (we do not use ML methods)
## 2725                 We are exploring ML methods (and may one day put a model into production)
## 2726    We have well established ML methods (i.e., models in production for more than 2 years)
## 2727   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2728                                                             No (we do not use ML methods)
## 2729                                                                                      <NA>
## 2730                                                                                      <NA>
## 2731                                                                             I do not know
## 2732                 We are exploring ML methods (and may one day put a model into production)
## 2733    We have well established ML methods (i.e., models in production for more than 2 years)
## 2734                                                                                      <NA>
## 2735   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2736   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2737   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2738                                                                                      <NA>
## 2739                                                             No (we do not use ML methods)
## 2740                 We are exploring ML methods (and may one day put a model into production)
## 2741    We have well established ML methods (i.e., models in production for more than 2 years)
## 2742    We have well established ML methods (i.e., models in production for more than 2 years)
## 2743                                                                                      <NA>
## 2744    We have well established ML methods (i.e., models in production for more than 2 years)
## 2745    We have well established ML methods (i.e., models in production for more than 2 years)
## 2746                 We are exploring ML methods (and may one day put a model into production)
## 2747    We have well established ML methods (i.e., models in production for more than 2 years)
## 2748                                                                                      <NA>
## 2749    We have well established ML methods (i.e., models in production for more than 2 years)
## 2750                                                                                      <NA>
## 2751                 We are exploring ML methods (and may one day put a model into production)
## 2752   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2753    We have well established ML methods (i.e., models in production for more than 2 years)
## 2754 We use ML methods for generating insights (but do not put working models into production)
## 2755    We have well established ML methods (i.e., models in production for more than 2 years)
## 2756   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2757    We have well established ML methods (i.e., models in production for more than 2 years)
## 2758   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2759                 We are exploring ML methods (and may one day put a model into production)
## 2760                                                                             I do not know
## 2761                 We are exploring ML methods (and may one day put a model into production)
## 2762    We have well established ML methods (i.e., models in production for more than 2 years)
## 2763                                                                                      <NA>
## 2764                                                                                      <NA>
## 2765                                                             No (we do not use ML methods)
## 2766    We have well established ML methods (i.e., models in production for more than 2 years)
## 2767                                                             No (we do not use ML methods)
## 2768    We have well established ML methods (i.e., models in production for more than 2 years)
## 2769                                                             No (we do not use ML methods)
## 2770    We have well established ML methods (i.e., models in production for more than 2 years)
## 2771                                                                                      <NA>
## 2772    We have well established ML methods (i.e., models in production for more than 2 years)
## 2773 We use ML methods for generating insights (but do not put working models into production)
## 2774                                                                                      <NA>
## 2775                 We are exploring ML methods (and may one day put a model into production)
## 2776   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2777                                                                                      <NA>
## 2778                                                                                      <NA>
## 2779                                                                                      <NA>
## 2780                 We are exploring ML methods (and may one day put a model into production)
## 2781                                                             No (we do not use ML methods)
## 2782 We use ML methods for generating insights (but do not put working models into production)
## 2783                                                                                      <NA>
## 2784   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2785 We use ML methods for generating insights (but do not put working models into production)
## 2786    We have well established ML methods (i.e., models in production for more than 2 years)
## 2787 We use ML methods for generating insights (but do not put working models into production)
## 2788                                                                             I do not know
## 2789                                                                                      <NA>
## 2790   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2791                                                             No (we do not use ML methods)
## 2792                 We are exploring ML methods (and may one day put a model into production)
## 2793   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2794                                                                                      <NA>
## 2795                                                                                      <NA>
## 2796                                                             No (we do not use ML methods)
## 2797                                                             No (we do not use ML methods)
## 2798    We have well established ML methods (i.e., models in production for more than 2 years)
## 2799   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2800    We have well established ML methods (i.e., models in production for more than 2 years)
## 2801                 We are exploring ML methods (and may one day put a model into production)
## 2802    We have well established ML methods (i.e., models in production for more than 2 years)
## 2803    We have well established ML methods (i.e., models in production for more than 2 years)
## 2804    We have well established ML methods (i.e., models in production for more than 2 years)
## 2805   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2806    We have well established ML methods (i.e., models in production for more than 2 years)
## 2807    We have well established ML methods (i.e., models in production for more than 2 years)
## 2808                                                                                      <NA>
## 2809 We use ML methods for generating insights (but do not put working models into production)
## 2810                                                                                      <NA>
## 2811 We use ML methods for generating insights (but do not put working models into production)
## 2812   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2813 We use ML methods for generating insights (but do not put working models into production)
## 2814                                                             No (we do not use ML methods)
## 2815                                                                                      <NA>
## 2816                                                                             I do not know
## 2817                                                             No (we do not use ML methods)
## 2818    We have well established ML methods (i.e., models in production for more than 2 years)
## 2819                 We are exploring ML methods (and may one day put a model into production)
## 2820 We use ML methods for generating insights (but do not put working models into production)
## 2821                                                                             I do not know
## 2822                                                                                      <NA>
## 2823                                                                                      <NA>
## 2824   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2825                                                             No (we do not use ML methods)
## 2826                                                             No (we do not use ML methods)
## 2827                                                                                      <NA>
## 2828                                                                                      <NA>
## 2829                                                             No (we do not use ML methods)
## 2830                 We are exploring ML methods (and may one day put a model into production)
## 2831                                                                                      <NA>
## 2832 We use ML methods for generating insights (but do not put working models into production)
## 2833                 We are exploring ML methods (and may one day put a model into production)
## 2834    We have well established ML methods (i.e., models in production for more than 2 years)
## 2835                                                                                      <NA>
## 2836   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2837    We have well established ML methods (i.e., models in production for more than 2 years)
## 2838                                                                                      <NA>
## 2839                 We are exploring ML methods (and may one day put a model into production)
## 2840                                                                                      <NA>
## 2841                 We are exploring ML methods (and may one day put a model into production)
## 2842                                                                             I do not know
## 2843                                                             No (we do not use ML methods)
## 2844 We use ML methods for generating insights (but do not put working models into production)
## 2845                                                                                      <NA>
## 2846 We use ML methods for generating insights (but do not put working models into production)
## 2847                                                             No (we do not use ML methods)
## 2848                                                                                      <NA>
## 2849   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2850 We use ML methods for generating insights (but do not put working models into production)
## 2851                 We are exploring ML methods (and may one day put a model into production)
## 2852                                                                                      <NA>
## 2853 We use ML methods for generating insights (but do not put working models into production)
## 2854                                                             No (we do not use ML methods)
## 2855                                                                                      <NA>
## 2856                 We are exploring ML methods (and may one day put a model into production)
## 2857 We use ML methods for generating insights (but do not put working models into production)
## 2858   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2859                                                                                      <NA>
## 2860                                                                                      <NA>
## 2861                                                                                      <NA>
## 2862                                                             No (we do not use ML methods)
## 2863                                                             No (we do not use ML methods)
## 2864                                                                             I do not know
## 2865                                                             No (we do not use ML methods)
## 2866                                                                                      <NA>
## 2867                 We are exploring ML methods (and may one day put a model into production)
## 2868   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2869   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2870                                                                                      <NA>
## 2871                                                             No (we do not use ML methods)
## 2872    We have well established ML methods (i.e., models in production for more than 2 years)
## 2873                                                                                      <NA>
## 2874                                                                                      <NA>
## 2875                                                                             I do not know
## 2876                 We are exploring ML methods (and may one day put a model into production)
## 2877                                                             No (we do not use ML methods)
## 2878                                                             No (we do not use ML methods)
## 2879 We use ML methods for generating insights (but do not put working models into production)
## 2880                 We are exploring ML methods (and may one day put a model into production)
## 2881   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2882    We have well established ML methods (i.e., models in production for more than 2 years)
## 2883                                                                                      <NA>
## 2884                                                                                      <NA>
## 2885   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2886                                                             No (we do not use ML methods)
## 2887                                                             No (we do not use ML methods)
## 2888   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2889                 We are exploring ML methods (and may one day put a model into production)
## 2890                                                             No (we do not use ML methods)
## 2891   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2892    We have well established ML methods (i.e., models in production for more than 2 years)
## 2893    We have well established ML methods (i.e., models in production for more than 2 years)
## 2894                 We are exploring ML methods (and may one day put a model into production)
## 2895    We have well established ML methods (i.e., models in production for more than 2 years)
## 2896                                                                                      <NA>
## 2897                 We are exploring ML methods (and may one day put a model into production)
## 2898    We have well established ML methods (i.e., models in production for more than 2 years)
## 2899                                                                                      <NA>
## 2900                                                                                      <NA>
## 2901                                                                                      <NA>
## 2902                                                                                      <NA>
## 2903                                                                                      <NA>
## 2904                                                                                      <NA>
## 2905   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2906 We use ML methods for generating insights (but do not put working models into production)
## 2907    We have well established ML methods (i.e., models in production for more than 2 years)
## 2908                 We are exploring ML methods (and may one day put a model into production)
## 2909                 We are exploring ML methods (and may one day put a model into production)
## 2910   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2911                                                                                      <NA>
## 2912    We have well established ML methods (i.e., models in production for more than 2 years)
## 2913    We have well established ML methods (i.e., models in production for more than 2 years)
## 2914 We use ML methods for generating insights (but do not put working models into production)
## 2915                                                                                      <NA>
## 2916                 We are exploring ML methods (and may one day put a model into production)
## 2917    We have well established ML methods (i.e., models in production for more than 2 years)
## 2918    We have well established ML methods (i.e., models in production for more than 2 years)
## 2919                                                                             I do not know
## 2920                                                                                      <NA>
## 2921                 We are exploring ML methods (and may one day put a model into production)
## 2922 We use ML methods for generating insights (but do not put working models into production)
## 2923                 We are exploring ML methods (and may one day put a model into production)
## 2924                                                             No (we do not use ML methods)
## 2925                                                                             I do not know
## 2926                                                                                      <NA>
## 2927                                                                                      <NA>
## 2928                                                                                      <NA>
## 2929                                                                             I do not know
## 2930    We have well established ML methods (i.e., models in production for more than 2 years)
## 2931                                                                                      <NA>
## 2932 We use ML methods for generating insights (but do not put working models into production)
## 2933                                                                                      <NA>
## 2934 We use ML methods for generating insights (but do not put working models into production)
## 2935                                                                                      <NA>
## 2936                                                             No (we do not use ML methods)
## 2937                                                                                      <NA>
## 2938                                                                             I do not know
## 2939                                                                             I do not know
## 2940 We use ML methods for generating insights (but do not put working models into production)
## 2941   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2942                                                                             I do not know
## 2943                                                                                      <NA>
## 2944                 We are exploring ML methods (and may one day put a model into production)
## 2945                                                                             I do not know
## 2946                                                                                      <NA>
## 2947                                                                                      <NA>
## 2948    We have well established ML methods (i.e., models in production for more than 2 years)
## 2949                                                                                      <NA>
## 2950                                                                                      <NA>
## 2951                                                                                      <NA>
## 2952                                                             No (we do not use ML methods)
## 2953                                                                                      <NA>
## 2954                                                                                      <NA>
## 2955   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2956                                                             No (we do not use ML methods)
## 2957                                                             No (we do not use ML methods)
## 2958 We use ML methods for generating insights (but do not put working models into production)
## 2959 We use ML methods for generating insights (but do not put working models into production)
## 2960                 We are exploring ML methods (and may one day put a model into production)
## 2961    We have well established ML methods (i.e., models in production for more than 2 years)
## 2962   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2963 We use ML methods for generating insights (but do not put working models into production)
## 2964                                                             No (we do not use ML methods)
## 2965                                                                             I do not know
## 2966                                                                             I do not know
## 2967                                                                                      <NA>
## 2968    We have well established ML methods (i.e., models in production for more than 2 years)
## 2969                                                                                      <NA>
## 2970   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2971                                                                                      <NA>
## 2972                                                                                      <NA>
## 2973                                                                                      <NA>
## 2974                 We are exploring ML methods (and may one day put a model into production)
## 2975                                                                                      <NA>
## 2976   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2977                 We are exploring ML methods (and may one day put a model into production)
## 2978   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2979    We have well established ML methods (i.e., models in production for more than 2 years)
## 2980   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2981   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2982                 We are exploring ML methods (and may one day put a model into production)
## 2983                 We are exploring ML methods (and may one day put a model into production)
## 2984                 We are exploring ML methods (and may one day put a model into production)
## 2985    We have well established ML methods (i.e., models in production for more than 2 years)
## 2986                                                                             I do not know
## 2987                                                                             I do not know
## 2988                                                                                      <NA>
## 2989                                                                                      <NA>
## 2990                 We are exploring ML methods (and may one day put a model into production)
## 2991                 We are exploring ML methods (and may one day put a model into production)
## 2992                                                                                      <NA>
## 2993                                                                                      <NA>
## 2994                                                             No (we do not use ML methods)
## 2995                                                                                      <NA>
## 2996                                                                                      <NA>
## 2997 We use ML methods for generating insights (but do not put working models into production)
## 2998                                                             No (we do not use ML methods)
## 2999                 We are exploring ML methods (and may one day put a model into production)
## 3000    We have well established ML methods (i.e., models in production for more than 2 years)
## 3001                 We are exploring ML methods (and may one day put a model into production)
## 3002    We have well established ML methods (i.e., models in production for more than 2 years)
## 3003 We use ML methods for generating insights (but do not put working models into production)
## 3004                 We are exploring ML methods (and may one day put a model into production)
## 3005                                                                                      <NA>
## 3006                                                             No (we do not use ML methods)
## 3007                 We are exploring ML methods (and may one day put a model into production)
## 3008    We have well established ML methods (i.e., models in production for more than 2 years)
## 3009   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3010 We use ML methods for generating insights (but do not put working models into production)
## 3011                                                             No (we do not use ML methods)
## 3012                                                                                      <NA>
## 3013    We have well established ML methods (i.e., models in production for more than 2 years)
## 3014    We have well established ML methods (i.e., models in production for more than 2 years)
## 3015                                                                             I do not know
## 3016                                                                                      <NA>
## 3017                 We are exploring ML methods (and may one day put a model into production)
## 3018                                                                                      <NA>
## 3019                 We are exploring ML methods (and may one day put a model into production)
## 3020                                                                                      <NA>
## 3021                                                                                      <NA>
## 3022                                                                                      <NA>
## 3023    We have well established ML methods (i.e., models in production for more than 2 years)
## 3024                                                             No (we do not use ML methods)
## 3025    We have well established ML methods (i.e., models in production for more than 2 years)
## 3026    We have well established ML methods (i.e., models in production for more than 2 years)
## 3027                                                             No (we do not use ML methods)
## 3028 We use ML methods for generating insights (but do not put working models into production)
## 3029                                                             No (we do not use ML methods)
## 3030                 We are exploring ML methods (and may one day put a model into production)
## 3031 We use ML methods for generating insights (but do not put working models into production)
## 3032                 We are exploring ML methods (and may one day put a model into production)
## 3033   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3034                                                             No (we do not use ML methods)
## 3035                                                             No (we do not use ML methods)
## 3036                 We are exploring ML methods (and may one day put a model into production)
## 3037                                                                                      <NA>
## 3038                                                                                      <NA>
## 3039    We have well established ML methods (i.e., models in production for more than 2 years)
## 3040                                                                                      <NA>
## 3041    We have well established ML methods (i.e., models in production for more than 2 years)
## 3042   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3043   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3044                                                             No (we do not use ML methods)
## 3045                                                                             I do not know
## 3046                 We are exploring ML methods (and may one day put a model into production)
## 3047   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3048    We have well established ML methods (i.e., models in production for more than 2 years)
## 3049    We have well established ML methods (i.e., models in production for more than 2 years)
## 3050    We have well established ML methods (i.e., models in production for more than 2 years)
## 3051                 We are exploring ML methods (and may one day put a model into production)
## 3052                 We are exploring ML methods (and may one day put a model into production)
## 3053                                                             No (we do not use ML methods)
## 3054                                                                                      <NA>
## 3055                                                                                      <NA>
## 3056                                                                                      <NA>
## 3057                                                                                      <NA>
## 3058    We have well established ML methods (i.e., models in production for more than 2 years)
## 3059   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3060                                                                                      <NA>
## 3061                                                                                      <NA>
## 3062                                                                                      <NA>
## 3063   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3064                                                                                      <NA>
## 3065   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3066    We have well established ML methods (i.e., models in production for more than 2 years)
## 3067                                                                                      <NA>
## 3068                                                                                      <NA>
## 3069   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3070   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3071    We have well established ML methods (i.e., models in production for more than 2 years)
## 3072                                                                                      <NA>
## 3073 We use ML methods for generating insights (but do not put working models into production)
## 3074                                                                             I do not know
## 3075   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3076 We use ML methods for generating insights (but do not put working models into production)
## 3077                                                                                      <NA>
## 3078                                                             No (we do not use ML methods)
## 3079                                                                                      <NA>
## 3080                                                             No (we do not use ML methods)
## 3081                                                             No (we do not use ML methods)
## 3082                                                                             I do not know
## 3083                                                                                      <NA>
## 3084                                                                                      <NA>
## 3085   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3086    We have well established ML methods (i.e., models in production for more than 2 years)
## 3087    We have well established ML methods (i.e., models in production for more than 2 years)
## 3088                                                                                      <NA>
## 3089                 We are exploring ML methods (and may one day put a model into production)
## 3090   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3091                                                             No (we do not use ML methods)
## 3092                                                             No (we do not use ML methods)
## 3093                 We are exploring ML methods (and may one day put a model into production)
## 3094                                                             No (we do not use ML methods)
## 3095                                                                                      <NA>
## 3096                                                                                      <NA>
## 3097    We have well established ML methods (i.e., models in production for more than 2 years)
## 3098    We have well established ML methods (i.e., models in production for more than 2 years)
## 3099                                                                                      <NA>
## 3100                                                                                      <NA>
## 3101   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3102                 We are exploring ML methods (and may one day put a model into production)
## 3103                                                             No (we do not use ML methods)
## 3104                                                                                      <NA>
## 3105                                                                                      <NA>
## 3106                 We are exploring ML methods (and may one day put a model into production)
## 3107   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3108    We have well established ML methods (i.e., models in production for more than 2 years)
## 3109                                                                             I do not know
## 3110                                                                                      <NA>
## 3111                                                                                      <NA>
## 3112                                                                             I do not know
## 3113                 We are exploring ML methods (and may one day put a model into production)
## 3114                                                             No (we do not use ML methods)
## 3115                                                                                      <NA>
## 3116                                                                                      <NA>
## 3117                                                                                      <NA>
## 3118                                                                                      <NA>
## 3119                                                                             I do not know
## 3120                 We are exploring ML methods (and may one day put a model into production)
## 3121                                                             No (we do not use ML methods)
## 3122    We have well established ML methods (i.e., models in production for more than 2 years)
## 3123    We have well established ML methods (i.e., models in production for more than 2 years)
## 3124   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3125   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3126   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3127   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3128 We use ML methods for generating insights (but do not put working models into production)
## 3129                 We are exploring ML methods (and may one day put a model into production)
## 3130 We use ML methods for generating insights (but do not put working models into production)
## 3131   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3132                                                             No (we do not use ML methods)
## 3133    We have well established ML methods (i.e., models in production for more than 2 years)
## 3134    We have well established ML methods (i.e., models in production for more than 2 years)
## 3135                                                                                      <NA>
## 3136    We have well established ML methods (i.e., models in production for more than 2 years)
## 3137                                                             No (we do not use ML methods)
## 3138                                                             No (we do not use ML methods)
## 3139                 We are exploring ML methods (and may one day put a model into production)
## 3140                                                                                      <NA>
## 3141                                                                                      <NA>
## 3142                 We are exploring ML methods (and may one day put a model into production)
## 3143    We have well established ML methods (i.e., models in production for more than 2 years)
## 3144                                                             No (we do not use ML methods)
## 3145   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3146 We use ML methods for generating insights (but do not put working models into production)
## 3147                                                                             I do not know
## 3148    We have well established ML methods (i.e., models in production for more than 2 years)
## 3149                                                             No (we do not use ML methods)
## 3150 We use ML methods for generating insights (but do not put working models into production)
## 3151                 We are exploring ML methods (and may one day put a model into production)
## 3152                                                             No (we do not use ML methods)
## 3153    We have well established ML methods (i.e., models in production for more than 2 years)
## 3154                                                                                      <NA>
## 3155                 We are exploring ML methods (and may one day put a model into production)
## 3156   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3157                 We are exploring ML methods (and may one day put a model into production)
## 3158                                                             No (we do not use ML methods)
## 3159                                                                                      <NA>
## 3160                                                                             I do not know
## 3161                                                                                      <NA>
## 3162   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3163                                                                                      <NA>
## 3164                 We are exploring ML methods (and may one day put a model into production)
## 3165                 We are exploring ML methods (and may one day put a model into production)
## 3166    We have well established ML methods (i.e., models in production for more than 2 years)
## 3167                                                             No (we do not use ML methods)
## 3168   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3169                                                             No (we do not use ML methods)
## 3170                 We are exploring ML methods (and may one day put a model into production)
## 3171 We use ML methods for generating insights (but do not put working models into production)
## 3172                                                                                      <NA>
## 3173                                                                                      <NA>
## 3174   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3175                 We are exploring ML methods (and may one day put a model into production)
## 3176                                                                                      <NA>
## 3177                 We are exploring ML methods (and may one day put a model into production)
## 3178 We use ML methods for generating insights (but do not put working models into production)
## 3179                 We are exploring ML methods (and may one day put a model into production)
## 3180                 We are exploring ML methods (and may one day put a model into production)
## 3181                 We are exploring ML methods (and may one day put a model into production)
## 3182    We have well established ML methods (i.e., models in production for more than 2 years)
## 3183                                                                                      <NA>
## 3184                 We are exploring ML methods (and may one day put a model into production)
## 3185                 We are exploring ML methods (and may one day put a model into production)
## 3186 We use ML methods for generating insights (but do not put working models into production)
## 3187   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3188                                                             No (we do not use ML methods)
## 3189   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3190   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3191    We have well established ML methods (i.e., models in production for more than 2 years)
## 3192 We use ML methods for generating insights (but do not put working models into production)
## 3193                 We are exploring ML methods (and may one day put a model into production)
## 3194                 We are exploring ML methods (and may one day put a model into production)
## 3195                 We are exploring ML methods (and may one day put a model into production)
## 3196                                                                                      <NA>
## 3197 We use ML methods for generating insights (but do not put working models into production)
## 3198    We have well established ML methods (i.e., models in production for more than 2 years)
## 3199                                                                                      <NA>
## 3200   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3201    We have well established ML methods (i.e., models in production for more than 2 years)
## 3202                                                             No (we do not use ML methods)
## 3203 We use ML methods for generating insights (but do not put working models into production)
## 3204 We use ML methods for generating insights (but do not put working models into production)
## 3205    We have well established ML methods (i.e., models in production for more than 2 years)
## 3206                 We are exploring ML methods (and may one day put a model into production)
## 3207                                                                                      <NA>
## 3208                                                                                      <NA>
## 3209                                                                                      <NA>
## 3210   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3211                                                             No (we do not use ML methods)
## 3212                                                                                      <NA>
## 3213                                                                                      <NA>
## 3214                 We are exploring ML methods (and may one day put a model into production)
## 3215                                                                             I do not know
## 3216    We have well established ML methods (i.e., models in production for more than 2 years)
## 3217                 We are exploring ML methods (and may one day put a model into production)
## 3218    We have well established ML methods (i.e., models in production for more than 2 years)
## 3219 We use ML methods for generating insights (but do not put working models into production)
## 3220 We use ML methods for generating insights (but do not put working models into production)
## 3221 We use ML methods for generating insights (but do not put working models into production)
## 3222 We use ML methods for generating insights (but do not put working models into production)
## 3223    We have well established ML methods (i.e., models in production for more than 2 years)
## 3224 We use ML methods for generating insights (but do not put working models into production)
## 3225                 We are exploring ML methods (and may one day put a model into production)
## 3226                                                             No (we do not use ML methods)
## 3227                                                             No (we do not use ML methods)
## 3228                                                                                      <NA>
## 3229                                                                                      <NA>
## 3230                                                                                      <NA>
## 3231                                                                                      <NA>
## 3232                                                                                      <NA>
## 3233                                                                                      <NA>
## 3234                                                                                      <NA>
## 3235                                                                             I do not know
## 3236                                                                                      <NA>
## 3237                                                             No (we do not use ML methods)
## 3238    We have well established ML methods (i.e., models in production for more than 2 years)
## 3239                                                                                      <NA>
## 3240                                                                             I do not know
## 3241                                                                                      <NA>
## 3242                                                                                      <NA>
## 3243   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3244    We have well established ML methods (i.e., models in production for more than 2 years)
## 3245    We have well established ML methods (i.e., models in production for more than 2 years)
## 3246   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3247   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3248   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3249    We have well established ML methods (i.e., models in production for more than 2 years)
## 3250    We have well established ML methods (i.e., models in production for more than 2 years)
## 3251                                                             No (we do not use ML methods)
## 3252                                                             No (we do not use ML methods)
## 3253                                                                                      <NA>
## 3254    We have well established ML methods (i.e., models in production for more than 2 years)
## 3255                                                             No (we do not use ML methods)
## 3256    We have well established ML methods (i.e., models in production for more than 2 years)
## 3257                                                             No (we do not use ML methods)
## 3258   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3259                                                                                      <NA>
## 3260                                                                             I do not know
## 3261                 We are exploring ML methods (and may one day put a model into production)
## 3262   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3263    We have well established ML methods (i.e., models in production for more than 2 years)
## 3264                                                                                      <NA>
## 3265                                                                                      <NA>
## 3266 We use ML methods for generating insights (but do not put working models into production)
## 3267                                                             No (we do not use ML methods)
## 3268   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3269    We have well established ML methods (i.e., models in production for more than 2 years)
## 3270                 We are exploring ML methods (and may one day put a model into production)
## 3271                                                             No (we do not use ML methods)
## 3272                                                                                      <NA>
## 3273   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3274                                                             No (we do not use ML methods)
## 3275   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3276    We have well established ML methods (i.e., models in production for more than 2 years)
## 3277                 We are exploring ML methods (and may one day put a model into production)
## 3278                                                             No (we do not use ML methods)
## 3279   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3280                 We are exploring ML methods (and may one day put a model into production)
## 3281                                                                                      <NA>
## 3282                                                             No (we do not use ML methods)
## 3283                                                                                      <NA>
## 3284   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3285                                                                                      <NA>
## 3286   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3287   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3288                                                                             I do not know
## 3289                                                             No (we do not use ML methods)
## 3290                                                                                      <NA>
## 3291                                                                                      <NA>
## 3292                                                                             I do not know
## 3293 We use ML methods for generating insights (but do not put working models into production)
## 3294 We use ML methods for generating insights (but do not put working models into production)
## 3295                 We are exploring ML methods (and may one day put a model into production)
## 3296    We have well established ML methods (i.e., models in production for more than 2 years)
## 3297                                                                                      <NA>
## 3298    We have well established ML methods (i.e., models in production for more than 2 years)
## 3299   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3300                 We are exploring ML methods (and may one day put a model into production)
## 3301                 We are exploring ML methods (and may one day put a model into production)
## 3302    We have well established ML methods (i.e., models in production for more than 2 years)
## 3303    We have well established ML methods (i.e., models in production for more than 2 years)
## 3304   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3305                                                                                      <NA>
## 3306                                                                                      <NA>
## 3307                                                             No (we do not use ML methods)
## 3308    We have well established ML methods (i.e., models in production for more than 2 years)
## 3309                                                             No (we do not use ML methods)
## 3310   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3311   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3312                                                             No (we do not use ML methods)
## 3313    We have well established ML methods (i.e., models in production for more than 2 years)
## 3314                 We are exploring ML methods (and may one day put a model into production)
## 3315                                                                             I do not know
## 3316 We use ML methods for generating insights (but do not put working models into production)
## 3317                                                                                      <NA>
## 3318                 We are exploring ML methods (and may one day put a model into production)
## 3319 We use ML methods for generating insights (but do not put working models into production)
## 3320                 We are exploring ML methods (and may one day put a model into production)
## 3321                                                             No (we do not use ML methods)
## 3322                                                                                      <NA>
## 3323    We have well established ML methods (i.e., models in production for more than 2 years)
## 3324                                                                                      <NA>
## 3325                                                                                      <NA>
## 3326    We have well established ML methods (i.e., models in production for more than 2 years)
## 3327                 We are exploring ML methods (and may one day put a model into production)
## 3328    We have well established ML methods (i.e., models in production for more than 2 years)
## 3329   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3330   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3331                                                                                      <NA>
## 3332                                                                                      <NA>
## 3333                 We are exploring ML methods (and may one day put a model into production)
## 3334                                                                                      <NA>
## 3335                                                                                      <NA>
## 3336                 We are exploring ML methods (and may one day put a model into production)
## 3337                                                                                      <NA>
## 3338   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3339                                                             No (we do not use ML methods)
## 3340    We have well established ML methods (i.e., models in production for more than 2 years)
## 3341                                                             No (we do not use ML methods)
## 3342                                                                                      <NA>
## 3343    We have well established ML methods (i.e., models in production for more than 2 years)
## 3344                 We are exploring ML methods (and may one day put a model into production)
## 3345                                                                                      <NA>
## 3346   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3347                                                                                      <NA>
## 3348   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3349 We use ML methods for generating insights (but do not put working models into production)
## 3350                                                                                      <NA>
## 3351    We have well established ML methods (i.e., models in production for more than 2 years)
## 3352                                                                                      <NA>
## 3353    We have well established ML methods (i.e., models in production for more than 2 years)
## 3354    We have well established ML methods (i.e., models in production for more than 2 years)
## 3355                                                             No (we do not use ML methods)
## 3356   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3357    We have well established ML methods (i.e., models in production for more than 2 years)
## 3358                                                                             I do not know
## 3359                                                                             I do not know
## 3360                                                             No (we do not use ML methods)
## 3361                                                             No (we do not use ML methods)
## 3362                                                                                      <NA>
## 3363   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3364                 We are exploring ML methods (and may one day put a model into production)
## 3365                                                                                      <NA>
## 3366    We have well established ML methods (i.e., models in production for more than 2 years)
## 3367 We use ML methods for generating insights (but do not put working models into production)
## 3368                                                                             I do not know
## 3369                                                                                      <NA>
## 3370    We have well established ML methods (i.e., models in production for more than 2 years)
## 3371   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3372                 We are exploring ML methods (and may one day put a model into production)
## 3373                                                             No (we do not use ML methods)
## 3374                                                                             I do not know
## 3375                 We are exploring ML methods (and may one day put a model into production)
## 3376                 We are exploring ML methods (and may one day put a model into production)
## 3377   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3378   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3379   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3380                                                                                      <NA>
## 3381   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3382   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3383                                                                             I do not know
## 3384                                                                                      <NA>
## 3385    We have well established ML methods (i.e., models in production for more than 2 years)
## 3386                                                             No (we do not use ML methods)
## 3387                 We are exploring ML methods (and may one day put a model into production)
## 3388   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3389    We have well established ML methods (i.e., models in production for more than 2 years)
## 3390                                                                                      <NA>
## 3391                                                                                      <NA>
## 3392   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3393    We have well established ML methods (i.e., models in production for more than 2 years)
## 3394   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3395                                                                                      <NA>
## 3396                 We are exploring ML methods (and may one day put a model into production)
## 3397                                                             No (we do not use ML methods)
## 3398                                                                                      <NA>
## 3399                 We are exploring ML methods (and may one day put a model into production)
## 3400                                                             No (we do not use ML methods)
## 3401                                                                                      <NA>
## 3402                 We are exploring ML methods (and may one day put a model into production)
## 3403                 We are exploring ML methods (and may one day put a model into production)
## 3404                                                             No (we do not use ML methods)
## 3405   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3406                                                                             I do not know
## 3407    We have well established ML methods (i.e., models in production for more than 2 years)
## 3408                 We are exploring ML methods (and may one day put a model into production)
## 3409                 We are exploring ML methods (and may one day put a model into production)
## 3410                 We are exploring ML methods (and may one day put a model into production)
## 3411    We have well established ML methods (i.e., models in production for more than 2 years)
## 3412    We have well established ML methods (i.e., models in production for more than 2 years)
## 3413                                                                                      <NA>
## 3414                                                                                      <NA>
## 3415                                                                                      <NA>
## 3416   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3417    We have well established ML methods (i.e., models in production for more than 2 years)
## 3418    We have well established ML methods (i.e., models in production for more than 2 years)
## 3419    We have well established ML methods (i.e., models in production for more than 2 years)
## 3420                                                                                      <NA>
## 3421                 We are exploring ML methods (and may one day put a model into production)
## 3422                 We are exploring ML methods (and may one day put a model into production)
## 3423                                                                                      <NA>
## 3424                 We are exploring ML methods (and may one day put a model into production)
## 3425                                                             No (we do not use ML methods)
## 3426                                                             No (we do not use ML methods)
## 3427                 We are exploring ML methods (and may one day put a model into production)
## 3428                                                             No (we do not use ML methods)
## 3429                 We are exploring ML methods (and may one day put a model into production)
## 3430 We use ML methods for generating insights (but do not put working models into production)
## 3431   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3432                 We are exploring ML methods (and may one day put a model into production)
## 3433                                                             No (we do not use ML methods)
## 3434                                                                                      <NA>
## 3435    We have well established ML methods (i.e., models in production for more than 2 years)
## 3436                                                                                      <NA>
## 3437 We use ML methods for generating insights (but do not put working models into production)
## 3438                 We are exploring ML methods (and may one day put a model into production)
## 3439                 We are exploring ML methods (and may one day put a model into production)
## 3440    We have well established ML methods (i.e., models in production for more than 2 years)
## 3441    We have well established ML methods (i.e., models in production for more than 2 years)
## 3442                 We are exploring ML methods (and may one day put a model into production)
## 3443                 We are exploring ML methods (and may one day put a model into production)
## 3444                                                                                      <NA>
## 3445                                                                             I do not know
## 3446   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3447                                                                             I do not know
## 3448    We have well established ML methods (i.e., models in production for more than 2 years)
## 3449                                                                                      <NA>
## 3450                                                                                      <NA>
## 3451                                                                             I do not know
## 3452    We have well established ML methods (i.e., models in production for more than 2 years)
## 3453                                                                                      <NA>
## 3454   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3455                                                                                      <NA>
## 3456                 We are exploring ML methods (and may one day put a model into production)
## 3457                                                             No (we do not use ML methods)
## 3458 We use ML methods for generating insights (but do not put working models into production)
## 3459   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3460   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3461    We have well established ML methods (i.e., models in production for more than 2 years)
## 3462                                                                                      <NA>
## 3463                 We are exploring ML methods (and may one day put a model into production)
## 3464   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3465    We have well established ML methods (i.e., models in production for more than 2 years)
## 3466   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3467    We have well established ML methods (i.e., models in production for more than 2 years)
## 3468   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3469                                                             No (we do not use ML methods)
## 3470                                                                                      <NA>
## 3471    We have well established ML methods (i.e., models in production for more than 2 years)
## 3472                                                                                      <NA>
## 3473    We have well established ML methods (i.e., models in production for more than 2 years)
## 3474                                                             No (we do not use ML methods)
## 3475    We have well established ML methods (i.e., models in production for more than 2 years)
## 3476                                                             No (we do not use ML methods)
## 3477    We have well established ML methods (i.e., models in production for more than 2 years)
## 3478                                                                                      <NA>
## 3479                                                                             I do not know
## 3480 We use ML methods for generating insights (but do not put working models into production)
## 3481 We use ML methods for generating insights (but do not put working models into production)
## 3482                                                                                      <NA>
## 3483                                                                                      <NA>
## 3484                                                                             I do not know
## 3485                                                                                      <NA>
## 3486                 We are exploring ML methods (and may one day put a model into production)
## 3487    We have well established ML methods (i.e., models in production for more than 2 years)
## 3488                                                             No (we do not use ML methods)
## 3489   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3490                 We are exploring ML methods (and may one day put a model into production)
## 3491   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3492    We have well established ML methods (i.e., models in production for more than 2 years)
## 3493                                                             No (we do not use ML methods)
## 3494                 We are exploring ML methods (and may one day put a model into production)
## 3495                                                             No (we do not use ML methods)
## 3496                                                                                      <NA>
## 3497                 We are exploring ML methods (and may one day put a model into production)
## 3498                                                                                      <NA>
## 3499    We have well established ML methods (i.e., models in production for more than 2 years)
## 3500 We use ML methods for generating insights (but do not put working models into production)
## 3501                                                             No (we do not use ML methods)
## 3502 We use ML methods for generating insights (but do not put working models into production)
## 3503                                                                                      <NA>
## 3504                                                                                      <NA>
## 3505    We have well established ML methods (i.e., models in production for more than 2 years)
## 3506                                                             No (we do not use ML methods)
## 3507   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3508                                                                                      <NA>
## 3509   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3510                                                             No (we do not use ML methods)
## 3511    We have well established ML methods (i.e., models in production for more than 2 years)
## 3512   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3513                                                             No (we do not use ML methods)
## 3514 We use ML methods for generating insights (but do not put working models into production)
## 3515    We have well established ML methods (i.e., models in production for more than 2 years)
## 3516 We use ML methods for generating insights (but do not put working models into production)
## 3517 We use ML methods for generating insights (but do not put working models into production)
## 3518 We use ML methods for generating insights (but do not put working models into production)
## 3519    We have well established ML methods (i.e., models in production for more than 2 years)
## 3520                                                                                      <NA>
## 3521    We have well established ML methods (i.e., models in production for more than 2 years)
## 3522   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3523                                                             No (we do not use ML methods)
## 3524   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3525   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3526                                                             No (we do not use ML methods)
## 3527                                                             No (we do not use ML methods)
## 3528                 We are exploring ML methods (and may one day put a model into production)
## 3529 We use ML methods for generating insights (but do not put working models into production)
## 3530                 We are exploring ML methods (and may one day put a model into production)
## 3531   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3532                                                                                      <NA>
## 3533    We have well established ML methods (i.e., models in production for more than 2 years)
## 3534    We have well established ML methods (i.e., models in production for more than 2 years)
## 3535 We use ML methods for generating insights (but do not put working models into production)
## 3536   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3537   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3538   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3539                                                                                      <NA>
## 3540                                                             No (we do not use ML methods)
## 3541                 We are exploring ML methods (and may one day put a model into production)
## 3542 We use ML methods for generating insights (but do not put working models into production)
## 3543   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3544                 We are exploring ML methods (and may one day put a model into production)
## 3545                                                             No (we do not use ML methods)
## 3546    We have well established ML methods (i.e., models in production for more than 2 years)
## 3547                 We are exploring ML methods (and may one day put a model into production)
## 3548 We use ML methods for generating insights (but do not put working models into production)
## 3549                                                                                      <NA>
## 3550   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3551                                                                             I do not know
## 3552                                                             No (we do not use ML methods)
## 3553 We use ML methods for generating insights (but do not put working models into production)
## 3554 We use ML methods for generating insights (but do not put working models into production)
## 3555                                                             No (we do not use ML methods)
## 3556                                                             No (we do not use ML methods)
## 3557                                                                                      <NA>
## 3558 We use ML methods for generating insights (but do not put working models into production)
## 3559                 We are exploring ML methods (and may one day put a model into production)
## 3560                                                                                      <NA>
## 3561                                                                                      <NA>
## 3562                 We are exploring ML methods (and may one day put a model into production)
## 3563                 We are exploring ML methods (and may one day put a model into production)
## 3564   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3565   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3566    We have well established ML methods (i.e., models in production for more than 2 years)
## 3567                 We are exploring ML methods (and may one day put a model into production)
## 3568                                                             No (we do not use ML methods)
## 3569                                                                                      <NA>
## 3570                                                                                      <NA>
## 3571    We have well established ML methods (i.e., models in production for more than 2 years)
## 3572                                                                             I do not know
## 3573    We have well established ML methods (i.e., models in production for more than 2 years)
## 3574   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3575                                                                                      <NA>
## 3576 We use ML methods for generating insights (but do not put working models into production)
## 3577   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3578   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3579                                                                                      <NA>
## 3580                                                                                      <NA>
## 3581                 We are exploring ML methods (and may one day put a model into production)
## 3582                 We are exploring ML methods (and may one day put a model into production)
## 3583                                                             No (we do not use ML methods)
## 3584                                                             No (we do not use ML methods)
## 3585 We use ML methods for generating insights (but do not put working models into production)
## 3586                                                                                      <NA>
## 3587   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3588   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3589                                                                                      <NA>
## 3590   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3591                 We are exploring ML methods (and may one day put a model into production)
## 3592                                                                                      <NA>
## 3593                                                                                      <NA>
## 3594                 We are exploring ML methods (and may one day put a model into production)
## 3595                 We are exploring ML methods (and may one day put a model into production)
## 3596   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3597                                                                                      <NA>
## 3598                                                             No (we do not use ML methods)
## 3599                                                             No (we do not use ML methods)
## 3600 We use ML methods for generating insights (but do not put working models into production)
## 3601                                                                                      <NA>
## 3602   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3603    We have well established ML methods (i.e., models in production for more than 2 years)
## 3604                 We are exploring ML methods (and may one day put a model into production)
## 3605    We have well established ML methods (i.e., models in production for more than 2 years)
## 3606                 We are exploring ML methods (and may one day put a model into production)
## 3607   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3608                 We are exploring ML methods (and may one day put a model into production)
## 3609                                                                                      <NA>
## 3610    We have well established ML methods (i.e., models in production for more than 2 years)
## 3611   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3612                                                                                      <NA>
## 3613   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3614   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3615 We use ML methods for generating insights (but do not put working models into production)
## 3616                 We are exploring ML methods (and may one day put a model into production)
## 3617   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3618   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3619                                                                                      <NA>
## 3620                                                                                      <NA>
## 3621   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3622                                                             No (we do not use ML methods)
## 3623                                                                                      <NA>
## 3624                 We are exploring ML methods (and may one day put a model into production)
## 3625    We have well established ML methods (i.e., models in production for more than 2 years)
## 3626 We use ML methods for generating insights (but do not put working models into production)
## 3627                                                             No (we do not use ML methods)
## 3628                                                                                      <NA>
## 3629                                                                                      <NA>
## 3630                                                                                      <NA>
## 3631    We have well established ML methods (i.e., models in production for more than 2 years)
## 3632                                                             No (we do not use ML methods)
## 3633 We use ML methods for generating insights (but do not put working models into production)
## 3634   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3635                                                                                      <NA>
## 3636                 We are exploring ML methods (and may one day put a model into production)
## 3637                                                                                      <NA>
## 3638                 We are exploring ML methods (and may one day put a model into production)
## 3639   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3640    We have well established ML methods (i.e., models in production for more than 2 years)
## 3641   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3642    We have well established ML methods (i.e., models in production for more than 2 years)
## 3643                                                             No (we do not use ML methods)
## 3644                                                                                      <NA>
## 3645                 We are exploring ML methods (and may one day put a model into production)
## 3646                                                             No (we do not use ML methods)
## 3647                 We are exploring ML methods (and may one day put a model into production)
## 3648 We use ML methods for generating insights (but do not put working models into production)
## 3649   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3650                                                                             I do not know
## 3651                                                             No (we do not use ML methods)
## 3652                                                                                      <NA>
## 3653 We use ML methods for generating insights (but do not put working models into production)
## 3654                 We are exploring ML methods (and may one day put a model into production)
## 3655                                                             No (we do not use ML methods)
## 3656    We have well established ML methods (i.e., models in production for more than 2 years)
## 3657                 We are exploring ML methods (and may one day put a model into production)
## 3658                                                             No (we do not use ML methods)
## 3659                                                                                      <NA>
## 3660   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3661                                                             No (we do not use ML methods)
## 3662                                                             No (we do not use ML methods)
## 3663                                                             No (we do not use ML methods)
## 3664    We have well established ML methods (i.e., models in production for more than 2 years)
## 3665                                                                                      <NA>
## 3666                                                             No (we do not use ML methods)
## 3667                                                             No (we do not use ML methods)
## 3668                                                                                      <NA>
## 3669                                                                                      <NA>
## 3670    We have well established ML methods (i.e., models in production for more than 2 years)
## 3671                                                                                      <NA>
## 3672 We use ML methods for generating insights (but do not put working models into production)
## 3673                                                                                      <NA>
## 3674                 We are exploring ML methods (and may one day put a model into production)
## 3675                                                                                      <NA>
## 3676                                                                                      <NA>
## 3677                                                             No (we do not use ML methods)
## 3678    We have well established ML methods (i.e., models in production for more than 2 years)
## 3679                                                             No (we do not use ML methods)
## 3680                 We are exploring ML methods (and may one day put a model into production)
## 3681    We have well established ML methods (i.e., models in production for more than 2 years)
## 3682    We have well established ML methods (i.e., models in production for more than 2 years)
## 3683   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3684                 We are exploring ML methods (and may one day put a model into production)
## 3685   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3686                 We are exploring ML methods (and may one day put a model into production)
## 3687   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3688                                                                                      <NA>
## 3689                 We are exploring ML methods (and may one day put a model into production)
## 3690    We have well established ML methods (i.e., models in production for more than 2 years)
## 3691                 We are exploring ML methods (and may one day put a model into production)
## 3692    We have well established ML methods (i.e., models in production for more than 2 years)
## 3693                 We are exploring ML methods (and may one day put a model into production)
## 3694                                                                                      <NA>
## 3695                                                                                      <NA>
## 3696   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3697 We use ML methods for generating insights (but do not put working models into production)
## 3698                                                             No (we do not use ML methods)
## 3699   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3700    We have well established ML methods (i.e., models in production for more than 2 years)
## 3701                                                             No (we do not use ML methods)
## 3702                 We are exploring ML methods (and may one day put a model into production)
## 3703    We have well established ML methods (i.e., models in production for more than 2 years)
## 3704   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3705    We have well established ML methods (i.e., models in production for more than 2 years)
## 3706    We have well established ML methods (i.e., models in production for more than 2 years)
## 3707    We have well established ML methods (i.e., models in production for more than 2 years)
## 3708    We have well established ML methods (i.e., models in production for more than 2 years)
## 3709 We use ML methods for generating insights (but do not put working models into production)
## 3710                 We are exploring ML methods (and may one day put a model into production)
## 3711   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3712                                                             No (we do not use ML methods)
## 3713                                                                                      <NA>
## 3714                                                                                      <NA>
## 3715   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3716   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3717 We use ML methods for generating insights (but do not put working models into production)
## 3718    We have well established ML methods (i.e., models in production for more than 2 years)
## 3719 We use ML methods for generating insights (but do not put working models into production)
## 3720   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3721    We have well established ML methods (i.e., models in production for more than 2 years)
## 3722                                                                                      <NA>
## 3723    We have well established ML methods (i.e., models in production for more than 2 years)
## 3724                                                             No (we do not use ML methods)
## 3725    We have well established ML methods (i.e., models in production for more than 2 years)
## 3726                                                                                      <NA>
## 3727                                                                                      <NA>
## 3728                                                                                      <NA>
## 3729                                                             No (we do not use ML methods)
## 3730 We use ML methods for generating insights (but do not put working models into production)
## 3731                                                                                      <NA>
## 3732    We have well established ML methods (i.e., models in production for more than 2 years)
## 3733    We have well established ML methods (i.e., models in production for more than 2 years)
## 3734                 We are exploring ML methods (and may one day put a model into production)
## 3735                                                                                      <NA>
## 3736                 We are exploring ML methods (and may one day put a model into production)
## 3737   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3738   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3739                                                                                      <NA>
## 3740    We have well established ML methods (i.e., models in production for more than 2 years)
## 3741                                                                                      <NA>
## 3742                                                                             I do not know
## 3743                                                             No (we do not use ML methods)
## 3744 We use ML methods for generating insights (but do not put working models into production)
## 3745    We have well established ML methods (i.e., models in production for more than 2 years)
## 3746                 We are exploring ML methods (and may one day put a model into production)
## 3747                                                             No (we do not use ML methods)
## 3748    We have well established ML methods (i.e., models in production for more than 2 years)
## 3749                                                             No (we do not use ML methods)
## 3750                 We are exploring ML methods (and may one day put a model into production)
## 3751                 We are exploring ML methods (and may one day put a model into production)
## 3752                 We are exploring ML methods (and may one day put a model into production)
## 3753                 We are exploring ML methods (and may one day put a model into production)
## 3754    We have well established ML methods (i.e., models in production for more than 2 years)
## 3755                 We are exploring ML methods (and may one day put a model into production)
## 3756                                                             No (we do not use ML methods)
## 3757   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3758 We use ML methods for generating insights (but do not put working models into production)
## 3759                                                                                      <NA>
## 3760 We use ML methods for generating insights (but do not put working models into production)
## 3761    We have well established ML methods (i.e., models in production for more than 2 years)
## 3762                                                             No (we do not use ML methods)
## 3763                 We are exploring ML methods (and may one day put a model into production)
## 3764 We use ML methods for generating insights (but do not put working models into production)
## 3765                                                                                      <NA>
## 3766   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3767                                                                             I do not know
## 3768   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3769                                                                                      <NA>
## 3770                                                             No (we do not use ML methods)
## 3771                                                                             I do not know
## 3772                 We are exploring ML methods (and may one day put a model into production)
## 3773 We use ML methods for generating insights (but do not put working models into production)
## 3774 We use ML methods for generating insights (but do not put working models into production)
## 3775    We have well established ML methods (i.e., models in production for more than 2 years)
## 3776                                                             No (we do not use ML methods)
## 3777                                                                             I do not know
## 3778                 We are exploring ML methods (and may one day put a model into production)
## 3779    We have well established ML methods (i.e., models in production for more than 2 years)
## 3780                                                             No (we do not use ML methods)
## 3781                 We are exploring ML methods (and may one day put a model into production)
## 3782                                                             No (we do not use ML methods)
## 3783                                                             No (we do not use ML methods)
## 3784 We use ML methods for generating insights (but do not put working models into production)
## 3785                                                                                      <NA>
## 3786   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3787    We have well established ML methods (i.e., models in production for more than 2 years)
## 3788    We have well established ML methods (i.e., models in production for more than 2 years)
## 3789                                                             No (we do not use ML methods)
## 3790   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3791   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3792   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3793   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3794   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3795                 We are exploring ML methods (and may one day put a model into production)
## 3796                                                                                      <NA>
## 3797   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3798                 We are exploring ML methods (and may one day put a model into production)
## 3799   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3800                                                             No (we do not use ML methods)
## 3801    We have well established ML methods (i.e., models in production for more than 2 years)
## 3802                                                                             I do not know
## 3803   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3804                                                             No (we do not use ML methods)
## 3805                 We are exploring ML methods (and may one day put a model into production)
## 3806    We have well established ML methods (i.e., models in production for more than 2 years)
## 3807                                                             No (we do not use ML methods)
## 3808   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3809                 We are exploring ML methods (and may one day put a model into production)
## 3810                 We are exploring ML methods (and may one day put a model into production)
## 3811 We use ML methods for generating insights (but do not put working models into production)
## 3812                                                                                      <NA>
## 3813 We use ML methods for generating insights (but do not put working models into production)
## 3814   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3815                                                             No (we do not use ML methods)
## 3816 We use ML methods for generating insights (but do not put working models into production)
## 3817   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3818                                                                                      <NA>
## 3819    We have well established ML methods (i.e., models in production for more than 2 years)
## 3820                                                                                      <NA>
## 3821 We use ML methods for generating insights (but do not put working models into production)
## 3822                                                             No (we do not use ML methods)
## 3823    We have well established ML methods (i.e., models in production for more than 2 years)
## 3824                 We are exploring ML methods (and may one day put a model into production)
## 3825   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3826   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3827                                                             No (we do not use ML methods)
## 3828    We have well established ML methods (i.e., models in production for more than 2 years)
## 3829   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3830                                                                                      <NA>
## 3831    We have well established ML methods (i.e., models in production for more than 2 years)
## 3832                                                                             I do not know
## 3833   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3834                                                                                      <NA>
## 3835   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3836                                                                                      <NA>
## 3837                                                             No (we do not use ML methods)
## 3838                 We are exploring ML methods (and may one day put a model into production)
## 3839 We use ML methods for generating insights (but do not put working models into production)
## 3840                                                                             I do not know
## 3841                 We are exploring ML methods (and may one day put a model into production)
## 3842   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3843                                                                                      <NA>
## 3844 We use ML methods for generating insights (but do not put working models into production)
## 3845   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3846                                                                                      <NA>
## 3847    We have well established ML methods (i.e., models in production for more than 2 years)
## 3848   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3849                 We are exploring ML methods (and may one day put a model into production)
## 3850                                                                                      <NA>
## 3851    We have well established ML methods (i.e., models in production for more than 2 years)
## 3852    We have well established ML methods (i.e., models in production for more than 2 years)
## 3853                                                                             I do not know
## 3854 We use ML methods for generating insights (but do not put working models into production)
## 3855                                                                                      <NA>
## 3856    We have well established ML methods (i.e., models in production for more than 2 years)
## 3857 We use ML methods for generating insights (but do not put working models into production)
## 3858                                                                             I do not know
## 3859                                                                             I do not know
## 3860    We have well established ML methods (i.e., models in production for more than 2 years)
## 3861                                                             No (we do not use ML methods)
## 3862 We use ML methods for generating insights (but do not put working models into production)
## 3863                                                                                      <NA>
## 3864                 We are exploring ML methods (and may one day put a model into production)
## 3865    We have well established ML methods (i.e., models in production for more than 2 years)
## 3866                                                                             I do not know
## 3867                                                             No (we do not use ML methods)
## 3868                 We are exploring ML methods (and may one day put a model into production)
## 3869                                                                                      <NA>
## 3870   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3871                                                                                      <NA>
## 3872                                                                                      <NA>
## 3873 We use ML methods for generating insights (but do not put working models into production)
## 3874    We have well established ML methods (i.e., models in production for more than 2 years)
## 3875 We use ML methods for generating insights (but do not put working models into production)
## 3876    We have well established ML methods (i.e., models in production for more than 2 years)
## 3877                                                                                      <NA>
## 3878    We have well established ML methods (i.e., models in production for more than 2 years)
## 3879                                                                                      <NA>
## 3880                                                                                      <NA>
## 3881                 We are exploring ML methods (and may one day put a model into production)
## 3882    We have well established ML methods (i.e., models in production for more than 2 years)
## 3883                                                                                      <NA>
## 3884                 We are exploring ML methods (and may one day put a model into production)
## 3885 We use ML methods for generating insights (but do not put working models into production)
## 3886                 We are exploring ML methods (and may one day put a model into production)
## 3887                                                                                      <NA>
## 3888                                                             No (we do not use ML methods)
## 3889                 We are exploring ML methods (and may one day put a model into production)
## 3890                                                                                      <NA>
## 3891    We have well established ML methods (i.e., models in production for more than 2 years)
## 3892    We have well established ML methods (i.e., models in production for more than 2 years)
## 3893                 We are exploring ML methods (and may one day put a model into production)
## 3894 We use ML methods for generating insights (but do not put working models into production)
## 3895                                                                                      <NA>
## 3896                                                             No (we do not use ML methods)
## 3897                 We are exploring ML methods (and may one day put a model into production)
## 3898                                                                                      <NA>
## 3899    We have well established ML methods (i.e., models in production for more than 2 years)
## 3900                                                             No (we do not use ML methods)
## 3901                 We are exploring ML methods (and may one day put a model into production)
## 3902                                                                                      <NA>
## 3903                                                                                      <NA>
## 3904    We have well established ML methods (i.e., models in production for more than 2 years)
## 3905                 We are exploring ML methods (and may one day put a model into production)
## 3906                                                                                      <NA>
## 3907                 We are exploring ML methods (and may one day put a model into production)
## 3908   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3909 We use ML methods for generating insights (but do not put working models into production)
## 3910                 We are exploring ML methods (and may one day put a model into production)
## 3911                                                             No (we do not use ML methods)
## 3912 We use ML methods for generating insights (but do not put working models into production)
## 3913 We use ML methods for generating insights (but do not put working models into production)
## 3914                 We are exploring ML methods (and may one day put a model into production)
## 3915                 We are exploring ML methods (and may one day put a model into production)
## 3916    We have well established ML methods (i.e., models in production for more than 2 years)
## 3917    We have well established ML methods (i.e., models in production for more than 2 years)
## 3918   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3919                                                             No (we do not use ML methods)
## 3920                 We are exploring ML methods (and may one day put a model into production)
## 3921                 We are exploring ML methods (and may one day put a model into production)
## 3922   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3923                                                             No (we do not use ML methods)
## 3924                                                             No (we do not use ML methods)
## 3925    We have well established ML methods (i.e., models in production for more than 2 years)
## 3926                                                             No (we do not use ML methods)
## 3927                                                             No (we do not use ML methods)
## 3928                                                             No (we do not use ML methods)
## 3929   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3930   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3931   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3932   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3933 We use ML methods for generating insights (but do not put working models into production)
## 3934                 We are exploring ML methods (and may one day put a model into production)
## 3935                 We are exploring ML methods (and may one day put a model into production)
## 3936                                                             No (we do not use ML methods)
## 3937                                                                                      <NA>
## 3938    We have well established ML methods (i.e., models in production for more than 2 years)
## 3939                 We are exploring ML methods (and may one day put a model into production)
## 3940                                                             No (we do not use ML methods)
## 3941    We have well established ML methods (i.e., models in production for more than 2 years)
## 3942   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3943                                                                                      <NA>
## 3944   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3945   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3946                                                             No (we do not use ML methods)
## 3947                 We are exploring ML methods (and may one day put a model into production)
## 3948                 We are exploring ML methods (and may one day put a model into production)
## 3949    We have well established ML methods (i.e., models in production for more than 2 years)
## 3950                                                                                      <NA>
## 3951                                                                                      <NA>
## 3952                                                             No (we do not use ML methods)
## 3953   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3954 We use ML methods for generating insights (but do not put working models into production)
## 3955                                                                                      <NA>
## 3956                 We are exploring ML methods (and may one day put a model into production)
## 3957   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3958                                                                                      <NA>
## 3959 We use ML methods for generating insights (but do not put working models into production)
## 3960                                                             No (we do not use ML methods)
## 3961                                                                             I do not know
## 3962   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3963                                                             No (we do not use ML methods)
## 3964                                                                                      <NA>
## 3965 We use ML methods for generating insights (but do not put working models into production)
## 3966 We use ML methods for generating insights (but do not put working models into production)
## 3967                 We are exploring ML methods (and may one day put a model into production)
## 3968                                                                                      <NA>
## 3969                                                                             I do not know
## 3970   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3971   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3972                 We are exploring ML methods (and may one day put a model into production)
## 3973    We have well established ML methods (i.e., models in production for more than 2 years)
## 3974    We have well established ML methods (i.e., models in production for more than 2 years)
## 3975                 We are exploring ML methods (and may one day put a model into production)
## 3976                                                                             I do not know
## 3977                 We are exploring ML methods (and may one day put a model into production)
## 3978    We have well established ML methods (i.e., models in production for more than 2 years)
## 3979                 We are exploring ML methods (and may one day put a model into production)
## 3980                                                             No (we do not use ML methods)
## 3981                 We are exploring ML methods (and may one day put a model into production)
## 3982                 We are exploring ML methods (and may one day put a model into production)
## 3983                 We are exploring ML methods (and may one day put a model into production)
## 3984                                                                                      <NA>
## 3985                                                             No (we do not use ML methods)
## 3986                                                                                      <NA>
## 3987 We use ML methods for generating insights (but do not put working models into production)
## 3988                                                                                      <NA>
## 3989 We use ML methods for generating insights (but do not put working models into production)
## 3990   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3991    We have well established ML methods (i.e., models in production for more than 2 years)
## 3992                 We are exploring ML methods (and may one day put a model into production)
## 3993 We use ML methods for generating insights (but do not put working models into production)
## 3994 We use ML methods for generating insights (but do not put working models into production)
## 3995   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3996                                                             No (we do not use ML methods)
## 3997                                                                                      <NA>
## 3998   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3999                                                                             I do not know
## 4000    We have well established ML methods (i.e., models in production for more than 2 years)
## 4001 We use ML methods for generating insights (but do not put working models into production)
## 4002                                                             No (we do not use ML methods)
## 4003 We use ML methods for generating insights (but do not put working models into production)
## 4004 We use ML methods for generating insights (but do not put working models into production)
## 4005    We have well established ML methods (i.e., models in production for more than 2 years)
## 4006   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4007   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4008                 We are exploring ML methods (and may one day put a model into production)
## 4009                                                                             I do not know
## 4010                                                                                      <NA>
## 4011                                                                                      <NA>
## 4012                                                                                      <NA>
## 4013                                                                                      <NA>
## 4014                                                             No (we do not use ML methods)
## 4015   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4016   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4017    We have well established ML methods (i.e., models in production for more than 2 years)
## 4018   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4019                                                                                      <NA>
## 4020    We have well established ML methods (i.e., models in production for more than 2 years)
## 4021    We have well established ML methods (i.e., models in production for more than 2 years)
## 4022   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4023                 We are exploring ML methods (and may one day put a model into production)
## 4024    We have well established ML methods (i.e., models in production for more than 2 years)
## 4025    We have well established ML methods (i.e., models in production for more than 2 years)
## 4026   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4027   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4028                                                             No (we do not use ML methods)
## 4029 We use ML methods for generating insights (but do not put working models into production)
## 4030   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4031 We use ML methods for generating insights (but do not put working models into production)
## 4032   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4033                                                                             I do not know
## 4034                                                             No (we do not use ML methods)
## 4035   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4036 We use ML methods for generating insights (but do not put working models into production)
## 4037                                                             No (we do not use ML methods)
## 4038                                                                                      <NA>
## 4039    We have well established ML methods (i.e., models in production for more than 2 years)
## 4040                 We are exploring ML methods (and may one day put a model into production)
## 4041   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4042    We have well established ML methods (i.e., models in production for more than 2 years)
## 4043    We have well established ML methods (i.e., models in production for more than 2 years)
## 4044                                                                                      <NA>
## 4045                                                                                      <NA>
## 4046                                                                             I do not know
## 4047 We use ML methods for generating insights (but do not put working models into production)
## 4048                                                                                      <NA>
## 4049                                                                                      <NA>
## 4050 We use ML methods for generating insights (but do not put working models into production)
## 4051   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4052   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4053                                                             No (we do not use ML methods)
## 4054    We have well established ML methods (i.e., models in production for more than 2 years)
## 4055 We use ML methods for generating insights (but do not put working models into production)
## 4056                                                             No (we do not use ML methods)
## 4057                                                             No (we do not use ML methods)
## 4058    We have well established ML methods (i.e., models in production for more than 2 years)
## 4059                                                                             I do not know
## 4060   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4061                 We are exploring ML methods (and may one day put a model into production)
## 4062   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4063                 We are exploring ML methods (and may one day put a model into production)
## 4064                                                             No (we do not use ML methods)
## 4065                                                                                      <NA>
## 4066   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4067                 We are exploring ML methods (and may one day put a model into production)
## 4068                                                             No (we do not use ML methods)
## 4069                 We are exploring ML methods (and may one day put a model into production)
## 4070                                                             No (we do not use ML methods)
## 4071                                                                                      <NA>
## 4072    We have well established ML methods (i.e., models in production for more than 2 years)
## 4073                 We are exploring ML methods (and may one day put a model into production)
## 4074 We use ML methods for generating insights (but do not put working models into production)
## 4075                                                                                      <NA>
## 4076                                                                             I do not know
## 4077 We use ML methods for generating insights (but do not put working models into production)
## 4078                                                             No (we do not use ML methods)
## 4079 We use ML methods for generating insights (but do not put working models into production)
## 4080                                                             No (we do not use ML methods)
## 4081                                                                             I do not know
## 4082                                                                                      <NA>
## 4083                                                                                      <NA>
## 4084                 We are exploring ML methods (and may one day put a model into production)
## 4085   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4086                 We are exploring ML methods (and may one day put a model into production)
## 4087                 We are exploring ML methods (and may one day put a model into production)
## 4088                                                                             I do not know
## 4089   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4090                 We are exploring ML methods (and may one day put a model into production)
## 4091    We have well established ML methods (i.e., models in production for more than 2 years)
## 4092   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4093                                                                                      <NA>
## 4094                                                                             I do not know
## 4095                                                                                      <NA>
## 4096    We have well established ML methods (i.e., models in production for more than 2 years)
## 4097                                                                                      <NA>
## 4098    We have well established ML methods (i.e., models in production for more than 2 years)
## 4099                                                                             I do not know
## 4100                 We are exploring ML methods (and may one day put a model into production)
## 4101    We have well established ML methods (i.e., models in production for more than 2 years)
## 4102                                                                                      <NA>
## 4103                                                             No (we do not use ML methods)
## 4104 We use ML methods for generating insights (but do not put working models into production)
## 4105                                                                                      <NA>
## 4106                                                                                      <NA>
## 4107                                                                             I do not know
## 4108                 We are exploring ML methods (and may one day put a model into production)
## 4109                                                                                      <NA>
## 4110    We have well established ML methods (i.e., models in production for more than 2 years)
## 4111                                                                             I do not know
## 4112                 We are exploring ML methods (and may one day put a model into production)
## 4113                 We are exploring ML methods (and may one day put a model into production)
## 4114    We have well established ML methods (i.e., models in production for more than 2 years)
## 4115   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4116                 We are exploring ML methods (and may one day put a model into production)
## 4117    We have well established ML methods (i.e., models in production for more than 2 years)
## 4118    We have well established ML methods (i.e., models in production for more than 2 years)
## 4119                                                                             I do not know
## 4120   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4121   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4122                 We are exploring ML methods (and may one day put a model into production)
## 4123                                                             No (we do not use ML methods)
## 4124   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4125                                                                                      <NA>
## 4126                                                             No (we do not use ML methods)
## 4127   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4128   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4129   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4130                                                                                      <NA>
## 4131                                                                                      <NA>
## 4132                                                                                      <NA>
## 4133                                                                                      <NA>
## 4134                                                             No (we do not use ML methods)
## 4135 We use ML methods for generating insights (but do not put working models into production)
## 4136                                                             No (we do not use ML methods)
## 4137                                                                                      <NA>
## 4138 We use ML methods for generating insights (but do not put working models into production)
## 4139                 We are exploring ML methods (and may one day put a model into production)
## 4140 We use ML methods for generating insights (but do not put working models into production)
## 4141                                                                                      <NA>
## 4142                                                                                      <NA>
## 4143   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4144                                                                                      <NA>
## 4145                                                                                      <NA>
## 4146                 We are exploring ML methods (and may one day put a model into production)
## 4147                                                             No (we do not use ML methods)
## 4148   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4149                                                                                      <NA>
## 4150                                                                                      <NA>
## 4151                                                                                      <NA>
## 4152                                                                                      <NA>
## 4153   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4154                                                                                      <NA>
## 4155                                                             No (we do not use ML methods)
## 4156   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4157                                                                                      <NA>
## 4158                 We are exploring ML methods (and may one day put a model into production)
## 4159                                                                                      <NA>
## 4160                 We are exploring ML methods (and may one day put a model into production)
## 4161                                                                                      <NA>
## 4162                                                             No (we do not use ML methods)
## 4163                                                                                      <NA>
## 4164                                                                             I do not know
## 4165   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4166    We have well established ML methods (i.e., models in production for more than 2 years)
## 4167    We have well established ML methods (i.e., models in production for more than 2 years)
## 4168                 We are exploring ML methods (and may one day put a model into production)
## 4169                                                                                      <NA>
## 4170   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4171                                                             No (we do not use ML methods)
## 4172                                                             No (we do not use ML methods)
## 4173   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4174 We use ML methods for generating insights (but do not put working models into production)
## 4175                 We are exploring ML methods (and may one day put a model into production)
## 4176                 We are exploring ML methods (and may one day put a model into production)
## 4177    We have well established ML methods (i.e., models in production for more than 2 years)
## 4178                                                                                      <NA>
## 4179   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4180                                                             No (we do not use ML methods)
## 4181                                                                             I do not know
## 4182                                                             No (we do not use ML methods)
## 4183                 We are exploring ML methods (and may one day put a model into production)
## 4184                                                                                      <NA>
## 4185                                                             No (we do not use ML methods)
## 4186 We use ML methods for generating insights (but do not put working models into production)
## 4187    We have well established ML methods (i.e., models in production for more than 2 years)
## 4188                                                                                      <NA>
## 4189                 We are exploring ML methods (and may one day put a model into production)
## 4190    We have well established ML methods (i.e., models in production for more than 2 years)
## 4191                                                                             I do not know
## 4192                                                             No (we do not use ML methods)
## 4193   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4194                                                                             I do not know
## 4195   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4196   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4197                                                             No (we do not use ML methods)
## 4198                                                             No (we do not use ML methods)
## 4199    We have well established ML methods (i.e., models in production for more than 2 years)
## 4200                                                                                      <NA>
## 4201 We use ML methods for generating insights (but do not put working models into production)
## 4202                 We are exploring ML methods (and may one day put a model into production)
## 4203                                                                                      <NA>
## 4204                                                                                      <NA>
## 4205   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4206                                                                                      <NA>
## 4207                                                                                      <NA>
## 4208                                                             No (we do not use ML methods)
## 4209 We use ML methods for generating insights (but do not put working models into production)
## 4210 We use ML methods for generating insights (but do not put working models into production)
## 4211   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4212                 We are exploring ML methods (and may one day put a model into production)
## 4213                 We are exploring ML methods (and may one day put a model into production)
## 4214    We have well established ML methods (i.e., models in production for more than 2 years)
## 4215                                                             No (we do not use ML methods)
## 4216                                                                             I do not know
## 4217                                                                                      <NA>
## 4218    We have well established ML methods (i.e., models in production for more than 2 years)
## 4219   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4220                 We are exploring ML methods (and may one day put a model into production)
## 4221    We have well established ML methods (i.e., models in production for more than 2 years)
## 4222                                                             No (we do not use ML methods)
## 4223                 We are exploring ML methods (and may one day put a model into production)
## 4224   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4225                 We are exploring ML methods (and may one day put a model into production)
## 4226   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4227                                                                                      <NA>
## 4228                                                                                      <NA>
## 4229   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4230                                                                             I do not know
## 4231 We use ML methods for generating insights (but do not put working models into production)
## 4232    We have well established ML methods (i.e., models in production for more than 2 years)
## 4233   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4234                                                                                      <NA>
## 4235    We have well established ML methods (i.e., models in production for more than 2 years)
## 4236   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4237                                                                             I do not know
## 4238                                                                                      <NA>
## 4239                                                                                      <NA>
## 4240 We use ML methods for generating insights (but do not put working models into production)
## 4241                 We are exploring ML methods (and may one day put a model into production)
## 4242                                                                                      <NA>
## 4243    We have well established ML methods (i.e., models in production for more than 2 years)
## 4244 We use ML methods for generating insights (but do not put working models into production)
## 4245                                                             No (we do not use ML methods)
## 4246    We have well established ML methods (i.e., models in production for more than 2 years)
## 4247                 We are exploring ML methods (and may one day put a model into production)
## 4248                                                                             I do not know
## 4249 We use ML methods for generating insights (but do not put working models into production)
## 4250                                                                                      <NA>
## 4251   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4252                 We are exploring ML methods (and may one day put a model into production)
## 4253    We have well established ML methods (i.e., models in production for more than 2 years)
## 4254                                                                             I do not know
## 4255                                                                                      <NA>
## 4256                                                             No (we do not use ML methods)
## 4257                                                             No (we do not use ML methods)
## 4258 We use ML methods for generating insights (but do not put working models into production)
## 4259                 We are exploring ML methods (and may one day put a model into production)
## 4260    We have well established ML methods (i.e., models in production for more than 2 years)
## 4261   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4262                                                             No (we do not use ML methods)
## 4263                                                                                      <NA>
## 4264                 We are exploring ML methods (and may one day put a model into production)
## 4265 We use ML methods for generating insights (but do not put working models into production)
## 4266                 We are exploring ML methods (and may one day put a model into production)
## 4267                                                                             I do not know
## 4268                                                             No (we do not use ML methods)
## 4269                                                                                      <NA>
## 4270   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4271                                                                             I do not know
## 4272   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4273                                                                                      <NA>
## 4274                                                                                      <NA>
## 4275                                                                                      <NA>
## 4276                                                                                      <NA>
## 4277                 We are exploring ML methods (and may one day put a model into production)
## 4278                                                                                      <NA>
## 4279                                                                                      <NA>
## 4280                                                                             I do not know
## 4281                                                                                      <NA>
## 4282                                                             No (we do not use ML methods)
## 4283   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4284                                                             No (we do not use ML methods)
## 4285   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4286                 We are exploring ML methods (and may one day put a model into production)
## 4287    We have well established ML methods (i.e., models in production for more than 2 years)
## 4288                 We are exploring ML methods (and may one day put a model into production)
## 4289   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4290    We have well established ML methods (i.e., models in production for more than 2 years)
## 4291                                                             No (we do not use ML methods)
## 4292   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4293                 We are exploring ML methods (and may one day put a model into production)
## 4294                                                             No (we do not use ML methods)
## 4295                                                                                      <NA>
## 4296                                                                                      <NA>
## 4297                                                             No (we do not use ML methods)
## 4298   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4299 We use ML methods for generating insights (but do not put working models into production)
## 4300                 We are exploring ML methods (and may one day put a model into production)
## 4301                 We are exploring ML methods (and may one day put a model into production)
## 4302                                                                                      <NA>
## 4303                                                                                      <NA>
## 4304                 We are exploring ML methods (and may one day put a model into production)
## 4305                                                             No (we do not use ML methods)
## 4306                 We are exploring ML methods (and may one day put a model into production)
## 4307                 We are exploring ML methods (and may one day put a model into production)
## 4308 We use ML methods for generating insights (but do not put working models into production)
## 4309                                                                             I do not know
## 4310                                                                                      <NA>
## 4311                                                                                      <NA>
## 4312   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4313                 We are exploring ML methods (and may one day put a model into production)
## 4314    We have well established ML methods (i.e., models in production for more than 2 years)
## 4315                                                                                      <NA>
## 4316   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4317                                                                                      <NA>
## 4318                                                             No (we do not use ML methods)
## 4319   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4320    We have well established ML methods (i.e., models in production for more than 2 years)
## 4321                                                             No (we do not use ML methods)
## 4322                                                             No (we do not use ML methods)
## 4323   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4324   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4325   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4326   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4327   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4328   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4329                                                             No (we do not use ML methods)
## 4330                 We are exploring ML methods (and may one day put a model into production)
## 4331                                                             No (we do not use ML methods)
## 4332   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4333   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4334                                                                                      <NA>
## 4335                                                             No (we do not use ML methods)
## 4336                                                             No (we do not use ML methods)
## 4337                 We are exploring ML methods (and may one day put a model into production)
## 4338 We use ML methods for generating insights (but do not put working models into production)
## 4339   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4340                                                             No (we do not use ML methods)
## 4341   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4342 We use ML methods for generating insights (but do not put working models into production)
## 4343                                                                             I do not know
## 4344                                                             No (we do not use ML methods)
## 4345                                                                                      <NA>
## 4346   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4347 We use ML methods for generating insights (but do not put working models into production)
## 4348                 We are exploring ML methods (and may one day put a model into production)
## 4349    We have well established ML methods (i.e., models in production for more than 2 years)
## 4350   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4351                                                             No (we do not use ML methods)
## 4352                                                             No (we do not use ML methods)
## 4353                                                                                      <NA>
## 4354                                                             No (we do not use ML methods)
## 4355   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4356   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4357                                                             No (we do not use ML methods)
## 4358                                                             No (we do not use ML methods)
## 4359    We have well established ML methods (i.e., models in production for more than 2 years)
## 4360   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4361    We have well established ML methods (i.e., models in production for more than 2 years)
## 4362                                                             No (we do not use ML methods)
## 4363    We have well established ML methods (i.e., models in production for more than 2 years)
## 4364                 We are exploring ML methods (and may one day put a model into production)
## 4365                                                             No (we do not use ML methods)
## 4366                                                                                      <NA>
## 4367                 We are exploring ML methods (and may one day put a model into production)
## 4368                                                                                      <NA>
## 4369                                                                             I do not know
## 4370   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4371                                                             No (we do not use ML methods)
## 4372    We have well established ML methods (i.e., models in production for more than 2 years)
## 4373    We have well established ML methods (i.e., models in production for more than 2 years)
## 4374                                                             No (we do not use ML methods)
## 4375   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4376                                                                             I do not know
## 4377   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4378 We use ML methods for generating insights (but do not put working models into production)
## 4379                                                             No (we do not use ML methods)
## 4380                 We are exploring ML methods (and may one day put a model into production)
## 4381                                                             No (we do not use ML methods)
## 4382                                                             No (we do not use ML methods)
## 4383                 We are exploring ML methods (and may one day put a model into production)
## 4384                                                                                      <NA>
## 4385    We have well established ML methods (i.e., models in production for more than 2 years)
## 4386                                                             No (we do not use ML methods)
## 4387   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4388                 We are exploring ML methods (and may one day put a model into production)
## 4389                                                                                      <NA>
## 4390    We have well established ML methods (i.e., models in production for more than 2 years)
## 4391                                                                                      <NA>
## 4392                                                             No (we do not use ML methods)
## 4393                                                                                      <NA>
## 4394                                                             No (we do not use ML methods)
## 4395    We have well established ML methods (i.e., models in production for more than 2 years)
## 4396                                                                                      <NA>
## 4397                                                                             I do not know
## 4398                                                                                      <NA>
## 4399   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4400                                                                                      <NA>
## 4401                                                                                      <NA>
## 4402   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4403                                                                                      <NA>
## 4404                 We are exploring ML methods (and may one day put a model into production)
## 4405                 We are exploring ML methods (and may one day put a model into production)
## 4406   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4407    We have well established ML methods (i.e., models in production for more than 2 years)
## 4408   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4409                                                                                      <NA>
## 4410                                                                                      <NA>
## 4411    We have well established ML methods (i.e., models in production for more than 2 years)
## 4412 We use ML methods for generating insights (but do not put working models into production)
## 4413    We have well established ML methods (i.e., models in production for more than 2 years)
## 4414                                                             No (we do not use ML methods)
## 4415                                                                                      <NA>
## 4416                 We are exploring ML methods (and may one day put a model into production)
## 4417    We have well established ML methods (i.e., models in production for more than 2 years)
## 4418                 We are exploring ML methods (and may one day put a model into production)
## 4419                 We are exploring ML methods (and may one day put a model into production)
## 4420                                                                                      <NA>
## 4421   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4422                                                             No (we do not use ML methods)
## 4423                 We are exploring ML methods (and may one day put a model into production)
## 4424                                                                                      <NA>
## 4425                                                             No (we do not use ML methods)
## 4426                                                                                      <NA>
## 4427                                                                                      <NA>
## 4428                                                             No (we do not use ML methods)
## 4429    We have well established ML methods (i.e., models in production for more than 2 years)
## 4430                 We are exploring ML methods (and may one day put a model into production)
## 4431                                                                             I do not know
## 4432                                                                                      <NA>
## 4433                                                                                      <NA>
## 4434                 We are exploring ML methods (and may one day put a model into production)
## 4435                                                                                      <NA>
## 4436   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4437                 We are exploring ML methods (and may one day put a model into production)
## 4438                 We are exploring ML methods (and may one day put a model into production)
## 4439    We have well established ML methods (i.e., models in production for more than 2 years)
## 4440                 We are exploring ML methods (and may one day put a model into production)
## 4441    We have well established ML methods (i.e., models in production for more than 2 years)
## 4442                                                                                      <NA>
## 4443                 We are exploring ML methods (and may one day put a model into production)
## 4444                                                                                      <NA>
## 4445                 We are exploring ML methods (and may one day put a model into production)
## 4446   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4447                 We are exploring ML methods (and may one day put a model into production)
## 4448                                                                             I do not know
## 4449                                                                                      <NA>
## 4450 We use ML methods for generating insights (but do not put working models into production)
## 4451                                                             No (we do not use ML methods)
## 4452 We use ML methods for generating insights (but do not put working models into production)
## 4453   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4454                                                             No (we do not use ML methods)
## 4455                 We are exploring ML methods (and may one day put a model into production)
## 4456    We have well established ML methods (i.e., models in production for more than 2 years)
## 4457    We have well established ML methods (i.e., models in production for more than 2 years)
## 4458                 We are exploring ML methods (and may one day put a model into production)
## 4459                 We are exploring ML methods (and may one day put a model into production)
## 4460                                                             No (we do not use ML methods)
## 4461   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4462                 We are exploring ML methods (and may one day put a model into production)
## 4463                                                                             I do not know
## 4464                                                             No (we do not use ML methods)
## 4465    We have well established ML methods (i.e., models in production for more than 2 years)
## 4466                 We are exploring ML methods (and may one day put a model into production)
## 4467                                                             No (we do not use ML methods)
## 4468                                                                                      <NA>
## 4469                 We are exploring ML methods (and may one day put a model into production)
## 4470                                                             No (we do not use ML methods)
## 4471 We use ML methods for generating insights (but do not put working models into production)
## 4472 We use ML methods for generating insights (but do not put working models into production)
## 4473                                                                                      <NA>
## 4474    We have well established ML methods (i.e., models in production for more than 2 years)
## 4475                                                                                      <NA>
## 4476 We use ML methods for generating insights (but do not put working models into production)
## 4477                 We are exploring ML methods (and may one day put a model into production)
## 4478                 We are exploring ML methods (and may one day put a model into production)
## 4479                                                             No (we do not use ML methods)
## 4480    We have well established ML methods (i.e., models in production for more than 2 years)
## 4481   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4482                                                                             I do not know
## 4483                 We are exploring ML methods (and may one day put a model into production)
## 4484                 We are exploring ML methods (and may one day put a model into production)
## 4485                                                             No (we do not use ML methods)
## 4486    We have well established ML methods (i.e., models in production for more than 2 years)
## 4487                                                                                      <NA>
## 4488                 We are exploring ML methods (and may one day put a model into production)
## 4489                                                                             I do not know
## 4490 We use ML methods for generating insights (but do not put working models into production)
## 4491                                                                             I do not know
## 4492                                                                                      <NA>
## 4493    We have well established ML methods (i.e., models in production for more than 2 years)
## 4494                                                             No (we do not use ML methods)
## 4495                 We are exploring ML methods (and may one day put a model into production)
## 4496                                                                                      <NA>
## 4497 We use ML methods for generating insights (but do not put working models into production)
## 4498                                                                                      <NA>
## 4499                                                                             I do not know
## 4500 We use ML methods for generating insights (but do not put working models into production)
## 4501    We have well established ML methods (i.e., models in production for more than 2 years)
## 4502    We have well established ML methods (i.e., models in production for more than 2 years)
## 4503                 We are exploring ML methods (and may one day put a model into production)
## 4504                 We are exploring ML methods (and may one day put a model into production)
## 4505                                                                                      <NA>
## 4506                                                                             I do not know
## 4507                                                             No (we do not use ML methods)
## 4508 We use ML methods for generating insights (but do not put working models into production)
## 4509    We have well established ML methods (i.e., models in production for more than 2 years)
## 4510                                                                                      <NA>
## 4511                                                                                      <NA>
## 4512    We have well established ML methods (i.e., models in production for more than 2 years)
## 4513                 We are exploring ML methods (and may one day put a model into production)
## 4514                                                                                      <NA>
## 4515                 We are exploring ML methods (and may one day put a model into production)
## 4516    We have well established ML methods (i.e., models in production for more than 2 years)
## 4517 We use ML methods for generating insights (but do not put working models into production)
## 4518                                                                             I do not know
## 4519   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4520 We use ML methods for generating insights (but do not put working models into production)
## 4521                                                             No (we do not use ML methods)
## 4522                 We are exploring ML methods (and may one day put a model into production)
## 4523                                                                                      <NA>
## 4524                                                             No (we do not use ML methods)
## 4525                                                                             I do not know
## 4526    We have well established ML methods (i.e., models in production for more than 2 years)
## 4527    We have well established ML methods (i.e., models in production for more than 2 years)
## 4528   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4529                                                             No (we do not use ML methods)
## 4530   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4531 We use ML methods for generating insights (but do not put working models into production)
## 4532                 We are exploring ML methods (and may one day put a model into production)
## 4533   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4534   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4535                                                                                      <NA>
## 4536                                                             No (we do not use ML methods)
## 4537    We have well established ML methods (i.e., models in production for more than 2 years)
## 4538    We have well established ML methods (i.e., models in production for more than 2 years)
## 4539    We have well established ML methods (i.e., models in production for more than 2 years)
## 4540                                                             No (we do not use ML methods)
## 4541                                                             No (we do not use ML methods)
## 4542                 We are exploring ML methods (and may one day put a model into production)
## 4543                                                             No (we do not use ML methods)
## 4544                                                                                      <NA>
## 4545 We use ML methods for generating insights (but do not put working models into production)
## 4546   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4547    We have well established ML methods (i.e., models in production for more than 2 years)
## 4548   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4549                                                             No (we do not use ML methods)
## 4550                                                                                      <NA>
## 4551   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4552    We have well established ML methods (i.e., models in production for more than 2 years)
## 4553                                                                                      <NA>
## 4554                                                             No (we do not use ML methods)
## 4555    We have well established ML methods (i.e., models in production for more than 2 years)
## 4556                                                                             I do not know
## 4557                 We are exploring ML methods (and may one day put a model into production)
## 4558                                                                             I do not know
## 4559    We have well established ML methods (i.e., models in production for more than 2 years)
## 4560                                                             No (we do not use ML methods)
## 4561                 We are exploring ML methods (and may one day put a model into production)
## 4562                                                                                      <NA>
## 4563   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4564    We have well established ML methods (i.e., models in production for more than 2 years)
## 4565   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4566    We have well established ML methods (i.e., models in production for more than 2 years)
## 4567    We have well established ML methods (i.e., models in production for more than 2 years)
## 4568                                                                                      <NA>
## 4569                                                             No (we do not use ML methods)
## 4570                                                             No (we do not use ML methods)
## 4571                                                                             I do not know
## 4572 We use ML methods for generating insights (but do not put working models into production)
## 4573                                                                             I do not know
## 4574                                                             No (we do not use ML methods)
## 4575                 We are exploring ML methods (and may one day put a model into production)
## 4576                                                                                      <NA>
## 4577                 We are exploring ML methods (and may one day put a model into production)
## 4578                                                                                      <NA>
## 4579                                                             No (we do not use ML methods)
## 4580                                                                                      <NA>
## 4581                 We are exploring ML methods (and may one day put a model into production)
## 4582                 We are exploring ML methods (and may one day put a model into production)
## 4583                                                                                      <NA>
## 4584   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4585   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4586                                                                                      <NA>
## 4587                                                                                      <NA>
## 4588    We have well established ML methods (i.e., models in production for more than 2 years)
## 4589 We use ML methods for generating insights (but do not put working models into production)
## 4590                 We are exploring ML methods (and may one day put a model into production)
## 4591 We use ML methods for generating insights (but do not put working models into production)
## 4592                                                                                      <NA>
## 4593                                                             No (we do not use ML methods)
## 4594                                                                                      <NA>
## 4595                                                             No (we do not use ML methods)
## 4596    We have well established ML methods (i.e., models in production for more than 2 years)
## 4597                                                                                      <NA>
## 4598                                                                                      <NA>
## 4599   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4600                                                             No (we do not use ML methods)
## 4601   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4602                                                                                      <NA>
## 4603                 We are exploring ML methods (and may one day put a model into production)
## 4604                                                             No (we do not use ML methods)
## 4605                 We are exploring ML methods (and may one day put a model into production)
## 4606                 We are exploring ML methods (and may one day put a model into production)
## 4607                                                             No (we do not use ML methods)
## 4608                                                             No (we do not use ML methods)
## 4609                 We are exploring ML methods (and may one day put a model into production)
## 4610                                                                             I do not know
## 4611                                                                             I do not know
## 4612    We have well established ML methods (i.e., models in production for more than 2 years)
## 4613    We have well established ML methods (i.e., models in production for more than 2 years)
## 4614   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4615                                                             No (we do not use ML methods)
## 4616   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4617                 We are exploring ML methods (and may one day put a model into production)
## 4618                 We are exploring ML methods (and may one day put a model into production)
## 4619                 We are exploring ML methods (and may one day put a model into production)
## 4620                 We are exploring ML methods (and may one day put a model into production)
## 4621                 We are exploring ML methods (and may one day put a model into production)
## 4622                                                                                      <NA>
## 4623    We have well established ML methods (i.e., models in production for more than 2 years)
## 4624   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4625   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4626                                                             No (we do not use ML methods)
## 4627                                                             No (we do not use ML methods)
## 4628 We use ML methods for generating insights (but do not put working models into production)
## 4629                                                                                      <NA>
## 4630                                                                                      <NA>
## 4631   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4632                                                             No (we do not use ML methods)
## 4633    We have well established ML methods (i.e., models in production for more than 2 years)
## 4634                 We are exploring ML methods (and may one day put a model into production)
## 4635   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4636                 We are exploring ML methods (and may one day put a model into production)
## 4637    We have well established ML methods (i.e., models in production for more than 2 years)
## 4638   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4639                                                                                      <NA>
## 4640                 We are exploring ML methods (and may one day put a model into production)
## 4641                                                             No (we do not use ML methods)
## 4642                                                             No (we do not use ML methods)
## 4643                                                                                      <NA>
## 4644                                                             No (we do not use ML methods)
## 4645                                                             No (we do not use ML methods)
## 4646                                                                             I do not know
## 4647    We have well established ML methods (i.e., models in production for more than 2 years)
## 4648 We use ML methods for generating insights (but do not put working models into production)
## 4649                                                             No (we do not use ML methods)
## 4650    We have well established ML methods (i.e., models in production for more than 2 years)
## 4651   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4652    We have well established ML methods (i.e., models in production for more than 2 years)
## 4653                                                                                      <NA>
## 4654                                                                                      <NA>
## 4655                 We are exploring ML methods (and may one day put a model into production)
## 4656    We have well established ML methods (i.e., models in production for more than 2 years)
## 4657                                                                                      <NA>
## 4658                                                             No (we do not use ML methods)
## 4659                 We are exploring ML methods (and may one day put a model into production)
## 4660                                                                             I do not know
## 4661    We have well established ML methods (i.e., models in production for more than 2 years)
## 4662                                                                                      <NA>
## 4663                                                             No (we do not use ML methods)
## 4664                 We are exploring ML methods (and may one day put a model into production)
## 4665 We use ML methods for generating insights (but do not put working models into production)
## 4666                 We are exploring ML methods (and may one day put a model into production)
## 4667                                                                                      <NA>
## 4668   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4669                                                                                      <NA>
## 4670    We have well established ML methods (i.e., models in production for more than 2 years)
## 4671    We have well established ML methods (i.e., models in production for more than 2 years)
## 4672                                                             No (we do not use ML methods)
## 4673   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4674 We use ML methods for generating insights (but do not put working models into production)
## 4675    We have well established ML methods (i.e., models in production for more than 2 years)
## 4676                 We are exploring ML methods (and may one day put a model into production)
## 4677                 We are exploring ML methods (and may one day put a model into production)
## 4678                                                                                      <NA>
## 4679    We have well established ML methods (i.e., models in production for more than 2 years)
## 4680                                                                                      <NA>
## 4681                                                                                      <NA>
## 4682                 We are exploring ML methods (and may one day put a model into production)
## 4683                                                                                      <NA>
## 4684                                                             No (we do not use ML methods)
## 4685                 We are exploring ML methods (and may one day put a model into production)
## 4686   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4687                 We are exploring ML methods (and may one day put a model into production)
## 4688                                                             No (we do not use ML methods)
## 4689                                                                                      <NA>
## 4690                 We are exploring ML methods (and may one day put a model into production)
## 4691                                                                             I do not know
## 4692   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4693 We use ML methods for generating insights (but do not put working models into production)
## 4694    We have well established ML methods (i.e., models in production for more than 2 years)
## 4695 We use ML methods for generating insights (but do not put working models into production)
## 4696   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4697                                                                                      <NA>
## 4698 We use ML methods for generating insights (but do not put working models into production)
## 4699   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4700                                                                                      <NA>
## 4701                 We are exploring ML methods (and may one day put a model into production)
## 4702                                                                                      <NA>
## 4703                                                                                      <NA>
## 4704    We have well established ML methods (i.e., models in production for more than 2 years)
## 4705                 We are exploring ML methods (and may one day put a model into production)
## 4706    We have well established ML methods (i.e., models in production for more than 2 years)
## 4707                                                                                      <NA>
## 4708 We use ML methods for generating insights (but do not put working models into production)
## 4709                                                                                      <NA>
## 4710    We have well established ML methods (i.e., models in production for more than 2 years)
## 4711 We use ML methods for generating insights (but do not put working models into production)
## 4712                                                                                      <NA>
## 4713   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4714                                                                                      <NA>
## 4715                                                                                      <NA>
## 4716 We use ML methods for generating insights (but do not put working models into production)
## 4717   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4718   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4719   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4720                                                             No (we do not use ML methods)
## 4721                 We are exploring ML methods (and may one day put a model into production)
## 4722   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4723                                                                                      <NA>
## 4724                 We are exploring ML methods (and may one day put a model into production)
## 4725   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4726   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4727   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4728                                                                                      <NA>
## 4729 We use ML methods for generating insights (but do not put working models into production)
## 4730    We have well established ML methods (i.e., models in production for more than 2 years)
## 4731 We use ML methods for generating insights (but do not put working models into production)
## 4732    We have well established ML methods (i.e., models in production for more than 2 years)
## 4733    We have well established ML methods (i.e., models in production for more than 2 years)
## 4734 We use ML methods for generating insights (but do not put working models into production)
## 4735                 We are exploring ML methods (and may one day put a model into production)
## 4736                                                                             I do not know
## 4737                                                                                      <NA>
## 4738 We use ML methods for generating insights (but do not put working models into production)
## 4739 We use ML methods for generating insights (but do not put working models into production)
## 4740                 We are exploring ML methods (and may one day put a model into production)
## 4741 We use ML methods for generating insights (but do not put working models into production)
## 4742    We have well established ML methods (i.e., models in production for more than 2 years)
## 4743                                                                                      <NA>
## 4744                                                             No (we do not use ML methods)
## 4745                 We are exploring ML methods (and may one day put a model into production)
## 4746                                                                                      <NA>
## 4747                                                                                      <NA>
## 4748                 We are exploring ML methods (and may one day put a model into production)
## 4749                                                             No (we do not use ML methods)
## 4750    We have well established ML methods (i.e., models in production for more than 2 years)
## 4751                                                                                      <NA>
## 4752    We have well established ML methods (i.e., models in production for more than 2 years)
## 4753    We have well established ML methods (i.e., models in production for more than 2 years)
## 4754                                                                                      <NA>
## 4755                                                             No (we do not use ML methods)
## 4756                                                                                      <NA>
## 4757 We use ML methods for generating insights (but do not put working models into production)
## 4758 We use ML methods for generating insights (but do not put working models into production)
## 4759 We use ML methods for generating insights (but do not put working models into production)
## 4760   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4761   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4762                                                                                      <NA>
## 4763                 We are exploring ML methods (and may one day put a model into production)
## 4764    We have well established ML methods (i.e., models in production for more than 2 years)
## 4765                                                                                      <NA>
## 4766                 We are exploring ML methods (and may one day put a model into production)
## 4767                                                             No (we do not use ML methods)
## 4768   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4769   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4770    We have well established ML methods (i.e., models in production for more than 2 years)
## 4771 We use ML methods for generating insights (but do not put working models into production)
## 4772                                                                                      <NA>
## 4773                                                                                      <NA>
## 4774    We have well established ML methods (i.e., models in production for more than 2 years)
## 4775 We use ML methods for generating insights (but do not put working models into production)
## 4776    We have well established ML methods (i.e., models in production for more than 2 years)
## 4777                 We are exploring ML methods (and may one day put a model into production)
## 4778                                                                                      <NA>
## 4779    We have well established ML methods (i.e., models in production for more than 2 years)
## 4780                                                             No (we do not use ML methods)
## 4781                                                                                      <NA>
## 4782    We have well established ML methods (i.e., models in production for more than 2 years)
## 4783    We have well established ML methods (i.e., models in production for more than 2 years)
## 4784                                                                                      <NA>
## 4785                                                                             I do not know
## 4786 We use ML methods for generating insights (but do not put working models into production)
## 4787                                                                                      <NA>
## 4788                                                                                      <NA>
## 4789   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4790                                                                                      <NA>
## 4791                 We are exploring ML methods (and may one day put a model into production)
## 4792    We have well established ML methods (i.e., models in production for more than 2 years)
## 4793                 We are exploring ML methods (and may one day put a model into production)
## 4794    We have well established ML methods (i.e., models in production for more than 2 years)
## 4795 We use ML methods for generating insights (but do not put working models into production)
## 4796    We have well established ML methods (i.e., models in production for more than 2 years)
## 4797                 We are exploring ML methods (and may one day put a model into production)
## 4798                                                                                      <NA>
## 4799                                                                                      <NA>
## 4800    We have well established ML methods (i.e., models in production for more than 2 years)
## 4801                                                                                      <NA>
## 4802                                                                                      <NA>
## 4803                                                                                      <NA>
## 4804   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4805                                                             No (we do not use ML methods)
## 4806                                                                                      <NA>
## 4807   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4808                 We are exploring ML methods (and may one day put a model into production)
## 4809                                                                                      <NA>
## 4810                 We are exploring ML methods (and may one day put a model into production)
## 4811 We use ML methods for generating insights (but do not put working models into production)
## 4812   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4813                 We are exploring ML methods (and may one day put a model into production)
## 4814    We have well established ML methods (i.e., models in production for more than 2 years)
## 4815                                                                                      <NA>
## 4816    We have well established ML methods (i.e., models in production for more than 2 years)
## 4817   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4818    We have well established ML methods (i.e., models in production for more than 2 years)
## 4819   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4820   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4821                                                                                      <NA>
## 4822   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4823   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4824    We have well established ML methods (i.e., models in production for more than 2 years)
## 4825    We have well established ML methods (i.e., models in production for more than 2 years)
## 4826    We have well established ML methods (i.e., models in production for more than 2 years)
## 4827   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4828    We have well established ML methods (i.e., models in production for more than 2 years)
## 4829                                                                                      <NA>
## 4830                                                                                      <NA>
## 4831   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4832                                                             No (we do not use ML methods)
## 4833                                                             No (we do not use ML methods)
## 4834                                                                                      <NA>
## 4835    We have well established ML methods (i.e., models in production for more than 2 years)
## 4836                 We are exploring ML methods (and may one day put a model into production)
## 4837 We use ML methods for generating insights (but do not put working models into production)
## 4838                                                                                      <NA>
## 4839                 We are exploring ML methods (and may one day put a model into production)
## 4840                 We are exploring ML methods (and may one day put a model into production)
## 4841   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4842 We use ML methods for generating insights (but do not put working models into production)
## 4843    We have well established ML methods (i.e., models in production for more than 2 years)
## 4844    We have well established ML methods (i.e., models in production for more than 2 years)
## 4845                 We are exploring ML methods (and may one day put a model into production)
## 4846    We have well established ML methods (i.e., models in production for more than 2 years)
## 4847                                                             No (we do not use ML methods)
## 4848                                                             No (we do not use ML methods)
## 4849    We have well established ML methods (i.e., models in production for more than 2 years)
## 4850                 We are exploring ML methods (and may one day put a model into production)
## 4851                                                             No (we do not use ML methods)
## 4852   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4853                                                             No (we do not use ML methods)
## 4854    We have well established ML methods (i.e., models in production for more than 2 years)
## 4855   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4856                 We are exploring ML methods (and may one day put a model into production)
## 4857 We use ML methods for generating insights (but do not put working models into production)
## 4858    We have well established ML methods (i.e., models in production for more than 2 years)
## 4859 We use ML methods for generating insights (but do not put working models into production)
## 4860   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4861                                                             No (we do not use ML methods)
## 4862                                                                                      <NA>
## 4863    We have well established ML methods (i.e., models in production for more than 2 years)
## 4864    We have well established ML methods (i.e., models in production for more than 2 years)
## 4865                                                                                      <NA>
## 4866                                                             No (we do not use ML methods)
## 4867    We have well established ML methods (i.e., models in production for more than 2 years)
## 4868                                                                                      <NA>
## 4869   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4870                                                             No (we do not use ML methods)
## 4871    We have well established ML methods (i.e., models in production for more than 2 years)
## 4872 We use ML methods for generating insights (but do not put working models into production)
## 4873                 We are exploring ML methods (and may one day put a model into production)
## 4874    We have well established ML methods (i.e., models in production for more than 2 years)
## 4875   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4876   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4877                                                                                      <NA>
## 4878   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4879                                                                                      <NA>
## 4880   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4881                                                                             I do not know
## 4882                                                                                      <NA>
## 4883                                                                                      <NA>
## 4884    We have well established ML methods (i.e., models in production for more than 2 years)
## 4885                                                                                      <NA>
## 4886                                                                             I do not know
## 4887                                                             No (we do not use ML methods)
## 4888   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4889    We have well established ML methods (i.e., models in production for more than 2 years)
## 4890   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4891 We use ML methods for generating insights (but do not put working models into production)
## 4892 We use ML methods for generating insights (but do not put working models into production)
## 4893                                                                                      <NA>
## 4894                                                                                      <NA>
## 4895                                                             No (we do not use ML methods)
## 4896 We use ML methods for generating insights (but do not put working models into production)
## 4897                                                                                      <NA>
## 4898                                                                                      <NA>
## 4899    We have well established ML methods (i.e., models in production for more than 2 years)
## 4900   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4901    We have well established ML methods (i.e., models in production for more than 2 years)
## 4902   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4903   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4904                                                                                      <NA>
## 4905    We have well established ML methods (i.e., models in production for more than 2 years)
## 4906                 We are exploring ML methods (and may one day put a model into production)
## 4907    We have well established ML methods (i.e., models in production for more than 2 years)
## 4908                                                                                      <NA>
## 4909                 We are exploring ML methods (and may one day put a model into production)
## 4910                                                                                      <NA>
## 4911   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4912                                                             No (we do not use ML methods)
## 4913                                                                                      <NA>
## 4914    We have well established ML methods (i.e., models in production for more than 2 years)
## 4915                 We are exploring ML methods (and may one day put a model into production)
## 4916    We have well established ML methods (i.e., models in production for more than 2 years)
## 4917                                                             No (we do not use ML methods)
## 4918                                                             No (we do not use ML methods)
## 4919                                                                             I do not know
## 4920    We have well established ML methods (i.e., models in production for more than 2 years)
## 4921                                                             No (we do not use ML methods)
## 4922                                                             No (we do not use ML methods)
## 4923    We have well established ML methods (i.e., models in production for more than 2 years)
## 4924                 We are exploring ML methods (and may one day put a model into production)
## 4925                                                                                      <NA>
## 4926    We have well established ML methods (i.e., models in production for more than 2 years)
## 4927                 We are exploring ML methods (and may one day put a model into production)
## 4928    We have well established ML methods (i.e., models in production for more than 2 years)
## 4929                                                             No (we do not use ML methods)
## 4930                 We are exploring ML methods (and may one day put a model into production)
## 4931                                                             No (we do not use ML methods)
## 4932                                                             No (we do not use ML methods)
## 4933 We use ML methods for generating insights (but do not put working models into production)
## 4934    We have well established ML methods (i.e., models in production for more than 2 years)
## 4935   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4936                                                                             I do not know
## 4937                 We are exploring ML methods (and may one day put a model into production)
## 4938                                                                                      <NA>
## 4939                                                                                      <NA>
## 4940                                                                                      <NA>
## 4941                                                             No (we do not use ML methods)
## 4942    We have well established ML methods (i.e., models in production for more than 2 years)
## 4943                                                             No (we do not use ML methods)
## 4944 We use ML methods for generating insights (but do not put working models into production)
## 4945                                                                             I do not know
## 4946                 We are exploring ML methods (and may one day put a model into production)
## 4947   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4948                                                                             I do not know
## 4949   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4950                 We are exploring ML methods (and may one day put a model into production)
## 4951 We use ML methods for generating insights (but do not put working models into production)
## 4952   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4953                                                             No (we do not use ML methods)
## 4954    We have well established ML methods (i.e., models in production for more than 2 years)
## 4955   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4956   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4957                                                                                      <NA>
## 4958                                                                                      <NA>
## 4959   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4960                                                                             I do not know
## 4961                 We are exploring ML methods (and may one day put a model into production)
## 4962                                                             No (we do not use ML methods)
## 4963    We have well established ML methods (i.e., models in production for more than 2 years)
## 4964                                                                                      <NA>
## 4965   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4966                 We are exploring ML methods (and may one day put a model into production)
## 4967                 We are exploring ML methods (and may one day put a model into production)
## 4968                 We are exploring ML methods (and may one day put a model into production)
## 4969 We use ML methods for generating insights (but do not put working models into production)
## 4970                                                                             I do not know
## 4971                                                                                      <NA>
## 4972                                                                                      <NA>
## 4973   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4974    We have well established ML methods (i.e., models in production for more than 2 years)
## 4975   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4976    We have well established ML methods (i.e., models in production for more than 2 years)
## 4977                                                                             I do not know
## 4978    We have well established ML methods (i.e., models in production for more than 2 years)
## 4979   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4980                 We are exploring ML methods (and may one day put a model into production)
## 4981    We have well established ML methods (i.e., models in production for more than 2 years)
## 4982                                                             No (we do not use ML methods)
## 4983                 We are exploring ML methods (and may one day put a model into production)
## 4984   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4985                                                                                      <NA>
## 4986                                                                             I do not know
## 4987                                                             No (we do not use ML methods)
## 4988   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4989    We have well established ML methods (i.e., models in production for more than 2 years)
## 4990                                                             No (we do not use ML methods)
## 4991   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4992                 We are exploring ML methods (and may one day put a model into production)
## 4993                                                             No (we do not use ML methods)
## 4994 We use ML methods for generating insights (but do not put working models into production)
## 4995    We have well established ML methods (i.e., models in production for more than 2 years)
## 4996    We have well established ML methods (i.e., models in production for more than 2 years)
## 4997   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4998                                                             No (we do not use ML methods)
## 4999                                                             No (we do not use ML methods)
## 5000                 We are exploring ML methods (and may one day put a model into production)
## 5001   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5002    We have well established ML methods (i.e., models in production for more than 2 years)
## 5003                 We are exploring ML methods (and may one day put a model into production)
## 5004    We have well established ML methods (i.e., models in production for more than 2 years)
## 5005                                                                                      <NA>
## 5006                 We are exploring ML methods (and may one day put a model into production)
## 5007 We use ML methods for generating insights (but do not put working models into production)
## 5008    We have well established ML methods (i.e., models in production for more than 2 years)
## 5009                                                                             I do not know
## 5010    We have well established ML methods (i.e., models in production for more than 2 years)
## 5011                 We are exploring ML methods (and may one day put a model into production)
## 5012 We use ML methods for generating insights (but do not put working models into production)
## 5013 We use ML methods for generating insights (but do not put working models into production)
## 5014 We use ML methods for generating insights (but do not put working models into production)
## 5015    We have well established ML methods (i.e., models in production for more than 2 years)
## 5016                                                                                      <NA>
## 5017                                                                                      <NA>
## 5018   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5019   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5020    We have well established ML methods (i.e., models in production for more than 2 years)
## 5021                 We are exploring ML methods (and may one day put a model into production)
## 5022                                                                                      <NA>
## 5023    We have well established ML methods (i.e., models in production for more than 2 years)
## 5024   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5025                                                                                      <NA>
## 5026                                                                                      <NA>
## 5027    We have well established ML methods (i.e., models in production for more than 2 years)
## 5028    We have well established ML methods (i.e., models in production for more than 2 years)
## 5029 We use ML methods for generating insights (but do not put working models into production)
## 5030                 We are exploring ML methods (and may one day put a model into production)
## 5031    We have well established ML methods (i.e., models in production for more than 2 years)
## 5032                                                             No (we do not use ML methods)
## 5033   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5034                                                                                      <NA>
## 5035                 We are exploring ML methods (and may one day put a model into production)
## 5036   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5037                                                                                      <NA>
## 5038                                                                             I do not know
## 5039   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5040                                                             No (we do not use ML methods)
## 5041                                                             No (we do not use ML methods)
## 5042   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5043   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5044                                                                                      <NA>
## 5045                                                                             I do not know
## 5046                                                                                      <NA>
## 5047                                                                                      <NA>
## 5048                                                                                      <NA>
## 5049                                                                             I do not know
## 5050 We use ML methods for generating insights (but do not put working models into production)
## 5051    We have well established ML methods (i.e., models in production for more than 2 years)
## 5052    We have well established ML methods (i.e., models in production for more than 2 years)
## 5053                                                                                      <NA>
## 5054 We use ML methods for generating insights (but do not put working models into production)
## 5055   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5056   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5057    We have well established ML methods (i.e., models in production for more than 2 years)
## 5058                                                             No (we do not use ML methods)
## 5059    We have well established ML methods (i.e., models in production for more than 2 years)
## 5060                 We are exploring ML methods (and may one day put a model into production)
## 5061                                                                                      <NA>
## 5062                                                                             I do not know
## 5063                                                                                      <NA>
## 5064 We use ML methods for generating insights (but do not put working models into production)
## 5065                                                                                      <NA>
## 5066                                                                                      <NA>
## 5067    We have well established ML methods (i.e., models in production for more than 2 years)
## 5068                                                             No (we do not use ML methods)
## 5069    We have well established ML methods (i.e., models in production for more than 2 years)
## 5070                                                                                      <NA>
## 5071   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5072 We use ML methods for generating insights (but do not put working models into production)
## 5073   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5074                                                                                      <NA>
## 5075 We use ML methods for generating insights (but do not put working models into production)
## 5076                                                                                      <NA>
## 5077                 We are exploring ML methods (and may one day put a model into production)
## 5078                                                                                      <NA>
## 5079   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5080                                                                                      <NA>
## 5081                 We are exploring ML methods (and may one day put a model into production)
## 5082   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5083                                                                                      <NA>
## 5084                                                                                      <NA>
## 5085   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5086   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5087                                                                                      <NA>
## 5088                                                                                      <NA>
## 5089    We have well established ML methods (i.e., models in production for more than 2 years)
## 5090   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5091                                                                                      <NA>
## 5092                                                             No (we do not use ML methods)
## 5093   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5094                                                                                      <NA>
## 5095                                                                             I do not know
## 5096                 We are exploring ML methods (and may one day put a model into production)
## 5097   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5098    We have well established ML methods (i.e., models in production for more than 2 years)
## 5099                 We are exploring ML methods (and may one day put a model into production)
## 5100   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5101                                                                                      <NA>
## 5102                                                                             I do not know
## 5103                 We are exploring ML methods (and may one day put a model into production)
## 5104    We have well established ML methods (i.e., models in production for more than 2 years)
## 5105                 We are exploring ML methods (and may one day put a model into production)
## 5106                 We are exploring ML methods (and may one day put a model into production)
## 5107                 We are exploring ML methods (and may one day put a model into production)
## 5108    We have well established ML methods (i.e., models in production for more than 2 years)
## 5109 We use ML methods for generating insights (but do not put working models into production)
## 5110                 We are exploring ML methods (and may one day put a model into production)
## 5111   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5112   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5113    We have well established ML methods (i.e., models in production for more than 2 years)
## 5114                                                             No (we do not use ML methods)
## 5115    We have well established ML methods (i.e., models in production for more than 2 years)
## 5116                 We are exploring ML methods (and may one day put a model into production)
## 5117   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5118                                                             No (we do not use ML methods)
## 5119                                                                                      <NA>
## 5120                                                                             I do not know
## 5121                                                                                      <NA>
## 5122                                                                                      <NA>
## 5123   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5124                 We are exploring ML methods (and may one day put a model into production)
## 5125                                                             No (we do not use ML methods)
## 5126    We have well established ML methods (i.e., models in production for more than 2 years)
## 5127   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5128                                                             No (we do not use ML methods)
## 5129                                                             No (we do not use ML methods)
## 5130 We use ML methods for generating insights (but do not put working models into production)
## 5131                 We are exploring ML methods (and may one day put a model into production)
## 5132                 We are exploring ML methods (and may one day put a model into production)
## 5133                                                                                      <NA>
## 5134    We have well established ML methods (i.e., models in production for more than 2 years)
## 5135                 We are exploring ML methods (and may one day put a model into production)
## 5136    We have well established ML methods (i.e., models in production for more than 2 years)
## 5137                                                                                      <NA>
## 5138                                                                                      <NA>
## 5139    We have well established ML methods (i.e., models in production for more than 2 years)
## 5140                 We are exploring ML methods (and may one day put a model into production)
## 5141                                                                                      <NA>
## 5142                                                                                      <NA>
## 5143                                                             No (we do not use ML methods)
## 5144   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5145                                                                                      <NA>
## 5146   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5147 We use ML methods for generating insights (but do not put working models into production)
## 5148    We have well established ML methods (i.e., models in production for more than 2 years)
## 5149                 We are exploring ML methods (and may one day put a model into production)
## 5150                                                                                      <NA>
## 5151    We have well established ML methods (i.e., models in production for more than 2 years)
## 5152                 We are exploring ML methods (and may one day put a model into production)
## 5153                                                             No (we do not use ML methods)
## 5154   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5155   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5156   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5157                                                                             I do not know
## 5158                                                                             I do not know
## 5159                                                                                      <NA>
## 5160                                                             No (we do not use ML methods)
## 5161                                                             No (we do not use ML methods)
## 5162                                                                             I do not know
## 5163                                                                             I do not know
## 5164   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5165                                                                             I do not know
## 5166 We use ML methods for generating insights (but do not put working models into production)
## 5167 We use ML methods for generating insights (but do not put working models into production)
## 5168   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5169                                                             No (we do not use ML methods)
## 5170   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5171   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5172   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5173    We have well established ML methods (i.e., models in production for more than 2 years)
## 5174   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5175                 We are exploring ML methods (and may one day put a model into production)
## 5176   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5177                                                                                      <NA>
## 5178   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5179   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5180                 We are exploring ML methods (and may one day put a model into production)
## 5181    We have well established ML methods (i.e., models in production for more than 2 years)
## 5182                                                             No (we do not use ML methods)
## 5183    We have well established ML methods (i.e., models in production for more than 2 years)
## 5184                                                                             I do not know
## 5185    We have well established ML methods (i.e., models in production for more than 2 years)
## 5186    We have well established ML methods (i.e., models in production for more than 2 years)
## 5187                                                             No (we do not use ML methods)
## 5188                                                                                      <NA>
## 5189                                                                                      <NA>
## 5190 We use ML methods for generating insights (but do not put working models into production)
## 5191                                                             No (we do not use ML methods)
## 5192                                                                                      <NA>
## 5193 We use ML methods for generating insights (but do not put working models into production)
## 5194    We have well established ML methods (i.e., models in production for more than 2 years)
## 5195    We have well established ML methods (i.e., models in production for more than 2 years)
## 5196                                                                                      <NA>
## 5197    We have well established ML methods (i.e., models in production for more than 2 years)
## 5198   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5199   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5200                                                             No (we do not use ML methods)
## 5201   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5202                                                                                      <NA>
## 5203                 We are exploring ML methods (and may one day put a model into production)
## 5204    We have well established ML methods (i.e., models in production for more than 2 years)
## 5205                 We are exploring ML methods (and may one day put a model into production)
## 5206                 We are exploring ML methods (and may one day put a model into production)
## 5207    We have well established ML methods (i.e., models in production for more than 2 years)
## 5208                                                                                      <NA>
## 5209                 We are exploring ML methods (and may one day put a model into production)
## 5210   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5211 We use ML methods for generating insights (but do not put working models into production)
## 5212   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5213                                                             No (we do not use ML methods)
## 5214    We have well established ML methods (i.e., models in production for more than 2 years)
## 5215                                                             No (we do not use ML methods)
## 5216    We have well established ML methods (i.e., models in production for more than 2 years)
## 5217                                                                                      <NA>
## 5218                                                                             I do not know
## 5219                                                             No (we do not use ML methods)
## 5220                                                             No (we do not use ML methods)
## 5221    We have well established ML methods (i.e., models in production for more than 2 years)
## 5222                                                             No (we do not use ML methods)
## 5223                 We are exploring ML methods (and may one day put a model into production)
## 5224                 We are exploring ML methods (and may one day put a model into production)
## 5225                                                                                      <NA>
## 5226    We have well established ML methods (i.e., models in production for more than 2 years)
## 5227                 We are exploring ML methods (and may one day put a model into production)
## 5228    We have well established ML methods (i.e., models in production for more than 2 years)
## 5229                                                                                      <NA>
## 5230   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5231   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5232 We use ML methods for generating insights (but do not put working models into production)
## 5233    We have well established ML methods (i.e., models in production for more than 2 years)
## 5234   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5235 We use ML methods for generating insights (but do not put working models into production)
## 5236    We have well established ML methods (i.e., models in production for more than 2 years)
## 5237   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5238   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5239   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5240   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5241                 We are exploring ML methods (and may one day put a model into production)
## 5242 We use ML methods for generating insights (but do not put working models into production)
## 5243 We use ML methods for generating insights (but do not put working models into production)
## 5244    We have well established ML methods (i.e., models in production for more than 2 years)
## 5245   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5246    We have well established ML methods (i.e., models in production for more than 2 years)
## 5247                                                                                      <NA>
## 5248                                                                                      <NA>
## 5249                                                                                      <NA>
## 5250                 We are exploring ML methods (and may one day put a model into production)
## 5251                                                                             I do not know
## 5252                                                                             I do not know
## 5253                                                             No (we do not use ML methods)
## 5254                 We are exploring ML methods (and may one day put a model into production)
## 5255                 We are exploring ML methods (and may one day put a model into production)
## 5256                 We are exploring ML methods (and may one day put a model into production)
## 5257                                                             No (we do not use ML methods)
## 5258                                                                             I do not know
## 5259   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5260                                                                                      <NA>
## 5261                                                                                      <NA>
## 5262 We use ML methods for generating insights (but do not put working models into production)
## 5263    We have well established ML methods (i.e., models in production for more than 2 years)
## 5264    We have well established ML methods (i.e., models in production for more than 2 years)
## 5265                 We are exploring ML methods (and may one day put a model into production)
## 5266                 We are exploring ML methods (and may one day put a model into production)
## 5267                 We are exploring ML methods (and may one day put a model into production)
## 5268    We have well established ML methods (i.e., models in production for more than 2 years)
## 5269   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5270                 We are exploring ML methods (and may one day put a model into production)
## 5271   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5272 We use ML methods for generating insights (but do not put working models into production)
## 5273                                                                                      <NA>
## 5274    We have well established ML methods (i.e., models in production for more than 2 years)
## 5275    We have well established ML methods (i.e., models in production for more than 2 years)
## 5276                                                                                      <NA>
## 5277 We use ML methods for generating insights (but do not put working models into production)
## 5278                                                                                      <NA>
## 5279                                                                                      <NA>
## 5280                                                             No (we do not use ML methods)
## 5281                                                                                      <NA>
## 5282 We use ML methods for generating insights (but do not put working models into production)
## 5283                                                             No (we do not use ML methods)
## 5284   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5285   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5286                                                                             I do not know
## 5287   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5288                                                                                      <NA>
## 5289                                                             No (we do not use ML methods)
## 5290   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5291   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5292    We have well established ML methods (i.e., models in production for more than 2 years)
## 5293   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5294                                                                                      <NA>
## 5295 We use ML methods for generating insights (but do not put working models into production)
## 5296   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5297 We use ML methods for generating insights (but do not put working models into production)
## 5298    We have well established ML methods (i.e., models in production for more than 2 years)
## 5299   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5300                                                             No (we do not use ML methods)
## 5301                                                                                      <NA>
## 5302   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5303    We have well established ML methods (i.e., models in production for more than 2 years)
## 5304   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5305                                                                                      <NA>
## 5306   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5307                                                             No (we do not use ML methods)
## 5308                                                                                      <NA>
## 5309   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5310                 We are exploring ML methods (and may one day put a model into production)
## 5311   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5312                                                                             I do not know
## 5313   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5314                                                             No (we do not use ML methods)
## 5315    We have well established ML methods (i.e., models in production for more than 2 years)
## 5316 We use ML methods for generating insights (but do not put working models into production)
## 5317 We use ML methods for generating insights (but do not put working models into production)
## 5318                 We are exploring ML methods (and may one day put a model into production)
## 5319                                                                                      <NA>
## 5320                                                                                      <NA>
## 5321                 We are exploring ML methods (and may one day put a model into production)
## 5322                                                                                      <NA>
## 5323   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5324                 We are exploring ML methods (and may one day put a model into production)
## 5325    We have well established ML methods (i.e., models in production for more than 2 years)
## 5326    We have well established ML methods (i.e., models in production for more than 2 years)
## 5327 We use ML methods for generating insights (but do not put working models into production)
## 5328                                                                                      <NA>
## 5329   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5330    We have well established ML methods (i.e., models in production for more than 2 years)
## 5331                                                             No (we do not use ML methods)
## 5332                 We are exploring ML methods (and may one day put a model into production)
## 5333                                                                                      <NA>
## 5334                 We are exploring ML methods (and may one day put a model into production)
## 5335                                                                             I do not know
## 5336                                                             No (we do not use ML methods)
## 5337                                                                                      <NA>
## 5338 We use ML methods for generating insights (but do not put working models into production)
## 5339   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5340                 We are exploring ML methods (and may one day put a model into production)
## 5341                 We are exploring ML methods (and may one day put a model into production)
## 5342    We have well established ML methods (i.e., models in production for more than 2 years)
## 5343                                                                                      <NA>
## 5344    We have well established ML methods (i.e., models in production for more than 2 years)
## 5345                                                                             I do not know
## 5346                 We are exploring ML methods (and may one day put a model into production)
## 5347                                                                             I do not know
## 5348                                                             No (we do not use ML methods)
## 5349                                                                                      <NA>
## 5350    We have well established ML methods (i.e., models in production for more than 2 years)
## 5351   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5352   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5353                                                                                      <NA>
## 5354   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5355 We use ML methods for generating insights (but do not put working models into production)
## 5356    We have well established ML methods (i.e., models in production for more than 2 years)
## 5357    We have well established ML methods (i.e., models in production for more than 2 years)
## 5358                 We are exploring ML methods (and may one day put a model into production)
## 5359    We have well established ML methods (i.e., models in production for more than 2 years)
## 5360                                                             No (we do not use ML methods)
## 5361   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5362                                                                                      <NA>
## 5363                                                                             I do not know
## 5364                                                                                      <NA>
## 5365                                                                                      <NA>
## 5366    We have well established ML methods (i.e., models in production for more than 2 years)
## 5367                                                             No (we do not use ML methods)
## 5368                                                                                      <NA>
## 5369                                                             No (we do not use ML methods)
## 5370   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5371                                                             No (we do not use ML methods)
## 5372                 We are exploring ML methods (and may one day put a model into production)
## 5373                                                                                      <NA>
## 5374                 We are exploring ML methods (and may one day put a model into production)
## 5375   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5376                                                                                      <NA>
## 5377                                                                                      <NA>
## 5378                                                                                      <NA>
## 5379 We use ML methods for generating insights (but do not put working models into production)
## 5380                                                                                      <NA>
## 5381   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5382                                                                             I do not know
## 5383                 We are exploring ML methods (and may one day put a model into production)
## 5384                                                             No (we do not use ML methods)
## 5385    We have well established ML methods (i.e., models in production for more than 2 years)
## 5386                 We are exploring ML methods (and may one day put a model into production)
## 5387                 We are exploring ML methods (and may one day put a model into production)
## 5388                                                             No (we do not use ML methods)
## 5389                                                                             I do not know
## 5390    We have well established ML methods (i.e., models in production for more than 2 years)
## 5391    We have well established ML methods (i.e., models in production for more than 2 years)
## 5392                                                                                      <NA>
## 5393                                                                                      <NA>
## 5394                                                                                      <NA>
## 5395                 We are exploring ML methods (and may one day put a model into production)
## 5396                                                             No (we do not use ML methods)
## 5397                                                             No (we do not use ML methods)
## 5398    We have well established ML methods (i.e., models in production for more than 2 years)
## 5399                 We are exploring ML methods (and may one day put a model into production)
## 5400                 We are exploring ML methods (and may one day put a model into production)
## 5401                                                                             I do not know
## 5402 We use ML methods for generating insights (but do not put working models into production)
## 5403                                                                             I do not know
## 5404    We have well established ML methods (i.e., models in production for more than 2 years)
## 5405                 We are exploring ML methods (and may one day put a model into production)
## 5406                                                                                      <NA>
## 5407                                                                                      <NA>
## 5408                 We are exploring ML methods (and may one day put a model into production)
## 5409   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5410                 We are exploring ML methods (and may one day put a model into production)
## 5411   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5412                 We are exploring ML methods (and may one day put a model into production)
## 5413   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5414                                                                                      <NA>
## 5415                                                                             I do not know
## 5416 We use ML methods for generating insights (but do not put working models into production)
## 5417 We use ML methods for generating insights (but do not put working models into production)
## 5418                                                             No (we do not use ML methods)
## 5419                 We are exploring ML methods (and may one day put a model into production)
## 5420                                                                             I do not know
## 5421                                                                                      <NA>
## 5422                                                                                      <NA>
## 5423 We use ML methods for generating insights (but do not put working models into production)
## 5424   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5425    We have well established ML methods (i.e., models in production for more than 2 years)
## 5426                 We are exploring ML methods (and may one day put a model into production)
## 5427                                                                                      <NA>
## 5428                                                             No (we do not use ML methods)
## 5429   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5430 We use ML methods for generating insights (but do not put working models into production)
## 5431   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5432                 We are exploring ML methods (and may one day put a model into production)
## 5433    We have well established ML methods (i.e., models in production for more than 2 years)
## 5434                                                                                      <NA>
## 5435   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5436    We have well established ML methods (i.e., models in production for more than 2 years)
## 5437                                                                                      <NA>
## 5438    We have well established ML methods (i.e., models in production for more than 2 years)
## 5439   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5440                                                             No (we do not use ML methods)
## 5441   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5442                                                                                      <NA>
## 5443                                                                                      <NA>
## 5444   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5445                                                                             I do not know
## 5446                                                                                      <NA>
## 5447                                                                                      <NA>
## 5448                                                                             I do not know
## 5449   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5450    We have well established ML methods (i.e., models in production for more than 2 years)
## 5451 We use ML methods for generating insights (but do not put working models into production)
## 5452    We have well established ML methods (i.e., models in production for more than 2 years)
## 5453                                                             No (we do not use ML methods)
## 5454    We have well established ML methods (i.e., models in production for more than 2 years)
## 5455    We have well established ML methods (i.e., models in production for more than 2 years)
## 5456                                                             No (we do not use ML methods)
## 5457   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5458                 We are exploring ML methods (and may one day put a model into production)
## 5459   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5460 We use ML methods for generating insights (but do not put working models into production)
## 5461   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5462   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5463                                                                                      <NA>
## 5464                 We are exploring ML methods (and may one day put a model into production)
## 5465    We have well established ML methods (i.e., models in production for more than 2 years)
## 5466   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5467                                                             No (we do not use ML methods)
## 5468                                                                                      <NA>
## 5469   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5470                 We are exploring ML methods (and may one day put a model into production)
## 5471                                                             No (we do not use ML methods)
## 5472                                                                                      <NA>
## 5473   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5474                                                                                      <NA>
## 5475    We have well established ML methods (i.e., models in production for more than 2 years)
## 5476   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5477                                                             No (we do not use ML methods)
## 5478                 We are exploring ML methods (and may one day put a model into production)
## 5479   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5480                 We are exploring ML methods (and may one day put a model into production)
## 5481    We have well established ML methods (i.e., models in production for more than 2 years)
## 5482                 We are exploring ML methods (and may one day put a model into production)
## 5483                                                             No (we do not use ML methods)
## 5484                                                                                      <NA>
## 5485                                                             No (we do not use ML methods)
## 5486                                                                                      <NA>
## 5487 We use ML methods for generating insights (but do not put working models into production)
## 5488                 We are exploring ML methods (and may one day put a model into production)
## 5489                 We are exploring ML methods (and may one day put a model into production)
## 5490                                                             No (we do not use ML methods)
## 5491   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5492                                                                             I do not know
## 5493                                                                             I do not know
## 5494 We use ML methods for generating insights (but do not put working models into production)
## 5495   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5496   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5497                 We are exploring ML methods (and may one day put a model into production)
## 5498                 We are exploring ML methods (and may one day put a model into production)
## 5499                                                                                      <NA>
## 5500                                                                                      <NA>
## 5501                                                                                      <NA>
## 5502    We have well established ML methods (i.e., models in production for more than 2 years)
## 5503                 We are exploring ML methods (and may one day put a model into production)
## 5504    We have well established ML methods (i.e., models in production for more than 2 years)
## 5505 We use ML methods for generating insights (but do not put working models into production)
## 5506                                                             No (we do not use ML methods)
## 5507   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5508                 We are exploring ML methods (and may one day put a model into production)
## 5509                                                             No (we do not use ML methods)
## 5510   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5511   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5512                                                             No (we do not use ML methods)
## 5513                                                                                      <NA>
## 5514                                                                                      <NA>
## 5515                                                             No (we do not use ML methods)
## 5516   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5517    We have well established ML methods (i.e., models in production for more than 2 years)
## 5518                 We are exploring ML methods (and may one day put a model into production)
## 5519   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5520    We have well established ML methods (i.e., models in production for more than 2 years)
## 5521                                                             No (we do not use ML methods)
## 5522   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5523                                                             No (we do not use ML methods)
## 5524                                                                                      <NA>
## 5525                 We are exploring ML methods (and may one day put a model into production)
## 5526   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5527                                                                                      <NA>
## 5528                                                                             I do not know
## 5529                                                                                      <NA>
## 5530                                                             No (we do not use ML methods)
## 5531                                                                                      <NA>
## 5532                                                                                      <NA>
## 5533    We have well established ML methods (i.e., models in production for more than 2 years)
## 5534                                                             No (we do not use ML methods)
## 5535                 We are exploring ML methods (and may one day put a model into production)
## 5536    We have well established ML methods (i.e., models in production for more than 2 years)
## 5537 We use ML methods for generating insights (but do not put working models into production)
## 5538    We have well established ML methods (i.e., models in production for more than 2 years)
## 5539                                                                                      <NA>
## 5540                                                                                      <NA>
## 5541 We use ML methods for generating insights (but do not put working models into production)
## 5542                                                                             I do not know
## 5543   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5544                                                             No (we do not use ML methods)
## 5545                 We are exploring ML methods (and may one day put a model into production)
## 5546                                                                                      <NA>
## 5547                                                             No (we do not use ML methods)
## 5548                 We are exploring ML methods (and may one day put a model into production)
## 5549                                                                             I do not know
## 5550                 We are exploring ML methods (and may one day put a model into production)
## 5551                                                             No (we do not use ML methods)
## 5552                                                                                      <NA>
## 5553    We have well established ML methods (i.e., models in production for more than 2 years)
## 5554                                                                                      <NA>
## 5555                                                             No (we do not use ML methods)
## 5556                                                                                      <NA>
## 5557    We have well established ML methods (i.e., models in production for more than 2 years)
## 5558 We use ML methods for generating insights (but do not put working models into production)
## 5559   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5560                                                                                      <NA>
## 5561                                                                                      <NA>
## 5562    We have well established ML methods (i.e., models in production for more than 2 years)
## 5563                 We are exploring ML methods (and may one day put a model into production)
## 5564                                                                                      <NA>
## 5565                                                                             I do not know
## 5566                                                             No (we do not use ML methods)
## 5567    We have well established ML methods (i.e., models in production for more than 2 years)
## 5568                                                                                      <NA>
## 5569                                                                                      <NA>
## 5570                                                             No (we do not use ML methods)
## 5571                                                                                      <NA>
## 5572    We have well established ML methods (i.e., models in production for more than 2 years)
## 5573   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5574                 We are exploring ML methods (and may one day put a model into production)
## 5575 We use ML methods for generating insights (but do not put working models into production)
## 5576    We have well established ML methods (i.e., models in production for more than 2 years)
## 5577   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5578                                                                                      <NA>
## 5579                                                                                      <NA>
## 5580   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5581                                                             No (we do not use ML methods)
## 5582   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5583                                                                                      <NA>
## 5584                                                                                      <NA>
## 5585   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5586   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5587                                                             No (we do not use ML methods)
## 5588                                                             No (we do not use ML methods)
## 5589    We have well established ML methods (i.e., models in production for more than 2 years)
## 5590                                                             No (we do not use ML methods)
## 5591                                                             No (we do not use ML methods)
## 5592                                                                                      <NA>
## 5593   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5594                                                                                      <NA>
## 5595   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5596 We use ML methods for generating insights (but do not put working models into production)
## 5597                 We are exploring ML methods (and may one day put a model into production)
## 5598                                                                                      <NA>
## 5599                                                                                      <NA>
## 5600                                                             No (we do not use ML methods)
## 5601                                                                                      <NA>
## 5602    We have well established ML methods (i.e., models in production for more than 2 years)
## 5603 We use ML methods for generating insights (but do not put working models into production)
## 5604    We have well established ML methods (i.e., models in production for more than 2 years)
## 5605                                                                                      <NA>
## 5606                 We are exploring ML methods (and may one day put a model into production)
## 5607   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5608                                                                                      <NA>
## 5609                 We are exploring ML methods (and may one day put a model into production)
## 5610   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5611   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5612                                                                                      <NA>
## 5613                 We are exploring ML methods (and may one day put a model into production)
## 5614                 We are exploring ML methods (and may one day put a model into production)
## 5615                 We are exploring ML methods (and may one day put a model into production)
## 5616                 We are exploring ML methods (and may one day put a model into production)
## 5617                                                                                      <NA>
## 5618                                                                                      <NA>
## 5619                                                                                      <NA>
## 5620   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5621                                                                                      <NA>
## 5622    We have well established ML methods (i.e., models in production for more than 2 years)
## 5623 We use ML methods for generating insights (but do not put working models into production)
## 5624                                                                                      <NA>
## 5625   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5626                                                                             I do not know
## 5627   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5628   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5629    We have well established ML methods (i.e., models in production for more than 2 years)
## 5630                                                                                      <NA>
## 5631                 We are exploring ML methods (and may one day put a model into production)
## 5632                                                                                      <NA>
## 5633                                                             No (we do not use ML methods)
## 5634                 We are exploring ML methods (and may one day put a model into production)
## 5635    We have well established ML methods (i.e., models in production for more than 2 years)
## 5636                                                                                      <NA>
## 5637                                                                                      <NA>
## 5638    We have well established ML methods (i.e., models in production for more than 2 years)
## 5639   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5640                                                             No (we do not use ML methods)
## 5641 We use ML methods for generating insights (but do not put working models into production)
## 5642                                                             No (we do not use ML methods)
## 5643                                                                                      <NA>
## 5644                                                                                      <NA>
## 5645                 We are exploring ML methods (and may one day put a model into production)
## 5646   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5647 We use ML methods for generating insights (but do not put working models into production)
## 5648                                                                                      <NA>
## 5649                                                                                      <NA>
## 5650                                                                                      <NA>
## 5651    We have well established ML methods (i.e., models in production for more than 2 years)
## 5652    We have well established ML methods (i.e., models in production for more than 2 years)
## 5653                                                                                      <NA>
## 5654                                                             No (we do not use ML methods)
## 5655                 We are exploring ML methods (and may one day put a model into production)
## 5656                                                             No (we do not use ML methods)
## 5657                                                                                      <NA>
## 5658                                                                                      <NA>
## 5659   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5660                                                                             I do not know
## 5661                                                             No (we do not use ML methods)
## 5662                 We are exploring ML methods (and may one day put a model into production)
## 5663 We use ML methods for generating insights (but do not put working models into production)
## 5664    We have well established ML methods (i.e., models in production for more than 2 years)
## 5665    We have well established ML methods (i.e., models in production for more than 2 years)
## 5666                                                                                      <NA>
## 5667   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5668                                                                             I do not know
## 5669                 We are exploring ML methods (and may one day put a model into production)
## 5670    We have well established ML methods (i.e., models in production for more than 2 years)
## 5671                                                             No (we do not use ML methods)
## 5672                                                                                      <NA>
## 5673    We have well established ML methods (i.e., models in production for more than 2 years)
## 5674                 We are exploring ML methods (and may one day put a model into production)
## 5675                 We are exploring ML methods (and may one day put a model into production)
## 5676   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5677                                                                                      <NA>
## 5678                 We are exploring ML methods (and may one day put a model into production)
## 5679   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5680                                                                                      <NA>
## 5681                                                                                      <NA>
## 5682   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5683   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5684                                                             No (we do not use ML methods)
## 5685                                                                             I do not know
## 5686                                                                                      <NA>
## 5687    We have well established ML methods (i.e., models in production for more than 2 years)
## 5688                                                                             I do not know
## 5689                                                             No (we do not use ML methods)
## 5690   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5691                                                             No (we do not use ML methods)
## 5692   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5693                                                                                      <NA>
## 5694                                                                                      <NA>
## 5695                                                                             I do not know
## 5696   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5697    We have well established ML methods (i.e., models in production for more than 2 years)
## 5698   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5699                 We are exploring ML methods (and may one day put a model into production)
## 5700   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5701                                                                                      <NA>
## 5702   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5703                                                                                      <NA>
## 5704                                                                             I do not know
## 5705                                                             No (we do not use ML methods)
## 5706                                                             No (we do not use ML methods)
## 5707                                                                             I do not know
## 5708    We have well established ML methods (i.e., models in production for more than 2 years)
## 5709                 We are exploring ML methods (and may one day put a model into production)
## 5710                                                             No (we do not use ML methods)
## 5711                 We are exploring ML methods (and may one day put a model into production)
## 5712                                                                             I do not know
## 5713    We have well established ML methods (i.e., models in production for more than 2 years)
## 5714 We use ML methods for generating insights (but do not put working models into production)
## 5715    We have well established ML methods (i.e., models in production for more than 2 years)
## 5716                 We are exploring ML methods (and may one day put a model into production)
## 5717    We have well established ML methods (i.e., models in production for more than 2 years)
## 5718                                                             No (we do not use ML methods)
## 5719   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5720                                                                                      <NA>
## 5721                                                                                      <NA>
## 5722 We use ML methods for generating insights (but do not put working models into production)
## 5723                                                                             I do not know
## 5724                                                             No (we do not use ML methods)
## 5725                                                                                      <NA>
## 5726                                                                                      <NA>
## 5727                 We are exploring ML methods (and may one day put a model into production)
## 5728                                                                                      <NA>
## 5729   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5730   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5731 We use ML methods for generating insights (but do not put working models into production)
## 5732                                                                                      <NA>
## 5733    We have well established ML methods (i.e., models in production for more than 2 years)
## 5734                                                                             I do not know
## 5735   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5736                 We are exploring ML methods (and may one day put a model into production)
## 5737                 We are exploring ML methods (and may one day put a model into production)
## 5738                                                                             I do not know
## 5739                 We are exploring ML methods (and may one day put a model into production)
## 5740                 We are exploring ML methods (and may one day put a model into production)
## 5741   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5742                                                                                      <NA>
## 5743    We have well established ML methods (i.e., models in production for more than 2 years)
## 5744                                                             No (we do not use ML methods)
## 5745                                                                                      <NA>
## 5746                                                                             I do not know
## 5747                                                                                      <NA>
## 5748                                                                                      <NA>
## 5749   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5750                 We are exploring ML methods (and may one day put a model into production)
## 5751                                                                                      <NA>
## 5752   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5753                                                                             I do not know
## 5754                                                             No (we do not use ML methods)
## 5755                                                                                      <NA>
## 5756                                                                                      <NA>
## 5757    We have well established ML methods (i.e., models in production for more than 2 years)
## 5758                                                             No (we do not use ML methods)
## 5759 We use ML methods for generating insights (but do not put working models into production)
## 5760                                                                                      <NA>
## 5761                                                                                      <NA>
## 5762    We have well established ML methods (i.e., models in production for more than 2 years)
## 5763                                                                                      <NA>
## 5764                                                                                      <NA>
## 5765   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5766    We have well established ML methods (i.e., models in production for more than 2 years)
## 5767   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5768                                                                                      <NA>
## 5769                                                                                      <NA>
## 5770   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5771 We use ML methods for generating insights (but do not put working models into production)
## 5772   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5773    We have well established ML methods (i.e., models in production for more than 2 years)
## 5774                 We are exploring ML methods (and may one day put a model into production)
## 5775                                                             No (we do not use ML methods)
## 5776                 We are exploring ML methods (and may one day put a model into production)
## 5777                 We are exploring ML methods (and may one day put a model into production)
## 5778   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5779                                                                                      <NA>
## 5780    We have well established ML methods (i.e., models in production for more than 2 years)
## 5781                 We are exploring ML methods (and may one day put a model into production)
## 5782    We have well established ML methods (i.e., models in production for more than 2 years)
## 5783                                                                             I do not know
## 5784    We have well established ML methods (i.e., models in production for more than 2 years)
## 5785                                                                                      <NA>
## 5786                 We are exploring ML methods (and may one day put a model into production)
## 5787                                                                                      <NA>
## 5788   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5789   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5790                                                                                      <NA>
## 5791    We have well established ML methods (i.e., models in production for more than 2 years)
## 5792                                                                                      <NA>
## 5793                                                                                      <NA>
## 5794   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5795 We use ML methods for generating insights (but do not put working models into production)
## 5796 We use ML methods for generating insights (but do not put working models into production)
## 5797                                                                                      <NA>
## 5798 We use ML methods for generating insights (but do not put working models into production)
## 5799   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5800                 We are exploring ML methods (and may one day put a model into production)
## 5801 We use ML methods for generating insights (but do not put working models into production)
## 5802                                                                                      <NA>
## 5803                                                                                      <NA>
## 5804                 We are exploring ML methods (and may one day put a model into production)
## 5805 We use ML methods for generating insights (but do not put working models into production)
## 5806   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5807    We have well established ML methods (i.e., models in production for more than 2 years)
## 5808                                                             No (we do not use ML methods)
## 5809                 We are exploring ML methods (and may one day put a model into production)
## 5810                 We are exploring ML methods (and may one day put a model into production)
## 5811                                                                             I do not know
## 5812                                                                                      <NA>
## 5813                 We are exploring ML methods (and may one day put a model into production)
## 5814    We have well established ML methods (i.e., models in production for more than 2 years)
## 5815    We have well established ML methods (i.e., models in production for more than 2 years)
## 5816                 We are exploring ML methods (and may one day put a model into production)
## 5817    We have well established ML methods (i.e., models in production for more than 2 years)
## 5818    We have well established ML methods (i.e., models in production for more than 2 years)
## 5819                                                                                      <NA>
## 5820                 We are exploring ML methods (and may one day put a model into production)
## 5821                 We are exploring ML methods (and may one day put a model into production)
## 5822                 We are exploring ML methods (and may one day put a model into production)
## 5823   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5824    We have well established ML methods (i.e., models in production for more than 2 years)
## 5825                                                                             I do not know
## 5826 We use ML methods for generating insights (but do not put working models into production)
## 5827   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5828                                                             No (we do not use ML methods)
## 5829                                                             No (we do not use ML methods)
## 5830                 We are exploring ML methods (and may one day put a model into production)
## 5831                                                                             I do not know
## 5832                                                                                      <NA>
## 5833                                                                                      <NA>
## 5834   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5835                                                                                      <NA>
## 5836    We have well established ML methods (i.e., models in production for more than 2 years)
## 5837                 We are exploring ML methods (and may one day put a model into production)
## 5838                 We are exploring ML methods (and may one day put a model into production)
## 5839                 We are exploring ML methods (and may one day put a model into production)
## 5840   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5841 We use ML methods for generating insights (but do not put working models into production)
## 5842    We have well established ML methods (i.e., models in production for more than 2 years)
## 5843                 We are exploring ML methods (and may one day put a model into production)
## 5844                                                                             I do not know
## 5845   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5846   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5847    We have well established ML methods (i.e., models in production for more than 2 years)
## 5848                                                                                      <NA>
## 5849                                                                             I do not know
## 5850                                                                                      <NA>
## 5851                                                                                      <NA>
## 5852   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5853   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5854   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5855                                                                                      <NA>
## 5856                                                                                      <NA>
## 5857                                                             No (we do not use ML methods)
## 5858 We use ML methods for generating insights (but do not put working models into production)
## 5859                                                                                      <NA>
## 5860   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5861   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5862                                                                             I do not know
## 5863                 We are exploring ML methods (and may one day put a model into production)
## 5864                                                                             I do not know
## 5865                                                                                      <NA>
## 5866   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5867                                                                                      <NA>
## 5868 We use ML methods for generating insights (but do not put working models into production)
## 5869                                                                                      <NA>
## 5870    We have well established ML methods (i.e., models in production for more than 2 years)
## 5871   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5872                 We are exploring ML methods (and may one day put a model into production)
## 5873 We use ML methods for generating insights (but do not put working models into production)
## 5874                                                                                      <NA>
## 5875 We use ML methods for generating insights (but do not put working models into production)
## 5876   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5877                                                             No (we do not use ML methods)
## 5878                 We are exploring ML methods (and may one day put a model into production)
## 5879                 We are exploring ML methods (and may one day put a model into production)
## 5880    We have well established ML methods (i.e., models in production for more than 2 years)
## 5881   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5882   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5883                 We are exploring ML methods (and may one day put a model into production)
## 5884    We have well established ML methods (i.e., models in production for more than 2 years)
## 5885                 We are exploring ML methods (and may one day put a model into production)
## 5886                                                                                      <NA>
## 5887                 We are exploring ML methods (and may one day put a model into production)
## 5888 We use ML methods for generating insights (but do not put working models into production)
## 5889                 We are exploring ML methods (and may one day put a model into production)
## 5890 We use ML methods for generating insights (but do not put working models into production)
## 5891                 We are exploring ML methods (and may one day put a model into production)
## 5892   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5893                 We are exploring ML methods (and may one day put a model into production)
## 5894 We use ML methods for generating insights (but do not put working models into production)
## 5895                                                             No (we do not use ML methods)
## 5896                                                                                      <NA>
## 5897                                                                                      <NA>
## 5898                 We are exploring ML methods (and may one day put a model into production)
## 5899                                                                                      <NA>
## 5900   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5901    We have well established ML methods (i.e., models in production for more than 2 years)
## 5902 We use ML methods for generating insights (but do not put working models into production)
## 5903                                                                                      <NA>
## 5904                                                             No (we do not use ML methods)
## 5905                                                                                      <NA>
## 5906                 We are exploring ML methods (and may one day put a model into production)
## 5907    We have well established ML methods (i.e., models in production for more than 2 years)
## 5908 We use ML methods for generating insights (but do not put working models into production)
## 5909                                                             No (we do not use ML methods)
## 5910    We have well established ML methods (i.e., models in production for more than 2 years)
## 5911                                                             No (we do not use ML methods)
## 5912   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5913 We use ML methods for generating insights (but do not put working models into production)
## 5914 We use ML methods for generating insights (but do not put working models into production)
## 5915    We have well established ML methods (i.e., models in production for more than 2 years)
## 5916   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5917   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5918   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5919                 We are exploring ML methods (and may one day put a model into production)
## 5920    We have well established ML methods (i.e., models in production for more than 2 years)
## 5921                 We are exploring ML methods (and may one day put a model into production)
## 5922   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5923                 We are exploring ML methods (and may one day put a model into production)
## 5924                                                                                      <NA>
## 5925                 We are exploring ML methods (and may one day put a model into production)
## 5926                                                                                      <NA>
## 5927   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5928                                                                                      <NA>
## 5929                                                             No (we do not use ML methods)
## 5930 We use ML methods for generating insights (but do not put working models into production)
## 5931    We have well established ML methods (i.e., models in production for more than 2 years)
## 5932   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5933                 We are exploring ML methods (and may one day put a model into production)
## 5934    We have well established ML methods (i.e., models in production for more than 2 years)
## 5935 We use ML methods for generating insights (but do not put working models into production)
## 5936   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5937    We have well established ML methods (i.e., models in production for more than 2 years)
## 5938    We have well established ML methods (i.e., models in production for more than 2 years)
## 5939                                                                                      <NA>
## 5940                 We are exploring ML methods (and may one day put a model into production)
## 5941                                                                                      <NA>
## 5942                 We are exploring ML methods (and may one day put a model into production)
## 5943                                                                             I do not know
## 5944   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5945                                                                                      <NA>
## 5946 We use ML methods for generating insights (but do not put working models into production)
## 5947    We have well established ML methods (i.e., models in production for more than 2 years)
## 5948   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5949                                                                                      <NA>
## 5950    We have well established ML methods (i.e., models in production for more than 2 years)
## 5951    We have well established ML methods (i.e., models in production for more than 2 years)
## 5952    We have well established ML methods (i.e., models in production for more than 2 years)
## 5953    We have well established ML methods (i.e., models in production for more than 2 years)
## 5954                                                             No (we do not use ML methods)
## 5955                                                                             I do not know
## 5956   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5957 We use ML methods for generating insights (but do not put working models into production)
## 5958    We have well established ML methods (i.e., models in production for more than 2 years)
## 5959                                                                                      <NA>
## 5960 We use ML methods for generating insights (but do not put working models into production)
## 5961    We have well established ML methods (i.e., models in production for more than 2 years)
## 5962                 We are exploring ML methods (and may one day put a model into production)
## 5963                 We are exploring ML methods (and may one day put a model into production)
## 5964                                                             No (we do not use ML methods)
## 5965                                                                                      <NA>
## 5966   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5967   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5968    We have well established ML methods (i.e., models in production for more than 2 years)
## 5969                                                             No (we do not use ML methods)
## 5970    We have well established ML methods (i.e., models in production for more than 2 years)
## 5971    We have well established ML methods (i.e., models in production for more than 2 years)
## 5972                                                             No (we do not use ML methods)
## 5973                 We are exploring ML methods (and may one day put a model into production)
## 5974                                                                                      <NA>
## 5975 We use ML methods for generating insights (but do not put working models into production)
## 5976                 We are exploring ML methods (and may one day put a model into production)
## 5977                                                             No (we do not use ML methods)
## 5978    We have well established ML methods (i.e., models in production for more than 2 years)
## 5979    We have well established ML methods (i.e., models in production for more than 2 years)
## 5980                                                                                      <NA>
## 5981                 We are exploring ML methods (and may one day put a model into production)
## 5982    We have well established ML methods (i.e., models in production for more than 2 years)
## 5983                                                             No (we do not use ML methods)
## 5984    We have well established ML methods (i.e., models in production for more than 2 years)
## 5985   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5986   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5987                                                             No (we do not use ML methods)
## 5988   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5989    We have well established ML methods (i.e., models in production for more than 2 years)
## 5990   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5991                 We are exploring ML methods (and may one day put a model into production)
## 5992 We use ML methods for generating insights (but do not put working models into production)
## 5993                                                                                      <NA>
## 5994                                                             No (we do not use ML methods)
## 5995   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5996                                                                                      <NA>
## 5997   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5998                                                             No (we do not use ML methods)
## 5999                                                                                      <NA>
## 6000                                                                                      <NA>
## 6001                                                                                      <NA>
## 6002    We have well established ML methods (i.e., models in production for more than 2 years)
## 6003                                                                                      <NA>
## 6004    We have well established ML methods (i.e., models in production for more than 2 years)
## 6005                                                             No (we do not use ML methods)
## 6006    We have well established ML methods (i.e., models in production for more than 2 years)
## 6007                                                                                      <NA>
## 6008    We have well established ML methods (i.e., models in production for more than 2 years)
## 6009   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6010                                                             No (we do not use ML methods)
## 6011    We have well established ML methods (i.e., models in production for more than 2 years)
## 6012                                                             No (we do not use ML methods)
## 6013    We have well established ML methods (i.e., models in production for more than 2 years)
## 6014    We have well established ML methods (i.e., models in production for more than 2 years)
## 6015                                                                                      <NA>
## 6016   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6017   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6018                                                                                      <NA>
## 6019                                                                                      <NA>
## 6020                                                                                      <NA>
## 6021                                                                                      <NA>
## 6022                                                                             I do not know
## 6023                                                             No (we do not use ML methods)
## 6024                                                                             I do not know
## 6025    We have well established ML methods (i.e., models in production for more than 2 years)
## 6026                                                                                      <NA>
## 6027                 We are exploring ML methods (and may one day put a model into production)
## 6028    We have well established ML methods (i.e., models in production for more than 2 years)
## 6029   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6030                 We are exploring ML methods (and may one day put a model into production)
## 6031                 We are exploring ML methods (and may one day put a model into production)
## 6032                                                                                      <NA>
## 6033                                                                             I do not know
## 6034                                                                                      <NA>
## 6035 We use ML methods for generating insights (but do not put working models into production)
## 6036                                                             No (we do not use ML methods)
## 6037   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6038                                                                                      <NA>
## 6039                 We are exploring ML methods (and may one day put a model into production)
## 6040                                                                                      <NA>
## 6041                                                                                      <NA>
## 6042                                                             No (we do not use ML methods)
## 6043                                                                                      <NA>
## 6044    We have well established ML methods (i.e., models in production for more than 2 years)
## 6045   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6046                                                                                      <NA>
## 6047                                                             No (we do not use ML methods)
## 6048    We have well established ML methods (i.e., models in production for more than 2 years)
## 6049                 We are exploring ML methods (and may one day put a model into production)
## 6050                                                             No (we do not use ML methods)
## 6051                                                             No (we do not use ML methods)
## 6052   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6053                                                             No (we do not use ML methods)
## 6054                                                                                      <NA>
## 6055                                                             No (we do not use ML methods)
## 6056                                                                                      <NA>
## 6057                 We are exploring ML methods (and may one day put a model into production)
## 6058                                                                             I do not know
## 6059    We have well established ML methods (i.e., models in production for more than 2 years)
## 6060                                                             No (we do not use ML methods)
## 6061                                                                                      <NA>
## 6062    We have well established ML methods (i.e., models in production for more than 2 years)
## 6063 We use ML methods for generating insights (but do not put working models into production)
## 6064                 We are exploring ML methods (and may one day put a model into production)
## 6065   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6066    We have well established ML methods (i.e., models in production for more than 2 years)
## 6067                 We are exploring ML methods (and may one day put a model into production)
## 6068                                                                             I do not know
## 6069                                                                                      <NA>
## 6070   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6071   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6072   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6073                                                                                      <NA>
## 6074                 We are exploring ML methods (and may one day put a model into production)
## 6075                                                                                      <NA>
## 6076                                                                                      <NA>
## 6077                 We are exploring ML methods (and may one day put a model into production)
## 6078                                                                                      <NA>
## 6079 We use ML methods for generating insights (but do not put working models into production)
## 6080    We have well established ML methods (i.e., models in production for more than 2 years)
## 6081                                                             No (we do not use ML methods)
## 6082                 We are exploring ML methods (and may one day put a model into production)
## 6083                                                                                      <NA>
## 6084 We use ML methods for generating insights (but do not put working models into production)
## 6085                                                                                      <NA>
## 6086                                                                                      <NA>
## 6087                                                                                      <NA>
## 6088                 We are exploring ML methods (and may one day put a model into production)
## 6089                                                             No (we do not use ML methods)
## 6090                                                             No (we do not use ML methods)
## 6091 We use ML methods for generating insights (but do not put working models into production)
## 6092                                                                                      <NA>
## 6093                                                                                      <NA>
## 6094                 We are exploring ML methods (and may one day put a model into production)
## 6095                                                                             I do not know
## 6096                 We are exploring ML methods (and may one day put a model into production)
## 6097                                                             No (we do not use ML methods)
## 6098                 We are exploring ML methods (and may one day put a model into production)
## 6099                                                                                      <NA>
## 6100                                                                             I do not know
## 6101    We have well established ML methods (i.e., models in production for more than 2 years)
## 6102                                                                                      <NA>
## 6103                                                                                      <NA>
## 6104    We have well established ML methods (i.e., models in production for more than 2 years)
## 6105   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6106                                                                                      <NA>
## 6107                                                             No (we do not use ML methods)
## 6108                                                                                      <NA>
## 6109                                                                             I do not know
## 6110                                                             No (we do not use ML methods)
## 6111    We have well established ML methods (i.e., models in production for more than 2 years)
## 6112                                                                                      <NA>
## 6113   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6114                                                                             I do not know
## 6115   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6116                 We are exploring ML methods (and may one day put a model into production)
## 6117   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6118    We have well established ML methods (i.e., models in production for more than 2 years)
## 6119    We have well established ML methods (i.e., models in production for more than 2 years)
## 6120                 We are exploring ML methods (and may one day put a model into production)
## 6121   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6122                                                                                      <NA>
## 6123                                                                                      <NA>
## 6124                 We are exploring ML methods (and may one day put a model into production)
## 6125                                                                             I do not know
## 6126                                                             No (we do not use ML methods)
## 6127                 We are exploring ML methods (and may one day put a model into production)
## 6128    We have well established ML methods (i.e., models in production for more than 2 years)
## 6129    We have well established ML methods (i.e., models in production for more than 2 years)
## 6130   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6131   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6132                                                                                      <NA>
## 6133                                                             No (we do not use ML methods)
## 6134                 We are exploring ML methods (and may one day put a model into production)
## 6135    We have well established ML methods (i.e., models in production for more than 2 years)
## 6136                                                                                      <NA>
## 6137    We have well established ML methods (i.e., models in production for more than 2 years)
## 6138                                                                                      <NA>
## 6139   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6140   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6141    We have well established ML methods (i.e., models in production for more than 2 years)
## 6142                 We are exploring ML methods (and may one day put a model into production)
## 6143                                                             No (we do not use ML methods)
## 6144                 We are exploring ML methods (and may one day put a model into production)
## 6145   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6146    We have well established ML methods (i.e., models in production for more than 2 years)
## 6147                                                             No (we do not use ML methods)
## 6148                                                             No (we do not use ML methods)
## 6149                                                                                      <NA>
## 6150                                                             No (we do not use ML methods)
## 6151    We have well established ML methods (i.e., models in production for more than 2 years)
## 6152                                                             No (we do not use ML methods)
## 6153    We have well established ML methods (i.e., models in production for more than 2 years)
## 6154                 We are exploring ML methods (and may one day put a model into production)
## 6155                 We are exploring ML methods (and may one day put a model into production)
## 6156    We have well established ML methods (i.e., models in production for more than 2 years)
## 6157                 We are exploring ML methods (and may one day put a model into production)
## 6158                                                             No (we do not use ML methods)
## 6159                                                                             I do not know
## 6160    We have well established ML methods (i.e., models in production for more than 2 years)
## 6161                                                                                      <NA>
## 6162                                                                                      <NA>
## 6163                                                                                      <NA>
## 6164   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6165   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6166                                                             No (we do not use ML methods)
## 6167 We use ML methods for generating insights (but do not put working models into production)
## 6168                                                             No (we do not use ML methods)
## 6169                                                                                      <NA>
## 6170 We use ML methods for generating insights (but do not put working models into production)
## 6171                                                                             I do not know
## 6172                                                             No (we do not use ML methods)
## 6173                 We are exploring ML methods (and may one day put a model into production)
## 6174                 We are exploring ML methods (and may one day put a model into production)
## 6175                                                                             I do not know
## 6176                                                                                      <NA>
## 6177   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6178                 We are exploring ML methods (and may one day put a model into production)
## 6179                                                                                      <NA>
## 6180                                                                                      <NA>
## 6181   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6182                 We are exploring ML methods (and may one day put a model into production)
## 6183    We have well established ML methods (i.e., models in production for more than 2 years)
## 6184   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6185    We have well established ML methods (i.e., models in production for more than 2 years)
## 6186                                                             No (we do not use ML methods)
## 6187    We have well established ML methods (i.e., models in production for more than 2 years)
## 6188                                                                                      <NA>
## 6189                                                                                      <NA>
## 6190 We use ML methods for generating insights (but do not put working models into production)
## 6191                                                             No (we do not use ML methods)
## 6192                 We are exploring ML methods (and may one day put a model into production)
## 6193 We use ML methods for generating insights (but do not put working models into production)
## 6194   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6195                                                             No (we do not use ML methods)
## 6196                                                             No (we do not use ML methods)
## 6197                 We are exploring ML methods (and may one day put a model into production)
## 6198                 We are exploring ML methods (and may one day put a model into production)
## 6199    We have well established ML methods (i.e., models in production for more than 2 years)
## 6200   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6201                                                                                      <NA>
## 6202    We have well established ML methods (i.e., models in production for more than 2 years)
## 6203    We have well established ML methods (i.e., models in production for more than 2 years)
## 6204 We use ML methods for generating insights (but do not put working models into production)
## 6205   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6206                                                                                      <NA>
## 6207   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6208                 We are exploring ML methods (and may one day put a model into production)
## 6209   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6210   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6211                                                             No (we do not use ML methods)
## 6212 We use ML methods for generating insights (but do not put working models into production)
## 6213                 We are exploring ML methods (and may one day put a model into production)
## 6214                                                             No (we do not use ML methods)
## 6215                                                             No (we do not use ML methods)
## 6216   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6217   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6218                                                             No (we do not use ML methods)
## 6219                                                                                      <NA>
## 6220                 We are exploring ML methods (and may one day put a model into production)
## 6221                 We are exploring ML methods (and may one day put a model into production)
## 6222                                                             No (we do not use ML methods)
## 6223                                                             No (we do not use ML methods)
## 6224                                                                             I do not know
## 6225                                                                             I do not know
## 6226    We have well established ML methods (i.e., models in production for more than 2 years)
## 6227    We have well established ML methods (i.e., models in production for more than 2 years)
## 6228                                                                                      <NA>
## 6229    We have well established ML methods (i.e., models in production for more than 2 years)
## 6230                 We are exploring ML methods (and may one day put a model into production)
## 6231                                                                                      <NA>
## 6232 We use ML methods for generating insights (but do not put working models into production)
## 6233   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6234   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6235                 We are exploring ML methods (and may one day put a model into production)
## 6236    We have well established ML methods (i.e., models in production for more than 2 years)
## 6237                                                             No (we do not use ML methods)
## 6238    We have well established ML methods (i.e., models in production for more than 2 years)
## 6239                 We are exploring ML methods (and may one day put a model into production)
## 6240    We have well established ML methods (i.e., models in production for more than 2 years)
## 6241                                                                                      <NA>
## 6242                 We are exploring ML methods (and may one day put a model into production)
## 6243                                                                                      <NA>
## 6244                                                                                      <NA>
## 6245                                                                             I do not know
## 6246   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6247                                                                                      <NA>
## 6248    We have well established ML methods (i.e., models in production for more than 2 years)
## 6249                                                             No (we do not use ML methods)
## 6250 We use ML methods for generating insights (but do not put working models into production)
## 6251    We have well established ML methods (i.e., models in production for more than 2 years)
## 6252   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6253    We have well established ML methods (i.e., models in production for more than 2 years)
## 6254    We have well established ML methods (i.e., models in production for more than 2 years)
## 6255 We use ML methods for generating insights (but do not put working models into production)
## 6256    We have well established ML methods (i.e., models in production for more than 2 years)
## 6257                                                                                      <NA>
## 6258                                                             No (we do not use ML methods)
## 6259    We have well established ML methods (i.e., models in production for more than 2 years)
## 6260                 We are exploring ML methods (and may one day put a model into production)
## 6261 We use ML methods for generating insights (but do not put working models into production)
## 6262    We have well established ML methods (i.e., models in production for more than 2 years)
## 6263    We have well established ML methods (i.e., models in production for more than 2 years)
## 6264                                                                                      <NA>
## 6265    We have well established ML methods (i.e., models in production for more than 2 years)
## 6266    We have well established ML methods (i.e., models in production for more than 2 years)
## 6267    We have well established ML methods (i.e., models in production for more than 2 years)
## 6268   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6269                                                                                      <NA>
## 6270   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6271                                                                                      <NA>
## 6272                                                                                      <NA>
## 6273                                                                             I do not know
## 6274   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6275                                                                             I do not know
## 6276 We use ML methods for generating insights (but do not put working models into production)
## 6277   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6278    We have well established ML methods (i.e., models in production for more than 2 years)
## 6279                                                             No (we do not use ML methods)
## 6280                                                                                      <NA>
## 6281                 We are exploring ML methods (and may one day put a model into production)
## 6282                                                             No (we do not use ML methods)
## 6283                                                             No (we do not use ML methods)
## 6284    We have well established ML methods (i.e., models in production for more than 2 years)
## 6285                                                                                      <NA>
## 6286                                                                             I do not know
## 6287                 We are exploring ML methods (and may one day put a model into production)
## 6288                 We are exploring ML methods (and may one day put a model into production)
## 6289                                                                                      <NA>
## 6290    We have well established ML methods (i.e., models in production for more than 2 years)
## 6291                                                                                      <NA>
## 6292    We have well established ML methods (i.e., models in production for more than 2 years)
## 6293                                                             No (we do not use ML methods)
## 6294   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6295                                                                                      <NA>
## 6296                                                                                      <NA>
## 6297                                                                                      <NA>
## 6298    We have well established ML methods (i.e., models in production for more than 2 years)
## 6299                 We are exploring ML methods (and may one day put a model into production)
## 6300                                                                             I do not know
## 6301    We have well established ML methods (i.e., models in production for more than 2 years)
## 6302    We have well established ML methods (i.e., models in production for more than 2 years)
## 6303                                                                                      <NA>
## 6304                                                                             I do not know
## 6305   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6306   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6307                                                                                      <NA>
## 6308   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6309                 We are exploring ML methods (and may one day put a model into production)
## 6310                                                                             I do not know
## 6311                                                                                      <NA>
## 6312                                                                                      <NA>
## 6313                                                                             I do not know
## 6314                                                             No (we do not use ML methods)
## 6315                                                                                      <NA>
## 6316    We have well established ML methods (i.e., models in production for more than 2 years)
## 6317                                                             No (we do not use ML methods)
## 6318    We have well established ML methods (i.e., models in production for more than 2 years)
## 6319    We have well established ML methods (i.e., models in production for more than 2 years)
## 6320 We use ML methods for generating insights (but do not put working models into production)
## 6321   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6322    We have well established ML methods (i.e., models in production for more than 2 years)
## 6323                 We are exploring ML methods (and may one day put a model into production)
## 6324                 We are exploring ML methods (and may one day put a model into production)
## 6325 We use ML methods for generating insights (but do not put working models into production)
## 6326                                                                                      <NA>
## 6327 We use ML methods for generating insights (but do not put working models into production)
## 6328   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6329 We use ML methods for generating insights (but do not put working models into production)
## 6330                 We are exploring ML methods (and may one day put a model into production)
## 6331                                                                                      <NA>
## 6332   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6333                                                                                      <NA>
## 6334                                                                             I do not know
## 6335    We have well established ML methods (i.e., models in production for more than 2 years)
## 6336                                                                             I do not know
## 6337                 We are exploring ML methods (and may one day put a model into production)
## 6338                                                                                      <NA>
## 6339                                                             No (we do not use ML methods)
## 6340    We have well established ML methods (i.e., models in production for more than 2 years)
## 6341                                                             No (we do not use ML methods)
## 6342                                                             No (we do not use ML methods)
## 6343   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6344 We use ML methods for generating insights (but do not put working models into production)
## 6345    We have well established ML methods (i.e., models in production for more than 2 years)
## 6346                                                             No (we do not use ML methods)
## 6347                                                                                      <NA>
## 6348                                                             No (we do not use ML methods)
## 6349 We use ML methods for generating insights (but do not put working models into production)
## 6350                                                                                      <NA>
## 6351   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6352                 We are exploring ML methods (and may one day put a model into production)
## 6353   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6354    We have well established ML methods (i.e., models in production for more than 2 years)
## 6355                                                                             I do not know
## 6356   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6357                 We are exploring ML methods (and may one day put a model into production)
## 6358                                                             No (we do not use ML methods)
## 6359                                                                                      <NA>
## 6360    We have well established ML methods (i.e., models in production for more than 2 years)
## 6361    We have well established ML methods (i.e., models in production for more than 2 years)
## 6362   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6363                                                             No (we do not use ML methods)
## 6364    We have well established ML methods (i.e., models in production for more than 2 years)
## 6365                                                                                      <NA>
## 6366                                                                                      <NA>
## 6367                                                             No (we do not use ML methods)
## 6368   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6369    We have well established ML methods (i.e., models in production for more than 2 years)
## 6370   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6371   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6372 We use ML methods for generating insights (but do not put working models into production)
## 6373                                                             No (we do not use ML methods)
## 6374                                                                             I do not know
## 6375                                                             No (we do not use ML methods)
## 6376    We have well established ML methods (i.e., models in production for more than 2 years)
## 6377    We have well established ML methods (i.e., models in production for more than 2 years)
## 6378                                                             No (we do not use ML methods)
## 6379                 We are exploring ML methods (and may one day put a model into production)
## 6380                                                                             I do not know
## 6381   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6382                                                                                      <NA>
## 6383                                                             No (we do not use ML methods)
## 6384                 We are exploring ML methods (and may one day put a model into production)
## 6385   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6386                 We are exploring ML methods (and may one day put a model into production)
## 6387    We have well established ML methods (i.e., models in production for more than 2 years)
## 6388   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6389   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6390                                                                                      <NA>
## 6391 We use ML methods for generating insights (but do not put working models into production)
## 6392                 We are exploring ML methods (and may one day put a model into production)
## 6393    We have well established ML methods (i.e., models in production for more than 2 years)
## 6394                                                             No (we do not use ML methods)
## 6395    We have well established ML methods (i.e., models in production for more than 2 years)
## 6396    We have well established ML methods (i.e., models in production for more than 2 years)
## 6397                 We are exploring ML methods (and may one day put a model into production)
## 6398                                                                                      <NA>
## 6399                                                                                      <NA>
## 6400                                                                                      <NA>
## 6401                 We are exploring ML methods (and may one day put a model into production)
## 6402   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6403                                                             No (we do not use ML methods)
## 6404                                                             No (we do not use ML methods)
## 6405   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6406                                                                             I do not know
## 6407                 We are exploring ML methods (and may one day put a model into production)
## 6408                 We are exploring ML methods (and may one day put a model into production)
## 6409                                                                                      <NA>
## 6410                                                                                      <NA>
## 6411                 We are exploring ML methods (and may one day put a model into production)
## 6412                                                                             I do not know
## 6413 We use ML methods for generating insights (but do not put working models into production)
## 6414   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6415                 We are exploring ML methods (and may one day put a model into production)
## 6416                                                             No (we do not use ML methods)
## 6417                                                                                      <NA>
## 6418 We use ML methods for generating insights (but do not put working models into production)
## 6419   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6420    We have well established ML methods (i.e., models in production for more than 2 years)
## 6421 We use ML methods for generating insights (but do not put working models into production)
## 6422                 We are exploring ML methods (and may one day put a model into production)
## 6423                                                             No (we do not use ML methods)
## 6424                                                                                      <NA>
## 6425   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6426                                                             No (we do not use ML methods)
## 6427                                                             No (we do not use ML methods)
## 6428                                                             No (we do not use ML methods)
## 6429   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6430                                                                             I do not know
## 6431                                                                                      <NA>
## 6432                 We are exploring ML methods (and may one day put a model into production)
## 6433 We use ML methods for generating insights (but do not put working models into production)
## 6434 We use ML methods for generating insights (but do not put working models into production)
## 6435                                                             No (we do not use ML methods)
## 6436                                                                                      <NA>
## 6437   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6438    We have well established ML methods (i.e., models in production for more than 2 years)
## 6439                 We are exploring ML methods (and may one day put a model into production)
## 6440   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6441                                                                                      <NA>
## 6442                                                             No (we do not use ML methods)
## 6443   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6444    We have well established ML methods (i.e., models in production for more than 2 years)
## 6445    We have well established ML methods (i.e., models in production for more than 2 years)
## 6446                                                             No (we do not use ML methods)
## 6447                                                                             I do not know
## 6448    We have well established ML methods (i.e., models in production for more than 2 years)
## 6449   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6450                                                                             I do not know
## 6451                                                                                      <NA>
## 6452                                                                                      <NA>
## 6453    We have well established ML methods (i.e., models in production for more than 2 years)
## 6454                                                                                      <NA>
## 6455                                                                                      <NA>
## 6456                                                                                      <NA>
## 6457                                                             No (we do not use ML methods)
## 6458                                                                                      <NA>
## 6459                                                                                      <NA>
## 6460                                                                                      <NA>
## 6461                                                                             I do not know
## 6462   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6463                                                                                      <NA>
## 6464   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6465                                                                                      <NA>
## 6466                                                                             I do not know
## 6467                                                             No (we do not use ML methods)
## 6468    We have well established ML methods (i.e., models in production for more than 2 years)
## 6469                 We are exploring ML methods (and may one day put a model into production)
## 6470 We use ML methods for generating insights (but do not put working models into production)
## 6471   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6472                                                                                      <NA>
## 6473                                                             No (we do not use ML methods)
## 6474                                                                                      <NA>
## 6475    We have well established ML methods (i.e., models in production for more than 2 years)
## 6476   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6477 We use ML methods for generating insights (but do not put working models into production)
## 6478    We have well established ML methods (i.e., models in production for more than 2 years)
## 6479   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6480                                                                                      <NA>
## 6481 We use ML methods for generating insights (but do not put working models into production)
## 6482                 We are exploring ML methods (and may one day put a model into production)
## 6483   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6484    We have well established ML methods (i.e., models in production for more than 2 years)
## 6485 We use ML methods for generating insights (but do not put working models into production)
## 6486   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6487                                                                                      <NA>
## 6488    We have well established ML methods (i.e., models in production for more than 2 years)
## 6489                                                             No (we do not use ML methods)
## 6490   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6491 We use ML methods for generating insights (but do not put working models into production)
## 6492    We have well established ML methods (i.e., models in production for more than 2 years)
## 6493                                                             No (we do not use ML methods)
## 6494                                                             No (we do not use ML methods)
## 6495                                                                                      <NA>
## 6496                                                                                      <NA>
## 6497   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6498                                                                                      <NA>
## 6499                                                             No (we do not use ML methods)
## 6500                                                                                      <NA>
## 6501   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6502   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6503   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6504                                                                                      <NA>
## 6505                 We are exploring ML methods (and may one day put a model into production)
## 6506    We have well established ML methods (i.e., models in production for more than 2 years)
## 6507                 We are exploring ML methods (and may one day put a model into production)
## 6508                                                                                      <NA>
## 6509                 We are exploring ML methods (and may one day put a model into production)
## 6510                                                             No (we do not use ML methods)
## 6511    We have well established ML methods (i.e., models in production for more than 2 years)
## 6512                                                             No (we do not use ML methods)
## 6513 We use ML methods for generating insights (but do not put working models into production)
## 6514 We use ML methods for generating insights (but do not put working models into production)
## 6515                                                             No (we do not use ML methods)
## 6516                                                                                      <NA>
## 6517   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6518    We have well established ML methods (i.e., models in production for more than 2 years)
## 6519   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6520                                                                                      <NA>
## 6521   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6522    We have well established ML methods (i.e., models in production for more than 2 years)
## 6523 We use ML methods for generating insights (but do not put working models into production)
## 6524                 We are exploring ML methods (and may one day put a model into production)
## 6525                                                                                      <NA>
## 6526    We have well established ML methods (i.e., models in production for more than 2 years)
## 6527                                                                             I do not know
## 6528                 We are exploring ML methods (and may one day put a model into production)
## 6529   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6530 We use ML methods for generating insights (but do not put working models into production)
## 6531    We have well established ML methods (i.e., models in production for more than 2 years)
## 6532                                                                                      <NA>
## 6533 We use ML methods for generating insights (but do not put working models into production)
## 6534                                                                                      <NA>
## 6535    We have well established ML methods (i.e., models in production for more than 2 years)
## 6536   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6537   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6538    We have well established ML methods (i.e., models in production for more than 2 years)
## 6539                                                                                      <NA>
## 6540 We use ML methods for generating insights (but do not put working models into production)
## 6541   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6542                                                                                      <NA>
## 6543                                                             No (we do not use ML methods)
## 6544    We have well established ML methods (i.e., models in production for more than 2 years)
## 6545   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6546                                                                             I do not know
## 6547   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6548   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6549 We use ML methods for generating insights (but do not put working models into production)
## 6550                                                                                      <NA>
## 6551                                                             No (we do not use ML methods)
## 6552                 We are exploring ML methods (and may one day put a model into production)
## 6553                                                                             I do not know
## 6554                 We are exploring ML methods (and may one day put a model into production)
## 6555   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6556                 We are exploring ML methods (and may one day put a model into production)
## 6557                                                                                      <NA>
## 6558                                                             No (we do not use ML methods)
## 6559 We use ML methods for generating insights (but do not put working models into production)
## 6560                                                                                      <NA>
## 6561                                                             No (we do not use ML methods)
## 6562    We have well established ML methods (i.e., models in production for more than 2 years)
## 6563                 We are exploring ML methods (and may one day put a model into production)
## 6564                                                                             I do not know
## 6565                 We are exploring ML methods (and may one day put a model into production)
## 6566                                                                                      <NA>
## 6567                                                                             I do not know
## 6568   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6569    We have well established ML methods (i.e., models in production for more than 2 years)
## 6570                                                                                      <NA>
## 6571                                                             No (we do not use ML methods)
## 6572   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6573                                                                                      <NA>
## 6574   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6575                 We are exploring ML methods (and may one day put a model into production)
## 6576 We use ML methods for generating insights (but do not put working models into production)
## 6577    We have well established ML methods (i.e., models in production for more than 2 years)
## 6578                                                                                      <NA>
## 6579                 We are exploring ML methods (and may one day put a model into production)
## 6580                                                             No (we do not use ML methods)
## 6581                                                                                      <NA>
## 6582   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6583                 We are exploring ML methods (and may one day put a model into production)
## 6584   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6585   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6586                 We are exploring ML methods (and may one day put a model into production)
## 6587                                                             No (we do not use ML methods)
## 6588                                                             No (we do not use ML methods)
## 6589                                                             No (we do not use ML methods)
## 6590                                                             No (we do not use ML methods)
## 6591    We have well established ML methods (i.e., models in production for more than 2 years)
## 6592                                                             No (we do not use ML methods)
## 6593                                                                                      <NA>
## 6594 We use ML methods for generating insights (but do not put working models into production)
## 6595   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6596                                                                                      <NA>
## 6597                                                                             I do not know
## 6598                 We are exploring ML methods (and may one day put a model into production)
## 6599    We have well established ML methods (i.e., models in production for more than 2 years)
## 6600                                                                             I do not know
## 6601                                                                                      <NA>
## 6602    We have well established ML methods (i.e., models in production for more than 2 years)
## 6603   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6604    We have well established ML methods (i.e., models in production for more than 2 years)
## 6605   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6606                                                             No (we do not use ML methods)
## 6607    We have well established ML methods (i.e., models in production for more than 2 years)
## 6608                                                             No (we do not use ML methods)
## 6609                                                             No (we do not use ML methods)
## 6610    We have well established ML methods (i.e., models in production for more than 2 years)
## 6611   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6612    We have well established ML methods (i.e., models in production for more than 2 years)
## 6613                                                                                      <NA>
## 6614    We have well established ML methods (i.e., models in production for more than 2 years)
## 6615                 We are exploring ML methods (and may one day put a model into production)
## 6616   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6617                                                                             I do not know
## 6618   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6619   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6620                 We are exploring ML methods (and may one day put a model into production)
## 6621    We have well established ML methods (i.e., models in production for more than 2 years)
## 6622                                                                             I do not know
## 6623                                                             No (we do not use ML methods)
## 6624 We use ML methods for generating insights (but do not put working models into production)
## 6625                                                                                      <NA>
## 6626    We have well established ML methods (i.e., models in production for more than 2 years)
## 6627   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6628                 We are exploring ML methods (and may one day put a model into production)
## 6629                                                                                      <NA>
## 6630                                                                                      <NA>
## 6631                 We are exploring ML methods (and may one day put a model into production)
## 6632                 We are exploring ML methods (and may one day put a model into production)
## 6633                 We are exploring ML methods (and may one day put a model into production)
## 6634                                                             No (we do not use ML methods)
## 6635                 We are exploring ML methods (and may one day put a model into production)
## 6636                 We are exploring ML methods (and may one day put a model into production)
## 6637                 We are exploring ML methods (and may one day put a model into production)
## 6638                                                             No (we do not use ML methods)
## 6639                 We are exploring ML methods (and may one day put a model into production)
## 6640                                                                                      <NA>
## 6641    We have well established ML methods (i.e., models in production for more than 2 years)
## 6642                 We are exploring ML methods (and may one day put a model into production)
## 6643                                                             No (we do not use ML methods)
## 6644                 We are exploring ML methods (and may one day put a model into production)
## 6645    We have well established ML methods (i.e., models in production for more than 2 years)
## 6646 We use ML methods for generating insights (but do not put working models into production)
## 6647                 We are exploring ML methods (and may one day put a model into production)
## 6648                                                                                      <NA>
## 6649                 We are exploring ML methods (and may one day put a model into production)
## 6650   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6651                 We are exploring ML methods (and may one day put a model into production)
## 6652                 We are exploring ML methods (and may one day put a model into production)
## 6653                                                             No (we do not use ML methods)
## 6654 We use ML methods for generating insights (but do not put working models into production)
## 6655   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6656                                                                                      <NA>
## 6657                                                                                      <NA>
## 6658                                                             No (we do not use ML methods)
## 6659                 We are exploring ML methods (and may one day put a model into production)
## 6660                                                             No (we do not use ML methods)
## 6661                                                                                      <NA>
## 6662    We have well established ML methods (i.e., models in production for more than 2 years)
## 6663    We have well established ML methods (i.e., models in production for more than 2 years)
## 6664    We have well established ML methods (i.e., models in production for more than 2 years)
## 6665                                                             No (we do not use ML methods)
## 6666                 We are exploring ML methods (and may one day put a model into production)
## 6667                                                                                      <NA>
## 6668                                                             No (we do not use ML methods)
## 6669   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6670                 We are exploring ML methods (and may one day put a model into production)
## 6671                                                             No (we do not use ML methods)
## 6672                 We are exploring ML methods (and may one day put a model into production)
## 6673                                                                                      <NA>
## 6674                                                                                      <NA>
## 6675                                                                             I do not know
## 6676                                                                                      <NA>
## 6677                                                                                      <NA>
## 6678 We use ML methods for generating insights (but do not put working models into production)
## 6679                                                                             I do not know
## 6680                                                             No (we do not use ML methods)
## 6681                                                                                      <NA>
## 6682                                                                             I do not know
## 6683                                                                                      <NA>
## 6684 We use ML methods for generating insights (but do not put working models into production)
## 6685                                                                                      <NA>
## 6686                                                                             I do not know
## 6687 We use ML methods for generating insights (but do not put working models into production)
## 6688    We have well established ML methods (i.e., models in production for more than 2 years)
## 6689 We use ML methods for generating insights (but do not put working models into production)
## 6690                                                                                      <NA>
## 6691                                                             No (we do not use ML methods)
## 6692    We have well established ML methods (i.e., models in production for more than 2 years)
## 6693                 We are exploring ML methods (and may one day put a model into production)
## 6694                                                                                      <NA>
## 6695                 We are exploring ML methods (and may one day put a model into production)
## 6696    We have well established ML methods (i.e., models in production for more than 2 years)
## 6697                                                             No (we do not use ML methods)
## 6698    We have well established ML methods (i.e., models in production for more than 2 years)
## 6699    We have well established ML methods (i.e., models in production for more than 2 years)
## 6700    We have well established ML methods (i.e., models in production for more than 2 years)
## 6701    We have well established ML methods (i.e., models in production for more than 2 years)
## 6702                                                                                      <NA>
## 6703                                                                                      <NA>
## 6704                 We are exploring ML methods (and may one day put a model into production)
## 6705   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6706                                                                             I do not know
## 6707 We use ML methods for generating insights (but do not put working models into production)
## 6708                                                                                      <NA>
## 6709                 We are exploring ML methods (and may one day put a model into production)
## 6710                                                                                      <NA>
## 6711 We use ML methods for generating insights (but do not put working models into production)
## 6712   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6713                                                                                      <NA>
## 6714                 We are exploring ML methods (and may one day put a model into production)
## 6715   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6716   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6717    We have well established ML methods (i.e., models in production for more than 2 years)
## 6718                                                                                      <NA>
## 6719                                                                                      <NA>
## 6720    We have well established ML methods (i.e., models in production for more than 2 years)
## 6721                                                             No (we do not use ML methods)
## 6722                                                             No (we do not use ML methods)
## 6723                 We are exploring ML methods (and may one day put a model into production)
## 6724   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6725                                                                             I do not know
## 6726                                                             No (we do not use ML methods)
## 6727                                                                                      <NA>
## 6728                                                             No (we do not use ML methods)
## 6729                                                                                      <NA>
## 6730                                                                                      <NA>
## 6731                                                             No (we do not use ML methods)
## 6732 We use ML methods for generating insights (but do not put working models into production)
## 6733                                                                                      <NA>
## 6734   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6735                                                                                      <NA>
## 6736                                                             No (we do not use ML methods)
## 6737   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6738                                                                                      <NA>
## 6739                                                                                      <NA>
## 6740                 We are exploring ML methods (and may one day put a model into production)
## 6741   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6742    We have well established ML methods (i.e., models in production for more than 2 years)
## 6743 We use ML methods for generating insights (but do not put working models into production)
## 6744    We have well established ML methods (i.e., models in production for more than 2 years)
## 6745                                                             No (we do not use ML methods)
## 6746 We use ML methods for generating insights (but do not put working models into production)
## 6747                 We are exploring ML methods (and may one day put a model into production)
## 6748   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6749                                                             No (we do not use ML methods)
## 6750                                                             No (we do not use ML methods)
## 6751                 We are exploring ML methods (and may one day put a model into production)
## 6752   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6753   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6754                 We are exploring ML methods (and may one day put a model into production)
## 6755                                                                             I do not know
## 6756 We use ML methods for generating insights (but do not put working models into production)
## 6757                                                                                      <NA>
## 6758 We use ML methods for generating insights (but do not put working models into production)
## 6759 We use ML methods for generating insights (but do not put working models into production)
## 6760                 We are exploring ML methods (and may one day put a model into production)
## 6761   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6762                 We are exploring ML methods (and may one day put a model into production)
## 6763                                                                                      <NA>
## 6764                                                             No (we do not use ML methods)
## 6765                 We are exploring ML methods (and may one day put a model into production)
## 6766                                                             No (we do not use ML methods)
## 6767                                                                                      <NA>
## 6768                                                                             I do not know
## 6769                                                             No (we do not use ML methods)
## 6770    We have well established ML methods (i.e., models in production for more than 2 years)
## 6771                                                             No (we do not use ML methods)
## 6772    We have well established ML methods (i.e., models in production for more than 2 years)
## 6773   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6774   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6775   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6776                                                                                      <NA>
## 6777    We have well established ML methods (i.e., models in production for more than 2 years)
## 6778                                                             No (we do not use ML methods)
## 6779                 We are exploring ML methods (and may one day put a model into production)
## 6780                 We are exploring ML methods (and may one day put a model into production)
## 6781                                                                                      <NA>
## 6782                 We are exploring ML methods (and may one day put a model into production)
## 6783                                                                                      <NA>
## 6784                                                                                      <NA>
## 6785   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6786                                                                             I do not know
## 6787                                                                                      <NA>
## 6788    We have well established ML methods (i.e., models in production for more than 2 years)
## 6789                                                                                      <NA>
## 6790                                                                                      <NA>
## 6791                                                                             I do not know
## 6792                                                                                      <NA>
## 6793    We have well established ML methods (i.e., models in production for more than 2 years)
## 6794                 We are exploring ML methods (and may one day put a model into production)
## 6795    We have well established ML methods (i.e., models in production for more than 2 years)
## 6796                                                                                      <NA>
## 6797                                                                                      <NA>
## 6798                 We are exploring ML methods (and may one day put a model into production)
## 6799                                                             No (we do not use ML methods)
## 6800    We have well established ML methods (i.e., models in production for more than 2 years)
## 6801                 We are exploring ML methods (and may one day put a model into production)
## 6802   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6803    We have well established ML methods (i.e., models in production for more than 2 years)
## 6804                                                             No (we do not use ML methods)
## 6805 We use ML methods for generating insights (but do not put working models into production)
## 6806    We have well established ML methods (i.e., models in production for more than 2 years)
## 6807                                                             No (we do not use ML methods)
## 6808                                                                                      <NA>
## 6809                                                             No (we do not use ML methods)
## 6810                                                                                      <NA>
## 6811                                                             No (we do not use ML methods)
## 6812   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6813    We have well established ML methods (i.e., models in production for more than 2 years)
## 6814   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6815                                                                                      <NA>
## 6816    We have well established ML methods (i.e., models in production for more than 2 years)
## 6817 We use ML methods for generating insights (but do not put working models into production)
## 6818   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6819                 We are exploring ML methods (and may one day put a model into production)
## 6820 We use ML methods for generating insights (but do not put working models into production)
## 6821                 We are exploring ML methods (and may one day put a model into production)
## 6822                                                             No (we do not use ML methods)
## 6823    We have well established ML methods (i.e., models in production for more than 2 years)
## 6824    We have well established ML methods (i.e., models in production for more than 2 years)
## 6825                                                                                      <NA>
## 6826   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6827                                                                             I do not know
## 6828                                                                                      <NA>
## 6829   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6830    We have well established ML methods (i.e., models in production for more than 2 years)
## 6831   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6832                 We are exploring ML methods (and may one day put a model into production)
## 6833                                                                                      <NA>
## 6834                                                                             I do not know
## 6835                                                                             I do not know
## 6836                                                                             I do not know
## 6837                                                             No (we do not use ML methods)
## 6838 We use ML methods for generating insights (but do not put working models into production)
## 6839    We have well established ML methods (i.e., models in production for more than 2 years)
## 6840   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6841                                                             No (we do not use ML methods)
## 6842                 We are exploring ML methods (and may one day put a model into production)
## 6843                                                                                      <NA>
## 6844    We have well established ML methods (i.e., models in production for more than 2 years)
## 6845   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6846   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6847                                                                                      <NA>
## 6848                                                             No (we do not use ML methods)
## 6849                 We are exploring ML methods (and may one day put a model into production)
## 6850 We use ML methods for generating insights (but do not put working models into production)
## 6851                 We are exploring ML methods (and may one day put a model into production)
## 6852    We have well established ML methods (i.e., models in production for more than 2 years)
## 6853                                                                                      <NA>
## 6854                                                                                      <NA>
## 6855                                                                                      <NA>
## 6856                                                                                      <NA>
## 6857                                                                                      <NA>
## 6858 We use ML methods for generating insights (but do not put working models into production)
## 6859    We have well established ML methods (i.e., models in production for more than 2 years)
## 6860                                                                                      <NA>
## 6861                 We are exploring ML methods (and may one day put a model into production)
## 6862   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6863   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6864                                                                                      <NA>
## 6865    We have well established ML methods (i.e., models in production for more than 2 years)
## 6866   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6867                                                                                      <NA>
## 6868                 We are exploring ML methods (and may one day put a model into production)
## 6869                 We are exploring ML methods (and may one day put a model into production)
## 6870   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6871                                                                                      <NA>
## 6872    We have well established ML methods (i.e., models in production for more than 2 years)
## 6873   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6874                                                                                      <NA>
## 6875                                                                                      <NA>
## 6876                                                             No (we do not use ML methods)
## 6877                                                                                      <NA>
## 6878                                                                                      <NA>
## 6879   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6880                                                             No (we do not use ML methods)
## 6881                                                                                      <NA>
## 6882                                                             No (we do not use ML methods)
## 6883                                                                                      <NA>
## 6884                                                                                      <NA>
## 6885                 We are exploring ML methods (and may one day put a model into production)
## 6886    We have well established ML methods (i.e., models in production for more than 2 years)
## 6887                                                             No (we do not use ML methods)
## 6888                 We are exploring ML methods (and may one day put a model into production)
## 6889 We use ML methods for generating insights (but do not put working models into production)
## 6890                                                             No (we do not use ML methods)
## 6891    We have well established ML methods (i.e., models in production for more than 2 years)
## 6892                                                             No (we do not use ML methods)
## 6893                                                             No (we do not use ML methods)
## 6894   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6895                                                             No (we do not use ML methods)
## 6896    We have well established ML methods (i.e., models in production for more than 2 years)
## 6897   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6898                                                             No (we do not use ML methods)
## 6899    We have well established ML methods (i.e., models in production for more than 2 years)
## 6900   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6901 We use ML methods for generating insights (but do not put working models into production)
## 6902   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6903    We have well established ML methods (i.e., models in production for more than 2 years)
## 6904 We use ML methods for generating insights (but do not put working models into production)
## 6905    We have well established ML methods (i.e., models in production for more than 2 years)
## 6906                                                                             I do not know
## 6907                                                                                      <NA>
## 6908                                                             No (we do not use ML methods)
## 6909                                                                                      <NA>
## 6910    We have well established ML methods (i.e., models in production for more than 2 years)
## 6911                                                             No (we do not use ML methods)
## 6912    We have well established ML methods (i.e., models in production for more than 2 years)
## 6913    We have well established ML methods (i.e., models in production for more than 2 years)
## 6914                 We are exploring ML methods (and may one day put a model into production)
## 6915                 We are exploring ML methods (and may one day put a model into production)
## 6916                                                             No (we do not use ML methods)
## 6917                                                                                      <NA>
## 6918                                                                                      <NA>
## 6919                                                                                      <NA>
## 6920                                                                                      <NA>
## 6921                                                                                      <NA>
## 6922   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6923   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6924                                                                                      <NA>
## 6925                                                                                      <NA>
## 6926 We use ML methods for generating insights (but do not put working models into production)
## 6927                 We are exploring ML methods (and may one day put a model into production)
## 6928   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6929                                                                                      <NA>
## 6930                                                             No (we do not use ML methods)
## 6931                 We are exploring ML methods (and may one day put a model into production)
## 6932                                                                                      <NA>
## 6933                                                                                      <NA>
## 6934 We use ML methods for generating insights (but do not put working models into production)
## 6935    We have well established ML methods (i.e., models in production for more than 2 years)
## 6936                                                                                      <NA>
## 6937    We have well established ML methods (i.e., models in production for more than 2 years)
## 6938   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6939                                                                                      <NA>
## 6940 We use ML methods for generating insights (but do not put working models into production)
## 6941                                                             No (we do not use ML methods)
## 6942                                                                             I do not know
## 6943    We have well established ML methods (i.e., models in production for more than 2 years)
## 6944                                                                             I do not know
## 6945 We use ML methods for generating insights (but do not put working models into production)
## 6946                                                                                      <NA>
## 6947 We use ML methods for generating insights (but do not put working models into production)
## 6948                                                             No (we do not use ML methods)
## 6949   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6950   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6951 We use ML methods for generating insights (but do not put working models into production)
## 6952   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6953                                                                                      <NA>
## 6954                 We are exploring ML methods (and may one day put a model into production)
## 6955                 We are exploring ML methods (and may one day put a model into production)
## 6956                                                                                      <NA>
## 6957                                                                                      <NA>
## 6958                                                                                      <NA>
## 6959                                                                                      <NA>
## 6960                 We are exploring ML methods (and may one day put a model into production)
## 6961                                                             No (we do not use ML methods)
## 6962                                                             No (we do not use ML methods)
## 6963                                                                                      <NA>
## 6964                                                             No (we do not use ML methods)
## 6965                 We are exploring ML methods (and may one day put a model into production)
## 6966                 We are exploring ML methods (and may one day put a model into production)
## 6967   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6968                                                                                      <NA>
## 6969                                                                                      <NA>
## 6970                                                             No (we do not use ML methods)
## 6971 We use ML methods for generating insights (but do not put working models into production)
## 6972                                                             No (we do not use ML methods)
## 6973    We have well established ML methods (i.e., models in production for more than 2 years)
## 6974                                                             No (we do not use ML methods)
## 6975   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6976                 We are exploring ML methods (and may one day put a model into production)
## 6977                 We are exploring ML methods (and may one day put a model into production)
## 6978 We use ML methods for generating insights (but do not put working models into production)
## 6979 We use ML methods for generating insights (but do not put working models into production)
## 6980 We use ML methods for generating insights (but do not put working models into production)
## 6981    We have well established ML methods (i.e., models in production for more than 2 years)
## 6982                                                             No (we do not use ML methods)
## 6983   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6984   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6985                                                                             I do not know
## 6986                 We are exploring ML methods (and may one day put a model into production)
## 6987 We use ML methods for generating insights (but do not put working models into production)
## 6988                                                                                      <NA>
## 6989   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6990                 We are exploring ML methods (and may one day put a model into production)
## 6991                                                                                      <NA>
## 6992                                                                                      <NA>
## 6993                                                             No (we do not use ML methods)
## 6994    We have well established ML methods (i.e., models in production for more than 2 years)
## 6995    We have well established ML methods (i.e., models in production for more than 2 years)
## 6996                                                                                      <NA>
## 6997    We have well established ML methods (i.e., models in production for more than 2 years)
## 6998 We use ML methods for generating insights (but do not put working models into production)
## 6999                                                                                      <NA>
## 7000                                                                                      <NA>
## 7001                                                                                      <NA>
## 7002   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7003                                                             No (we do not use ML methods)
## 7004                                                                                      <NA>
## 7005                 We are exploring ML methods (and may one day put a model into production)
## 7006   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7007    We have well established ML methods (i.e., models in production for more than 2 years)
## 7008    We have well established ML methods (i.e., models in production for more than 2 years)
## 7009                                                                                      <NA>
## 7010                 We are exploring ML methods (and may one day put a model into production)
## 7011                 We are exploring ML methods (and may one day put a model into production)
## 7012   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7013                                                                             I do not know
## 7014    We have well established ML methods (i.e., models in production for more than 2 years)
## 7015   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7016 We use ML methods for generating insights (but do not put working models into production)
## 7017                                                                             I do not know
## 7018                 We are exploring ML methods (and may one day put a model into production)
## 7019    We have well established ML methods (i.e., models in production for more than 2 years)
## 7020                                                             No (we do not use ML methods)
## 7021                 We are exploring ML methods (and may one day put a model into production)
## 7022    We have well established ML methods (i.e., models in production for more than 2 years)
## 7023    We have well established ML methods (i.e., models in production for more than 2 years)
## 7024                 We are exploring ML methods (and may one day put a model into production)
## 7025    We have well established ML methods (i.e., models in production for more than 2 years)
## 7026                                                             No (we do not use ML methods)
## 7027                 We are exploring ML methods (and may one day put a model into production)
## 7028    We have well established ML methods (i.e., models in production for more than 2 years)
## 7029                 We are exploring ML methods (and may one day put a model into production)
## 7030                                                             No (we do not use ML methods)
## 7031                                                                                      <NA>
## 7032                                                             No (we do not use ML methods)
## 7033   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7034    We have well established ML methods (i.e., models in production for more than 2 years)
## 7035 We use ML methods for generating insights (but do not put working models into production)
## 7036   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7037                                                                                      <NA>
## 7038 We use ML methods for generating insights (but do not put working models into production)
## 7039                                                             No (we do not use ML methods)
## 7040                                                                                      <NA>
## 7041    We have well established ML methods (i.e., models in production for more than 2 years)
## 7042                                                                                      <NA>
## 7043                                                             No (we do not use ML methods)
## 7044 We use ML methods for generating insights (but do not put working models into production)
## 7045                                                             No (we do not use ML methods)
## 7046                                                                                      <NA>
## 7047                                                             No (we do not use ML methods)
## 7048                                                                                      <NA>
## 7049   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7050   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7051   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7052                 We are exploring ML methods (and may one day put a model into production)
## 7053                                                                                      <NA>
## 7054 We use ML methods for generating insights (but do not put working models into production)
## 7055                                                             No (we do not use ML methods)
## 7056                                                                                      <NA>
## 7057    We have well established ML methods (i.e., models in production for more than 2 years)
## 7058                                                             No (we do not use ML methods)
## 7059                                                                                      <NA>
## 7060                 We are exploring ML methods (and may one day put a model into production)
## 7061   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7062    We have well established ML methods (i.e., models in production for more than 2 years)
## 7063                 We are exploring ML methods (and may one day put a model into production)
## 7064                 We are exploring ML methods (and may one day put a model into production)
## 7065                                                             No (we do not use ML methods)
## 7066   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7067                 We are exploring ML methods (and may one day put a model into production)
## 7068                                                                                      <NA>
## 7069   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7070                                                                                      <NA>
## 7071                 We are exploring ML methods (and may one day put a model into production)
## 7072                                                             No (we do not use ML methods)
## 7073                                                                             I do not know
## 7074                                                                                      <NA>
## 7075                                                                             I do not know
## 7076   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7077    We have well established ML methods (i.e., models in production for more than 2 years)
## 7078 We use ML methods for generating insights (but do not put working models into production)
## 7079                 We are exploring ML methods (and may one day put a model into production)
## 7080 We use ML methods for generating insights (but do not put working models into production)
## 7081 We use ML methods for generating insights (but do not put working models into production)
## 7082 We use ML methods for generating insights (but do not put working models into production)
## 7083                                                                                      <NA>
## 7084                                                             No (we do not use ML methods)
## 7085   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7086                                                             No (we do not use ML methods)
## 7087    We have well established ML methods (i.e., models in production for more than 2 years)
## 7088    We have well established ML methods (i.e., models in production for more than 2 years)
## 7089                                                             No (we do not use ML methods)
## 7090                                                                                      <NA>
## 7091                                                                                      <NA>
## 7092    We have well established ML methods (i.e., models in production for more than 2 years)
## 7093   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7094                                                                                      <NA>
## 7095                 We are exploring ML methods (and may one day put a model into production)
## 7096                                                                                      <NA>
## 7097    We have well established ML methods (i.e., models in production for more than 2 years)
## 7098                 We are exploring ML methods (and may one day put a model into production)
## 7099                                                                                      <NA>
## 7100                                                                                      <NA>
## 7101   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7102                 We are exploring ML methods (and may one day put a model into production)
## 7103   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7104                 We are exploring ML methods (and may one day put a model into production)
## 7105                                                             No (we do not use ML methods)
## 7106                                                             No (we do not use ML methods)
## 7107                                                             No (we do not use ML methods)
## 7108                                                                                      <NA>
## 7109                                                             No (we do not use ML methods)
## 7110   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7111                 We are exploring ML methods (and may one day put a model into production)
## 7112   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7113                                                                                      <NA>
## 7114    We have well established ML methods (i.e., models in production for more than 2 years)
## 7115                 We are exploring ML methods (and may one day put a model into production)
## 7116                                                                                      <NA>
## 7117                                                                                      <NA>
## 7118                                                                                      <NA>
## 7119                 We are exploring ML methods (and may one day put a model into production)
## 7120                 We are exploring ML methods (and may one day put a model into production)
## 7121                                                                                      <NA>
## 7122                 We are exploring ML methods (and may one day put a model into production)
## 7123   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7124                                                                                      <NA>
## 7125    We have well established ML methods (i.e., models in production for more than 2 years)
## 7126                                                                                      <NA>
## 7127 We use ML methods for generating insights (but do not put working models into production)
## 7128                                                             No (we do not use ML methods)
## 7129   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7130   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7131                 We are exploring ML methods (and may one day put a model into production)
## 7132    We have well established ML methods (i.e., models in production for more than 2 years)
## 7133                                                                                      <NA>
## 7134                                                                                      <NA>
## 7135   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7136   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7137                                                                             I do not know
## 7138                 We are exploring ML methods (and may one day put a model into production)
## 7139    We have well established ML methods (i.e., models in production for more than 2 years)
## 7140                                                                                      <NA>
## 7141                                                             No (we do not use ML methods)
## 7142 We use ML methods for generating insights (but do not put working models into production)
## 7143                                                                                      <NA>
## 7144   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7145                 We are exploring ML methods (and may one day put a model into production)
## 7146                                                                             I do not know
## 7147   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7148                                                                                      <NA>
## 7149                 We are exploring ML methods (and may one day put a model into production)
## 7150    We have well established ML methods (i.e., models in production for more than 2 years)
## 7151   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7152   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7153                                                                                      <NA>
## 7154    We have well established ML methods (i.e., models in production for more than 2 years)
## 7155                                                                                      <NA>
## 7156                                                             No (we do not use ML methods)
## 7157 We use ML methods for generating insights (but do not put working models into production)
## 7158                                                                                      <NA>
## 7159                                                             No (we do not use ML methods)
## 7160                                                                                      <NA>
## 7161                                                                                      <NA>
## 7162                                                             No (we do not use ML methods)
## 7163   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7164                                                                             I do not know
## 7165    We have well established ML methods (i.e., models in production for more than 2 years)
## 7166                 We are exploring ML methods (and may one day put a model into production)
## 7167   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7168                 We are exploring ML methods (and may one day put a model into production)
## 7169    We have well established ML methods (i.e., models in production for more than 2 years)
## 7170                 We are exploring ML methods (and may one day put a model into production)
## 7171                                                                                      <NA>
## 7172    We have well established ML methods (i.e., models in production for more than 2 years)
## 7173                                                                                      <NA>
## 7174                                                                                      <NA>
## 7175   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7176                                                                                      <NA>
## 7177                                                                             I do not know
## 7178   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7179    We have well established ML methods (i.e., models in production for more than 2 years)
## 7180                                                             No (we do not use ML methods)
## 7181                                                                             I do not know
## 7182                 We are exploring ML methods (and may one day put a model into production)
## 7183                                                                                      <NA>
## 7184   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7185                                                                                      <NA>
## 7186                                                                             I do not know
## 7187                                                                             I do not know
## 7188                 We are exploring ML methods (and may one day put a model into production)
## 7189    We have well established ML methods (i.e., models in production for more than 2 years)
## 7190                                                                                      <NA>
## 7191                                                                                      <NA>
## 7192                 We are exploring ML methods (and may one day put a model into production)
## 7193                                                                                      <NA>
## 7194                                                                                      <NA>
## 7195                                                                                      <NA>
## 7196    We have well established ML methods (i.e., models in production for more than 2 years)
## 7197    We have well established ML methods (i.e., models in production for more than 2 years)
## 7198                                                                                      <NA>
## 7199 We use ML methods for generating insights (but do not put working models into production)
## 7200   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7201   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7202                                                             No (we do not use ML methods)
## 7203                                                                                      <NA>
## 7204   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7205    We have well established ML methods (i.e., models in production for more than 2 years)
## 7206   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7207 We use ML methods for generating insights (but do not put working models into production)
## 7208                                                                                      <NA>
## 7209   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7210   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7211                                                                             I do not know
## 7212                                                             No (we do not use ML methods)
## 7213                 We are exploring ML methods (and may one day put a model into production)
## 7214                                                             No (we do not use ML methods)
## 7215                                                                                      <NA>
## 7216                                                                                      <NA>
## 7217                 We are exploring ML methods (and may one day put a model into production)
## 7218                                                                                      <NA>
## 7219   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7220                                                             No (we do not use ML methods)
## 7221                                                                                      <NA>
## 7222                                                             No (we do not use ML methods)
## 7223    We have well established ML methods (i.e., models in production for more than 2 years)
## 7224                                                                                      <NA>
## 7225                                                                                      <NA>
## 7226   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7227                                                                                      <NA>
## 7228                                                                                      <NA>
## 7229                 We are exploring ML methods (and may one day put a model into production)
## 7230                                                             No (we do not use ML methods)
## 7231                                                             No (we do not use ML methods)
## 7232                                                                                      <NA>
## 7233                 We are exploring ML methods (and may one day put a model into production)
## 7234                 We are exploring ML methods (and may one day put a model into production)
## 7235    We have well established ML methods (i.e., models in production for more than 2 years)
## 7236                 We are exploring ML methods (and may one day put a model into production)
## 7237                 We are exploring ML methods (and may one day put a model into production)
## 7238                                                             No (we do not use ML methods)
## 7239    We have well established ML methods (i.e., models in production for more than 2 years)
## 7240                                                                             I do not know
## 7241                                                             No (we do not use ML methods)
## 7242    We have well established ML methods (i.e., models in production for more than 2 years)
## 7243                                                                                      <NA>
## 7244                                                                                      <NA>
## 7245   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7246                                                                                      <NA>
## 7247    We have well established ML methods (i.e., models in production for more than 2 years)
## 7248    We have well established ML methods (i.e., models in production for more than 2 years)
## 7249 We use ML methods for generating insights (but do not put working models into production)
## 7250   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7251    We have well established ML methods (i.e., models in production for more than 2 years)
## 7252    We have well established ML methods (i.e., models in production for more than 2 years)
## 7253                 We are exploring ML methods (and may one day put a model into production)
## 7254    We have well established ML methods (i.e., models in production for more than 2 years)
## 7255   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7256    We have well established ML methods (i.e., models in production for more than 2 years)
## 7257   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7258 We use ML methods for generating insights (but do not put working models into production)
## 7259                 We are exploring ML methods (and may one day put a model into production)
## 7260                                                                             I do not know
## 7261                                                                                      <NA>
## 7262   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7263                                                             No (we do not use ML methods)
## 7264    We have well established ML methods (i.e., models in production for more than 2 years)
## 7265                 We are exploring ML methods (and may one day put a model into production)
## 7266                                                                                      <NA>
## 7267    We have well established ML methods (i.e., models in production for more than 2 years)
## 7268   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7269                                                                             I do not know
## 7270   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7271    We have well established ML methods (i.e., models in production for more than 2 years)
## 7272    We have well established ML methods (i.e., models in production for more than 2 years)
## 7273 We use ML methods for generating insights (but do not put working models into production)
## 7274    We have well established ML methods (i.e., models in production for more than 2 years)
## 7275                                                             No (we do not use ML methods)
## 7276                                                             No (we do not use ML methods)
## 7277                                                                             I do not know
## 7278                 We are exploring ML methods (and may one day put a model into production)
## 7279                                                             No (we do not use ML methods)
## 7280                 We are exploring ML methods (and may one day put a model into production)
## 7281    We have well established ML methods (i.e., models in production for more than 2 years)
## 7282    We have well established ML methods (i.e., models in production for more than 2 years)
## 7283 We use ML methods for generating insights (but do not put working models into production)
## 7284                 We are exploring ML methods (and may one day put a model into production)
## 7285 We use ML methods for generating insights (but do not put working models into production)
## 7286                                                             No (we do not use ML methods)
## 7287                 We are exploring ML methods (and may one day put a model into production)
## 7288                 We are exploring ML methods (and may one day put a model into production)
## 7289   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7290                 We are exploring ML methods (and may one day put a model into production)
## 7291                                                                                      <NA>
## 7292    We have well established ML methods (i.e., models in production for more than 2 years)
## 7293                 We are exploring ML methods (and may one day put a model into production)
## 7294                 We are exploring ML methods (and may one day put a model into production)
## 7295                                                                                      <NA>
## 7296   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7297 We use ML methods for generating insights (but do not put working models into production)
## 7298                 We are exploring ML methods (and may one day put a model into production)
## 7299                 We are exploring ML methods (and may one day put a model into production)
## 7300    We have well established ML methods (i.e., models in production for more than 2 years)
## 7301                                                                                      <NA>
## 7302                                                                                      <NA>
## 7303   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7304                                                                                      <NA>
## 7305    We have well established ML methods (i.e., models in production for more than 2 years)
## 7306   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7307                                                                                      <NA>
## 7308                 We are exploring ML methods (and may one day put a model into production)
## 7309                                                                             I do not know
## 7310 We use ML methods for generating insights (but do not put working models into production)
## 7311    We have well established ML methods (i.e., models in production for more than 2 years)
## 7312    We have well established ML methods (i.e., models in production for more than 2 years)
## 7313                                                                             I do not know
## 7314    We have well established ML methods (i.e., models in production for more than 2 years)
## 7315    We have well established ML methods (i.e., models in production for more than 2 years)
## 7316    We have well established ML methods (i.e., models in production for more than 2 years)
## 7317                                                                                      <NA>
## 7318                                                             No (we do not use ML methods)
## 7319                 We are exploring ML methods (and may one day put a model into production)
## 7320                                                                                      <NA>
## 7321                 We are exploring ML methods (and may one day put a model into production)
## 7322                                                             No (we do not use ML methods)
## 7323                                                             No (we do not use ML methods)
## 7324   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7325                 We are exploring ML methods (and may one day put a model into production)
## 7326                                                             No (we do not use ML methods)
## 7327                                                                                      <NA>
## 7328                                                                                      <NA>
## 7329    We have well established ML methods (i.e., models in production for more than 2 years)
## 7330                                                                                      <NA>
## 7331                                                                                      <NA>
## 7332 We use ML methods for generating insights (but do not put working models into production)
## 7333                                                             No (we do not use ML methods)
## 7334 We use ML methods for generating insights (but do not put working models into production)
## 7335 We use ML methods for generating insights (but do not put working models into production)
## 7336 We use ML methods for generating insights (but do not put working models into production)
## 7337   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7338                                                                                      <NA>
## 7339                                                             No (we do not use ML methods)
## 7340                                                             No (we do not use ML methods)
## 7341                                                                                      <NA>
## 7342                 We are exploring ML methods (and may one day put a model into production)
## 7343   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7344   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7345                 We are exploring ML methods (and may one day put a model into production)
## 7346                                                                             I do not know
## 7347                                                                                      <NA>
## 7348   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7349                                                             No (we do not use ML methods)
## 7350                                                                                      <NA>
## 7351                                                                             I do not know
## 7352 We use ML methods for generating insights (but do not put working models into production)
## 7353                 We are exploring ML methods (and may one day put a model into production)
## 7354                 We are exploring ML methods (and may one day put a model into production)
## 7355   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7356                                                                             I do not know
## 7357    We have well established ML methods (i.e., models in production for more than 2 years)
## 7358                                                                                      <NA>
## 7359                                                                             I do not know
## 7360                                                                                      <NA>
## 7361                                                             No (we do not use ML methods)
## 7362                                                             No (we do not use ML methods)
## 7363   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7364 We use ML methods for generating insights (but do not put working models into production)
## 7365    We have well established ML methods (i.e., models in production for more than 2 years)
## 7366                 We are exploring ML methods (and may one day put a model into production)
## 7367                                                             No (we do not use ML methods)
## 7368                                                                                      <NA>
## 7369 We use ML methods for generating insights (but do not put working models into production)
## 7370    We have well established ML methods (i.e., models in production for more than 2 years)
## 7371 We use ML methods for generating insights (but do not put working models into production)
## 7372    We have well established ML methods (i.e., models in production for more than 2 years)
## 7373                                                                                      <NA>
## 7374   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7375                 We are exploring ML methods (and may one day put a model into production)
## 7376                                                                             I do not know
## 7377                 We are exploring ML methods (and may one day put a model into production)
## 7378                                                                                      <NA>
## 7379                                                                             I do not know
## 7380   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7381    We have well established ML methods (i.e., models in production for more than 2 years)
## 7382                                                                                      <NA>
## 7383                 We are exploring ML methods (and may one day put a model into production)
## 7384   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7385                                                             No (we do not use ML methods)
## 7386                 We are exploring ML methods (and may one day put a model into production)
## 7387                 We are exploring ML methods (and may one day put a model into production)
## 7388                                                             No (we do not use ML methods)
## 7389   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7390 We use ML methods for generating insights (but do not put working models into production)
## 7391                                                                             I do not know
## 7392                                                             No (we do not use ML methods)
## 7393 We use ML methods for generating insights (but do not put working models into production)
## 7394 We use ML methods for generating insights (but do not put working models into production)
## 7395                 We are exploring ML methods (and may one day put a model into production)
## 7396                 We are exploring ML methods (and may one day put a model into production)
## 7397                                                                             I do not know
## 7398                                                                                      <NA>
## 7399                                                                             I do not know
## 7400    We have well established ML methods (i.e., models in production for more than 2 years)
## 7401                                                                                      <NA>
## 7402    We have well established ML methods (i.e., models in production for more than 2 years)
## 7403    We have well established ML methods (i.e., models in production for more than 2 years)
## 7404                                                             No (we do not use ML methods)
## 7405    We have well established ML methods (i.e., models in production for more than 2 years)
## 7406    We have well established ML methods (i.e., models in production for more than 2 years)
## 7407   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7408                                                             No (we do not use ML methods)
## 7409                                                                                      <NA>
## 7410                                                             No (we do not use ML methods)
## 7411   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7412                                                                                      <NA>
## 7413                                                                                      <NA>
## 7414                                                                                      <NA>
## 7415    We have well established ML methods (i.e., models in production for more than 2 years)
## 7416                                                                                      <NA>
## 7417                                                             No (we do not use ML methods)
## 7418                                                                                      <NA>
## 7419                                                             No (we do not use ML methods)
## 7420                 We are exploring ML methods (and may one day put a model into production)
## 7421                                                                             I do not know
## 7422    We have well established ML methods (i.e., models in production for more than 2 years)
## 7423                                                                                      <NA>
## 7424                                                                                      <NA>
## 7425                                                                                      <NA>
## 7426    We have well established ML methods (i.e., models in production for more than 2 years)
## 7427                                                             No (we do not use ML methods)
## 7428    We have well established ML methods (i.e., models in production for more than 2 years)
## 7429                                                                                      <NA>
## 7430                                                                                      <NA>
## 7431    We have well established ML methods (i.e., models in production for more than 2 years)
## 7432                                                                                      <NA>
## 7433   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7434                                                                                      <NA>
## 7435                                                             No (we do not use ML methods)
## 7436   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7437                                                                                      <NA>
## 7438                                                                             I do not know
## 7439                                                                                      <NA>
## 7440   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7441                                                                                      <NA>
## 7442 We use ML methods for generating insights (but do not put working models into production)
## 7443                                                             No (we do not use ML methods)
## 7444   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7445                 We are exploring ML methods (and may one day put a model into production)
## 7446                                                                                      <NA>
## 7447                                                                             I do not know
## 7448 We use ML methods for generating insights (but do not put working models into production)
## 7449 We use ML methods for generating insights (but do not put working models into production)
## 7450   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7451                                                             No (we do not use ML methods)
## 7452   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7453                                                                             I do not know
## 7454   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7455                                                                                      <NA>
## 7456                 We are exploring ML methods (and may one day put a model into production)
## 7457                 We are exploring ML methods (and may one day put a model into production)
## 7458                 We are exploring ML methods (and may one day put a model into production)
## 7459   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7460 We use ML methods for generating insights (but do not put working models into production)
## 7461   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7462                                                                             I do not know
## 7463    We have well established ML methods (i.e., models in production for more than 2 years)
## 7464    We have well established ML methods (i.e., models in production for more than 2 years)
## 7465                                                                                      <NA>
## 7466                                                             No (we do not use ML methods)
## 7467    We have well established ML methods (i.e., models in production for more than 2 years)
## 7468 We use ML methods for generating insights (but do not put working models into production)
## 7469   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7470                 We are exploring ML methods (and may one day put a model into production)
## 7471                 We are exploring ML methods (and may one day put a model into production)
## 7472   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7473                 We are exploring ML methods (and may one day put a model into production)
## 7474   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7475                                                             No (we do not use ML methods)
## 7476 We use ML methods for generating insights (but do not put working models into production)
## 7477                                                                                      <NA>
## 7478   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7479                 We are exploring ML methods (and may one day put a model into production)
## 7480                                                                                      <NA>
## 7481                                                                                      <NA>
## 7482                                                             No (we do not use ML methods)
## 7483                                                             No (we do not use ML methods)
## 7484                 We are exploring ML methods (and may one day put a model into production)
## 7485   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7486                 We are exploring ML methods (and may one day put a model into production)
## 7487                                                                                      <NA>
## 7488                                                                                      <NA>
## 7489 We use ML methods for generating insights (but do not put working models into production)
## 7490                 We are exploring ML methods (and may one day put a model into production)
## 7491                                                                             I do not know
## 7492                                                             No (we do not use ML methods)
## 7493    We have well established ML methods (i.e., models in production for more than 2 years)
## 7494   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7495                                                                                      <NA>
## 7496                 We are exploring ML methods (and may one day put a model into production)
## 7497                                                             No (we do not use ML methods)
## 7498    We have well established ML methods (i.e., models in production for more than 2 years)
## 7499                                                             No (we do not use ML methods)
## 7500                                                                                      <NA>
## 7501 We use ML methods for generating insights (but do not put working models into production)
## 7502                                                             No (we do not use ML methods)
## 7503                                                                                      <NA>
## 7504                                                             No (we do not use ML methods)
## 7505                                                             No (we do not use ML methods)
## 7506                                                             No (we do not use ML methods)
## 7507                                                                                      <NA>
## 7508                                                             No (we do not use ML methods)
## 7509                                                                                      <NA>
## 7510                                                             No (we do not use ML methods)
## 7511   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7512   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7513                 We are exploring ML methods (and may one day put a model into production)
## 7514                                                                             I do not know
## 7515                                                                             I do not know
## 7516    We have well established ML methods (i.e., models in production for more than 2 years)
## 7517                                                                             I do not know
## 7518                                                                                      <NA>
## 7519   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7520    We have well established ML methods (i.e., models in production for more than 2 years)
## 7521                                                                                      <NA>
## 7522                                                                                      <NA>
## 7523                 We are exploring ML methods (and may one day put a model into production)
## 7524                 We are exploring ML methods (and may one day put a model into production)
## 7525    We have well established ML methods (i.e., models in production for more than 2 years)
## 7526                 We are exploring ML methods (and may one day put a model into production)
## 7527    We have well established ML methods (i.e., models in production for more than 2 years)
## 7528    We have well established ML methods (i.e., models in production for more than 2 years)
## 7529                 We are exploring ML methods (and may one day put a model into production)
## 7530                                                             No (we do not use ML methods)
## 7531                 We are exploring ML methods (and may one day put a model into production)
## 7532                 We are exploring ML methods (and may one day put a model into production)
## 7533    We have well established ML methods (i.e., models in production for more than 2 years)
## 7534   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7535 We use ML methods for generating insights (but do not put working models into production)
## 7536 We use ML methods for generating insights (but do not put working models into production)
## 7537                 We are exploring ML methods (and may one day put a model into production)
## 7538    We have well established ML methods (i.e., models in production for more than 2 years)
## 7539                                                                                      <NA>
## 7540                                                                                      <NA>
## 7541                                                                                      <NA>
## 7542                                                                                      <NA>
## 7543                                                                                      <NA>
## 7544   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7545                 We are exploring ML methods (and may one day put a model into production)
## 7546                 We are exploring ML methods (and may one day put a model into production)
## 7547   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7548 We use ML methods for generating insights (but do not put working models into production)
## 7549                                                                             I do not know
## 7550                                                                                      <NA>
## 7551   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7552                                                             No (we do not use ML methods)
## 7553    We have well established ML methods (i.e., models in production for more than 2 years)
## 7554                 We are exploring ML methods (and may one day put a model into production)
## 7555   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7556                                                                                      <NA>
## 7557    We have well established ML methods (i.e., models in production for more than 2 years)
## 7558    We have well established ML methods (i.e., models in production for more than 2 years)
## 7559                                                                                      <NA>
## 7560                                                             No (we do not use ML methods)
## 7561                 We are exploring ML methods (and may one day put a model into production)
## 7562    We have well established ML methods (i.e., models in production for more than 2 years)
## 7563    We have well established ML methods (i.e., models in production for more than 2 years)
## 7564                 We are exploring ML methods (and may one day put a model into production)
## 7565                                                                                      <NA>
## 7566    We have well established ML methods (i.e., models in production for more than 2 years)
## 7567                                                                             I do not know
## 7568 We use ML methods for generating insights (but do not put working models into production)
## 7569                 We are exploring ML methods (and may one day put a model into production)
## 7570                                                                                      <NA>
## 7571    We have well established ML methods (i.e., models in production for more than 2 years)
## 7572                                                                                      <NA>
## 7573                 We are exploring ML methods (and may one day put a model into production)
## 7574 We use ML methods for generating insights (but do not put working models into production)
## 7575                                                                                      <NA>
## 7576 We use ML methods for generating insights (but do not put working models into production)
## 7577                 We are exploring ML methods (and may one day put a model into production)
## 7578                                                                                      <NA>
## 7579 We use ML methods for generating insights (but do not put working models into production)
## 7580                                                                                      <NA>
## 7581    We have well established ML methods (i.e., models in production for more than 2 years)
## 7582                                                                             I do not know
## 7583                                                                                      <NA>
## 7584                 We are exploring ML methods (and may one day put a model into production)
## 7585                                                                                      <NA>
## 7586                                                             No (we do not use ML methods)
## 7587                                                                             I do not know
## 7588                                                                                      <NA>
## 7589                 We are exploring ML methods (and may one day put a model into production)
## 7590                                                                                      <NA>
## 7591                                                                                      <NA>
## 7592                                                                                      <NA>
## 7593                                                                                      <NA>
## 7594   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7595    We have well established ML methods (i.e., models in production for more than 2 years)
## 7596                                                                             I do not know
## 7597    We have well established ML methods (i.e., models in production for more than 2 years)
## 7598    We have well established ML methods (i.e., models in production for more than 2 years)
## 7599                 We are exploring ML methods (and may one day put a model into production)
## 7600                                                                                      <NA>
## 7601                                                                                      <NA>
## 7602                                                                                      <NA>
## 7603                 We are exploring ML methods (and may one day put a model into production)
## 7604   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7605                                                             No (we do not use ML methods)
## 7606   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7607   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7608                                                                                      <NA>
## 7609                                                             No (we do not use ML methods)
## 7610                                                             No (we do not use ML methods)
## 7611                 We are exploring ML methods (and may one day put a model into production)
## 7612                 We are exploring ML methods (and may one day put a model into production)
## 7613    We have well established ML methods (i.e., models in production for more than 2 years)
## 7614                                                                                      <NA>
## 7615                                                                                      <NA>
## 7616    We have well established ML methods (i.e., models in production for more than 2 years)
## 7617                                                             No (we do not use ML methods)
## 7618                                                                                      <NA>
## 7619    We have well established ML methods (i.e., models in production for more than 2 years)
## 7620   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7621                                                                                      <NA>
## 7622   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7623 We use ML methods for generating insights (but do not put working models into production)
## 7624                                                                             I do not know
## 7625 We use ML methods for generating insights (but do not put working models into production)
## 7626   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7627 We use ML methods for generating insights (but do not put working models into production)
## 7628                                                                                      <NA>
## 7629                 We are exploring ML methods (and may one day put a model into production)
## 7630    We have well established ML methods (i.e., models in production for more than 2 years)
## 7631   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7632   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7633                                                                                      <NA>
## 7634    We have well established ML methods (i.e., models in production for more than 2 years)
## 7635    We have well established ML methods (i.e., models in production for more than 2 years)
## 7636                                                                                      <NA>
## 7637                                                                                      <NA>
## 7638                                                                                      <NA>
## 7639   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7640 We use ML methods for generating insights (but do not put working models into production)
## 7641                                                             No (we do not use ML methods)
## 7642    We have well established ML methods (i.e., models in production for more than 2 years)
## 7643                 We are exploring ML methods (and may one day put a model into production)
## 7644   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7645   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7646   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7647                                                                             I do not know
## 7648                                                                                      <NA>
## 7649                                                                             I do not know
## 7650   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7651                 We are exploring ML methods (and may one day put a model into production)
## 7652    We have well established ML methods (i.e., models in production for more than 2 years)
## 7653                 We are exploring ML methods (and may one day put a model into production)
## 7654                                                                                      <NA>
## 7655                 We are exploring ML methods (and may one day put a model into production)
## 7656 We use ML methods for generating insights (but do not put working models into production)
## 7657 We use ML methods for generating insights (but do not put working models into production)
## 7658                                                                             I do not know
## 7659                 We are exploring ML methods (and may one day put a model into production)
## 7660                                                                                      <NA>
## 7661    We have well established ML methods (i.e., models in production for more than 2 years)
## 7662                                                             No (we do not use ML methods)
## 7663                 We are exploring ML methods (and may one day put a model into production)
## 7664                                                                                      <NA>
## 7665 We use ML methods for generating insights (but do not put working models into production)
## 7666                 We are exploring ML methods (and may one day put a model into production)
## 7667                 We are exploring ML methods (and may one day put a model into production)
## 7668                                                                             I do not know
## 7669    We have well established ML methods (i.e., models in production for more than 2 years)
## 7670                                                                             I do not know
## 7671   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7672                                                                             I do not know
## 7673   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7674    We have well established ML methods (i.e., models in production for more than 2 years)
## 7675 We use ML methods for generating insights (but do not put working models into production)
## 7676                                                             No (we do not use ML methods)
## 7677   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7678    We have well established ML methods (i.e., models in production for more than 2 years)
## 7679                                                                                      <NA>
## 7680                                                             No (we do not use ML methods)
## 7681    We have well established ML methods (i.e., models in production for more than 2 years)
## 7682    We have well established ML methods (i.e., models in production for more than 2 years)
## 7683                                                             No (we do not use ML methods)
## 7684                                                             No (we do not use ML methods)
## 7685 We use ML methods for generating insights (but do not put working models into production)
## 7686                 We are exploring ML methods (and may one day put a model into production)
## 7687    We have well established ML methods (i.e., models in production for more than 2 years)
## 7688                                                                                      <NA>
## 7689   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7690                                                                                      <NA>
## 7691 We use ML methods for generating insights (but do not put working models into production)
## 7692                                                                                      <NA>
## 7693                                                                                      <NA>
## 7694                 We are exploring ML methods (and may one day put a model into production)
## 7695                                                                                      <NA>
## 7696   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7697   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7698    We have well established ML methods (i.e., models in production for more than 2 years)
## 7699                                                                             I do not know
## 7700                                                                             I do not know
## 7701                 We are exploring ML methods (and may one day put a model into production)
## 7702 We use ML methods for generating insights (but do not put working models into production)
## 7703   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7704                 We are exploring ML methods (and may one day put a model into production)
## 7705                                                                                      <NA>
## 7706                                                                             I do not know
## 7707                 We are exploring ML methods (and may one day put a model into production)
## 7708                                                             No (we do not use ML methods)
## 7709                                                                                      <NA>
## 7710                 We are exploring ML methods (and may one day put a model into production)
## 7711   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7712 We use ML methods for generating insights (but do not put working models into production)
## 7713                 We are exploring ML methods (and may one day put a model into production)
## 7714   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7715 We use ML methods for generating insights (but do not put working models into production)
## 7716                                                                             I do not know
## 7717                                                                             I do not know
## 7718   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7719 We use ML methods for generating insights (but do not put working models into production)
## 7720 We use ML methods for generating insights (but do not put working models into production)
## 7721                                                                                      <NA>
## 7722                                                             No (we do not use ML methods)
## 7723                                                             No (we do not use ML methods)
## 7724   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7725                                                             No (we do not use ML methods)
## 7726                                                                                      <NA>
## 7727                                                                                      <NA>
## 7728 We use ML methods for generating insights (but do not put working models into production)
## 7729                                                             No (we do not use ML methods)
## 7730 We use ML methods for generating insights (but do not put working models into production)
## 7731    We have well established ML methods (i.e., models in production for more than 2 years)
## 7732                 We are exploring ML methods (and may one day put a model into production)
## 7733                                                             No (we do not use ML methods)
## 7734                 We are exploring ML methods (and may one day put a model into production)
## 7735                                                                                      <NA>
## 7736                                                                                      <NA>
## 7737   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7738   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7739                                                             No (we do not use ML methods)
## 7740                 We are exploring ML methods (and may one day put a model into production)
## 7741                                                                                      <NA>
## 7742                 We are exploring ML methods (and may one day put a model into production)
## 7743                 We are exploring ML methods (and may one day put a model into production)
## 7744                                                                                      <NA>
## 7745                                                             No (we do not use ML methods)
## 7746                                                                                      <NA>
## 7747                 We are exploring ML methods (and may one day put a model into production)
## 7748                                                                             I do not know
## 7749                 We are exploring ML methods (and may one day put a model into production)
## 7750                 We are exploring ML methods (and may one day put a model into production)
## 7751   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7752                                                             No (we do not use ML methods)
## 7753    We have well established ML methods (i.e., models in production for more than 2 years)
## 7754                                                                                      <NA>
## 7755   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7756   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7757   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7758                                                                                      <NA>
## 7759   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7760   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7761                                                                                      <NA>
## 7762 We use ML methods for generating insights (but do not put working models into production)
## 7763   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7764                 We are exploring ML methods (and may one day put a model into production)
## 7765                                                                                      <NA>
## 7766    We have well established ML methods (i.e., models in production for more than 2 years)
## 7767   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7768                 We are exploring ML methods (and may one day put a model into production)
## 7769                                                                                      <NA>
## 7770                 We are exploring ML methods (and may one day put a model into production)
## 7771                                                                                      <NA>
## 7772    We have well established ML methods (i.e., models in production for more than 2 years)
## 7773   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7774                 We are exploring ML methods (and may one day put a model into production)
## 7775 We use ML methods for generating insights (but do not put working models into production)
## 7776                 We are exploring ML methods (and may one day put a model into production)
## 7777                                                                                      <NA>
## 7778                                                                                      <NA>
## 7779                                                                             I do not know
## 7780                                                             No (we do not use ML methods)
## 7781                 We are exploring ML methods (and may one day put a model into production)
## 7782                 We are exploring ML methods (and may one day put a model into production)
## 7783 We use ML methods for generating insights (but do not put working models into production)
## 7784 We use ML methods for generating insights (but do not put working models into production)
## 7785                 We are exploring ML methods (and may one day put a model into production)
## 7786    We have well established ML methods (i.e., models in production for more than 2 years)
## 7787    We have well established ML methods (i.e., models in production for more than 2 years)
## 7788                                                             No (we do not use ML methods)
## 7789                                                                                      <NA>
## 7790                                                             No (we do not use ML methods)
## 7791   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7792                                                                                      <NA>
## 7793                                                             No (we do not use ML methods)
## 7794   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7795                                                                                      <NA>
## 7796                                                             No (we do not use ML methods)
## 7797   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7798                 We are exploring ML methods (and may one day put a model into production)
## 7799   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7800                                                                                      <NA>
## 7801    We have well established ML methods (i.e., models in production for more than 2 years)
## 7802                                                                                      <NA>
## 7803    We have well established ML methods (i.e., models in production for more than 2 years)
## 7804                                                                                      <NA>
## 7805                                                             No (we do not use ML methods)
## 7806                                                                                      <NA>
## 7807                                                                                      <NA>
## 7808    We have well established ML methods (i.e., models in production for more than 2 years)
## 7809                 We are exploring ML methods (and may one day put a model into production)
## 7810   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7811                                                                                      <NA>
## 7812    We have well established ML methods (i.e., models in production for more than 2 years)
## 7813 We use ML methods for generating insights (but do not put working models into production)
## 7814 We use ML methods for generating insights (but do not put working models into production)
## 7815   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7816   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7817   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7818                                                                                      <NA>
## 7819                 We are exploring ML methods (and may one day put a model into production)
## 7820                 We are exploring ML methods (and may one day put a model into production)
## 7821                                                             No (we do not use ML methods)
## 7822                                                             No (we do not use ML methods)
## 7823 We use ML methods for generating insights (but do not put working models into production)
## 7824 We use ML methods for generating insights (but do not put working models into production)
## 7825    We have well established ML methods (i.e., models in production for more than 2 years)
## 7826                 We are exploring ML methods (and may one day put a model into production)
## 7827                 We are exploring ML methods (and may one day put a model into production)
## 7828 We use ML methods for generating insights (but do not put working models into production)
## 7829                                                             No (we do not use ML methods)
## 7830                                                             No (we do not use ML methods)
## 7831                 We are exploring ML methods (and may one day put a model into production)
## 7832                 We are exploring ML methods (and may one day put a model into production)
## 7833                                                                                      <NA>
## 7834    We have well established ML methods (i.e., models in production for more than 2 years)
## 7835                                                             No (we do not use ML methods)
## 7836                                                                                      <NA>
## 7837                 We are exploring ML methods (and may one day put a model into production)
## 7838   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7839   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7840   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7841                                                                                      <NA>
## 7842   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7843                                                             No (we do not use ML methods)
## 7844                                                                                      <NA>
## 7845                 We are exploring ML methods (and may one day put a model into production)
## 7846    We have well established ML methods (i.e., models in production for more than 2 years)
## 7847   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7848                                                             No (we do not use ML methods)
## 7849                                                                                      <NA>
## 7850                 We are exploring ML methods (and may one day put a model into production)
## 7851                 We are exploring ML methods (and may one day put a model into production)
## 7852   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7853    We have well established ML methods (i.e., models in production for more than 2 years)
## 7854 We use ML methods for generating insights (but do not put working models into production)
## 7855                                                             No (we do not use ML methods)
## 7856                                                             No (we do not use ML methods)
## 7857   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7858                 We are exploring ML methods (and may one day put a model into production)
## 7859 We use ML methods for generating insights (but do not put working models into production)
## 7860                                                                                      <NA>
## 7861 We use ML methods for generating insights (but do not put working models into production)
## 7862 We use ML methods for generating insights (but do not put working models into production)
## 7863                                                                                      <NA>
## 7864                 We are exploring ML methods (and may one day put a model into production)
## 7865                                                                                      <NA>
## 7866                                                             No (we do not use ML methods)
## 7867                                                                                      <NA>
## 7868                                                             No (we do not use ML methods)
## 7869                 We are exploring ML methods (and may one day put a model into production)
## 7870                 We are exploring ML methods (and may one day put a model into production)
## 7871    We have well established ML methods (i.e., models in production for more than 2 years)
## 7872                                                                                      <NA>
## 7873    We have well established ML methods (i.e., models in production for more than 2 years)
## 7874                 We are exploring ML methods (and may one day put a model into production)
## 7875   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7876                                                                                      <NA>
## 7877                                                             No (we do not use ML methods)
## 7878                                                                                      <NA>
## 7879                                                                                      <NA>
## 7880                 We are exploring ML methods (and may one day put a model into production)
## 7881   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7882 We use ML methods for generating insights (but do not put working models into production)
## 7883   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7884                                                                                      <NA>
## 7885                                                             No (we do not use ML methods)
## 7886                 We are exploring ML methods (and may one day put a model into production)
## 7887                 We are exploring ML methods (and may one day put a model into production)
## 7888                                                                                      <NA>
## 7889    We have well established ML methods (i.e., models in production for more than 2 years)
## 7890                                                                                      <NA>
## 7891                 We are exploring ML methods (and may one day put a model into production)
## 7892                                                                                      <NA>
## 7893                                                                                      <NA>
## 7894                 We are exploring ML methods (and may one day put a model into production)
## 7895                                                             No (we do not use ML methods)
## 7896                                                                                      <NA>
## 7897                                                                                      <NA>
## 7898    We have well established ML methods (i.e., models in production for more than 2 years)
## 7899                                                                                      <NA>
## 7900                                                             No (we do not use ML methods)
## 7901                                                             No (we do not use ML methods)
## 7902   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7903 We use ML methods for generating insights (but do not put working models into production)
## 7904                                                             No (we do not use ML methods)
## 7905 We use ML methods for generating insights (but do not put working models into production)
## 7906    We have well established ML methods (i.e., models in production for more than 2 years)
## 7907                                                                                      <NA>
## 7908    We have well established ML methods (i.e., models in production for more than 2 years)
## 7909    We have well established ML methods (i.e., models in production for more than 2 years)
## 7910   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7911   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7912                 We are exploring ML methods (and may one day put a model into production)
## 7913                                                                                      <NA>
## 7914                                                                                      <NA>
## 7915    We have well established ML methods (i.e., models in production for more than 2 years)
## 7916                 We are exploring ML methods (and may one day put a model into production)
## 7917                                                                                      <NA>
## 7918 We use ML methods for generating insights (but do not put working models into production)
## 7919   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7920                                                                                      <NA>
## 7921   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7922                 We are exploring ML methods (and may one day put a model into production)
## 7923                                                                             I do not know
## 7924 We use ML methods for generating insights (but do not put working models into production)
## 7925 We use ML methods for generating insights (but do not put working models into production)
## 7926                                                             No (we do not use ML methods)
## 7927   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7928    We have well established ML methods (i.e., models in production for more than 2 years)
## 7929    We have well established ML methods (i.e., models in production for more than 2 years)
## 7930                 We are exploring ML methods (and may one day put a model into production)
## 7931                                                             No (we do not use ML methods)
## 7932 We use ML methods for generating insights (but do not put working models into production)
## 7933 We use ML methods for generating insights (but do not put working models into production)
## 7934                                                                                      <NA>
## 7935                                                                                      <NA>
## 7936   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7937    We have well established ML methods (i.e., models in production for more than 2 years)
## 7938                                                             No (we do not use ML methods)
## 7939    We have well established ML methods (i.e., models in production for more than 2 years)
## 7940                 We are exploring ML methods (and may one day put a model into production)
## 7941                 We are exploring ML methods (and may one day put a model into production)
## 7942   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7943                                                                                      <NA>
## 7944    We have well established ML methods (i.e., models in production for more than 2 years)
## 7945                                                                                      <NA>
## 7946                                                                                      <NA>
## 7947   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7948                                                             No (we do not use ML methods)
## 7949 We use ML methods for generating insights (but do not put working models into production)
## 7950                                                                             I do not know
## 7951   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7952 We use ML methods for generating insights (but do not put working models into production)
## 7953                                                             No (we do not use ML methods)
## 7954 We use ML methods for generating insights (but do not put working models into production)
## 7955                 We are exploring ML methods (and may one day put a model into production)
## 7956                                                                                      <NA>
## 7957   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7958                                                                                      <NA>
## 7959                 We are exploring ML methods (and may one day put a model into production)
## 7960                 We are exploring ML methods (and may one day put a model into production)
## 7961                 We are exploring ML methods (and may one day put a model into production)
## 7962    We have well established ML methods (i.e., models in production for more than 2 years)
## 7963                                                                                      <NA>
## 7964   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7965 We use ML methods for generating insights (but do not put working models into production)
## 7966                                                                             I do not know
## 7967   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7968    We have well established ML methods (i.e., models in production for more than 2 years)
## 7969    We have well established ML methods (i.e., models in production for more than 2 years)
## 7970                 We are exploring ML methods (and may one day put a model into production)
## 7971                                                             No (we do not use ML methods)
## 7972 We use ML methods for generating insights (but do not put working models into production)
## 7973 We use ML methods for generating insights (but do not put working models into production)
## 7974    We have well established ML methods (i.e., models in production for more than 2 years)
## 7975   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7976   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7977                 We are exploring ML methods (and may one day put a model into production)
## 7978                 We are exploring ML methods (and may one day put a model into production)
## 7979                 We are exploring ML methods (and may one day put a model into production)
## 7980                                                             No (we do not use ML methods)
## 7981   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7982                                                                                      <NA>
## 7983    We have well established ML methods (i.e., models in production for more than 2 years)
## 7984                                                                             I do not know
## 7985                                                                                      <NA>
## 7986                                                             No (we do not use ML methods)
## 7987                                                             No (we do not use ML methods)
## 7988                                                                                      <NA>
## 7989                                                             No (we do not use ML methods)
## 7990    We have well established ML methods (i.e., models in production for more than 2 years)
## 7991 We use ML methods for generating insights (but do not put working models into production)
## 7992                                                                                      <NA>
## 7993                                                                                      <NA>
## 7994                                                                                      <NA>
## 7995                 We are exploring ML methods (and may one day put a model into production)
## 7996    We have well established ML methods (i.e., models in production for more than 2 years)
## 7997   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7998   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7999                                                             No (we do not use ML methods)
## 8000    We have well established ML methods (i.e., models in production for more than 2 years)
## 8001   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8002                 We are exploring ML methods (and may one day put a model into production)
## 8003   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8004                 We are exploring ML methods (and may one day put a model into production)
## 8005    We have well established ML methods (i.e., models in production for more than 2 years)
## 8006    We have well established ML methods (i.e., models in production for more than 2 years)
## 8007                                                                                      <NA>
## 8008                                                             No (we do not use ML methods)
## 8009                                                             No (we do not use ML methods)
## 8010                                                                                      <NA>
## 8011                                                             No (we do not use ML methods)
## 8012                                                                                      <NA>
## 8013                 We are exploring ML methods (and may one day put a model into production)
## 8014                                                                                      <NA>
## 8015                 We are exploring ML methods (and may one day put a model into production)
## 8016                 We are exploring ML methods (and may one day put a model into production)
## 8017                                                                                      <NA>
## 8018                 We are exploring ML methods (and may one day put a model into production)
## 8019   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8020                                                             No (we do not use ML methods)
## 8021                                                                                      <NA>
## 8022    We have well established ML methods (i.e., models in production for more than 2 years)
## 8023                 We are exploring ML methods (and may one day put a model into production)
## 8024    We have well established ML methods (i.e., models in production for more than 2 years)
## 8025   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8026   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8027                 We are exploring ML methods (and may one day put a model into production)
## 8028   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8029 We use ML methods for generating insights (but do not put working models into production)
## 8030                 We are exploring ML methods (and may one day put a model into production)
## 8031                                                                             I do not know
## 8032   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8033                 We are exploring ML methods (and may one day put a model into production)
## 8034 We use ML methods for generating insights (but do not put working models into production)
## 8035                                                             No (we do not use ML methods)
## 8036                 We are exploring ML methods (and may one day put a model into production)
## 8037                 We are exploring ML methods (and may one day put a model into production)
## 8038 We use ML methods for generating insights (but do not put working models into production)
## 8039                                                             No (we do not use ML methods)
## 8040                                                                                      <NA>
## 8041                 We are exploring ML methods (and may one day put a model into production)
## 8042                                                                             I do not know
## 8043                                                                                      <NA>
## 8044                                                             No (we do not use ML methods)
## 8045                                                                                      <NA>
## 8046                                                                                      <NA>
## 8047                                                                             I do not know
## 8048    We have well established ML methods (i.e., models in production for more than 2 years)
## 8049                                                             No (we do not use ML methods)
## 8050                 We are exploring ML methods (and may one day put a model into production)
## 8051    We have well established ML methods (i.e., models in production for more than 2 years)
## 8052    We have well established ML methods (i.e., models in production for more than 2 years)
## 8053    We have well established ML methods (i.e., models in production for more than 2 years)
## 8054 We use ML methods for generating insights (but do not put working models into production)
## 8055   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8056                 We are exploring ML methods (and may one day put a model into production)
## 8057                                                                             I do not know
## 8058                                                             No (we do not use ML methods)
## 8059                 We are exploring ML methods (and may one day put a model into production)
## 8060   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8061                                                                                      <NA>
## 8062 We use ML methods for generating insights (but do not put working models into production)
## 8063                 We are exploring ML methods (and may one day put a model into production)
## 8064                                                                             I do not know
## 8065 We use ML methods for generating insights (but do not put working models into production)
## 8066                 We are exploring ML methods (and may one day put a model into production)
## 8067   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8068                 We are exploring ML methods (and may one day put a model into production)
## 8069                                                             No (we do not use ML methods)
## 8070                                                                                      <NA>
## 8071                                                                             I do not know
## 8072   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8073                                                             No (we do not use ML methods)
## 8074                                                                                      <NA>
## 8075                                                             No (we do not use ML methods)
## 8076 We use ML methods for generating insights (but do not put working models into production)
## 8077                                                                                      <NA>
## 8078    We have well established ML methods (i.e., models in production for more than 2 years)
## 8079 We use ML methods for generating insights (but do not put working models into production)
## 8080                                                                                      <NA>
## 8081                                                                             I do not know
## 8082    We have well established ML methods (i.e., models in production for more than 2 years)
## 8083                                                                                      <NA>
## 8084                                                                                      <NA>
## 8085                                                             No (we do not use ML methods)
## 8086                                                                                      <NA>
## 8087    We have well established ML methods (i.e., models in production for more than 2 years)
## 8088   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8089   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8090   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8091                 We are exploring ML methods (and may one day put a model into production)
## 8092 We use ML methods for generating insights (but do not put working models into production)
## 8093                                                                                      <NA>
## 8094                                                             No (we do not use ML methods)
## 8095                                                             No (we do not use ML methods)
## 8096                 We are exploring ML methods (and may one day put a model into production)
## 8097 We use ML methods for generating insights (but do not put working models into production)
## 8098 We use ML methods for generating insights (but do not put working models into production)
## 8099                                                             No (we do not use ML methods)
## 8100    We have well established ML methods (i.e., models in production for more than 2 years)
## 8101                 We are exploring ML methods (and may one day put a model into production)
## 8102   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8103                                                                                      <NA>
## 8104                 We are exploring ML methods (and may one day put a model into production)
## 8105 We use ML methods for generating insights (but do not put working models into production)
## 8106                 We are exploring ML methods (and may one day put a model into production)
## 8107    We have well established ML methods (i.e., models in production for more than 2 years)
## 8108   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8109   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8110                                                             No (we do not use ML methods)
## 8111    We have well established ML methods (i.e., models in production for more than 2 years)
## 8112   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8113   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8114                                                             No (we do not use ML methods)
## 8115   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8116                 We are exploring ML methods (and may one day put a model into production)
## 8117                                                             No (we do not use ML methods)
## 8118                                                             No (we do not use ML methods)
## 8119                                                                                      <NA>
## 8120                 We are exploring ML methods (and may one day put a model into production)
## 8121   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8122                                                             No (we do not use ML methods)
## 8123                                                                                      <NA>
## 8124                                                                                      <NA>
## 8125                 We are exploring ML methods (and may one day put a model into production)
## 8126    We have well established ML methods (i.e., models in production for more than 2 years)
## 8127                 We are exploring ML methods (and may one day put a model into production)
## 8128    We have well established ML methods (i.e., models in production for more than 2 years)
## 8129                                                             No (we do not use ML methods)
## 8130                                                                                      <NA>
## 8131                 We are exploring ML methods (and may one day put a model into production)
## 8132    We have well established ML methods (i.e., models in production for more than 2 years)
## 8133   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8134                                                                                      <NA>
## 8135                                                                                      <NA>
## 8136                 We are exploring ML methods (and may one day put a model into production)
## 8137                                                                                      <NA>
## 8138   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8139    We have well established ML methods (i.e., models in production for more than 2 years)
## 8140                 We are exploring ML methods (and may one day put a model into production)
## 8141 We use ML methods for generating insights (but do not put working models into production)
## 8142 We use ML methods for generating insights (but do not put working models into production)
## 8143                                                             No (we do not use ML methods)
## 8144                                                             No (we do not use ML methods)
## 8145    We have well established ML methods (i.e., models in production for more than 2 years)
## 8146    We have well established ML methods (i.e., models in production for more than 2 years)
## 8147   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8148                                                                                      <NA>
## 8149                                                             No (we do not use ML methods)
## 8150                 We are exploring ML methods (and may one day put a model into production)
## 8151                                                             No (we do not use ML methods)
## 8152                                                                                      <NA>
## 8153                                                                                      <NA>
## 8154   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8155 We use ML methods for generating insights (but do not put working models into production)
## 8156                                                                                      <NA>
## 8157   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8158                 We are exploring ML methods (and may one day put a model into production)
## 8159    We have well established ML methods (i.e., models in production for more than 2 years)
## 8160 We use ML methods for generating insights (but do not put working models into production)
## 8161 We use ML methods for generating insights (but do not put working models into production)
## 8162   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8163                 We are exploring ML methods (and may one day put a model into production)
## 8164                                                             No (we do not use ML methods)
## 8165                                                             No (we do not use ML methods)
## 8166                                                                                      <NA>
## 8167                                                                                      <NA>
## 8168    We have well established ML methods (i.e., models in production for more than 2 years)
## 8169   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8170                                                                             I do not know
## 8171                                                                                      <NA>
## 8172    We have well established ML methods (i.e., models in production for more than 2 years)
## 8173    We have well established ML methods (i.e., models in production for more than 2 years)
## 8174                 We are exploring ML methods (and may one day put a model into production)
## 8175                                                                                      <NA>
## 8176                                                             No (we do not use ML methods)
## 8177    We have well established ML methods (i.e., models in production for more than 2 years)
## 8178                                                                             I do not know
## 8179                 We are exploring ML methods (and may one day put a model into production)
## 8180                 We are exploring ML methods (and may one day put a model into production)
## 8181                                                             No (we do not use ML methods)
## 8182                 We are exploring ML methods (and may one day put a model into production)
## 8183                                                                                      <NA>
## 8184                                                                                      <NA>
## 8185                 We are exploring ML methods (and may one day put a model into production)
## 8186                 We are exploring ML methods (and may one day put a model into production)
## 8187 We use ML methods for generating insights (but do not put working models into production)
## 8188                                                                             I do not know
## 8189                                                             No (we do not use ML methods)
## 8190                                                                                      <NA>
## 8191                                                                                      <NA>
## 8192                                                                             I do not know
## 8193 We use ML methods for generating insights (but do not put working models into production)
## 8194 We use ML methods for generating insights (but do not put working models into production)
## 8195   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8196    We have well established ML methods (i.e., models in production for more than 2 years)
## 8197   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8198   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8199                 We are exploring ML methods (and may one day put a model into production)
## 8200                                                                                      <NA>
## 8201 We use ML methods for generating insights (but do not put working models into production)
## 8202                                                                                      <NA>
## 8203    We have well established ML methods (i.e., models in production for more than 2 years)
## 8204                                                             No (we do not use ML methods)
## 8205 We use ML methods for generating insights (but do not put working models into production)
## 8206   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8207    We have well established ML methods (i.e., models in production for more than 2 years)
## 8208                                                             No (we do not use ML methods)
## 8209                                                                                      <NA>
## 8210                 We are exploring ML methods (and may one day put a model into production)
## 8211                 We are exploring ML methods (and may one day put a model into production)
## 8212    We have well established ML methods (i.e., models in production for more than 2 years)
## 8213                                                             No (we do not use ML methods)
## 8214    We have well established ML methods (i.e., models in production for more than 2 years)
## 8215                 We are exploring ML methods (and may one day put a model into production)
## 8216                                                                                      <NA>
## 8217   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8218    We have well established ML methods (i.e., models in production for more than 2 years)
## 8219 We use ML methods for generating insights (but do not put working models into production)
## 8220   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8221                                                                                      <NA>
## 8222                                                                             I do not know
## 8223    We have well established ML methods (i.e., models in production for more than 2 years)
## 8224   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8225                                                                                      <NA>
## 8226    We have well established ML methods (i.e., models in production for more than 2 years)
## 8227                                                             No (we do not use ML methods)
## 8228                                                                                      <NA>
## 8229    We have well established ML methods (i.e., models in production for more than 2 years)
## 8230                 We are exploring ML methods (and may one day put a model into production)
## 8231   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8232                                                             No (we do not use ML methods)
## 8233 We use ML methods for generating insights (but do not put working models into production)
## 8234    We have well established ML methods (i.e., models in production for more than 2 years)
## 8235    We have well established ML methods (i.e., models in production for more than 2 years)
## 8236   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8237   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8238                                                                                      <NA>
## 8239    We have well established ML methods (i.e., models in production for more than 2 years)
## 8240                                                             No (we do not use ML methods)
## 8241   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8242                 We are exploring ML methods (and may one day put a model into production)
## 8243    We have well established ML methods (i.e., models in production for more than 2 years)
## 8244                                                                             I do not know
## 8245                 We are exploring ML methods (and may one day put a model into production)
## 8246                                                             No (we do not use ML methods)
## 8247                                                                                      <NA>
## 8248                                                                                      <NA>
## 8249    We have well established ML methods (i.e., models in production for more than 2 years)
## 8250                                                                                      <NA>
## 8251                                                             No (we do not use ML methods)
## 8252 We use ML methods for generating insights (but do not put working models into production)
## 8253                                                                             I do not know
## 8254                 We are exploring ML methods (and may one day put a model into production)
## 8255                                                             No (we do not use ML methods)
## 8256    We have well established ML methods (i.e., models in production for more than 2 years)
## 8257                                                                                      <NA>
## 8258                                                             No (we do not use ML methods)
## 8259    We have well established ML methods (i.e., models in production for more than 2 years)
## 8260 We use ML methods for generating insights (but do not put working models into production)
## 8261                                                                                      <NA>
## 8262                                                                             I do not know
## 8263                                                             No (we do not use ML methods)
## 8264                 We are exploring ML methods (and may one day put a model into production)
## 8265   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8266                                                                                      <NA>
## 8267   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8268                                                                                      <NA>
## 8269 We use ML methods for generating insights (but do not put working models into production)
## 8270                                                                                      <NA>
## 8271    We have well established ML methods (i.e., models in production for more than 2 years)
## 8272                 We are exploring ML methods (and may one day put a model into production)
## 8273                                                             No (we do not use ML methods)
## 8274                                                                                      <NA>
## 8275    We have well established ML methods (i.e., models in production for more than 2 years)
## 8276   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8277    We have well established ML methods (i.e., models in production for more than 2 years)
## 8278    We have well established ML methods (i.e., models in production for more than 2 years)
## 8279                 We are exploring ML methods (and may one day put a model into production)
## 8280                                                                                      <NA>
## 8281                                                                                      <NA>
## 8282   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8283 We use ML methods for generating insights (but do not put working models into production)
## 8284   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8285   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8286 We use ML methods for generating insights (but do not put working models into production)
## 8287                                                                                      <NA>
## 8288                                                                                      <NA>
## 8289 We use ML methods for generating insights (but do not put working models into production)
## 8290 We use ML methods for generating insights (but do not put working models into production)
## 8291   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8292                                                                                      <NA>
## 8293   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8294 We use ML methods for generating insights (but do not put working models into production)
## 8295   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8296                                                                             I do not know
## 8297                 We are exploring ML methods (and may one day put a model into production)
## 8298                                                                             I do not know
## 8299    We have well established ML methods (i.e., models in production for more than 2 years)
## 8300 We use ML methods for generating insights (but do not put working models into production)
## 8301                                                                                      <NA>
## 8302   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8303                                                             No (we do not use ML methods)
## 8304                                                                                      <NA>
## 8305    We have well established ML methods (i.e., models in production for more than 2 years)
## 8306                                                                                      <NA>
## 8307 We use ML methods for generating insights (but do not put working models into production)
## 8308                                                             No (we do not use ML methods)
## 8309                                                                                      <NA>
## 8310                                                             No (we do not use ML methods)
## 8311                                                                             I do not know
## 8312                                                             No (we do not use ML methods)
## 8313    We have well established ML methods (i.e., models in production for more than 2 years)
## 8314 We use ML methods for generating insights (but do not put working models into production)
## 8315 We use ML methods for generating insights (but do not put working models into production)
## 8316                 We are exploring ML methods (and may one day put a model into production)
## 8317   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8318                 We are exploring ML methods (and may one day put a model into production)
## 8319                                                                             I do not know
## 8320   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8321                                                                                      <NA>
## 8322                                                                                      <NA>
## 8323                 We are exploring ML methods (and may one day put a model into production)
## 8324                                                                                      <NA>
## 8325                 We are exploring ML methods (and may one day put a model into production)
## 8326                                                                                      <NA>
## 8327   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8328    We have well established ML methods (i.e., models in production for more than 2 years)
## 8329   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8330                                                                                      <NA>
## 8331                                                             No (we do not use ML methods)
## 8332                 We are exploring ML methods (and may one day put a model into production)
## 8333                                                             No (we do not use ML methods)
## 8334    We have well established ML methods (i.e., models in production for more than 2 years)
## 8335                                                                                      <NA>
## 8336   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8337                 We are exploring ML methods (and may one day put a model into production)
## 8338                                                             No (we do not use ML methods)
## 8339                 We are exploring ML methods (and may one day put a model into production)
## 8340 We use ML methods for generating insights (but do not put working models into production)
## 8341                                                                                      <NA>
## 8342   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8343                 We are exploring ML methods (and may one day put a model into production)
## 8344                                                                             I do not know
## 8345                                                             No (we do not use ML methods)
## 8346                 We are exploring ML methods (and may one day put a model into production)
## 8347                                                             No (we do not use ML methods)
## 8348                                                             No (we do not use ML methods)
## 8349                                                                                      <NA>
## 8350                                                                                      <NA>
## 8351                                                                                      <NA>
## 8352                                                             No (we do not use ML methods)
## 8353   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8354                                                             No (we do not use ML methods)
## 8355    We have well established ML methods (i.e., models in production for more than 2 years)
## 8356                                                                                      <NA>
## 8357    We have well established ML methods (i.e., models in production for more than 2 years)
## 8358                                                                                      <NA>
## 8359                                                                             I do not know
## 8360 We use ML methods for generating insights (but do not put working models into production)
## 8361   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8362   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8363    We have well established ML methods (i.e., models in production for more than 2 years)
## 8364                                                             No (we do not use ML methods)
## 8365                                                                                      <NA>
## 8366                                                                                      <NA>
## 8367    We have well established ML methods (i.e., models in production for more than 2 years)
## 8368    We have well established ML methods (i.e., models in production for more than 2 years)
## 8369 We use ML methods for generating insights (but do not put working models into production)
## 8370 We use ML methods for generating insights (but do not put working models into production)
## 8371    We have well established ML methods (i.e., models in production for more than 2 years)
## 8372                                                                             I do not know
## 8373   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8374                                                                                      <NA>
## 8375    We have well established ML methods (i.e., models in production for more than 2 years)
## 8376                 We are exploring ML methods (and may one day put a model into production)
## 8377                 We are exploring ML methods (and may one day put a model into production)
## 8378                                                                                      <NA>
## 8379                                                                                      <NA>
## 8380                                                                                      <NA>
## 8381   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8382                                                                                      <NA>
## 8383                                                                                      <NA>
## 8384                                                             No (we do not use ML methods)
## 8385                 We are exploring ML methods (and may one day put a model into production)
## 8386    We have well established ML methods (i.e., models in production for more than 2 years)
## 8387                 We are exploring ML methods (and may one day put a model into production)
## 8388    We have well established ML methods (i.e., models in production for more than 2 years)
## 8389 We use ML methods for generating insights (but do not put working models into production)
## 8390   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8391                 We are exploring ML methods (and may one day put a model into production)
## 8392                                                                                      <NA>
## 8393 We use ML methods for generating insights (but do not put working models into production)
## 8394   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8395                                                                                      <NA>
## 8396    We have well established ML methods (i.e., models in production for more than 2 years)
## 8397                 We are exploring ML methods (and may one day put a model into production)
## 8398   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8399                                                                             I do not know
## 8400   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8401                                                             No (we do not use ML methods)
## 8402    We have well established ML methods (i.e., models in production for more than 2 years)
## 8403   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8404                                                             No (we do not use ML methods)
## 8405   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8406                 We are exploring ML methods (and may one day put a model into production)
## 8407                                                                             I do not know
## 8408                                                             No (we do not use ML methods)
## 8409                                                                             I do not know
## 8410                 We are exploring ML methods (and may one day put a model into production)
## 8411                 We are exploring ML methods (and may one day put a model into production)
## 8412    We have well established ML methods (i.e., models in production for more than 2 years)
## 8413                                                                             I do not know
## 8414                                                             No (we do not use ML methods)
## 8415                 We are exploring ML methods (and may one day put a model into production)
## 8416                                                             No (we do not use ML methods)
## 8417    We have well established ML methods (i.e., models in production for more than 2 years)
## 8418                                                                                      <NA>
## 8419                                                                                      <NA>
## 8420                                                                                      <NA>
## 8421                 We are exploring ML methods (and may one day put a model into production)
## 8422                 We are exploring ML methods (and may one day put a model into production)
## 8423                                                                                      <NA>
## 8424    We have well established ML methods (i.e., models in production for more than 2 years)
## 8425                                                                                      <NA>
## 8426                 We are exploring ML methods (and may one day put a model into production)
## 8427                                                                                      <NA>
## 8428                 We are exploring ML methods (and may one day put a model into production)
## 8429                                                                                      <NA>
## 8430    We have well established ML methods (i.e., models in production for more than 2 years)
## 8431   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8432                                                             No (we do not use ML methods)
## 8433    We have well established ML methods (i.e., models in production for more than 2 years)
## 8434    We have well established ML methods (i.e., models in production for more than 2 years)
## 8435    We have well established ML methods (i.e., models in production for more than 2 years)
## 8436    We have well established ML methods (i.e., models in production for more than 2 years)
## 8437                                                             No (we do not use ML methods)
## 8438                                                                                      <NA>
## 8439                                                                                      <NA>
## 8440    We have well established ML methods (i.e., models in production for more than 2 years)
## 8441                 We are exploring ML methods (and may one day put a model into production)
## 8442                                                             No (we do not use ML methods)
## 8443    We have well established ML methods (i.e., models in production for more than 2 years)
## 8444                 We are exploring ML methods (and may one day put a model into production)
## 8445                 We are exploring ML methods (and may one day put a model into production)
## 8446                 We are exploring ML methods (and may one day put a model into production)
## 8447                 We are exploring ML methods (and may one day put a model into production)
## 8448    We have well established ML methods (i.e., models in production for more than 2 years)
## 8449   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8450                                                                                      <NA>
## 8451                                                             No (we do not use ML methods)
## 8452                 We are exploring ML methods (and may one day put a model into production)
## 8453 We use ML methods for generating insights (but do not put working models into production)
## 8454                 We are exploring ML methods (and may one day put a model into production)
## 8455    We have well established ML methods (i.e., models in production for more than 2 years)
## 8456                                                                                      <NA>
## 8457                                                                                      <NA>
## 8458                                                                             I do not know
## 8459                                                                                      <NA>
## 8460                                                                             I do not know
## 8461                                                                                      <NA>
## 8462                                                             No (we do not use ML methods)
## 8463                                                             No (we do not use ML methods)
## 8464                 We are exploring ML methods (and may one day put a model into production)
## 8465 We use ML methods for generating insights (but do not put working models into production)
## 8466 We use ML methods for generating insights (but do not put working models into production)
## 8467                                                                                      <NA>
## 8468   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8469                                                                                      <NA>
## 8470    We have well established ML methods (i.e., models in production for more than 2 years)
## 8471   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8472    We have well established ML methods (i.e., models in production for more than 2 years)
## 8473                 We are exploring ML methods (and may one day put a model into production)
## 8474                                                                                      <NA>
## 8475 We use ML methods for generating insights (but do not put working models into production)
## 8476                                                             No (we do not use ML methods)
## 8477   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8478 We use ML methods for generating insights (but do not put working models into production)
## 8479                                                                             I do not know
## 8480                                                             No (we do not use ML methods)
## 8481    We have well established ML methods (i.e., models in production for more than 2 years)
## 8482                                                                             I do not know
## 8483                                                                             I do not know
## 8484                 We are exploring ML methods (and may one day put a model into production)
## 8485                                                             No (we do not use ML methods)
## 8486   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8487                                                                                      <NA>
## 8488   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8489                 We are exploring ML methods (and may one day put a model into production)
## 8490                                                                                      <NA>
## 8491    We have well established ML methods (i.e., models in production for more than 2 years)
## 8492                                                                                      <NA>
## 8493    We have well established ML methods (i.e., models in production for more than 2 years)
## 8494   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8495 We use ML methods for generating insights (but do not put working models into production)
## 8496                                                                                      <NA>
## 8497                 We are exploring ML methods (and may one day put a model into production)
## 8498                                                             No (we do not use ML methods)
## 8499                 We are exploring ML methods (and may one day put a model into production)
## 8500    We have well established ML methods (i.e., models in production for more than 2 years)
## 8501                 We are exploring ML methods (and may one day put a model into production)
## 8502 We use ML methods for generating insights (but do not put working models into production)
## 8503                                                                                      <NA>
## 8504    We have well established ML methods (i.e., models in production for more than 2 years)
## 8505                                                                                      <NA>
## 8506                 We are exploring ML methods (and may one day put a model into production)
## 8507                                                             No (we do not use ML methods)
## 8508                                                                                      <NA>
## 8509 We use ML methods for generating insights (but do not put working models into production)
## 8510 We use ML methods for generating insights (but do not put working models into production)
## 8511                 We are exploring ML methods (and may one day put a model into production)
## 8512                                                                                      <NA>
## 8513   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8514                 We are exploring ML methods (and may one day put a model into production)
## 8515   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8516                 We are exploring ML methods (and may one day put a model into production)
## 8517                 We are exploring ML methods (and may one day put a model into production)
## 8518    We have well established ML methods (i.e., models in production for more than 2 years)
## 8519                                                                                      <NA>
## 8520    We have well established ML methods (i.e., models in production for more than 2 years)
## 8521                                                                                      <NA>
## 8522                                                             No (we do not use ML methods)
## 8523   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8524                                                                                      <NA>
## 8525                                                             No (we do not use ML methods)
## 8526                                                                                      <NA>
## 8527 We use ML methods for generating insights (but do not put working models into production)
## 8528                                                                                      <NA>
## 8529                                                                                      <NA>
## 8530                                                             No (we do not use ML methods)
## 8531                                                             No (we do not use ML methods)
## 8532 We use ML methods for generating insights (but do not put working models into production)
## 8533                 We are exploring ML methods (and may one day put a model into production)
## 8534                 We are exploring ML methods (and may one day put a model into production)
## 8535                 We are exploring ML methods (and may one day put a model into production)
## 8536    We have well established ML methods (i.e., models in production for more than 2 years)
## 8537    We have well established ML methods (i.e., models in production for more than 2 years)
## 8538                                                                                      <NA>
## 8539                                                                                      <NA>
## 8540                                                             No (we do not use ML methods)
## 8541   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8542   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8543                                                                                      <NA>
## 8544                                                                                      <NA>
## 8545   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8546                                                                             I do not know
## 8547                                                                                      <NA>
## 8548                                                             No (we do not use ML methods)
## 8549                 We are exploring ML methods (and may one day put a model into production)
## 8550                                                                                      <NA>
## 8551 We use ML methods for generating insights (but do not put working models into production)
## 8552                                                                             I do not know
## 8553                 We are exploring ML methods (and may one day put a model into production)
## 8554 We use ML methods for generating insights (but do not put working models into production)
## 8555                 We are exploring ML methods (and may one day put a model into production)
## 8556                                                                                      <NA>
## 8557    We have well established ML methods (i.e., models in production for more than 2 years)
## 8558                                                                                      <NA>
## 8559                                                                                      <NA>
## 8560                                                             No (we do not use ML methods)
## 8561                                                             No (we do not use ML methods)
## 8562                                                             No (we do not use ML methods)
## 8563                                                                             I do not know
## 8564                 We are exploring ML methods (and may one day put a model into production)
## 8565                                                                                      <NA>
## 8566                                                             No (we do not use ML methods)
## 8567                                                             No (we do not use ML methods)
## 8568                                                                                      <NA>
## 8569 We use ML methods for generating insights (but do not put working models into production)
## 8570                                                                             I do not know
## 8571                                                                                      <NA>
## 8572                                                                                      <NA>
## 8573                                                             No (we do not use ML methods)
## 8574                                                             No (we do not use ML methods)
## 8575 We use ML methods for generating insights (but do not put working models into production)
## 8576    We have well established ML methods (i.e., models in production for more than 2 years)
## 8577                                                             No (we do not use ML methods)
## 8578                                                                             I do not know
## 8579                                                                                      <NA>
## 8580   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8581                                                                                      <NA>
## 8582 We use ML methods for generating insights (but do not put working models into production)
## 8583                 We are exploring ML methods (and may one day put a model into production)
## 8584                                                             No (we do not use ML methods)
## 8585                                                             No (we do not use ML methods)
## 8586                                                                                      <NA>
## 8587                                                             No (we do not use ML methods)
## 8588                 We are exploring ML methods (and may one day put a model into production)
## 8589   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8590                 We are exploring ML methods (and may one day put a model into production)
## 8591                                                                                      <NA>
## 8592   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8593                                                             No (we do not use ML methods)
## 8594   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8595                                                                                      <NA>
## 8596                                                             No (we do not use ML methods)
## 8597                 We are exploring ML methods (and may one day put a model into production)
## 8598   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8599                 We are exploring ML methods (and may one day put a model into production)
## 8600                                                             No (we do not use ML methods)
## 8601                                                                                      <NA>
## 8602   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8603   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8604                                                             No (we do not use ML methods)
## 8605                                                             No (we do not use ML methods)
## 8606                 We are exploring ML methods (and may one day put a model into production)
## 8607                 We are exploring ML methods (and may one day put a model into production)
## 8608   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8609                                                                             I do not know
## 8610                                                             No (we do not use ML methods)
## 8611   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8612                                                             No (we do not use ML methods)
## 8613                                                             No (we do not use ML methods)
## 8614   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8615   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8616   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8617                 We are exploring ML methods (and may one day put a model into production)
## 8618                 We are exploring ML methods (and may one day put a model into production)
## 8619                                                                             I do not know
## 8620                                                                                      <NA>
## 8621                                                                             I do not know
## 8622   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8623                                                             No (we do not use ML methods)
## 8624                 We are exploring ML methods (and may one day put a model into production)
## 8625                 We are exploring ML methods (and may one day put a model into production)
## 8626                                                                                      <NA>
## 8627                                                             No (we do not use ML methods)
## 8628    We have well established ML methods (i.e., models in production for more than 2 years)
## 8629   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8630                                                                                      <NA>
## 8631                 We are exploring ML methods (and may one day put a model into production)
## 8632                                                                             I do not know
## 8633                                                             No (we do not use ML methods)
## 8634    We have well established ML methods (i.e., models in production for more than 2 years)
## 8635                 We are exploring ML methods (and may one day put a model into production)
## 8636                                                                                      <NA>
## 8637 We use ML methods for generating insights (but do not put working models into production)
## 8638    We have well established ML methods (i.e., models in production for more than 2 years)
## 8639                                                                                      <NA>
## 8640   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8641                                                             No (we do not use ML methods)
## 8642                                                                                      <NA>
## 8643                                                                             I do not know
## 8644    We have well established ML methods (i.e., models in production for more than 2 years)
## 8645                 We are exploring ML methods (and may one day put a model into production)
## 8646   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8647   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8648                 We are exploring ML methods (and may one day put a model into production)
## 8649   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8650                                                                                      <NA>
## 8651    We have well established ML methods (i.e., models in production for more than 2 years)
## 8652                                                                                      <NA>
## 8653                                                                                      <NA>
## 8654                                                             No (we do not use ML methods)
## 8655                                                                                      <NA>
## 8656    We have well established ML methods (i.e., models in production for more than 2 years)
## 8657                 We are exploring ML methods (and may one day put a model into production)
## 8658    We have well established ML methods (i.e., models in production for more than 2 years)
## 8659                                                             No (we do not use ML methods)
## 8660   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8661                 We are exploring ML methods (and may one day put a model into production)
## 8662                                                                                      <NA>
## 8663                                                                                      <NA>
## 8664 We use ML methods for generating insights (but do not put working models into production)
## 8665   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8666                                                                                      <NA>
## 8667    We have well established ML methods (i.e., models in production for more than 2 years)
## 8668                                                             No (we do not use ML methods)
## 8669                                                                                      <NA>
## 8670                                                                             I do not know
## 8671                                                                                      <NA>
## 8672                                                             No (we do not use ML methods)
## 8673 We use ML methods for generating insights (but do not put working models into production)
## 8674                                                             No (we do not use ML methods)
## 8675   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8676                                                                                      <NA>
## 8677                                                                                      <NA>
## 8678                                                             No (we do not use ML methods)
## 8679   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8680                                                                                      <NA>
## 8681                 We are exploring ML methods (and may one day put a model into production)
## 8682                                                                             I do not know
## 8683   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8684                                                                                      <NA>
## 8685                 We are exploring ML methods (and may one day put a model into production)
## 8686                                                             No (we do not use ML methods)
## 8687                 We are exploring ML methods (and may one day put a model into production)
## 8688                                                             No (we do not use ML methods)
## 8689   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8690 We use ML methods for generating insights (but do not put working models into production)
## 8691   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8692 We use ML methods for generating insights (but do not put working models into production)
## 8693                                                             No (we do not use ML methods)
## 8694 We use ML methods for generating insights (but do not put working models into production)
## 8695                                                                                      <NA>
## 8696 We use ML methods for generating insights (but do not put working models into production)
## 8697   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8698    We have well established ML methods (i.e., models in production for more than 2 years)
## 8699    We have well established ML methods (i.e., models in production for more than 2 years)
## 8700                                                                                      <NA>
## 8701   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8702                                                             No (we do not use ML methods)
## 8703   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8704 We use ML methods for generating insights (but do not put working models into production)
## 8705                 We are exploring ML methods (and may one day put a model into production)
## 8706                 We are exploring ML methods (and may one day put a model into production)
## 8707    We have well established ML methods (i.e., models in production for more than 2 years)
## 8708   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8709                 We are exploring ML methods (and may one day put a model into production)
## 8710                 We are exploring ML methods (and may one day put a model into production)
## 8711                                                                                      <NA>
## 8712                                                                                      <NA>
## 8713                                                                             I do not know
## 8714                 We are exploring ML methods (and may one day put a model into production)
## 8715   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8716                                                                                      <NA>
## 8717                 We are exploring ML methods (and may one day put a model into production)
## 8718                                                             No (we do not use ML methods)
## 8719                                                             No (we do not use ML methods)
## 8720                 We are exploring ML methods (and may one day put a model into production)
## 8721                                                                                      <NA>
## 8722   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8723                 We are exploring ML methods (and may one day put a model into production)
## 8724                                                                             I do not know
## 8725                                                                                      <NA>
## 8726                 We are exploring ML methods (and may one day put a model into production)
## 8727    We have well established ML methods (i.e., models in production for more than 2 years)
## 8728                                                             No (we do not use ML methods)
## 8729                                                                                      <NA>
## 8730                 We are exploring ML methods (and may one day put a model into production)
## 8731 We use ML methods for generating insights (but do not put working models into production)
## 8732 We use ML methods for generating insights (but do not put working models into production)
## 8733 We use ML methods for generating insights (but do not put working models into production)
## 8734                                                                                      <NA>
## 8735   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8736                                                                                      <NA>
## 8737                 We are exploring ML methods (and may one day put a model into production)
## 8738   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8739                                                             No (we do not use ML methods)
## 8740 We use ML methods for generating insights (but do not put working models into production)
## 8741 We use ML methods for generating insights (but do not put working models into production)
## 8742                 We are exploring ML methods (and may one day put a model into production)
## 8743                                                                                      <NA>
## 8744   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8745                                                                                      <NA>
## 8746                                                                                      <NA>
## 8747                                                             No (we do not use ML methods)
## 8748                                                             No (we do not use ML methods)
## 8749    We have well established ML methods (i.e., models in production for more than 2 years)
## 8750    We have well established ML methods (i.e., models in production for more than 2 years)
## 8751 We use ML methods for generating insights (but do not put working models into production)
## 8752                                                                                      <NA>
## 8753                                                             No (we do not use ML methods)
## 8754 We use ML methods for generating insights (but do not put working models into production)
## 8755                                                                             I do not know
## 8756                                                                                      <NA>
## 8757                                                             No (we do not use ML methods)
## 8758    We have well established ML methods (i.e., models in production for more than 2 years)
## 8759    We have well established ML methods (i.e., models in production for more than 2 years)
## 8760                                                                                      <NA>
## 8761                                                             No (we do not use ML methods)
## 8762 We use ML methods for generating insights (but do not put working models into production)
## 8763                                                             No (we do not use ML methods)
## 8764    We have well established ML methods (i.e., models in production for more than 2 years)
## 8765                                                             No (we do not use ML methods)
## 8766                                                             No (we do not use ML methods)
## 8767    We have well established ML methods (i.e., models in production for more than 2 years)
## 8768                                                             No (we do not use ML methods)
## 8769    We have well established ML methods (i.e., models in production for more than 2 years)
## 8770                                                                                      <NA>
## 8771                 We are exploring ML methods (and may one day put a model into production)
## 8772    We have well established ML methods (i.e., models in production for more than 2 years)
## 8773 We use ML methods for generating insights (but do not put working models into production)
## 8774                                                                                      <NA>
## 8775 We use ML methods for generating insights (but do not put working models into production)
## 8776                 We are exploring ML methods (and may one day put a model into production)
## 8777                                                                                      <NA>
## 8778    We have well established ML methods (i.e., models in production for more than 2 years)
## 8779   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8780                                                                                      <NA>
## 8781   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8782                                                                                      <NA>
## 8783                                                                                      <NA>
## 8784   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8785 We use ML methods for generating insights (but do not put working models into production)
## 8786   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8787   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8788                                                                             I do not know
## 8789                                                             No (we do not use ML methods)
## 8790    We have well established ML methods (i.e., models in production for more than 2 years)
## 8791                                                             No (we do not use ML methods)
## 8792    We have well established ML methods (i.e., models in production for more than 2 years)
## 8793                                                             No (we do not use ML methods)
## 8794                 We are exploring ML methods (and may one day put a model into production)
## 8795                 We are exploring ML methods (and may one day put a model into production)
## 8796                                                                                      <NA>
## 8797 We use ML methods for generating insights (but do not put working models into production)
## 8798                                                             No (we do not use ML methods)
## 8799                                                                                      <NA>
## 8800 We use ML methods for generating insights (but do not put working models into production)
## 8801                                                                             I do not know
## 8802   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8803   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8804                 We are exploring ML methods (and may one day put a model into production)
## 8805                                                                             I do not know
## 8806                                                                             I do not know
## 8807                 We are exploring ML methods (and may one day put a model into production)
## 8808                                                                             I do not know
## 8809                                                                                      <NA>
## 8810                                                                                      <NA>
## 8811                                                                                      <NA>
## 8812                                                             No (we do not use ML methods)
## 8813   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8814                 We are exploring ML methods (and may one day put a model into production)
## 8815                                                                                      <NA>
## 8816    We have well established ML methods (i.e., models in production for more than 2 years)
## 8817                                                             No (we do not use ML methods)
## 8818                 We are exploring ML methods (and may one day put a model into production)
## 8819 We use ML methods for generating insights (but do not put working models into production)
## 8820                                                             No (we do not use ML methods)
## 8821                                                                                      <NA>
## 8822                                                             No (we do not use ML methods)
## 8823 We use ML methods for generating insights (but do not put working models into production)
## 8824                 We are exploring ML methods (and may one day put a model into production)
## 8825                                                             No (we do not use ML methods)
## 8826                 We are exploring ML methods (and may one day put a model into production)
## 8827    We have well established ML methods (i.e., models in production for more than 2 years)
## 8828                                                                                      <NA>
## 8829                                                                                      <NA>
## 8830                                                                             I do not know
## 8831 We use ML methods for generating insights (but do not put working models into production)
## 8832                                                                             I do not know
## 8833                                                             No (we do not use ML methods)
## 8834   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8835                                                                                      <NA>
## 8836    We have well established ML methods (i.e., models in production for more than 2 years)
## 8837    We have well established ML methods (i.e., models in production for more than 2 years)
## 8838                                                                             I do not know
## 8839   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8840    We have well established ML methods (i.e., models in production for more than 2 years)
## 8841                                                             No (we do not use ML methods)
## 8842   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8843                                                                                      <NA>
## 8844                                                             No (we do not use ML methods)
## 8845                 We are exploring ML methods (and may one day put a model into production)
## 8846   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8847 We use ML methods for generating insights (but do not put working models into production)
## 8848   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8849                                                                                      <NA>
## 8850                                                                                      <NA>
## 8851                                                             No (we do not use ML methods)
## 8852                                                                                      <NA>
## 8853    We have well established ML methods (i.e., models in production for more than 2 years)
## 8854 We use ML methods for generating insights (but do not put working models into production)
## 8855                                                             No (we do not use ML methods)
## 8856                                                             No (we do not use ML methods)
## 8857 We use ML methods for generating insights (but do not put working models into production)
## 8858                                                             No (we do not use ML methods)
## 8859                                                                                      <NA>
## 8860                                                                                      <NA>
## 8861    We have well established ML methods (i.e., models in production for more than 2 years)
## 8862                 We are exploring ML methods (and may one day put a model into production)
## 8863                 We are exploring ML methods (and may one day put a model into production)
## 8864                                                                                      <NA>
## 8865   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8866    We have well established ML methods (i.e., models in production for more than 2 years)
## 8867                 We are exploring ML methods (and may one day put a model into production)
## 8868    We have well established ML methods (i.e., models in production for more than 2 years)
## 8869    We have well established ML methods (i.e., models in production for more than 2 years)
## 8870   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8871                 We are exploring ML methods (and may one day put a model into production)
## 8872                                                                                      <NA>
## 8873   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8874 We use ML methods for generating insights (but do not put working models into production)
## 8875                                                                                      <NA>
## 8876                                                             No (we do not use ML methods)
## 8877                 We are exploring ML methods (and may one day put a model into production)
## 8878   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8879    We have well established ML methods (i.e., models in production for more than 2 years)
## 8880                 We are exploring ML methods (and may one day put a model into production)
## 8881    We have well established ML methods (i.e., models in production for more than 2 years)
## 8882   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8883    We have well established ML methods (i.e., models in production for more than 2 years)
## 8884                 We are exploring ML methods (and may one day put a model into production)
## 8885 We use ML methods for generating insights (but do not put working models into production)
## 8886                                                                                      <NA>
## 8887                 We are exploring ML methods (and may one day put a model into production)
## 8888   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8889                                                             No (we do not use ML methods)
## 8890    We have well established ML methods (i.e., models in production for more than 2 years)
## 8891                 We are exploring ML methods (and may one day put a model into production)
## 8892                 We are exploring ML methods (and may one day put a model into production)
## 8893 We use ML methods for generating insights (but do not put working models into production)
## 8894                                                             No (we do not use ML methods)
## 8895                 We are exploring ML methods (and may one day put a model into production)
## 8896                                                                                      <NA>
## 8897                                                                                      <NA>
## 8898   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8899   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8900                                                                                      <NA>
## 8901 We use ML methods for generating insights (but do not put working models into production)
## 8902                                                                                      <NA>
## 8903                 We are exploring ML methods (and may one day put a model into production)
## 8904                                                                                      <NA>
## 8905   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8906   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8907                                                                                      <NA>
## 8908                 We are exploring ML methods (and may one day put a model into production)
## 8909                                                                                      <NA>
## 8910                                                                                      <NA>
## 8911                 We are exploring ML methods (and may one day put a model into production)
## 8912 We use ML methods for generating insights (but do not put working models into production)
## 8913                                                                                      <NA>
## 8914   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8915 We use ML methods for generating insights (but do not put working models into production)
## 8916                                                                                      <NA>
## 8917                                                                                      <NA>
## 8918   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8919 We use ML methods for generating insights (but do not put working models into production)
## 8920                 We are exploring ML methods (and may one day put a model into production)
## 8921                 We are exploring ML methods (and may one day put a model into production)
## 8922    We have well established ML methods (i.e., models in production for more than 2 years)
## 8923                                                                             I do not know
## 8924    We have well established ML methods (i.e., models in production for more than 2 years)
## 8925                                                                                      <NA>
## 8926                                                             No (we do not use ML methods)
## 8927                 We are exploring ML methods (and may one day put a model into production)
## 8928                 We are exploring ML methods (and may one day put a model into production)
## 8929                                                             No (we do not use ML methods)
## 8930                 We are exploring ML methods (and may one day put a model into production)
## 8931   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8932    We have well established ML methods (i.e., models in production for more than 2 years)
## 8933                 We are exploring ML methods (and may one day put a model into production)
## 8934                 We are exploring ML methods (and may one day put a model into production)
## 8935                 We are exploring ML methods (and may one day put a model into production)
## 8936    We have well established ML methods (i.e., models in production for more than 2 years)
## 8937                                                                                      <NA>
## 8938                 We are exploring ML methods (and may one day put a model into production)
## 8939                 We are exploring ML methods (and may one day put a model into production)
## 8940   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8941    We have well established ML methods (i.e., models in production for more than 2 years)
## 8942   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8943   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8944   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8945                 We are exploring ML methods (and may one day put a model into production)
## 8946   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8947   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8948                                                                                      <NA>
## 8949                 We are exploring ML methods (and may one day put a model into production)
## 8950                                                                                      <NA>
## 8951                                                                                      <NA>
## 8952   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8953    We have well established ML methods (i.e., models in production for more than 2 years)
## 8954   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8955   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8956   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8957                                                             No (we do not use ML methods)
## 8958   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8959                                                             No (we do not use ML methods)
## 8960    We have well established ML methods (i.e., models in production for more than 2 years)
## 8961                                                             No (we do not use ML methods)
## 8962 We use ML methods for generating insights (but do not put working models into production)
## 8963                 We are exploring ML methods (and may one day put a model into production)
## 8964   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8965                                                                                      <NA>
## 8966   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8967                                                             No (we do not use ML methods)
## 8968                                                                                      <NA>
## 8969                 We are exploring ML methods (and may one day put a model into production)
## 8970                 We are exploring ML methods (and may one day put a model into production)
## 8971    We have well established ML methods (i.e., models in production for more than 2 years)
## 8972                                                                                      <NA>
## 8973                                                             No (we do not use ML methods)
## 8974    We have well established ML methods (i.e., models in production for more than 2 years)
## 8975                                                                                      <NA>
## 8976                 We are exploring ML methods (and may one day put a model into production)
## 8977   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8978    We have well established ML methods (i.e., models in production for more than 2 years)
## 8979                                                                                      <NA>
## 8980 We use ML methods for generating insights (but do not put working models into production)
## 8981                                                             No (we do not use ML methods)
## 8982                                                                             I do not know
## 8983    We have well established ML methods (i.e., models in production for more than 2 years)
## 8984                 We are exploring ML methods (and may one day put a model into production)
## 8985    We have well established ML methods (i.e., models in production for more than 2 years)
## 8986                                                             No (we do not use ML methods)
## 8987                                                                             I do not know
## 8988   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8989                                                                                      <NA>
## 8990 We use ML methods for generating insights (but do not put working models into production)
## 8991                                                                                      <NA>
## 8992    We have well established ML methods (i.e., models in production for more than 2 years)
## 8993                 We are exploring ML methods (and may one day put a model into production)
## 8994                 We are exploring ML methods (and may one day put a model into production)
## 8995                                                                                      <NA>
## 8996                                                                                      <NA>
## 8997    We have well established ML methods (i.e., models in production for more than 2 years)
## 8998    We have well established ML methods (i.e., models in production for more than 2 years)
## 8999    We have well established ML methods (i.e., models in production for more than 2 years)
## 9000                                                             No (we do not use ML methods)
## 9001                                                                                      <NA>
## 9002 We use ML methods for generating insights (but do not put working models into production)
## 9003    We have well established ML methods (i.e., models in production for more than 2 years)
## 9004                                                                                      <NA>
## 9005                                                                                      <NA>
## 9006                                                                                      <NA>
## 9007    We have well established ML methods (i.e., models in production for more than 2 years)
## 9008                 We are exploring ML methods (and may one day put a model into production)
## 9009                                                                                      <NA>
## 9010   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9011                                                                                      <NA>
## 9012                 We are exploring ML methods (and may one day put a model into production)
## 9013                                                                                      <NA>
## 9014   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9015                 We are exploring ML methods (and may one day put a model into production)
## 9016                                                                                      <NA>
## 9017                 We are exploring ML methods (and may one day put a model into production)
## 9018    We have well established ML methods (i.e., models in production for more than 2 years)
## 9019                                                                                      <NA>
## 9020 We use ML methods for generating insights (but do not put working models into production)
## 9021                                                                                      <NA>
## 9022    We have well established ML methods (i.e., models in production for more than 2 years)
## 9023   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9024                                                                                      <NA>
## 9025 We use ML methods for generating insights (but do not put working models into production)
## 9026                 We are exploring ML methods (and may one day put a model into production)
## 9027                                                             No (we do not use ML methods)
## 9028   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9029   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9030                                                                                      <NA>
## 9031 We use ML methods for generating insights (but do not put working models into production)
## 9032                                                                                      <NA>
## 9033                                                                             I do not know
## 9034    We have well established ML methods (i.e., models in production for more than 2 years)
## 9035                                                                                      <NA>
## 9036   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9037   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9038                                                             No (we do not use ML methods)
## 9039   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9040                                                                                      <NA>
## 9041                 We are exploring ML methods (and may one day put a model into production)
## 9042                                                                                      <NA>
## 9043                 We are exploring ML methods (and may one day put a model into production)
## 9044    We have well established ML methods (i.e., models in production for more than 2 years)
## 9045 We use ML methods for generating insights (but do not put working models into production)
## 9046                                                                                      <NA>
## 9047                                                                             I do not know
## 9048                                                                                      <NA>
## 9049                 We are exploring ML methods (and may one day put a model into production)
## 9050                                                                                      <NA>
## 9051                 We are exploring ML methods (and may one day put a model into production)
## 9052    We have well established ML methods (i.e., models in production for more than 2 years)
## 9053                                                                                      <NA>
## 9054                                                                                      <NA>
## 9055 We use ML methods for generating insights (but do not put working models into production)
## 9056   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9057                                                                                      <NA>
## 9058                 We are exploring ML methods (and may one day put a model into production)
## 9059                 We are exploring ML methods (and may one day put a model into production)
## 9060                                                                                      <NA>
## 9061                 We are exploring ML methods (and may one day put a model into production)
## 9062                                                                             I do not know
## 9063    We have well established ML methods (i.e., models in production for more than 2 years)
## 9064                 We are exploring ML methods (and may one day put a model into production)
## 9065                                                                             I do not know
## 9066                                                                                      <NA>
## 9067                                                             No (we do not use ML methods)
## 9068                 We are exploring ML methods (and may one day put a model into production)
## 9069                                                                                      <NA>
## 9070   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9071                                                                                      <NA>
## 9072   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9073 We use ML methods for generating insights (but do not put working models into production)
## 9074                 We are exploring ML methods (and may one day put a model into production)
## 9075   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9076                                                             No (we do not use ML methods)
## 9077   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9078 We use ML methods for generating insights (but do not put working models into production)
## 9079                                                                                      <NA>
## 9080                 We are exploring ML methods (and may one day put a model into production)
## 9081   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9082                                                                                      <NA>
## 9083                                                                                      <NA>
## 9084                 We are exploring ML methods (and may one day put a model into production)
## 9085                                                                             I do not know
## 9086 We use ML methods for generating insights (but do not put working models into production)
## 9087    We have well established ML methods (i.e., models in production for more than 2 years)
## 9088                                                                                      <NA>
## 9089                                                                                      <NA>
## 9090                 We are exploring ML methods (and may one day put a model into production)
## 9091                                                                                      <NA>
## 9092                                                                                      <NA>
## 9093                                                                                      <NA>
## 9094                                                             No (we do not use ML methods)
## 9095                                                             No (we do not use ML methods)
## 9096                                                                                      <NA>
## 9097    We have well established ML methods (i.e., models in production for more than 2 years)
## 9098                                                                                      <NA>
## 9099                                                             No (we do not use ML methods)
## 9100                                                                                      <NA>
## 9101                                                                                      <NA>
## 9102   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9103                                                                             I do not know
## 9104                                                                                      <NA>
## 9105                                                                                      <NA>
## 9106   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9107                 We are exploring ML methods (and may one day put a model into production)
## 9108                                                                                      <NA>
## 9109                                                                                      <NA>
## 9110                                                                             I do not know
## 9111   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9112    We have well established ML methods (i.e., models in production for more than 2 years)
## 9113    We have well established ML methods (i.e., models in production for more than 2 years)
## 9114    We have well established ML methods (i.e., models in production for more than 2 years)
## 9115   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9116                                                                                      <NA>
## 9117                                                                             I do not know
## 9118                                                                                      <NA>
## 9119                                                             No (we do not use ML methods)
## 9120   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9121   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9122                                                                             I do not know
## 9123                                                                                      <NA>
## 9124                                                             No (we do not use ML methods)
## 9125    We have well established ML methods (i.e., models in production for more than 2 years)
## 9126                                                                                      <NA>
## 9127 We use ML methods for generating insights (but do not put working models into production)
## 9128                                                                             I do not know
## 9129                                                                                      <NA>
## 9130                                                                                      <NA>
## 9131                                                                                      <NA>
## 9132   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9133                 We are exploring ML methods (and may one day put a model into production)
## 9134                 We are exploring ML methods (and may one day put a model into production)
## 9135                                                             No (we do not use ML methods)
## 9136                                                             No (we do not use ML methods)
## 9137                                                                                      <NA>
## 9138    We have well established ML methods (i.e., models in production for more than 2 years)
## 9139                                                             No (we do not use ML methods)
## 9140                                                                                      <NA>
## 9141                                                             No (we do not use ML methods)
## 9142                                                             No (we do not use ML methods)
## 9143                 We are exploring ML methods (and may one day put a model into production)
## 9144                 We are exploring ML methods (and may one day put a model into production)
## 9145 We use ML methods for generating insights (but do not put working models into production)
## 9146                                                                                      <NA>
## 9147                                                                                      <NA>
## 9148                                                                             I do not know
## 9149                                                                                      <NA>
## 9150                                                             No (we do not use ML methods)
## 9151                                                                                      <NA>
## 9152                                                             No (we do not use ML methods)
## 9153 We use ML methods for generating insights (but do not put working models into production)
## 9154 We use ML methods for generating insights (but do not put working models into production)
## 9155    We have well established ML methods (i.e., models in production for more than 2 years)
## 9156                                                                                      <NA>
## 9157                                                             No (we do not use ML methods)
## 9158                                                             No (we do not use ML methods)
## 9159                                                             No (we do not use ML methods)
## 9160                                                                                      <NA>
## 9161                 We are exploring ML methods (and may one day put a model into production)
## 9162   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9163                                                                                      <NA>
## 9164                                                                             I do not know
## 9165                                                                                      <NA>
## 9166                 We are exploring ML methods (and may one day put a model into production)
## 9167    We have well established ML methods (i.e., models in production for more than 2 years)
## 9168                 We are exploring ML methods (and may one day put a model into production)
## 9169                                                                                      <NA>
## 9170                                                                                      <NA>
## 9171                                                             No (we do not use ML methods)
## 9172                                                                                      <NA>
## 9173                                                                                      <NA>
## 9174    We have well established ML methods (i.e., models in production for more than 2 years)
## 9175                 We are exploring ML methods (and may one day put a model into production)
## 9176                                                                                      <NA>
## 9177                                                                             I do not know
## 9178    We have well established ML methods (i.e., models in production for more than 2 years)
## 9179                                                                             I do not know
## 9180                                                             No (we do not use ML methods)
## 9181    We have well established ML methods (i.e., models in production for more than 2 years)
## 9182    We have well established ML methods (i.e., models in production for more than 2 years)
## 9183                                                                                      <NA>
## 9184    We have well established ML methods (i.e., models in production for more than 2 years)
## 9185                                                                             I do not know
## 9186                                                                                      <NA>
## 9187                 We are exploring ML methods (and may one day put a model into production)
## 9188                                                             No (we do not use ML methods)
## 9189   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9190                                                                             I do not know
## 9191                 We are exploring ML methods (and may one day put a model into production)
## 9192                                                                                      <NA>
## 9193                                                                                      <NA>
## 9194                                                                                      <NA>
## 9195   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9196                                                                                      <NA>
## 9197                                                                                      <NA>
## 9198                                                                                      <NA>
## 9199   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9200 We use ML methods for generating insights (but do not put working models into production)
## 9201                                                                                      <NA>
## 9202   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9203    We have well established ML methods (i.e., models in production for more than 2 years)
## 9204                                                                                      <NA>
## 9205                                                                                      <NA>
## 9206                                                                                      <NA>
## 9207                 We are exploring ML methods (and may one day put a model into production)
## 9208                 We are exploring ML methods (and may one day put a model into production)
## 9209                                                                             I do not know
## 9210    We have well established ML methods (i.e., models in production for more than 2 years)
## 9211 We use ML methods for generating insights (but do not put working models into production)
## 9212                                                             No (we do not use ML methods)
## 9213 We use ML methods for generating insights (but do not put working models into production)
## 9214                                                                             I do not know
## 9215                                                                                      <NA>
## 9216                 We are exploring ML methods (and may one day put a model into production)
## 9217                                                                             I do not know
## 9218                                                                                      <NA>
## 9219                                                                                      <NA>
## 9220                 We are exploring ML methods (and may one day put a model into production)
## 9221    We have well established ML methods (i.e., models in production for more than 2 years)
## 9222                                                             No (we do not use ML methods)
## 9223                                                                                      <NA>
## 9224                                                                                      <NA>
## 9225                                                                                      <NA>
## 9226                                                                                      <NA>
## 9227 We use ML methods for generating insights (but do not put working models into production)
## 9228                                                                                      <NA>
## 9229                                                             No (we do not use ML methods)
## 9230   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9231                                                             No (we do not use ML methods)
## 9232    We have well established ML methods (i.e., models in production for more than 2 years)
## 9233                                                             No (we do not use ML methods)
## 9234                                                                                      <NA>
## 9235                 We are exploring ML methods (and may one day put a model into production)
## 9236                                                                                      <NA>
## 9237 We use ML methods for generating insights (but do not put working models into production)
## 9238    We have well established ML methods (i.e., models in production for more than 2 years)
## 9239                 We are exploring ML methods (and may one day put a model into production)
## 9240                                                                                      <NA>
## 9241 We use ML methods for generating insights (but do not put working models into production)
## 9242                                                                             I do not know
## 9243                                                                                      <NA>
## 9244                                                                                      <NA>
## 9245                                                                                      <NA>
## 9246                                                                                      <NA>
## 9247 We use ML methods for generating insights (but do not put working models into production)
## 9248                                                             No (we do not use ML methods)
## 9249   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9250                                                                                      <NA>
## 9251    We have well established ML methods (i.e., models in production for more than 2 years)
## 9252   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9253                 We are exploring ML methods (and may one day put a model into production)
## 9254                 We are exploring ML methods (and may one day put a model into production)
## 9255    We have well established ML methods (i.e., models in production for more than 2 years)
## 9256                                                             No (we do not use ML methods)
## 9257    We have well established ML methods (i.e., models in production for more than 2 years)
## 9258   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9259                                                                                      <NA>
## 9260   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9261                                                                             I do not know
## 9262                 We are exploring ML methods (and may one day put a model into production)
## 9263   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9264                 We are exploring ML methods (and may one day put a model into production)
## 9265                 We are exploring ML methods (and may one day put a model into production)
## 9266                 We are exploring ML methods (and may one day put a model into production)
## 9267   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9268                 We are exploring ML methods (and may one day put a model into production)
## 9269                                                                                      <NA>
## 9270                                                             No (we do not use ML methods)
## 9271                                                                                      <NA>
## 9272                                                                                      <NA>
## 9273                                                                             I do not know
## 9274   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9275                                                             No (we do not use ML methods)
## 9276   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9277                 We are exploring ML methods (and may one day put a model into production)
## 9278                                                                                      <NA>
## 9279                 We are exploring ML methods (and may one day put a model into production)
## 9280                                                                                      <NA>
## 9281                                                             No (we do not use ML methods)
## 9282                 We are exploring ML methods (and may one day put a model into production)
## 9283   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9284 We use ML methods for generating insights (but do not put working models into production)
## 9285                                                                                      <NA>
## 9286   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9287   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9288                                                                                      <NA>
## 9289                                                                                      <NA>
## 9290                                                                                      <NA>
## 9291   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9292 We use ML methods for generating insights (but do not put working models into production)
## 9293                                                                                      <NA>
## 9294                                                                                      <NA>
## 9295 We use ML methods for generating insights (but do not put working models into production)
## 9296                                                                             I do not know
## 9297                                                                                      <NA>
## 9298    We have well established ML methods (i.e., models in production for more than 2 years)
## 9299                 We are exploring ML methods (and may one day put a model into production)
## 9300   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9301    We have well established ML methods (i.e., models in production for more than 2 years)
## 9302    We have well established ML methods (i.e., models in production for more than 2 years)
## 9303                                                             No (we do not use ML methods)
## 9304 We use ML methods for generating insights (but do not put working models into production)
## 9305                 We are exploring ML methods (and may one day put a model into production)
## 9306                                                                                      <NA>
## 9307                                                                                      <NA>
## 9308                                                                                      <NA>
## 9309   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9310 We use ML methods for generating insights (but do not put working models into production)
## 9311                 We are exploring ML methods (and may one day put a model into production)
## 9312                 We are exploring ML methods (and may one day put a model into production)
## 9313   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9314                                                                                      <NA>
## 9315    We have well established ML methods (i.e., models in production for more than 2 years)
## 9316 We use ML methods for generating insights (but do not put working models into production)
## 9317 We use ML methods for generating insights (but do not put working models into production)
## 9318                                                                                      <NA>
## 9319                                                             No (we do not use ML methods)
## 9320                                                                                      <NA>
## 9321   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9322 We use ML methods for generating insights (but do not put working models into production)
## 9323   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9324                                                             No (we do not use ML methods)
## 9325 We use ML methods for generating insights (but do not put working models into production)
## 9326                                                                                      <NA>
## 9327 We use ML methods for generating insights (but do not put working models into production)
## 9328                                                                                      <NA>
## 9329                                                             No (we do not use ML methods)
## 9330                 We are exploring ML methods (and may one day put a model into production)
## 9331    We have well established ML methods (i.e., models in production for more than 2 years)
## 9332                                                             No (we do not use ML methods)
## 9333                                                                             I do not know
## 9334                                                             No (we do not use ML methods)
## 9335                                                             No (we do not use ML methods)
## 9336                                                                                      <NA>
## 9337   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9338 We use ML methods for generating insights (but do not put working models into production)
## 9339                                                                             I do not know
## 9340                 We are exploring ML methods (and may one day put a model into production)
## 9341                                                                                      <NA>
## 9342                                                                                      <NA>
## 9343                                                                                      <NA>
## 9344                                                             No (we do not use ML methods)
## 9345                                                                                      <NA>
## 9346 We use ML methods for generating insights (but do not put working models into production)
## 9347                                                             No (we do not use ML methods)
## 9348                                                                                      <NA>
## 9349                                                             No (we do not use ML methods)
## 9350                 We are exploring ML methods (and may one day put a model into production)
## 9351                                                                                      <NA>
## 9352                                                                                      <NA>
## 9353                                                                                      <NA>
## 9354                                                                             I do not know
## 9355                 We are exploring ML methods (and may one day put a model into production)
## 9356                                                             No (we do not use ML methods)
## 9357   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9358                 We are exploring ML methods (and may one day put a model into production)
## 9359                                                             No (we do not use ML methods)
## 9360   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9361    We have well established ML methods (i.e., models in production for more than 2 years)
## 9362                                                                                      <NA>
## 9363    We have well established ML methods (i.e., models in production for more than 2 years)
## 9364                 We are exploring ML methods (and may one day put a model into production)
## 9365                 We are exploring ML methods (and may one day put a model into production)
## 9366                                                                             I do not know
## 9367                                                                                      <NA>
## 9368                                                             No (we do not use ML methods)
## 9369                                                                             I do not know
## 9370                                                             No (we do not use ML methods)
## 9371                                                             No (we do not use ML methods)
## 9372   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9373                                                             No (we do not use ML methods)
## 9374                 We are exploring ML methods (and may one day put a model into production)
## 9375 We use ML methods for generating insights (but do not put working models into production)
## 9376    We have well established ML methods (i.e., models in production for more than 2 years)
## 9377    We have well established ML methods (i.e., models in production for more than 2 years)
## 9378                                                                             I do not know
## 9379                 We are exploring ML methods (and may one day put a model into production)
## 9380                                                                                      <NA>
## 9381                                                             No (we do not use ML methods)
## 9382                                                                                      <NA>
## 9383   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9384                                                             No (we do not use ML methods)
## 9385 We use ML methods for generating insights (but do not put working models into production)
## 9386                                                             No (we do not use ML methods)
## 9387                                                                                      <NA>
## 9388 We use ML methods for generating insights (but do not put working models into production)
## 9389                                                                                      <NA>
## 9390                                                                                      <NA>
## 9391                 We are exploring ML methods (and may one day put a model into production)
## 9392                 We are exploring ML methods (and may one day put a model into production)
## 9393                                                                                      <NA>
## 9394    We have well established ML methods (i.e., models in production for more than 2 years)
## 9395    We have well established ML methods (i.e., models in production for more than 2 years)
## 9396                 We are exploring ML methods (and may one day put a model into production)
## 9397                                                                             I do not know
## 9398   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9399                                                             No (we do not use ML methods)
## 9400                 We are exploring ML methods (and may one day put a model into production)
## 9401                                                             No (we do not use ML methods)
## 9402                                                                                      <NA>
## 9403                 We are exploring ML methods (and may one day put a model into production)
## 9404                 We are exploring ML methods (and may one day put a model into production)
## 9405                 We are exploring ML methods (and may one day put a model into production)
## 9406    We have well established ML methods (i.e., models in production for more than 2 years)
## 9407   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9408   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9409                 We are exploring ML methods (and may one day put a model into production)
## 9410                                                             No (we do not use ML methods)
## 9411                 We are exploring ML methods (and may one day put a model into production)
## 9412                 We are exploring ML methods (and may one day put a model into production)
## 9413    We have well established ML methods (i.e., models in production for more than 2 years)
## 9414    We have well established ML methods (i.e., models in production for more than 2 years)
## 9415                 We are exploring ML methods (and may one day put a model into production)
## 9416                                                             No (we do not use ML methods)
## 9417   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9418                                                                                      <NA>
## 9419                 We are exploring ML methods (and may one day put a model into production)
## 9420                                                                                      <NA>
## 9421                                                             No (we do not use ML methods)
## 9422                                                                                      <NA>
## 9423   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9424   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9425                 We are exploring ML methods (and may one day put a model into production)
## 9426   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9427    We have well established ML methods (i.e., models in production for more than 2 years)
## 9428 We use ML methods for generating insights (but do not put working models into production)
## 9429 We use ML methods for generating insights (but do not put working models into production)
## 9430                                                                                      <NA>
## 9431                                                                             I do not know
## 9432                                                             No (we do not use ML methods)
## 9433                                                             No (we do not use ML methods)
## 9434                 We are exploring ML methods (and may one day put a model into production)
## 9435                 We are exploring ML methods (and may one day put a model into production)
## 9436                                                             No (we do not use ML methods)
## 9437                                                             No (we do not use ML methods)
## 9438                                                                                      <NA>
## 9439   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9440                 We are exploring ML methods (and may one day put a model into production)
## 9441                                                                                      <NA>
## 9442                                                                                      <NA>
## 9443                                                                             I do not know
## 9444   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9445                                                                                      <NA>
## 9446   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9447                 We are exploring ML methods (and may one day put a model into production)
## 9448    We have well established ML methods (i.e., models in production for more than 2 years)
## 9449                 We are exploring ML methods (and may one day put a model into production)
## 9450                                                                             I do not know
## 9451    We have well established ML methods (i.e., models in production for more than 2 years)
## 9452    We have well established ML methods (i.e., models in production for more than 2 years)
## 9453   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9454                                                                                      <NA>
## 9455                                                                                      <NA>
## 9456                 We are exploring ML methods (and may one day put a model into production)
## 9457                 We are exploring ML methods (and may one day put a model into production)
## 9458    We have well established ML methods (i.e., models in production for more than 2 years)
## 9459                                                             No (we do not use ML methods)
## 9460    We have well established ML methods (i.e., models in production for more than 2 years)
## 9461 We use ML methods for generating insights (but do not put working models into production)
## 9462                 We are exploring ML methods (and may one day put a model into production)
## 9463                 We are exploring ML methods (and may one day put a model into production)
## 9464   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9465   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9466   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9467                                                                                      <NA>
## 9468    We have well established ML methods (i.e., models in production for more than 2 years)
## 9469                                                             No (we do not use ML methods)
## 9470   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9471                                                             No (we do not use ML methods)
## 9472                                                                                      <NA>
## 9473   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9474                                                             No (we do not use ML methods)
## 9475                                                                             I do not know
## 9476                                                             No (we do not use ML methods)
## 9477                                                                                      <NA>
## 9478    We have well established ML methods (i.e., models in production for more than 2 years)
## 9479                                                                                      <NA>
## 9480   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9481                                                                                      <NA>
## 9482   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9483 We use ML methods for generating insights (but do not put working models into production)
## 9484                 We are exploring ML methods (and may one day put a model into production)
## 9485                 We are exploring ML methods (and may one day put a model into production)
## 9486                                                             No (we do not use ML methods)
## 9487                                                                                      <NA>
## 9488                                                             No (we do not use ML methods)
## 9489 We use ML methods for generating insights (but do not put working models into production)
## 9490   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9491                                                                                      <NA>
## 9492                                                                                      <NA>
## 9493   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9494   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9495                                                                                      <NA>
## 9496    We have well established ML methods (i.e., models in production for more than 2 years)
## 9497 We use ML methods for generating insights (but do not put working models into production)
## 9498    We have well established ML methods (i.e., models in production for more than 2 years)
## 9499                                                             No (we do not use ML methods)
## 9500                                                                             I do not know
## 9501    We have well established ML methods (i.e., models in production for more than 2 years)
## 9502                                                             No (we do not use ML methods)
## 9503                                                             No (we do not use ML methods)
## 9504                 We are exploring ML methods (and may one day put a model into production)
## 9505                                                             No (we do not use ML methods)
## 9506                                                                                      <NA>
## 9507    We have well established ML methods (i.e., models in production for more than 2 years)
## 9508 We use ML methods for generating insights (but do not put working models into production)
## 9509                 We are exploring ML methods (and may one day put a model into production)
## 9510    We have well established ML methods (i.e., models in production for more than 2 years)
## 9511 We use ML methods for generating insights (but do not put working models into production)
## 9512                 We are exploring ML methods (and may one day put a model into production)
## 9513                 We are exploring ML methods (and may one day put a model into production)
## 9514                                                             No (we do not use ML methods)
## 9515    We have well established ML methods (i.e., models in production for more than 2 years)
## 9516                 We are exploring ML methods (and may one day put a model into production)
## 9517                 We are exploring ML methods (and may one day put a model into production)
## 9518   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9519                 We are exploring ML methods (and may one day put a model into production)
## 9520   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9521                 We are exploring ML methods (and may one day put a model into production)
## 9522 We use ML methods for generating insights (but do not put working models into production)
## 9523                 We are exploring ML methods (and may one day put a model into production)
## 9524                 We are exploring ML methods (and may one day put a model into production)
## 9525   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9526                                                                                      <NA>
## 9527                 We are exploring ML methods (and may one day put a model into production)
## 9528                 We are exploring ML methods (and may one day put a model into production)
## 9529                                                             No (we do not use ML methods)
## 9530   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9531                                                             No (we do not use ML methods)
## 9532                                                             No (we do not use ML methods)
## 9533   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9534    We have well established ML methods (i.e., models in production for more than 2 years)
## 9535   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9536                                                                                      <NA>
## 9537 We use ML methods for generating insights (but do not put working models into production)
## 9538   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9539                                                             No (we do not use ML methods)
## 9540    We have well established ML methods (i.e., models in production for more than 2 years)
## 9541                                                                                      <NA>
## 9542                                                             No (we do not use ML methods)
## 9543                                                             No (we do not use ML methods)
## 9544                                                                                      <NA>
## 9545 We use ML methods for generating insights (but do not put working models into production)
## 9546                                                             No (we do not use ML methods)
## 9547                                                                                      <NA>
## 9548                                                                                      <NA>
## 9549                                                             No (we do not use ML methods)
## 9550                                                             No (we do not use ML methods)
## 9551                                                                                      <NA>
## 9552   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9553                 We are exploring ML methods (and may one day put a model into production)
## 9554                                                             No (we do not use ML methods)
## 9555    We have well established ML methods (i.e., models in production for more than 2 years)
## 9556    We have well established ML methods (i.e., models in production for more than 2 years)
## 9557                                                                             I do not know
## 9558                                                                                      <NA>
## 9559                                                                                      <NA>
## 9560                 We are exploring ML methods (and may one day put a model into production)
## 9561   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9562                                                                                      <NA>
## 9563                                                             No (we do not use ML methods)
## 9564                 We are exploring ML methods (and may one day put a model into production)
## 9565    We have well established ML methods (i.e., models in production for more than 2 years)
## 9566   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9567                                                                                      <NA>
## 9568    We have well established ML methods (i.e., models in production for more than 2 years)
## 9569    We have well established ML methods (i.e., models in production for more than 2 years)
## 9570                 We are exploring ML methods (and may one day put a model into production)
## 9571                 We are exploring ML methods (and may one day put a model into production)
## 9572                 We are exploring ML methods (and may one day put a model into production)
## 9573                                                             No (we do not use ML methods)
## 9574    We have well established ML methods (i.e., models in production for more than 2 years)
## 9575                                                             No (we do not use ML methods)
## 9576                                                                                      <NA>
## 9577                                                                             I do not know
## 9578                                                                                      <NA>
## 9579   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9580                                                             No (we do not use ML methods)
## 9581                                                             No (we do not use ML methods)
## 9582                                                             No (we do not use ML methods)
## 9583    We have well established ML methods (i.e., models in production for more than 2 years)
## 9584                                                                             I do not know
## 9585    We have well established ML methods (i.e., models in production for more than 2 years)
## 9586                 We are exploring ML methods (and may one day put a model into production)
## 9587                 We are exploring ML methods (and may one day put a model into production)
## 9588                                                                                      <NA>
## 9589                 We are exploring ML methods (and may one day put a model into production)
## 9590                 We are exploring ML methods (and may one day put a model into production)
## 9591                                                             No (we do not use ML methods)
## 9592                                                                                      <NA>
## 9593 We use ML methods for generating insights (but do not put working models into production)
## 9594   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9595                 We are exploring ML methods (and may one day put a model into production)
## 9596   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9597    We have well established ML methods (i.e., models in production for more than 2 years)
## 9598    We have well established ML methods (i.e., models in production for more than 2 years)
## 9599 We use ML methods for generating insights (but do not put working models into production)
## 9600                                                                                      <NA>
## 9601                                                                                      <NA>
## 9602 We use ML methods for generating insights (but do not put working models into production)
## 9603    We have well established ML methods (i.e., models in production for more than 2 years)
## 9604                                                                                      <NA>
## 9605                                                             No (we do not use ML methods)
## 9606                 We are exploring ML methods (and may one day put a model into production)
## 9607                                                                                      <NA>
## 9608                                                                                      <NA>
## 9609   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9610                                                                                      <NA>
## 9611    We have well established ML methods (i.e., models in production for more than 2 years)
## 9612                 We are exploring ML methods (and may one day put a model into production)
## 9613   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9614                                                                                      <NA>
## 9615 We use ML methods for generating insights (but do not put working models into production)
## 9616                                                                                      <NA>
## 9617                                                             No (we do not use ML methods)
## 9618    We have well established ML methods (i.e., models in production for more than 2 years)
## 9619 We use ML methods for generating insights (but do not put working models into production)
## 9620                                                             No (we do not use ML methods)
## 9621                                                                                      <NA>
## 9622                                                                             I do not know
## 9623                 We are exploring ML methods (and may one day put a model into production)
## 9624                                                             No (we do not use ML methods)
## 9625                 We are exploring ML methods (and may one day put a model into production)
## 9626 We use ML methods for generating insights (but do not put working models into production)
## 9627                                                                                      <NA>
## 9628                 We are exploring ML methods (and may one day put a model into production)
## 9629                                                             No (we do not use ML methods)
## 9630                 We are exploring ML methods (and may one day put a model into production)
## 9631                 We are exploring ML methods (and may one day put a model into production)
## 9632    We have well established ML methods (i.e., models in production for more than 2 years)
## 9633    We have well established ML methods (i.e., models in production for more than 2 years)
## 9634                                                             No (we do not use ML methods)
## 9635                                                                             I do not know
## 9636   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9637                                                                                      <NA>
## 9638    We have well established ML methods (i.e., models in production for more than 2 years)
## 9639                                                                                      <NA>
## 9640                                                                                      <NA>
## 9641                                                                             I do not know
## 9642                                                             No (we do not use ML methods)
## 9643                 We are exploring ML methods (and may one day put a model into production)
## 9644                 We are exploring ML methods (and may one day put a model into production)
## 9645                                                                                      <NA>
## 9646    We have well established ML methods (i.e., models in production for more than 2 years)
## 9647    We have well established ML methods (i.e., models in production for more than 2 years)
## 9648   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9649                                                                                      <NA>
## 9650   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9651                 We are exploring ML methods (and may one day put a model into production)
## 9652 We use ML methods for generating insights (but do not put working models into production)
## 9653                                                             No (we do not use ML methods)
## 9654    We have well established ML methods (i.e., models in production for more than 2 years)
## 9655   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9656                                                                             I do not know
## 9657                                                                                      <NA>
## 9658    We have well established ML methods (i.e., models in production for more than 2 years)
## 9659   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9660 We use ML methods for generating insights (but do not put working models into production)
## 9661 We use ML methods for generating insights (but do not put working models into production)
## 9662                                                                                      <NA>
## 9663                                                                                      <NA>
## 9664 We use ML methods for generating insights (but do not put working models into production)
## 9665                                                             No (we do not use ML methods)
## 9666 We use ML methods for generating insights (but do not put working models into production)
## 9667                                                             No (we do not use ML methods)
## 9668   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9669   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9670                 We are exploring ML methods (and may one day put a model into production)
## 9671                 We are exploring ML methods (and may one day put a model into production)
## 9672    We have well established ML methods (i.e., models in production for more than 2 years)
## 9673 We use ML methods for generating insights (but do not put working models into production)
## 9674   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9675                                                             No (we do not use ML methods)
## 9676   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9677 We use ML methods for generating insights (but do not put working models into production)
## 9678   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9679 We use ML methods for generating insights (but do not put working models into production)
## 9680 We use ML methods for generating insights (but do not put working models into production)
## 9681    We have well established ML methods (i.e., models in production for more than 2 years)
## 9682                                                             No (we do not use ML methods)
## 9683                                                                                      <NA>
## 9684    We have well established ML methods (i.e., models in production for more than 2 years)
## 9685                                                             No (we do not use ML methods)
## 9686                                                             No (we do not use ML methods)
## 9687                 We are exploring ML methods (and may one day put a model into production)
## 9688                                                                                      <NA>
## 9689    We have well established ML methods (i.e., models in production for more than 2 years)
## 9690                                                             No (we do not use ML methods)
## 9691    We have well established ML methods (i.e., models in production for more than 2 years)
## 9692   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9693    We have well established ML methods (i.e., models in production for more than 2 years)
## 9694                                                             No (we do not use ML methods)
## 9695                                                                             I do not know
## 9696                 We are exploring ML methods (and may one day put a model into production)
## 9697 We use ML methods for generating insights (but do not put working models into production)
## 9698   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9699                 We are exploring ML methods (and may one day put a model into production)
## 9700                                                                                      <NA>
## 9701    We have well established ML methods (i.e., models in production for more than 2 years)
## 9702                                                                                      <NA>
## 9703 We use ML methods for generating insights (but do not put working models into production)
## 9704 We use ML methods for generating insights (but do not put working models into production)
## 9705                 We are exploring ML methods (and may one day put a model into production)
## 9706                 We are exploring ML methods (and may one day put a model into production)
## 9707                                                                             I do not know
## 9708   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9709 We use ML methods for generating insights (but do not put working models into production)
## 9710                                                                                      <NA>
## 9711                                                                                      <NA>
## 9712 We use ML methods for generating insights (but do not put working models into production)
## 9713                                                             No (we do not use ML methods)
## 9714                                                                                      <NA>
## 9715 We use ML methods for generating insights (but do not put working models into production)
## 9716                                                                                      <NA>
## 9717                                                                                      <NA>
## 9718   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9719   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9720   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9721                                                                                      <NA>
## 9722                                                                             I do not know
## 9723    We have well established ML methods (i.e., models in production for more than 2 years)
## 9724                                                                                      <NA>
## 9725 We use ML methods for generating insights (but do not put working models into production)
## 9726                 We are exploring ML methods (and may one day put a model into production)
## 9727                                                                                      <NA>
## 9728                                                                             I do not know
## 9729 We use ML methods for generating insights (but do not put working models into production)
## 9730                 We are exploring ML methods (and may one day put a model into production)
## 9731                                                             No (we do not use ML methods)
## 9732                                                             No (we do not use ML methods)
## 9733                                                                             I do not know
## 9734                 We are exploring ML methods (and may one day put a model into production)
## 9735                                                             No (we do not use ML methods)
## 9736 We use ML methods for generating insights (but do not put working models into production)
## 9737   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9738                                                                                      <NA>
## 9739                 We are exploring ML methods (and may one day put a model into production)
## 9740                                                             No (we do not use ML methods)
## 9741                 We are exploring ML methods (and may one day put a model into production)
## 9742   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9743   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9744                                                                                      <NA>
## 9745                                                                                      <NA>
## 9746 We use ML methods for generating insights (but do not put working models into production)
## 9747    We have well established ML methods (i.e., models in production for more than 2 years)
## 9748                                                                                      <NA>
## 9749                                                             No (we do not use ML methods)
## 9750                 We are exploring ML methods (and may one day put a model into production)
## 9751 We use ML methods for generating insights (but do not put working models into production)
## 9752                                                             No (we do not use ML methods)
## 9753 We use ML methods for generating insights (but do not put working models into production)
## 9754                                                                                      <NA>
## 9755                 We are exploring ML methods (and may one day put a model into production)
## 9756                                                                             I do not know
## 9757                 We are exploring ML methods (and may one day put a model into production)
## 9758                                                                             I do not know
## 9759                                                                                      <NA>
## 9760                                                                                      <NA>
## 9761                                                                             I do not know
## 9762   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9763                                                                                      <NA>
## 9764 We use ML methods for generating insights (but do not put working models into production)
## 9765   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9766                 We are exploring ML methods (and may one day put a model into production)
## 9767                 We are exploring ML methods (and may one day put a model into production)
## 9768                                                                                      <NA>
## 9769 We use ML methods for generating insights (but do not put working models into production)
## 9770                                                                             I do not know
## 9771   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9772    We have well established ML methods (i.e., models in production for more than 2 years)
## 9773   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9774    We have well established ML methods (i.e., models in production for more than 2 years)
## 9775                                                             No (we do not use ML methods)
## 9776                                                                                      <NA>
## 9777                                                                             I do not know
## 9778    We have well established ML methods (i.e., models in production for more than 2 years)
## 9779                                                             No (we do not use ML methods)
## 9780                                                             No (we do not use ML methods)
## 9781                 We are exploring ML methods (and may one day put a model into production)
## 9782                                                                                      <NA>
## 9783                 We are exploring ML methods (and may one day put a model into production)
## 9784                 We are exploring ML methods (and may one day put a model into production)
## 9785   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9786    We have well established ML methods (i.e., models in production for more than 2 years)
## 9787                                                             No (we do not use ML methods)
## 9788   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9789 We use ML methods for generating insights (but do not put working models into production)
## 9790                                                             No (we do not use ML methods)
## 9791                 We are exploring ML methods (and may one day put a model into production)
## 9792                 We are exploring ML methods (and may one day put a model into production)
## 9793   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9794                                                             No (we do not use ML methods)
## 9795                 We are exploring ML methods (and may one day put a model into production)
## 9796                 We are exploring ML methods (and may one day put a model into production)
## 9797                                                             No (we do not use ML methods)
## 9798   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9799                                                                                      <NA>
## 9800                                                                                      <NA>
## 9801                                                             No (we do not use ML methods)
## 9802 We use ML methods for generating insights (but do not put working models into production)
## 9803                                                                                      <NA>
## 9804                                                             No (we do not use ML methods)
## 9805                                                             No (we do not use ML methods)
## 9806    We have well established ML methods (i.e., models in production for more than 2 years)
## 9807                 We are exploring ML methods (and may one day put a model into production)
## 9808                                                             No (we do not use ML methods)
## 9809 We use ML methods for generating insights (but do not put working models into production)
## 9810                 We are exploring ML methods (and may one day put a model into production)
## 9811                                                             No (we do not use ML methods)
## 9812    We have well established ML methods (i.e., models in production for more than 2 years)
## 9813                                                                             I do not know
## 9814 We use ML methods for generating insights (but do not put working models into production)
## 9815                 We are exploring ML methods (and may one day put a model into production)
## 9816                                                                                      <NA>
## 9817                                                             No (we do not use ML methods)
## 9818                                                                                      <NA>
## 9819                 We are exploring ML methods (and may one day put a model into production)
## 9820    We have well established ML methods (i.e., models in production for more than 2 years)
## 9821                                                                                      <NA>
## 9822                 We are exploring ML methods (and may one day put a model into production)
## 9823                                                                                      <NA>
## 9824                                                             No (we do not use ML methods)
## 9825                 We are exploring ML methods (and may one day put a model into production)
## 9826   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9827    We have well established ML methods (i.e., models in production for more than 2 years)
## 9828                 We are exploring ML methods (and may one day put a model into production)
## 9829   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9830                                                                                      <NA>
## 9831                                                             No (we do not use ML methods)
## 9832                                                                                      <NA>
## 9833                                                             No (we do not use ML methods)
## 9834   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9835                                                                                      <NA>
## 9836                 We are exploring ML methods (and may one day put a model into production)
## 9837                 We are exploring ML methods (and may one day put a model into production)
## 9838                 We are exploring ML methods (and may one day put a model into production)
## 9839                                                                             I do not know
## 9840 We use ML methods for generating insights (but do not put working models into production)
## 9841                 We are exploring ML methods (and may one day put a model into production)
## 9842    We have well established ML methods (i.e., models in production for more than 2 years)
## 9843    We have well established ML methods (i.e., models in production for more than 2 years)
## 9844    We have well established ML methods (i.e., models in production for more than 2 years)
## 9845                                                                                      <NA>
## 9846                 We are exploring ML methods (and may one day put a model into production)
## 9847                                                                                      <NA>
## 9848   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9849   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9850    We have well established ML methods (i.e., models in production for more than 2 years)
## 9851 We use ML methods for generating insights (but do not put working models into production)
## 9852    We have well established ML methods (i.e., models in production for more than 2 years)
## 9853   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9854   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9855 We use ML methods for generating insights (but do not put working models into production)
## 9856                                                             No (we do not use ML methods)
## 9857                 We are exploring ML methods (and may one day put a model into production)
## 9858    We have well established ML methods (i.e., models in production for more than 2 years)
## 9859   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9860                                                                                      <NA>
## 9861   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9862                                                                                      <NA>
## 9863    We have well established ML methods (i.e., models in production for more than 2 years)
## 9864 We use ML methods for generating insights (but do not put working models into production)
## 9865                                                             No (we do not use ML methods)
## 9866 We use ML methods for generating insights (but do not put working models into production)
## 9867    We have well established ML methods (i.e., models in production for more than 2 years)
## 9868                                                             No (we do not use ML methods)
## 9869 We use ML methods for generating insights (but do not put working models into production)
## 9870   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9871                                                             No (we do not use ML methods)
## 9872                                                             No (we do not use ML methods)
## 9873                                                                                      <NA>
## 9874                                                                                      <NA>
## 9875                                                             No (we do not use ML methods)
## 9876                                                                                      <NA>
## 9877                                                             No (we do not use ML methods)
## 9878   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9879                 We are exploring ML methods (and may one day put a model into production)
## 9880 We use ML methods for generating insights (but do not put working models into production)
## 9881                 We are exploring ML methods (and may one day put a model into production)
## 9882                 We are exploring ML methods (and may one day put a model into production)
## 9883   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9884 We use ML methods for generating insights (but do not put working models into production)
## 9885                 We are exploring ML methods (and may one day put a model into production)
## 9886                 We are exploring ML methods (and may one day put a model into production)
## 9887                                                             No (we do not use ML methods)
## 9888                 We are exploring ML methods (and may one day put a model into production)
## 9889                                                                                      <NA>
## 9890                                                                                      <NA>
## 9891   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9892                                                                                      <NA>
## 9893                                                                                      <NA>
## 9894                                                                                      <NA>
## 9895                                                                                      <NA>
## 9896    We have well established ML methods (i.e., models in production for more than 2 years)
## 9897                                                                                      <NA>
## 9898                                                                             I do not know
## 9899                 We are exploring ML methods (and may one day put a model into production)
## 9900                                                                                      <NA>
## 9901                                                             No (we do not use ML methods)
## 9902    We have well established ML methods (i.e., models in production for more than 2 years)
## 9903   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9904                                                                                      <NA>
## 9905                                                             No (we do not use ML methods)
## 9906                 We are exploring ML methods (and may one day put a model into production)
## 9907   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9908                                                                                      <NA>
## 9909                                                             No (we do not use ML methods)
## 9910   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9911                 We are exploring ML methods (and may one day put a model into production)
## 9912 We use ML methods for generating insights (but do not put working models into production)
## 9913                 We are exploring ML methods (and may one day put a model into production)
## 9914                 We are exploring ML methods (and may one day put a model into production)
## 9915   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9916                 We are exploring ML methods (and may one day put a model into production)
## 9917   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9918                 We are exploring ML methods (and may one day put a model into production)
## 9919                 We are exploring ML methods (and may one day put a model into production)
## 9920   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9921                                                                             I do not know
## 9922 We use ML methods for generating insights (but do not put working models into production)
## 9923    We have well established ML methods (i.e., models in production for more than 2 years)
## 9924                 We are exploring ML methods (and may one day put a model into production)
## 9925   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9926   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9927                 We are exploring ML methods (and may one day put a model into production)
## 9928   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9929                                                                                      <NA>
## 9930                                                                                      <NA>
## 9931    We have well established ML methods (i.e., models in production for more than 2 years)
## 9932                                                             No (we do not use ML methods)
## 9933                                                                                      <NA>
## 9934                                                             No (we do not use ML methods)
## 9935                                                             No (we do not use ML methods)
## 9936                                                                                      <NA>
## 9937                 We are exploring ML methods (and may one day put a model into production)
## 9938                                                                                      <NA>
## 9939   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9940                                                                             I do not know
## 9941 We use ML methods for generating insights (but do not put working models into production)
## 9942    We have well established ML methods (i.e., models in production for more than 2 years)
## 9943                                                                                      <NA>
## 9944 We use ML methods for generating insights (but do not put working models into production)
## 9945                 We are exploring ML methods (and may one day put a model into production)
## 9946    We have well established ML methods (i.e., models in production for more than 2 years)
## 9947    We have well established ML methods (i.e., models in production for more than 2 years)
## 9948    We have well established ML methods (i.e., models in production for more than 2 years)
## 9949                                                             No (we do not use ML methods)
## 9950                                                                                      <NA>
## 9951                                                             No (we do not use ML methods)
## 9952    We have well established ML methods (i.e., models in production for more than 2 years)
## 9953                                                                                      <NA>
## 9954    We have well established ML methods (i.e., models in production for more than 2 years)
## 9955    We have well established ML methods (i.e., models in production for more than 2 years)
## 9956                                                                             I do not know
## 9957                 We are exploring ML methods (and may one day put a model into production)
## 9958 We use ML methods for generating insights (but do not put working models into production)
## 9959                                                                                      <NA>
## 9960                 We are exploring ML methods (and may one day put a model into production)
## 9961                 We are exploring ML methods (and may one day put a model into production)
## 9962                 We are exploring ML methods (and may one day put a model into production)
## 9963                                                                                      <NA>
## 9964 We use ML methods for generating insights (but do not put working models into production)
## 9965    We have well established ML methods (i.e., models in production for more than 2 years)
## 9966                                                                                      <NA>
## 9967 We use ML methods for generating insights (but do not put working models into production)
## 9968                                                             No (we do not use ML methods)
## 9969                                                                             I do not know
## 9970   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9971                                                                                      <NA>
## 9972    We have well established ML methods (i.e., models in production for more than 2 years)
## 9973    We have well established ML methods (i.e., models in production for more than 2 years)
## 9974    We have well established ML methods (i.e., models in production for more than 2 years)
## 9975                                                             No (we do not use ML methods)
## 9976                                                             No (we do not use ML methods)
## 9977    We have well established ML methods (i.e., models in production for more than 2 years)
## 9978    We have well established ML methods (i.e., models in production for more than 2 years)
## 9979   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9980                 We are exploring ML methods (and may one day put a model into production)
## 9981   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9982                 We are exploring ML methods (and may one day put a model into production)
## 9983                 We are exploring ML methods (and may one day put a model into production)
## 9984                                                             No (we do not use ML methods)
## 9985    We have well established ML methods (i.e., models in production for more than 2 years)
## 9986                                                                                      <NA>
## 9987   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9988   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9989                                                                                      <NA>
## 9990                                                             No (we do not use ML methods)
## 9991                                                                             I do not know
## 9992   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9993                 We are exploring ML methods (and may one day put a model into production)
## 9994                                                                                      <NA>
## 9995                                                             No (we do not use ML methods)
## 9996                                                             No (we do not use ML methods)
## 9997    We have well established ML methods (i.e., models in production for more than 2 years)
## 9998                                                                                      <NA>
## 9999    We have well established ML methods (i.e., models in production for more than 2 years)
##      compensation_USD spend_ml_cloud_work_USD code_exp_years
## 1       30,000-39,999                      0            1-2 
## 2         5,000-7,499              > 100,000            None
## 3                <NA>                    <NA>           <NA>
## 4     250,000-299,999           10,000-99,999           1-2 
## 5         4,000-4,999                      0            < 1 
## 6       60,000-69,999           10,000-99,999           20+ 
## 7       10,000-14,999                 100-999           3-5 
## 8       80,000-89,999                      0            3-5 
## 9                <NA>                    <NA>           3-5 
## 10              0-999                 100-999          5-10 
## 11               <NA>                    <NA>           < 1 
## 12        2,000-2,999              1000-9,999          5-10 
## 13      70,000-79,999              1000-9,999          5-10 
## 14      90,000-99,999                      0            3-5 
## 15               <NA>                    <NA>           <NA>
## 16    125,000-149,999              > 100,000          10-20 
## 17              0-999                 100-999           1-2 
## 18               <NA>                    <NA>           1-2 
## 19              0-999              > 100,000            3-5 
## 20      40,000-49,999                      0           5-10 
## 21      20,000-24,999              > 100,000            1-2 
## 22    125,000-149,999                      0           5-10 
## 23              0-999                    1-99           < 1 
## 24      10,000-14,999              1000-9,999           1-2 
## 25      15,000-19,999                      0           5-10 
## 26      20,000-24,999              1000-9,999           1-2 
## 27    100,000-124,999           10,000-99,999         10-20 
## 28               <NA>                    <NA>           1-2 
## 29              0-999                    1-99           3-5 
## 30              0-999                      0            1-2 
## 31      90,000-99,999                      0            1-2 
## 32        7,500-9,999                 100-999          5-10 
## 33              0-999                      0            1-2 
## 34    150,000-199,999              > 100,000           5-10 
## 35      10,000-14,999              > 100,000            1-2 
## 36        7,500-9,999           10,000-99,999           3-5 
## 37      10,000-14,999                 100-999           1-2 
## 38      25,000-29,999                    1-99           3-5 
## 39      40,000-49,999                      0            < 1 
## 40      90,000-99,999              > 100,000          10-20 
## 41        5,000-7,499              1000-9,999           1-2 
## 42               <NA>                    <NA>           < 1 
## 43               <NA>                    <NA>           < 1 
## 44        3,000-3,999                      0            1-2 
## 45        2,000-2,999                 100-999           3-5 
## 46      10,000-14,999                      0            1-2 
## 47      10,000-14,999                      0            3-5 
## 48              0-999                      0            < 1 
## 49      40,000-49,999                    1-99          5-10 
## 50      40,000-49,999              1000-9,999           1-2 
## 51    150,000-199,999                    1-99          5-10 
## 52        3,000-3,999                      0            3-5 
## 53               <NA>                    <NA>           1-2 
## 54      80,000-89,999              1000-9,999           1-2 
## 55      60,000-69,999                 100-999           3-5 
## 56              0-999                    1-99           < 1 
## 57        2,000-2,999                    1-99           3-5 
## 58        1,000-1,999              1000-9,999           < 1 
## 59    150,000-199,999                      0            3-5 
## 60               <NA>                    <NA>           < 1 
## 61      40,000-49,999           10,000-99,999           1-2 
## 62    100,000-124,999                 100-999           3-5 
## 63               <NA>                    <NA>          5-10 
## 64      40,000-49,999                 100-999           1-2 
## 65      40,000-49,999                      0            1-2 
## 66      15,000-19,999                      0            3-5 
## 67    200,000-249,999              > 100,000           5-10 
## 68      10,000-14,999                    1-99           1-2 
## 69      15,000-19,999                      0            1-2 
## 70               <NA>                    <NA>           1-2 
## 71      20,000-24,999                      0            3-5 
## 72      50,000-59,999                      0            1-2 
## 73               <NA>                    <NA>           None
## 74               <NA>                    <NA>           1-2 
## 75              0-999                      0            < 1 
## 76               <NA>                    <NA>           1-2 
## 77        1,000-1,999                      0            1-2 
## 78    125,000-149,999              1000-9,999         10-20 
## 79               <NA>                    <NA>           < 1 
## 80               <NA>                    <NA>           <NA>
## 81      15,000-19,999                      0           5-10 
## 82      70,000-79,999                      0            1-2 
## 83        1,000-1,999                    1-99           1-2 
## 84               <NA>                    <NA>           None
## 85      70,000-79,999              > 100,000            3-5 
## 86    125,000-149,999           10,000-99,999           3-5 
## 87      40,000-49,999              1000-9,999           1-2 
## 88    125,000-149,999                 100-999           < 1 
## 89      60,000-69,999                 100-999          5-10 
## 90      40,000-49,999                    1-99          5-10 
## 91              0-999                    1-99           1-2 
## 92      40,000-49,999                      0            1-2 
## 93      40,000-49,999                 100-999           1-2 
## 94      90,000-99,999              1000-9,999           < 1 
## 95        4,000-4,999                    1-99           3-5 
## 96      10,000-14,999                      0            1-2 
## 97      50,000-59,999                    1-99           1-2 
## 98      10,000-14,999                    1-99           1-2 
## 99      30,000-39,999                      0            1-2 
## 100   200,000-249,999                      0            3-5 
## 101              <NA>                    <NA>           < 1 
## 102             0-999                      0            < 1 
## 103       4,000-4,999                      0            < 1 
## 104     60,000-69,999              1000-9,999         10-20 
## 105   125,000-149,999           10,000-99,999           3-5 
## 106              <NA>                    <NA>           1-2 
## 107              <NA>                    <NA>           1-2 
## 108   100,000-124,999           10,000-99,999         10-20 
## 109              <NA>                    <NA>           < 1 
## 110     70,000-79,999              1000-9,999          5-10 
## 111     90,000-99,999              > 100,000            3-5 
## 112              <NA>                    <NA>           < 1 
## 113     25,000-29,999                      0            3-5 
## 114       3,000-3,999                 100-999           1-2 
## 115     40,000-49,999              1000-9,999           3-5 
## 116              <NA>                    <NA>           None
## 117              <NA>                    <NA>           < 1 
## 118     40,000-49,999              1000-9,999         10-20 
## 119     60,000-69,999                      0            None
## 120             0-999                 100-999           1-2 
## 121         > 500,000              > 100,000           5-10 
## 122     80,000-89,999                      0            3-5 
## 123              <NA>                    <NA>           < 1 
## 124   150,000-199,999              1000-9,999          5-10 
## 125     20,000-24,999           10,000-99,999           1-2 
## 126     25,000-29,999                 100-999           3-5 
## 127              <NA>                    <NA>           < 1 
## 128              <NA>                    <NA>           1-2 
## 129              <NA>                    <NA>           1-2 
## 130     30,000-39,999                 100-999           1-2 
## 131     15,000-19,999                 100-999           1-2 
## 132              <NA>                    <NA>           1-2 
## 133   300,000-500,000                    1-99           3-5 
## 134       2,000-2,999                      0            1-2 
## 135     25,000-29,999                 100-999           3-5 
## 136     50,000-59,999              1000-9,999           20+ 
## 137       4,000-4,999                    1-99           3-5 
## 138              <NA>                    <NA>           < 1 
## 139     25,000-29,999              1000-9,999           1-2 
## 140              <NA>                    <NA>           3-5 
## 141     20,000-24,999                      0            None
## 142     40,000-49,999              > 100,000            3-5 
## 143   100,000-124,999              > 100,000            20+ 
## 144     15,000-19,999                      0           5-10 
## 145       1,000-1,999           10,000-99,999          5-10 
## 146   150,000-199,999                      0          10-20 
## 147     30,000-39,999                 100-999           1-2 
## 148              <NA>                    <NA>           < 1 
## 149              <NA>                    <NA>           1-2 
## 150   125,000-149,999              1000-9,999           3-5 
## 151              <NA>                    <NA>           <NA>
## 152             0-999                    1-99           3-5 
## 153     20,000-24,999                 100-999          5-10 
## 154     30,000-39,999                 100-999           3-5 
## 155     10,000-14,999                 100-999           1-2 
## 156   200,000-249,999              > 100,000          10-20 
## 157       7,500-9,999                    1-99           3-5 
## 158     50,000-59,999                    1-99           3-5 
## 159     30,000-39,999                      0           5-10 
## 160   125,000-149,999              > 100,000          10-20 
## 161     30,000-39,999                 100-999           < 1 
## 162       5,000-7,499                    1-99           < 1 
## 163              <NA>                    <NA>         10-20 
## 164              <NA>                    <NA>           < 1 
## 165     10,000-14,999              1000-9,999           3-5 
## 166       3,000-3,999                      0            1-2 
## 167   125,000-149,999           10,000-99,999          5-10 
## 168   125,000-149,999              1000-9,999          5-10 
## 169   125,000-149,999              1000-9,999         10-20 
## 170     40,000-49,999                 100-999           3-5 
## 171              <NA>                    <NA>           3-5 
## 172              <NA>                    <NA>           1-2 
## 173     60,000-69,999           10,000-99,999           3-5 
## 174              <NA>                    <NA>           < 1 
## 175     30,000-39,999                      0            3-5 
## 176              <NA>                    <NA>           < 1 
## 177       1,000-1,999              1000-9,999           1-2 
## 178       5,000-7,499                 100-999           1-2 
## 179              <NA>                    <NA>           < 1 
## 180     40,000-49,999                 100-999           3-5 
## 181             0-999                      0            < 1 
## 182     70,000-79,999                      0            3-5 
## 183             0-999                      0            3-5 
## 184       1,000-1,999                    1-99           < 1 
## 185     90,000-99,999           10,000-99,999           20+ 
## 186             0-999                    1-99           1-2 
## 187     20,000-24,999                    1-99           3-5 
## 188     20,000-24,999              1000-9,999           1-2 
## 189     70,000-79,999              1000-9,999          5-10 
## 190   125,000-149,999           10,000-99,999           20+ 
## 191     15,000-19,999              1000-9,999           None
## 192       5,000-7,499           10,000-99,999           20+ 
## 193              <NA>                    <NA>           < 1 
## 194             0-999                    1-99           < 1 
## 195              <NA>                    <NA>           < 1 
## 196              <NA>                    <NA>           1-2 
## 197              <NA>                    <NA>           1-2 
## 198   125,000-149,999              1000-9,999          5-10 
## 199             0-999                 100-999           3-5 
## 200     40,000-49,999                      0           5-10 
## 201              <NA>                    <NA>           1-2 
## 202     70,000-79,999                      0            3-5 
## 203     60,000-69,999                    1-99           < 1 
## 204              <NA>                    <NA>           3-5 
## 205     10,000-14,999                    1-99           3-5 
## 206     10,000-14,999                      0            3-5 
## 207     10,000-14,999              1000-9,999           3-5 
## 208       1,000-1,999                 100-999          5-10 
## 209     10,000-14,999                      0            3-5 
## 210     60,000-69,999                      0            1-2 
## 211              <NA>                    <NA>           1-2 
## 212             0-999                 100-999          5-10 
## 213     70,000-79,999              > 100,000            3-5 
## 214              <NA>                    <NA>           1-2 
## 215     10,000-14,999           10,000-99,999           1-2 
## 216              <NA>                    <NA>           < 1 
## 217     40,000-49,999              1000-9,999           3-5 
## 218              <NA>                    <NA>           < 1 
## 219     50,000-59,999                      0            3-5 
## 220             0-999              1000-9,999           1-2 
## 221     25,000-29,999                      0          10-20 
## 222     20,000-24,999                      0            < 1 
## 223     60,000-69,999              1000-9,999          5-10 
## 224     90,000-99,999                      0          10-20 
## 225             0-999                    1-99           < 1 
## 226     30,000-39,999                      0            None
## 227              <NA>                    <NA>           20+ 
## 228              <NA>                    <NA>           3-5 
## 229              <NA>                    <NA>           1-2 
## 230     10,000-14,999              1000-9,999           1-2 
## 231   150,000-199,999                      0            20+ 
## 232              <NA>                    <NA>           None
## 233   150,000-199,999              > 100,000           5-10 
## 234     15,000-19,999                 100-999           < 1 
## 235       5,000-7,499              1000-9,999           1-2 
## 236     70,000-79,999              1000-9,999           3-5 
## 237     30,000-39,999                    1-99           1-2 
## 238   200,000-249,999              > 100,000           5-10 
## 239       2,000-2,999                      0            3-5 
## 240   100,000-124,999              1000-9,999         10-20 
## 241     80,000-89,999           10,000-99,999         10-20 
## 242     50,000-59,999                      0            3-5 
## 243              <NA>                    <NA>           < 1 
## 244              <NA>                    <NA>           < 1 
## 245     15,000-19,999                      0            < 1 
## 246              <NA>                    <NA>           None
## 247       3,000-3,999                      0            3-5 
## 248              <NA>                    <NA>           None
## 249     50,000-59,999              1000-9,999          5-10 
## 250     50,000-59,999           10,000-99,999           3-5 
## 251     30,000-39,999                 100-999         10-20 
## 252       5,000-7,499                 100-999          5-10 
## 253     40,000-49,999                 100-999           3-5 
## 254   200,000-249,999              1000-9,999          5-10 
## 255     60,000-69,999                 100-999          5-10 
## 256   100,000-124,999           10,000-99,999           20+ 
## 257              <NA>                    <NA>           3-5 
## 258     70,000-79,999                      0            1-2 
## 259   200,000-249,999              1000-9,999           1-2 
## 260     10,000-14,999                      0            3-5 
## 261     90,000-99,999           10,000-99,999           3-5 
## 262     80,000-89,999                 100-999          5-10 
## 263     70,000-79,999                      0           5-10 
## 264   250,000-299,999              > 100,000          10-20 
## 265              <NA>                    <NA>           1-2 
## 266              <NA>                    <NA>           1-2 
## 267   100,000-124,999                      0            < 1 
## 268       4,000-4,999                    1-99          5-10 
## 269              <NA>                    <NA>           < 1 
## 270     50,000-59,999              1000-9,999          5-10 
## 271   150,000-199,999           10,000-99,999         10-20 
## 272     90,000-99,999           10,000-99,999           20+ 
## 273     40,000-49,999                 100-999           1-2 
## 274   200,000-249,999                 100-999           3-5 
## 275              <NA>                    <NA>           3-5 
## 276              <NA>                    <NA>           1-2 
## 277       5,000-7,499              1000-9,999           < 1 
## 278             0-999                      0            < 1 
## 279   125,000-149,999           10,000-99,999         10-20 
## 280       5,000-7,499              1000-9,999           3-5 
## 281     40,000-49,999                 100-999           1-2 
## 282   125,000-149,999           10,000-99,999          5-10 
## 283              <NA>                    <NA>           < 1 
## 284         > 500,000              > 100,000          10-20 
## 285       4,000-4,999                    1-99           1-2 
## 286              <NA>                    <NA>           1-2 
## 287              <NA>                    <NA>           < 1 
## 288     70,000-79,999           10,000-99,999           1-2 
## 289   150,000-199,999              > 100,000            1-2 
## 290              <NA>                    <NA>           3-5 
## 291     10,000-14,999                    1-99           3-5 
## 292     40,000-49,999              1000-9,999           3-5 
## 293     15,000-19,999                      0            3-5 
## 294     40,000-49,999                    1-99          5-10 
## 295   125,000-149,999              > 100,000          10-20 
## 296   100,000-124,999           10,000-99,999         10-20 
## 297   100,000-124,999                      0            20+ 
## 298             0-999                      0            1-2 
## 299     40,000-49,999                    1-99          5-10 
## 300     60,000-69,999              1000-9,999          5-10 
## 301     90,000-99,999                      0           5-10 
## 302     90,000-99,999                      0           5-10 
## 303     25,000-29,999           10,000-99,999         10-20 
## 304   100,000-124,999                 100-999           None
## 305       3,000-3,999                 100-999           < 1 
## 306     30,000-39,999              1000-9,999           20+ 
## 307              <NA>                    <NA>           None
## 308             0-999                    1-99           < 1 
## 309              <NA>                    <NA>          5-10 
## 310              <NA>                    <NA>           < 1 
## 311     60,000-69,999                      0           5-10 
## 312       4,000-4,999                      0            < 1 
## 313     80,000-89,999              > 100,000            3-5 
## 314       2,000-2,999                 100-999           1-2 
## 315              <NA>                    <NA>           1-2 
## 316     10,000-14,999                    1-99           < 1 
## 317              <NA>                    <NA>           < 1 
## 318     20,000-24,999                      0            < 1 
## 319     10,000-14,999                    1-99           1-2 
## 320       3,000-3,999              1000-9,999         10-20 
## 321     20,000-24,999              1000-9,999           1-2 
## 322             0-999                    1-99           1-2 
## 323       4,000-4,999              1000-9,999           < 1 
## 324       7,500-9,999                 100-999           3-5 
## 325              <NA>                    <NA>           < 1 
## 326     90,000-99,999                 100-999         10-20 
## 327     10,000-14,999                 100-999           < 1 
## 328     15,000-19,999                      0            3-5 
## 329              <NA>                    <NA>           < 1 
## 330     25,000-29,999                      0            1-2 
## 331       7,500-9,999                      0            3-5 
## 332   100,000-124,999                    1-99           1-2 
## 333              <NA>                    <NA>           3-5 
## 334     30,000-39,999                      0            < 1 
## 335     25,000-29,999              > 100,000            3-5 
## 336     70,000-79,999                      0           5-10 
## 337     80,000-89,999                      0            < 1 
## 338             0-999                      0            < 1 
## 339   100,000-124,999              > 100,000            3-5 
## 340     40,000-49,999                      0            < 1 
## 341   100,000-124,999              > 100,000           5-10 
## 342              <NA>                    <NA>           3-5 
## 343       4,000-4,999                      0            1-2 
## 344       7,500-9,999                      0            None
## 345              <NA>                    <NA>           < 1 
## 346              <NA>                    <NA>           1-2 
## 347              <NA>                    <NA>           1-2 
## 348   125,000-149,999           10,000-99,999          5-10 
## 349              <NA>                    <NA>           None
## 350              <NA>                    <NA>           < 1 
## 351              <NA>                    <NA>           1-2 
## 352     80,000-89,999                      0           5-10 
## 353              <NA>                    <NA>           1-2 
## 354     25,000-29,999                      0            3-5 
## 355              <NA>                    <NA>           < 1 
## 356       1,000-1,999                    1-99           < 1 
## 357   300,000-500,000                 100-999           20+ 
## 358     25,000-29,999              1000-9,999           3-5 
## 359     20,000-24,999                      0            1-2 
## 360     20,000-24,999                 100-999          5-10 
## 361   150,000-199,999              > 100,000            20+ 
## 362     15,000-19,999                    1-99           1-2 
## 363     10,000-14,999              1000-9,999           1-2 
## 364     40,000-49,999                      0           5-10 
## 365     80,000-89,999              1000-9,999          5-10 
## 366             0-999                    1-99           1-2 
## 367              <NA>                    <NA>           < 1 
## 368       5,000-7,499                 100-999           < 1 
## 369     90,000-99,999                    1-99           3-5 
## 370     10,000-14,999                      0            1-2 
## 371       5,000-7,499                    1-99           < 1 
## 372     40,000-49,999                    1-99           3-5 
## 373   125,000-149,999                      0            3-5 
## 374              <NA>                    <NA>           3-5 
## 375              <NA>                    <NA>           < 1 
## 376   125,000-149,999           10,000-99,999           1-2 
## 377     40,000-49,999                      0            3-5 
## 378       5,000-7,499                    1-99           1-2 
## 379   200,000-249,999                 100-999           20+ 
## 380       4,000-4,999                      0            3-5 
## 381     30,000-39,999                 100-999           1-2 
## 382     20,000-24,999                    1-99           3-5 
## 383     10,000-14,999              1000-9,999           3-5 
## 384       2,000-2,999                 100-999           1-2 
## 385     10,000-14,999              1000-9,999           1-2 
## 386     25,000-29,999              > 100,000            < 1 
## 387       5,000-7,499              1000-9,999           < 1 
## 388             0-999                 100-999           None
## 389     50,000-59,999                      0            3-5 
## 390     15,000-19,999                      0          10-20 
## 391              <NA>                    <NA>           1-2 
## 392              <NA>                    <NA>           1-2 
## 393     10,000-14,999                 100-999           < 1 
## 394             0-999                      0            1-2 
## 395   300,000-500,000                      0            1-2 
## 396   100,000-124,999           10,000-99,999          5-10 
## 397   200,000-249,999              > 100,000           5-10 
## 398     10,000-14,999                    1-99          5-10 
## 399       7,500-9,999                 100-999           3-5 
## 400              <NA>                    <NA>           1-2 
## 401     90,000-99,999                      0            < 1 
## 402              <NA>                    <NA>           1-2 
## 403       5,000-7,499              > 100,000           5-10 
## 404              <NA>                    <NA>           < 1 
## 405              <NA>                    <NA>           < 1 
## 406              <NA>                    <NA>           < 1 
## 407     10,000-14,999                    1-99           1-2 
## 408     15,000-19,999                      0           5-10 
## 409              <NA>                    <NA>           < 1 
## 410     80,000-89,999                 100-999           < 1 
## 411              <NA>                    <NA>           3-5 
## 412     10,000-14,999                 100-999           3-5 
## 413     70,000-79,999              1000-9,999           3-5 
## 414     20,000-24,999              1000-9,999           < 1 
## 415     50,000-59,999                    1-99          5-10 
## 416              <NA>                    <NA>           < 1 
## 417   100,000-124,999                 100-999           1-2 
## 418     10,000-14,999                      0            < 1 
## 419              <NA>                    <NA>           < 1 
## 420              <NA>                    <NA>           < 1 
## 421   100,000-124,999           10,000-99,999         10-20 
## 422     30,000-39,999                 100-999           1-2 
## 423   150,000-199,999              1000-9,999          5-10 
## 424              <NA>                    <NA>           3-5 
## 425     15,000-19,999                      0            1-2 
## 426   125,000-149,999           10,000-99,999          5-10 
## 427              <NA>                    <NA>           3-5 
## 428       7,500-9,999           10,000-99,999           3-5 
## 429     60,000-69,999                      0            1-2 
## 430              <NA>                    <NA>           < 1 
## 431     70,000-79,999           10,000-99,999         10-20 
## 432              <NA>                    <NA>           3-5 
## 433              <NA>                    <NA>           < 1 
## 434              <NA>                    <NA>           1-2 
## 435              <NA>                    <NA>           < 1 
## 436     10,000-14,999                      0            None
## 437             0-999                      0            < 1 
## 438     20,000-24,999                 100-999           1-2 
## 439         > 500,000           10,000-99,999           < 1 
## 440              <NA>                    <NA>           < 1 
## 441              <NA>                    <NA>           < 1 
## 442              <NA>                    <NA>           None
## 443     10,000-14,999                      0           5-10 
## 444     20,000-24,999                 100-999           3-5 
## 445              <NA>                    <NA>           < 1 
## 446              <NA>                    <NA>           1-2 
## 447     50,000-59,999                 100-999          5-10 
## 448     60,000-69,999              1000-9,999           1-2 
## 449     50,000-59,999                      0            3-5 
## 450     30,000-39,999              1000-9,999          5-10 
## 451   125,000-149,999              1000-9,999           3-5 
## 452              <NA>                    <NA>           3-5 
## 453   125,000-149,999           10,000-99,999           20+ 
## 454       1,000-1,999                    1-99           < 1 
## 455     70,000-79,999                    1-99         10-20 
## 456     15,000-19,999              1000-9,999           < 1 
## 457   125,000-149,999                      0            20+ 
## 458     90,000-99,999           10,000-99,999           1-2 
## 459              <NA>                    <NA>           1-2 
## 460     90,000-99,999           10,000-99,999          5-10 
## 461     25,000-29,999                      0            < 1 
## 462       1,000-1,999                 100-999           3-5 
## 463   200,000-249,999              > 100,000           5-10 
## 464              <NA>                    <NA>           < 1 
## 465     30,000-39,999              > 100,000            None
## 466              <NA>                    <NA>           1-2 
## 467   100,000-124,999              > 100,000          10-20 
## 468     25,000-29,999                      0            < 1 
## 469   100,000-124,999              > 100,000            3-5 
## 470     70,000-79,999                      0           5-10 
## 471              <NA>                    <NA>           None
## 472   150,000-199,999              > 100,000          10-20 
## 473     40,000-49,999              1000-9,999           3-5 
## 474     10,000-14,999                      0            < 1 
## 475              <NA>                    <NA>           <NA>
## 476   125,000-149,999                 100-999           < 1 
## 477     50,000-59,999                      0            1-2 
## 478   100,000-124,999                      0           5-10 
## 479   100,000-124,999                      0            20+ 
## 480              <NA>                    <NA>           None
## 481     25,000-29,999              1000-9,999           3-5 
## 482       5,000-7,499              1000-9,999           3-5 
## 483   100,000-124,999           10,000-99,999           3-5 
## 484   100,000-124,999                 100-999           1-2 
## 485              <NA>                    <NA>           1-2 
## 486     50,000-59,999                      0            < 1 
## 487     60,000-69,999              > 100,000            3-5 
## 488   250,000-299,999              > 100,000          10-20 
## 489              <NA>                    <NA>           3-5 
## 490              <NA>                    <NA>           1-2 
## 491     80,000-89,999              > 100,000            3-5 
## 492     90,000-99,999                      0          10-20 
## 493     10,000-14,999                      0            < 1 
## 494   250,000-299,999              > 100,000          10-20 
## 495     90,000-99,999                      0            < 1 
## 496   125,000-149,999              > 100,000           5-10 
## 497       1,000-1,999                    1-99           3-5 
## 498     20,000-24,999                      0          10-20 
## 499     20,000-24,999                      0            3-5 
## 500     90,000-99,999              1000-9,999          5-10 
## 501              <NA>                    <NA>           None
## 502       5,000-7,499                 100-999           < 1 
## 503   300,000-500,000              > 100,000          10-20 
## 504     30,000-39,999              1000-9,999           3-5 
## 505       7,500-9,999           10,000-99,999           1-2 
## 506     40,000-49,999                 100-999           < 1 
## 507              <NA>                    <NA>           3-5 
## 508     40,000-49,999              1000-9,999           1-2 
## 509     80,000-89,999           10,000-99,999          5-10 
## 510              <NA>                    <NA>           3-5 
## 511     20,000-24,999                 100-999           3-5 
## 512             0-999                      0            1-2 
## 513     20,000-24,999                 100-999           1-2 
## 514             0-999                    1-99           < 1 
## 515   125,000-149,999              > 100,000            3-5 
## 516     80,000-89,999                      0            20+ 
## 517              <NA>                    <NA>           < 1 
## 518       7,500-9,999                 100-999           3-5 
## 519              <NA>                    <NA>           < 1 
## 520             0-999                      0          10-20 
## 521     10,000-14,999                 100-999           1-2 
## 522              <NA>                    <NA>           1-2 
## 523     90,000-99,999           10,000-99,999          5-10 
## 524     25,000-29,999                      0            None
## 525     20,000-24,999                      0            1-2 
## 526   200,000-249,999           10,000-99,999           20+ 
## 527   150,000-199,999                      0          10-20 
## 528              <NA>                    <NA>           1-2 
## 529   125,000-149,999           10,000-99,999         10-20 
## 530              <NA>                    <NA>           3-5 
## 531              <NA>                    <NA>           1-2 
## 532   150,000-199,999           10,000-99,999           20+ 
## 533     30,000-39,999           10,000-99,999         10-20 
## 534   150,000-199,999              > 100,000          10-20 
## 535   125,000-149,999           10,000-99,999           3-5 
## 536              <NA>                    <NA>           3-5 
## 537              <NA>                    <NA>           < 1 
## 538       7,500-9,999                      0            None
## 539   125,000-149,999              1000-9,999         10-20 
## 540              <NA>                    <NA>           < 1 
## 541     15,000-19,999                 100-999           3-5 
## 542     60,000-69,999              1000-9,999           3-5 
## 543              <NA>                    <NA>          5-10 
## 544     90,000-99,999           10,000-99,999           1-2 
## 545              <NA>                    <NA>           < 1 
## 546   300,000-500,000           10,000-99,999          5-10 
## 547     40,000-49,999              1000-9,999           1-2 
## 548              <NA>                    <NA>           1-2 
## 549              <NA>                    <NA>           3-5 
## 550   150,000-199,999           10,000-99,999          5-10 
## 551       1,000-1,999              > 100,000            3-5 
## 552     60,000-69,999                      0            3-5 
## 553   100,000-124,999                      0            1-2 
## 554   150,000-199,999                      0          10-20 
## 555     10,000-14,999                      0            1-2 
## 556       4,000-4,999                      0            3-5 
## 557       3,000-3,999              1000-9,999           < 1 
## 558              <NA>                    <NA>           1-2 
## 559     15,000-19,999                      0            < 1 
## 560              <NA>                    <NA>           20+ 
## 561   100,000-124,999              1000-9,999         10-20 
## 562     60,000-69,999              1000-9,999           3-5 
## 563     40,000-49,999                    1-99          5-10 
## 564              <NA>                    <NA>           < 1 
## 565   250,000-299,999           10,000-99,999         10-20 
## 566             0-999                      0            < 1 
## 567   125,000-149,999                      0           5-10 
## 568     40,000-49,999                 100-999           3-5 
## 569             0-999                      0            < 1 
## 570     25,000-29,999                      0            3-5 
## 571              <NA>                    <NA>           < 1 
## 572     50,000-59,999           10,000-99,999           3-5 
## 573             0-999                    1-99           < 1 
## 574     50,000-59,999              > 100,000            20+ 
## 575              <NA>                    <NA>           1-2 
## 576   125,000-149,999                    1-99           < 1 
## 577     50,000-59,999                      0           5-10 
## 578       4,000-4,999              1000-9,999         10-20 
## 579             0-999                 100-999           1-2 
## 580              <NA>                    <NA>           None
## 581       1,000-1,999                    1-99           < 1 
## 582              <NA>                    <NA>           < 1 
## 583     15,000-19,999                 100-999         10-20 
## 584     60,000-69,999                    1-99          5-10 
## 585     90,000-99,999              1000-9,999           1-2 
## 586     10,000-14,999                      0            3-5 
## 587   150,000-199,999              1000-9,999         10-20 
## 588     80,000-89,999              > 100,000            < 1 
## 589              <NA>                    <NA>           3-5 
## 590     70,000-79,999              1000-9,999         10-20 
## 591              <NA>                    <NA>           < 1 
## 592     30,000-39,999              1000-9,999         10-20 
## 593              <NA>                    <NA>           1-2 
## 594     50,000-59,999                      0            3-5 
## 595     10,000-14,999              1000-9,999          5-10 
## 596              <NA>                    <NA>           < 1 
## 597              <NA>                    <NA>           1-2 
## 598              <NA>                    <NA>           < 1 
## 599              <NA>                    <NA>           < 1 
## 600              <NA>                    <NA>           < 1 
## 601     25,000-29,999                      0            3-5 
## 602     90,000-99,999              1000-9,999           < 1 
## 603              <NA>                    <NA>           1-2 
## 604              <NA>                    <NA>           None
## 605              <NA>                    <NA>           3-5 
## 606     40,000-49,999                      0           5-10 
## 607             0-999                      0            1-2 
## 608     25,000-29,999           10,000-99,999           3-5 
## 609              <NA>                    <NA>           1-2 
## 610             0-999                 100-999           3-5 
## 611     20,000-24,999           10,000-99,999          5-10 
## 612     60,000-69,999           10,000-99,999           None
## 613              <NA>                    <NA>           < 1 
## 614     30,000-39,999                 100-999         10-20 
## 615       3,000-3,999                      0            None
## 616       2,000-2,999              1000-9,999          5-10 
## 617       5,000-7,499                 100-999           3-5 
## 618   100,000-124,999              > 100,000           5-10 
## 619     50,000-59,999              > 100,000            1-2 
## 620     15,000-19,999           10,000-99,999         10-20 
## 621     30,000-39,999              1000-9,999           3-5 
## 622              <NA>                    <NA>           1-2 
## 623   150,000-199,999                 100-999           3-5 
## 624              <NA>                    <NA>           1-2 
## 625       7,500-9,999                    1-99           3-5 
## 626     10,000-14,999                    1-99           3-5 
## 627       1,000-1,999                 100-999           None
## 628              <NA>                    <NA>           < 1 
## 629     60,000-69,999                      0           5-10 
## 630     25,000-29,999                    1-99           1-2 
## 631     50,000-59,999              1000-9,999           1-2 
## 632              <NA>                    <NA>           < 1 
## 633     70,000-79,999                      0            3-5 
## 634   200,000-249,999              > 100,000            20+ 
## 635       3,000-3,999                      0            3-5 
## 636     10,000-14,999                 100-999           1-2 
## 637     50,000-59,999              1000-9,999           None
## 638              <NA>                    <NA>           20+ 
## 639              <NA>                    <NA>           1-2 
## 640              <NA>                    <NA>           1-2 
## 641   125,000-149,999              1000-9,999         10-20 
## 642              <NA>                    <NA>           1-2 
## 643     90,000-99,999                      0            3-5 
## 644   125,000-149,999           10,000-99,999          5-10 
## 645     60,000-69,999              1000-9,999          5-10 
## 646              <NA>                    <NA>           1-2 
## 647              <NA>                    <NA>           < 1 
## 648             0-999                    1-99           3-5 
## 649     25,000-29,999                 100-999          5-10 
## 650     80,000-89,999                 100-999           3-5 
## 651              <NA>                    <NA>           < 1 
## 652              <NA>                    <NA>           < 1 
## 653   100,000-124,999              > 100,000          10-20 
## 654              <NA>                    <NA>           3-5 
## 655     30,000-39,999                      0            < 1 
## 656     10,000-14,999              1000-9,999           1-2 
## 657     15,000-19,999                      0            < 1 
## 658       4,000-4,999              1000-9,999          5-10 
## 659              <NA>                    <NA>           1-2 
## 660     25,000-29,999                      0            1-2 
## 661       7,500-9,999                      0            1-2 
## 662              <NA>                    <NA>           1-2 
## 663   200,000-249,999              > 100,000            1-2 
## 664              <NA>                    <NA>          5-10 
## 665   125,000-149,999              > 100,000            3-5 
## 666     10,000-14,999                 100-999           < 1 
## 667              <NA>                    <NA>           None
## 668              <NA>                    <NA>          5-10 
## 669     60,000-69,999                      0            3-5 
## 670              <NA>                    <NA>           < 1 
## 671     40,000-49,999              1000-9,999         10-20 
## 672              <NA>                    <NA>           < 1 
## 673   150,000-199,999              1000-9,999           None
## 674             0-999                 100-999           < 1 
## 675   150,000-199,999              > 100,000          10-20 
## 676     40,000-49,999                      0            3-5 
## 677             0-999                      0            None
## 678              <NA>                    <NA>           1-2 
## 679              <NA>                    <NA>           < 1 
## 680             0-999                    1-99           None
## 681     30,000-39,999                      0           5-10 
## 682     60,000-69,999              > 100,000          10-20 
## 683     50,000-59,999                      0            3-5 
## 684   125,000-149,999           10,000-99,999         10-20 
## 685              <NA>                    <NA>           < 1 
## 686              <NA>                    <NA>           1-2 
## 687     70,000-79,999           10,000-99,999           3-5 
## 688              <NA>                    <NA>           < 1 
## 689             0-999                      0            < 1 
## 690     80,000-89,999                    1-99           3-5 
## 691             0-999              1000-9,999           < 1 
## 692       3,000-3,999           10,000-99,999           < 1 
## 693             0-999              1000-9,999           1-2 
## 694     20,000-24,999           10,000-99,999           < 1 
## 695       1,000-1,999                    1-99           3-5 
## 696              <NA>                    <NA>           < 1 
## 697     70,000-79,999           10,000-99,999           20+ 
## 698       5,000-7,499              1000-9,999           3-5 
## 699     70,000-79,999                      0           5-10 
## 700     70,000-79,999                 100-999         10-20 
## 701   100,000-124,999              > 100,000            3-5 
## 702              <NA>                    <NA>          5-10 
## 703              <NA>                    <NA>           < 1 
## 704     10,000-14,999                 100-999           1-2 
## 705   200,000-249,999                      0           5-10 
## 706     15,000-19,999                      0            1-2 
## 707   100,000-124,999              1000-9,999           3-5 
## 708     80,000-89,999           10,000-99,999         10-20 
## 709              <NA>                    <NA>           < 1 
## 710              <NA>                    <NA>           1-2 
## 711       5,000-7,499                 100-999           3-5 
## 712     60,000-69,999                      0            3-5 
## 713             0-999                    1-99           3-5 
## 714             0-999                      0            < 1 
## 715              <NA>                    <NA>           None
## 716     60,000-69,999              > 100,000            3-5 
## 717       1,000-1,999                 100-999           1-2 
## 718              <NA>                    <NA>           < 1 
## 719              <NA>                    <NA>           20+ 
## 720       3,000-3,999                 100-999         10-20 
## 721       2,000-2,999                      0            < 1 
## 722              <NA>                    <NA>           < 1 
## 723              <NA>                    <NA>           3-5 
## 724     90,000-99,999           10,000-99,999           3-5 
## 725     15,000-19,999                      0            None
## 726       1,000-1,999                    1-99           1-2 
## 727   125,000-149,999                 100-999           3-5 
## 728     50,000-59,999                    1-99          5-10 
## 729   150,000-199,999                 100-999          5-10 
## 730              <NA>                    <NA>           < 1 
## 731     50,000-59,999                      0           5-10 
## 732              <NA>                    <NA>           < 1 
## 733       7,500-9,999                    1-99           < 1 
## 734     70,000-79,999           10,000-99,999           3-5 
## 735       5,000-7,499                 100-999           1-2 
## 736       5,000-7,499           10,000-99,999           1-2 
## 737   100,000-124,999                      0           5-10 
## 738              <NA>                    <NA>           1-2 
## 739              <NA>                    <NA>           3-5 
## 740     30,000-39,999              > 100,000            1-2 
## 741     25,000-29,999                 100-999           3-5 
## 742              <NA>                    <NA>           1-2 
## 743     40,000-49,999                      0            1-2 
## 744     15,000-19,999                 100-999           1-2 
## 745       2,000-2,999                      0            < 1 
## 746   150,000-199,999                      0           5-10 
## 747              <NA>                    <NA>           < 1 
## 748              <NA>                    <NA>          5-10 
## 749     40,000-49,999              > 100,000            3-5 
## 750     10,000-14,999              1000-9,999           1-2 
## 751   125,000-149,999              1000-9,999           20+ 
## 752              <NA>                    <NA>           < 1 
## 753       1,000-1,999                    1-99           < 1 
## 754     60,000-69,999                 100-999           < 1 
## 755   100,000-124,999                      0           5-10 
## 756     50,000-59,999                      0          10-20 
## 757             0-999                      0            None
## 758       7,500-9,999                      0            1-2 
## 759       1,000-1,999                      0            3-5 
## 760     25,000-29,999                      0            < 1 
## 761     10,000-14,999           10,000-99,999           3-5 
## 762         > 500,000              > 100,000          10-20 
## 763   125,000-149,999              > 100,000            1-2 
## 764         > 500,000              > 100,000          10-20 
## 765     70,000-79,999                      0            < 1 
## 766     20,000-24,999           10,000-99,999           3-5 
## 767   100,000-124,999              1000-9,999           1-2 
## 768   125,000-149,999                      0           5-10 
## 769       1,000-1,999                      0            None
## 770     15,000-19,999              1000-9,999           1-2 
## 771     10,000-14,999                      0            1-2 
## 772   125,000-149,999           10,000-99,999           3-5 
## 773             0-999                      0            < 1 
## 774     10,000-14,999           10,000-99,999           3-5 
## 775              <NA>                    <NA>           1-2 
## 776              <NA>                    <NA>           < 1 
## 777     30,000-39,999                      0            < 1 
## 778     25,000-29,999                      0            < 1 
## 779              <NA>                    <NA>           3-5 
## 780     40,000-49,999              1000-9,999         10-20 
## 781              <NA>                    <NA>           1-2 
## 782   125,000-149,999                 100-999          5-10 
## 783     25,000-29,999                      0            1-2 
## 784     15,000-19,999           10,000-99,999           1-2 
## 785              <NA>                    <NA>           < 1 
## 786       7,500-9,999              1000-9,999          5-10 
## 787              <NA>                    <NA>           < 1 
## 788              <NA>                    <NA>           3-5 
## 789     40,000-49,999           10,000-99,999          5-10 
## 790   125,000-149,999           10,000-99,999          5-10 
## 791              <NA>                    <NA>           < 1 
## 792     10,000-14,999                 100-999           < 1 
## 793     50,000-59,999                      0           5-10 
## 794              <NA>                    <NA>           3-5 
## 795     50,000-59,999                    1-99         10-20 
## 796     30,000-39,999                 100-999          5-10 
## 797     20,000-24,999              > 100,000            3-5 
## 798              <NA>                    <NA>           < 1 
## 799             0-999              1000-9,999         10-20 
## 800   100,000-124,999              1000-9,999           < 1 
## 801     25,000-29,999                      0            < 1 
## 802     20,000-24,999                 100-999         10-20 
## 803     40,000-49,999                    1-99          5-10 
## 804   100,000-124,999                      0           5-10 
## 805     40,000-49,999                      0            1-2 
## 806     25,000-29,999                      0            3-5 
## 807     70,000-79,999           10,000-99,999           1-2 
## 808     10,000-14,999              1000-9,999           1-2 
## 809       7,500-9,999                    1-99           < 1 
## 810     60,000-69,999              1000-9,999           3-5 
## 811       1,000-1,999                      0            < 1 
## 812              <NA>                    <NA>           None
## 813              <NA>                    <NA>           < 1 
## 814     70,000-79,999                      0            3-5 
## 815       2,000-2,999              1000-9,999           1-2 
## 816              <NA>                    <NA>           < 1 
## 817     70,000-79,999              1000-9,999           3-5 
## 818   250,000-299,999           10,000-99,999          5-10 
## 819              <NA>                    <NA>          5-10 
## 820     80,000-89,999                      0           5-10 
## 821              <NA>                    <NA>           None
## 822       2,000-2,999                 100-999           None
## 823     50,000-59,999                      0          10-20 
## 824     50,000-59,999                      0            3-5 
## 825     40,000-49,999                      0           5-10 
## 826   150,000-199,999              > 100,000            3-5 
## 827     25,000-29,999                    1-99           < 1 
## 828     80,000-89,999              > 100,000            3-5 
## 829   100,000-124,999                 100-999           3-5 
## 830         > 500,000              > 100,000          10-20 
## 831       5,000-7,499                 100-999           < 1 
## 832   150,000-199,999                      0           5-10 
## 833             0-999                 100-999           3-5 
## 834       5,000-7,499           10,000-99,999          5-10 
## 835             0-999                    1-99           < 1 
## 836              <NA>                    <NA>           1-2 
## 837              <NA>                    <NA>           1-2 
## 838             0-999                      0            1-2 
## 839     25,000-29,999                      0            < 1 
## 840   200,000-249,999              > 100,000            20+ 
## 841     25,000-29,999                      0           5-10 
## 842              <NA>                    <NA>           < 1 
## 843             0-999              1000-9,999           < 1 
## 844     30,000-39,999                      0            < 1 
## 845     25,000-29,999              1000-9,999           3-5 
## 846              <NA>                    <NA>          5-10 
## 847       1,000-1,999                 100-999           < 1 
## 848   100,000-124,999              > 100,000            3-5 
## 849              <NA>                    <NA>           < 1 
## 850     40,000-49,999                 100-999          5-10 
## 851     10,000-14,999                    1-99           3-5 
## 852     60,000-69,999           10,000-99,999           1-2 
## 853   125,000-149,999           10,000-99,999         10-20 
## 854   125,000-149,999           10,000-99,999           20+ 
## 855     30,000-39,999           10,000-99,999          5-10 
## 856             0-999                      0            None
## 857   100,000-124,999           10,000-99,999           20+ 
## 858              <NA>                    <NA>           3-5 
## 859              <NA>                    <NA>           None
## 860              <NA>                    <NA>           None
## 861              <NA>                    <NA>           3-5 
## 862              <NA>                    <NA>           < 1 
## 863       5,000-7,499                      0            1-2 
## 864   125,000-149,999                      0            3-5 
## 865     60,000-69,999                 100-999          5-10 
## 866       1,000-1,999              1000-9,999           3-5 
## 867       5,000-7,499                    1-99           1-2 
## 868              <NA>                    <NA>           1-2 
## 869              <NA>                    <NA>           < 1 
## 870              <NA>                    <NA>           3-5 
## 871       2,000-2,999              1000-9,999           1-2 
## 872     60,000-69,999                 100-999          5-10 
## 873       4,000-4,999              1000-9,999          5-10 
## 874              <NA>                    <NA>           < 1 
## 875   200,000-249,999                      0            3-5 
## 876     15,000-19,999                 100-999           1-2 
## 877     20,000-24,999              1000-9,999           3-5 
## 878       7,500-9,999                      0            < 1 
## 879       5,000-7,499                 100-999           < 1 
## 880       5,000-7,499              > 100,000            None
## 881              <NA>                    <NA>           < 1 
## 882       3,000-3,999                      0            1-2 
## 883     70,000-79,999              1000-9,999           1-2 
## 884              <NA>                    <NA>           3-5 
## 885              <NA>                    <NA>           < 1 
## 886   125,000-149,999                      0          10-20 
## 887     50,000-59,999                      0            3-5 
## 888              <NA>                    <NA>           < 1 
## 889              <NA>                    <NA>           1-2 
## 890             0-999                      0            3-5 
## 891   150,000-199,999           10,000-99,999          5-10 
## 892     60,000-69,999           10,000-99,999          5-10 
## 893     25,000-29,999              1000-9,999         10-20 
## 894     30,000-39,999                      0            < 1 
## 895     60,000-69,999              1000-9,999         10-20 
## 896              <NA>                    <NA>           < 1 
## 897              <NA>                    <NA>           3-5 
## 898             0-999                      0            None
## 899       5,000-7,499                 100-999           1-2 
## 900       3,000-3,999                      0            None
## 901              <NA>                    <NA>          5-10 
## 902              <NA>                    <NA>           1-2 
## 903   100,000-124,999           10,000-99,999           3-5 
## 904       4,000-4,999                      0            < 1 
## 905     10,000-14,999                 100-999           3-5 
## 906   125,000-149,999           10,000-99,999         10-20 
## 907       7,500-9,999              > 100,000            1-2 
## 908     20,000-24,999                      0            1-2 
## 909              <NA>                    <NA>           < 1 
## 910   125,000-149,999              1000-9,999           3-5 
## 911   100,000-124,999                      0            < 1 
## 912     30,000-39,999              > 100,000            1-2 
## 913              <NA>                    <NA>           1-2 
## 914     15,000-19,999                    1-99           1-2 
## 915     20,000-24,999                 100-999           1-2 
## 916   100,000-124,999              > 100,000            3-5 
## 917     80,000-89,999                 100-999           1-2 
## 918     30,000-39,999           10,000-99,999           None
## 919     80,000-89,999                      0            1-2 
## 920              <NA>                    <NA>           < 1 
## 921              <NA>                    <NA>           3-5 
## 922              <NA>                    <NA>           < 1 
## 923       2,000-2,999                    1-99           < 1 
## 924              <NA>                    <NA>           3-5 
## 925       5,000-7,499                 100-999           < 1 
## 926              <NA>                    <NA>           None
## 927              <NA>                    <NA>           1-2 
## 928             0-999                 100-999           3-5 
## 929   125,000-149,999           10,000-99,999         10-20 
## 930             0-999                    1-99           3-5 
## 931              <NA>                    <NA>           < 1 
## 932              <NA>                    <NA>           < 1 
## 933              <NA>                    <NA>           < 1 
## 934             0-999                 100-999          5-10 
## 935     40,000-49,999              1000-9,999           1-2 
## 936              <NA>                    <NA>           3-5 
## 937     30,000-39,999                 100-999          5-10 
## 938       1,000-1,999                      0            20+ 
## 939              <NA>                    <NA>           1-2 
## 940   100,000-124,999              > 100,000           5-10 
## 941     30,000-39,999                      0            < 1 
## 942       1,000-1,999                    1-99          5-10 
## 943   300,000-500,000              > 100,000          10-20 
## 944   150,000-199,999           10,000-99,999         10-20 
## 945     70,000-79,999                      0            3-5 
## 946     20,000-24,999                 100-999           3-5 
## 947              <NA>                    <NA>           < 1 
## 948     70,000-79,999                      0          10-20 
## 949             0-999                 100-999           < 1 
## 950             0-999                 100-999           1-2 
## 951     30,000-39,999           10,000-99,999           1-2 
## 952              <NA>                    <NA>           < 1 
## 953       2,000-2,999                      0           5-10 
## 954   100,000-124,999           10,000-99,999           3-5 
## 955     20,000-24,999                 100-999          5-10 
## 956     70,000-79,999              1000-9,999          5-10 
## 957       3,000-3,999                    1-99           3-5 
## 958              <NA>                    <NA>         10-20 
## 959              <NA>                    <NA>           3-5 
## 960       5,000-7,499                    1-99           1-2 
## 961             0-999              1000-9,999           < 1 
## 962             0-999                 100-999           3-5 
## 963     10,000-14,999                 100-999           < 1 
## 964              <NA>                    <NA>           < 1 
## 965     25,000-29,999           10,000-99,999          5-10 
## 966   150,000-199,999              > 100,000           5-10 
## 967     30,000-39,999                    1-99           3-5 
## 968              <NA>                    <NA>           1-2 
## 969             0-999                      0            1-2 
## 970     30,000-39,999                      0            1-2 
## 971             0-999              1000-9,999           < 1 
## 972   250,000-299,999                      0            20+ 
## 973   300,000-500,000           10,000-99,999           20+ 
## 974              <NA>                    <NA>           1-2 
## 975   100,000-124,999           10,000-99,999         10-20 
## 976       4,000-4,999                    1-99           1-2 
## 977   125,000-149,999              > 100,000          10-20 
## 978       1,000-1,999                      0            None
## 979              <NA>                    <NA>           < 1 
## 980              <NA>                    <NA>           1-2 
## 981              <NA>                    <NA>           None
## 982   150,000-199,999                      0            1-2 
## 983              <NA>                    <NA>           1-2 
## 984   100,000-124,999                      0            3-5 
## 985   250,000-299,999              > 100,000            1-2 
## 986              <NA>                    <NA>           < 1 
## 987     70,000-79,999                      0            1-2 
## 988     25,000-29,999              1000-9,999          5-10 
## 989       5,000-7,499                      0            1-2 
## 990     10,000-14,999              1000-9,999           1-2 
## 991   100,000-124,999                      0            20+ 
## 992   125,000-149,999           10,000-99,999           20+ 
## 993     25,000-29,999                    1-99           1-2 
## 994     80,000-89,999              1000-9,999           3-5 
## 995             0-999                 100-999           3-5 
## 996     15,000-19,999                 100-999           < 1 
## 997             0-999                 100-999          5-10 
## 998              <NA>                    <NA>           < 1 
## 999     30,000-39,999           10,000-99,999           3-5 
## 1000             <NA>                    <NA>           None
## 1001    40,000-49,999              1000-9,999          5-10 
## 1002    80,000-89,999                      0            3-5 
## 1003             <NA>                    <NA>           < 1 
## 1004      1,000-1,999                 100-999           1-2 
## 1005            0-999                    1-99           1-2 
## 1006    30,000-39,999                 100-999           3-5 
## 1007      7,500-9,999              1000-9,999           3-5 
## 1008    20,000-24,999                      0            1-2 
## 1009    60,000-69,999                      0            1-2 
## 1010             <NA>                    <NA>           None
## 1011    10,000-14,999                      0            1-2 
## 1012  150,000-199,999              > 100,000            3-5 
## 1013             <NA>                    <NA>          5-10 
## 1014    90,000-99,999           10,000-99,999          5-10 
## 1015  125,000-149,999           10,000-99,999          5-10 
## 1016    80,000-89,999              > 100,000            < 1 
## 1017    30,000-39,999                    1-99           1-2 
## 1018      1,000-1,999                      0            1-2 
## 1019  150,000-199,999              > 100,000          10-20 
## 1020            0-999                      0           5-10 
## 1021    50,000-59,999           10,000-99,999         10-20 
## 1022  150,000-199,999              > 100,000          10-20 
## 1023    15,000-19,999              1000-9,999           3-5 
## 1024    20,000-24,999           10,000-99,999           3-5 
## 1025      3,000-3,999                 100-999           3-5 
## 1026             <NA>                    <NA>           1-2 
## 1027    50,000-59,999                 100-999           3-5 
## 1028  250,000-299,999              1000-9,999         10-20 
## 1029  100,000-124,999                 100-999           < 1 
## 1030            0-999                      0            3-5 
## 1031    25,000-29,999                    1-99          5-10 
## 1032             <NA>                    <NA>           1-2 
## 1033            0-999                 100-999           1-2 
## 1034    60,000-69,999                      0            3-5 
## 1035  150,000-199,999              > 100,000            None
## 1036    70,000-79,999                      0            3-5 
## 1037            0-999                      0            < 1 
## 1038    15,000-19,999                      0            None
## 1039    15,000-19,999                      0          10-20 
## 1040    70,000-79,999              1000-9,999           1-2 
## 1041    90,000-99,999              1000-9,999           20+ 
## 1042    40,000-49,999           10,000-99,999         10-20 
## 1043      4,000-4,999                 100-999           3-5 
## 1044  200,000-249,999                      0          10-20 
## 1045  125,000-149,999           10,000-99,999           < 1 
## 1046             <NA>                    <NA>           None
## 1047    25,000-29,999                 100-999           1-2 
## 1048    30,000-39,999                      0            < 1 
## 1049      5,000-7,499                      0            None
## 1050      5,000-7,499                      0            None
## 1051  125,000-149,999              1000-9,999          5-10 
## 1052             <NA>                    <NA>           3-5 
## 1053            0-999                    1-99           < 1 
## 1054  100,000-124,999                      0            3-5 
## 1055    15,000-19,999           10,000-99,999           < 1 
## 1056            0-999                 100-999           < 1 
## 1057    25,000-29,999                      0           5-10 
## 1058  125,000-149,999              1000-9,999           3-5 
## 1059             <NA>                    <NA>           3-5 
## 1060      5,000-7,499                      0            1-2 
## 1061    40,000-49,999                 100-999          5-10 
## 1062    50,000-59,999                 100-999          5-10 
## 1063             <NA>                    <NA>           < 1 
## 1064      5,000-7,499                      0            < 1 
## 1065            0-999                 100-999           1-2 
## 1066    20,000-24,999           10,000-99,999           1-2 
## 1067             <NA>                    <NA>          5-10 
## 1068    40,000-49,999                      0            3-5 
## 1069    90,000-99,999              1000-9,999           3-5 
## 1070  125,000-149,999              > 100,000            1-2 
## 1071    50,000-59,999                      0            1-2 
## 1072    70,000-79,999              > 100,000            1-2 
## 1073             <NA>                    <NA>           3-5 
## 1074    25,000-29,999                      0            < 1 
## 1075      2,000-2,999              1000-9,999           < 1 
## 1076             <NA>                    <NA>           < 1 
## 1077  150,000-199,999              > 100,000           5-10 
## 1078             <NA>                    <NA>           < 1 
## 1079    15,000-19,999                    1-99           < 1 
## 1080    30,000-39,999                      0           5-10 
## 1081  150,000-199,999                    1-99          5-10 
## 1082             <NA>                    <NA>           3-5 
## 1083    80,000-89,999              1000-9,999          5-10 
## 1084    20,000-24,999                 100-999           1-2 
## 1085    30,000-39,999                 100-999           3-5 
## 1086    40,000-49,999                 100-999           < 1 
## 1087    15,000-19,999                      0            < 1 
## 1088             <NA>                    <NA>           3-5 
## 1089            0-999                    1-99           < 1 
## 1090            0-999                 100-999           < 1 
## 1091    10,000-14,999                    1-99           3-5 
## 1092             <NA>                    <NA>           < 1 
## 1093    90,000-99,999                 100-999           3-5 
## 1094             <NA>                    <NA>           3-5 
## 1095    20,000-24,999                 100-999           1-2 
## 1096    15,000-19,999              1000-9,999           3-5 
## 1097    10,000-14,999                      0            1-2 
## 1098  100,000-124,999           10,000-99,999          5-10 
## 1099             <NA>                    <NA>           < 1 
## 1100    10,000-14,999                    1-99           3-5 
## 1101  125,000-149,999              1000-9,999           3-5 
## 1102    50,000-59,999                      0            1-2 
## 1103  150,000-199,999           10,000-99,999         10-20 
## 1104    70,000-79,999                      0           5-10 
## 1105    10,000-14,999              1000-9,999           < 1 
## 1106             <NA>                    <NA>           < 1 
## 1107    50,000-59,999                      0           5-10 
## 1108      1,000-1,999              1000-9,999           3-5 
## 1109    30,000-39,999              1000-9,999          5-10 
## 1110             <NA>                    <NA>           1-2 
## 1111    80,000-89,999              1000-9,999           3-5 
## 1112    20,000-24,999                 100-999           3-5 
## 1113      1,000-1,999                 100-999           None
## 1114             <NA>                    <NA>           1-2 
## 1115             <NA>                    <NA>           < 1 
## 1116            0-999                    1-99           < 1 
## 1117    60,000-69,999           10,000-99,999          5-10 
## 1118  100,000-124,999           10,000-99,999           None
## 1119    50,000-59,999                 100-999           3-5 
## 1120  125,000-149,999              1000-9,999           1-2 
## 1121  100,000-124,999                      0           5-10 
## 1122             <NA>                    <NA>           1-2 
## 1123      7,500-9,999              1000-9,999           1-2 
## 1124    30,000-39,999                      0            20+ 
## 1125    60,000-69,999                      0            3-5 
## 1126    20,000-24,999                 100-999           3-5 
## 1127    80,000-89,999              1000-9,999          5-10 
## 1128    70,000-79,999                    1-99           1-2 
## 1129    20,000-24,999                      0          10-20 
## 1130  125,000-149,999                      0            3-5 
## 1131  150,000-199,999                      0          10-20 
## 1132            0-999                      0            3-5 
## 1133  125,000-149,999                      0            1-2 
## 1134             <NA>                    <NA>           1-2 
## 1135  125,000-149,999              > 100,000            3-5 
## 1136            0-999                    1-99           < 1 
## 1137             <NA>                    <NA>           1-2 
## 1138    10,000-14,999                      0            1-2 
## 1139    70,000-79,999              > 100,000            1-2 
## 1140  125,000-149,999              1000-9,999           3-5 
## 1141      7,500-9,999                 100-999           3-5 
## 1142    30,000-39,999              1000-9,999          5-10 
## 1143             <NA>                    <NA>           None
## 1144    25,000-29,999              1000-9,999           20+ 
## 1145      2,000-2,999              1000-9,999           1-2 
## 1146    20,000-24,999              > 100,000            3-5 
## 1147             <NA>                    <NA>           < 1 
## 1148             <NA>                    <NA>           1-2 
## 1149    70,000-79,999                    1-99           3-5 
## 1150            0-999                      0          10-20 
## 1151             <NA>                    <NA>          5-10 
## 1152    80,000-89,999           10,000-99,999           3-5 
## 1153  200,000-249,999              1000-9,999           1-2 
## 1154    90,000-99,999           10,000-99,999           3-5 
## 1155    15,000-19,999                      0          10-20 
## 1156    10,000-14,999                    1-99           < 1 
## 1157  125,000-149,999                 100-999          5-10 
## 1158      5,000-7,499                    1-99           1-2 
## 1159      7,500-9,999                 100-999           3-5 
## 1160    70,000-79,999                      0            3-5 
## 1161    30,000-39,999                      0            1-2 
## 1162             <NA>                    <NA>          5-10 
## 1163    20,000-24,999              1000-9,999           3-5 
## 1164  125,000-149,999                    1-99         10-20 
## 1165             <NA>                    <NA>           < 1 
## 1166             <NA>                    <NA>           1-2 
## 1167             <NA>                    <NA>           1-2 
## 1168             <NA>                    <NA>           1-2 
## 1169             <NA>                    <NA>           20+ 
## 1170             <NA>                    <NA>          5-10 
## 1171  150,000-199,999              > 100,000            20+ 
## 1172    40,000-49,999                 100-999           3-5 
## 1173    10,000-14,999                      0            1-2 
## 1174             <NA>                    <NA>           1-2 
## 1175  125,000-149,999              1000-9,999           20+ 
## 1176             <NA>                    <NA>           1-2 
## 1177      2,000-2,999                    1-99           < 1 
## 1178      7,500-9,999              1000-9,999           1-2 
## 1179            0-999                 100-999          5-10 
## 1180             <NA>                    <NA>           <NA>
## 1181    20,000-24,999                 100-999           20+ 
## 1182             <NA>                    <NA>           3-5 
## 1183    10,000-14,999                      0            < 1 
## 1184             <NA>                    <NA>           < 1 
## 1185    15,000-19,999              1000-9,999           None
## 1186             <NA>                    <NA>           3-5 
## 1187             <NA>                    <NA>           1-2 
## 1188             <NA>                    <NA>           < 1 
## 1189             <NA>                    <NA>           3-5 
## 1190  200,000-249,999                      0            20+ 
## 1191            0-999                      0            1-2 
## 1192    20,000-24,999                 100-999           3-5 
## 1193             <NA>                    <NA>           1-2 
## 1194    20,000-24,999                 100-999           3-5 
## 1195  125,000-149,999           10,000-99,999          5-10 
## 1196             <NA>                    <NA>           3-5 
## 1197    25,000-29,999                      0            < 1 
## 1198    10,000-14,999                    1-99           1-2 
## 1199  125,000-149,999           10,000-99,999           20+ 
## 1200      5,000-7,499              1000-9,999           < 1 
## 1201      3,000-3,999                      0            < 1 
## 1202    90,000-99,999              1000-9,999         10-20 
## 1203    20,000-24,999              1000-9,999           1-2 
## 1204    30,000-39,999                 100-999           3-5 
## 1205  100,000-124,999                 100-999         10-20 
## 1206    90,000-99,999                      0            1-2 
## 1207             <NA>                    <NA>           < 1 
## 1208    30,000-39,999                    1-99           3-5 
## 1209             <NA>                    <NA>           1-2 
## 1210             <NA>                    <NA>           < 1 
## 1211             <NA>                    <NA>           None
## 1212             <NA>                    <NA>           < 1 
## 1213    40,000-49,999                      0            1-2 
## 1214             <NA>                    <NA>           None
## 1215    70,000-79,999           10,000-99,999           3-5 
## 1216    30,000-39,999                      0            < 1 
## 1217  125,000-149,999              > 100,000            20+ 
## 1218             <NA>                    <NA>           3-5 
## 1219    50,000-59,999           10,000-99,999           3-5 
## 1220  100,000-124,999           10,000-99,999          5-10 
## 1221    70,000-79,999                 100-999           3-5 
## 1222    30,000-39,999                      0            < 1 
## 1223             <NA>                    <NA>           < 1 
## 1224             <NA>                    <NA>           3-5 
## 1225  250,000-299,999              > 100,000          10-20 
## 1226             <NA>                    <NA>           1-2 
## 1227  125,000-149,999                 100-999           20+ 
## 1228             <NA>                    <NA>           < 1 
## 1229      2,000-2,999                      0            1-2 
## 1230            0-999                    1-99           < 1 
## 1231    50,000-59,999              1000-9,999          5-10 
## 1232      3,000-3,999                      0            < 1 
## 1233    90,000-99,999              1000-9,999           1-2 
## 1234  250,000-299,999           10,000-99,999         10-20 
## 1235    60,000-69,999                      0           5-10 
## 1236  100,000-124,999              > 100,000            3-5 
## 1237    30,000-39,999                 100-999           3-5 
## 1238  100,000-124,999                      0          10-20 
## 1239             <NA>                    <NA>           1-2 
## 1240  100,000-124,999              1000-9,999         10-20 
## 1241    20,000-24,999                      0            3-5 
## 1242             <NA>                    <NA>           None
## 1243             <NA>                    <NA>           None
## 1244    70,000-79,999                      0            1-2 
## 1245  150,000-199,999                      0            3-5 
## 1246    25,000-29,999                      0           5-10 
## 1247    15,000-19,999                 100-999           3-5 
## 1248    40,000-49,999                      0            3-5 
## 1249    80,000-89,999              1000-9,999           3-5 
## 1250    20,000-24,999              > 100,000            3-5 
## 1251             <NA>                    <NA>           < 1 
## 1252             <NA>                    <NA>           1-2 
## 1253    20,000-24,999              1000-9,999          5-10 
## 1254    30,000-39,999                    1-99           1-2 
## 1255      4,000-4,999                 100-999           3-5 
## 1256  150,000-199,999           10,000-99,999          5-10 
## 1257            0-999                    1-99           3-5 
## 1258    15,000-19,999                      0            < 1 
## 1259  100,000-124,999                      0           5-10 
## 1260    70,000-79,999                      0            1-2 
## 1261  125,000-149,999           10,000-99,999           1-2 
## 1262    20,000-24,999                      0            < 1 
## 1263      7,500-9,999              1000-9,999           3-5 
## 1264  250,000-299,999              > 100,000            3-5 
## 1265    80,000-89,999              1000-9,999           3-5 
## 1266    60,000-69,999                    1-99           1-2 
## 1267  200,000-249,999              > 100,000            1-2 
## 1268  100,000-124,999              1000-9,999         10-20 
## 1269             <NA>                    <NA>           < 1 
## 1270             <NA>                    <NA>           None
## 1271    70,000-79,999           10,000-99,999           3-5 
## 1272      1,000-1,999              1000-9,999           3-5 
## 1273             <NA>                    <NA>           < 1 
## 1274      2,000-2,999                      0           5-10 
## 1275    70,000-79,999                      0           5-10 
## 1276    20,000-24,999                 100-999           < 1 
## 1277  200,000-249,999              > 100,000          10-20 
## 1278            0-999                    1-99           1-2 
## 1279            0-999           10,000-99,999           1-2 
## 1280            0-999                      0           5-10 
## 1281    80,000-89,999                    1-99         10-20 
## 1282    15,000-19,999                      0            1-2 
## 1283      4,000-4,999                      0            1-2 
## 1284    90,000-99,999           10,000-99,999         10-20 
## 1285      7,500-9,999                    1-99           1-2 
## 1286    50,000-59,999                    1-99           3-5 
## 1287             <NA>                    <NA>           1-2 
## 1288             <NA>                    <NA>           < 1 
## 1289    80,000-89,999              1000-9,999           3-5 
## 1290      5,000-7,499           10,000-99,999          5-10 
## 1291    30,000-39,999                      0           5-10 
## 1292             <NA>                    <NA>           20+ 
## 1293    40,000-49,999              1000-9,999           3-5 
## 1294    40,000-49,999                 100-999          5-10 
## 1295  125,000-149,999              > 100,000           5-10 
## 1296    90,000-99,999           10,000-99,999           None
## 1297    80,000-89,999                      0          10-20 
## 1298    40,000-49,999                      0            3-5 
## 1299  150,000-199,999              > 100,000          10-20 
## 1300    60,000-69,999                      0           5-10 
## 1301    10,000-14,999                    1-99           1-2 
## 1302            0-999                    1-99           < 1 
## 1303    80,000-89,999                      0           5-10 
## 1304  150,000-199,999           10,000-99,999           20+ 
## 1305  100,000-124,999                      0          10-20 
## 1306            0-999                      0            1-2 
## 1307    25,000-29,999                      0            1-2 
## 1308            0-999                    1-99           < 1 
## 1309  100,000-124,999                      0            3-5 
## 1310             <NA>                    <NA>           1-2 
## 1311  100,000-124,999                      0            3-5 
## 1312             <NA>                    <NA>           20+ 
## 1313    20,000-24,999                      0            1-2 
## 1314  100,000-124,999           10,000-99,999           3-5 
## 1315             <NA>                    <NA>          5-10 
## 1316  150,000-199,999              1000-9,999          5-10 
## 1317             <NA>                    <NA>           < 1 
## 1318  200,000-249,999           10,000-99,999           20+ 
## 1319    15,000-19,999                      0            3-5 
## 1320    70,000-79,999                      0          10-20 
## 1321            0-999                    1-99           1-2 
## 1322    30,000-39,999              1000-9,999           < 1 
## 1323  100,000-124,999           10,000-99,999           20+ 
## 1324  125,000-149,999                    1-99         10-20 
## 1325            0-999                    1-99           1-2 
## 1326      7,500-9,999              1000-9,999         10-20 
## 1327            0-999                      0            None
## 1328    20,000-24,999           10,000-99,999           3-5 
## 1329  100,000-124,999                    1-99           3-5 
## 1330  100,000-124,999                      0          10-20 
## 1331             <NA>                    <NA>           < 1 
## 1332    50,000-59,999              > 100,000            3-5 
## 1333    90,000-99,999           10,000-99,999          5-10 
## 1334  300,000-500,000           10,000-99,999         10-20 
## 1335            0-999                      0            3-5 
## 1336    90,000-99,999              > 100,000          10-20 
## 1337             <NA>                    <NA>           3-5 
## 1338  150,000-199,999                      0            20+ 
## 1339  150,000-199,999           10,000-99,999           3-5 
## 1340    40,000-49,999                 100-999           1-2 
## 1341  125,000-149,999              1000-9,999         10-20 
## 1342  125,000-149,999                      0            3-5 
## 1343    40,000-49,999                      0            3-5 
## 1344      1,000-1,999                      0            < 1 
## 1345  100,000-124,999                      0          10-20 
## 1346    10,000-14,999                      0            20+ 
## 1347  200,000-249,999              > 100,000            20+ 
## 1348  100,000-124,999                      0           5-10 
## 1349      3,000-3,999           10,000-99,999          5-10 
## 1350             <NA>                    <NA>           1-2 
## 1351             <NA>                    <NA>           3-5 
## 1352    70,000-79,999                      0            1-2 
## 1353  100,000-124,999           10,000-99,999         10-20 
## 1354    90,000-99,999                 100-999           3-5 
## 1355    90,000-99,999           10,000-99,999           3-5 
## 1356  100,000-124,999                      0           5-10 
## 1357    10,000-14,999                    1-99           3-5 
## 1358      5,000-7,499                    1-99           1-2 
## 1359  100,000-124,999                      0            3-5 
## 1360    70,000-79,999                      0            1-2 
## 1361    40,000-49,999              1000-9,999         10-20 
## 1362    10,000-14,999                      0            < 1 
## 1363  100,000-124,999              > 100,000           5-10 
## 1364             <NA>                    <NA>           < 1 
## 1365    60,000-69,999              1000-9,999          5-10 
## 1366  100,000-124,999                 100-999           1-2 
## 1367    50,000-59,999                    1-99         10-20 
## 1368    10,000-14,999                      0            3-5 
## 1369            0-999                      0            < 1 
## 1370             <NA>                    <NA>           None
## 1371    80,000-89,999                      0            3-5 
## 1372        > 500,000              1000-9,999          5-10 
## 1373    40,000-49,999              1000-9,999           3-5 
## 1374    40,000-49,999                      0            < 1 
## 1375      5,000-7,499                 100-999           None
## 1376    30,000-39,999                    1-99           1-2 
## 1377    30,000-39,999                      0            < 1 
## 1378    60,000-69,999           10,000-99,999          5-10 
## 1379      5,000-7,499                      0            < 1 
## 1380    50,000-59,999              1000-9,999           < 1 
## 1381             <NA>                    <NA>           < 1 
## 1382  150,000-199,999                      0          10-20 
## 1383             <NA>                    <NA>           3-5 
## 1384  150,000-199,999              > 100,000            20+ 
## 1385  300,000-500,000              > 100,000            20+ 
## 1386      7,500-9,999                      0            3-5 
## 1387    10,000-14,999              1000-9,999           None
## 1388    70,000-79,999              1000-9,999         10-20 
## 1389      5,000-7,499              > 100,000            3-5 
## 1390      4,000-4,999                    1-99           < 1 
## 1391             <NA>                    <NA>           < 1 
## 1392             <NA>                    <NA>           < 1 
## 1393             <NA>                    <NA>           1-2 
## 1394            0-999                      0            < 1 
## 1395    20,000-24,999                 100-999           3-5 
## 1396             <NA>                    <NA>           < 1 
## 1397            0-999                      0            1-2 
## 1398      1,000-1,999                 100-999           < 1 
## 1399             <NA>                    <NA>           < 1 
## 1400             <NA>                    <NA>           1-2 
## 1401  100,000-124,999              > 100,000           5-10 
## 1402             <NA>                    <NA>           1-2 
## 1403    90,000-99,999              1000-9,999           3-5 
## 1404    15,000-19,999              1000-9,999           3-5 
## 1405             <NA>                    <NA>           < 1 
## 1406    20,000-24,999              1000-9,999           < 1 
## 1407    15,000-19,999                      0            < 1 
## 1408             <NA>                    <NA>           1-2 
## 1409    60,000-69,999                 100-999         10-20 
## 1410  150,000-199,999                      0           5-10 
## 1411    25,000-29,999              > 100,000            < 1 
## 1412             <NA>                    <NA>           < 1 
## 1413            0-999                      0            < 1 
## 1414    30,000-39,999              > 100,000            3-5 
## 1415    10,000-14,999                      0            None
## 1416    10,000-14,999                      0           5-10 
## 1417    10,000-14,999              1000-9,999           3-5 
## 1418    60,000-69,999                      0          10-20 
## 1419    70,000-79,999                      0           5-10 
## 1420    25,000-29,999              1000-9,999          5-10 
## 1421    50,000-59,999              > 100,000           5-10 
## 1422            0-999              > 100,000          10-20 
## 1423    90,000-99,999                      0            < 1 
## 1424    70,000-79,999                      0          10-20 
## 1425    50,000-59,999                 100-999           3-5 
## 1426             <NA>                    <NA>           < 1 
## 1427    10,000-14,999           10,000-99,999           1-2 
## 1428    20,000-24,999                 100-999           1-2 
## 1429             <NA>                    <NA>           < 1 
## 1430  150,000-199,999                 100-999         10-20 
## 1431  100,000-124,999                 100-999           20+ 
## 1432  150,000-199,999                      0            3-5 
## 1433  100,000-124,999           10,000-99,999          5-10 
## 1434    50,000-59,999                 100-999         10-20 
## 1435             <NA>                    <NA>           None
## 1436  100,000-124,999              > 100,000            20+ 
## 1437      3,000-3,999              1000-9,999           < 1 
## 1438             <NA>                    <NA>           1-2 
## 1439             <NA>                    <NA>           1-2 
## 1440    25,000-29,999                      0           5-10 
## 1441             <NA>                    <NA>           1-2 
## 1442  100,000-124,999                      0            3-5 
## 1443    70,000-79,999           10,000-99,999           3-5 
## 1444    10,000-14,999                      0            1-2 
## 1445             <NA>                    <NA>           1-2 
## 1446             <NA>                    <NA>           < 1 
## 1447    15,000-19,999                      0            1-2 
## 1448            0-999                    1-99           3-5 
## 1449    30,000-39,999                 100-999           3-5 
## 1450      3,000-3,999                 100-999           1-2 
## 1451             <NA>                    <NA>           1-2 
## 1452    90,000-99,999                      0           5-10 
## 1453  150,000-199,999              > 100,000           5-10 
## 1454  100,000-124,999              > 100,000          10-20 
## 1455      4,000-4,999                      0            < 1 
## 1456             <NA>                    <NA>           < 1 
## 1457             <NA>                    <NA>           1-2 
## 1458  300,000-500,000           10,000-99,999          5-10 
## 1459    90,000-99,999              1000-9,999           < 1 
## 1460      5,000-7,499                      0            None
## 1461    60,000-69,999              1000-9,999           < 1 
## 1462  150,000-199,999              > 100,000           5-10 
## 1463             <NA>                    <NA>           < 1 
## 1464    50,000-59,999                      0           5-10 
## 1465  150,000-199,999           10,000-99,999         10-20 
## 1466      3,000-3,999                      0            1-2 
## 1467             <NA>                    <NA>           1-2 
## 1468  125,000-149,999                      0            None
## 1469    30,000-39,999              1000-9,999           1-2 
## 1470    80,000-89,999           10,000-99,999          5-10 
## 1471  150,000-199,999              > 100,000            20+ 
## 1472    70,000-79,999              1000-9,999         10-20 
## 1473            0-999                    1-99          5-10 
## 1474    40,000-49,999           10,000-99,999           3-5 
## 1475    10,000-14,999              1000-9,999           3-5 
## 1476    90,000-99,999                      0           5-10 
## 1477             <NA>                    <NA>           < 1 
## 1478    20,000-24,999              1000-9,999           1-2 
## 1479  100,000-124,999                      0            3-5 
## 1480  150,000-199,999                      0            20+ 
## 1481    40,000-49,999                      0            None
## 1482    80,000-89,999              > 100,000            20+ 
## 1483    90,000-99,999           10,000-99,999          5-10 
## 1484             <NA>                    <NA>           1-2 
## 1485  200,000-249,999              > 100,000          10-20 
## 1486            0-999                 100-999           1-2 
## 1487    10,000-14,999                    1-99           1-2 
## 1488             <NA>                    <NA>           < 1 
## 1489      3,000-3,999                      0            None
## 1490    30,000-39,999              1000-9,999          5-10 
## 1491             <NA>                    <NA>           < 1 
## 1492  100,000-124,999                 100-999          5-10 
## 1493    50,000-59,999              > 100,000            3-5 
## 1494    10,000-14,999                      0            1-2 
## 1495  300,000-500,000              > 100,000            20+ 
## 1496             <NA>                    <NA>           3-5 
## 1497             <NA>                    <NA>           < 1 
## 1498             <NA>                    <NA>           1-2 
## 1499    30,000-39,999              1000-9,999           3-5 
## 1500             <NA>                    <NA>           1-2 
## 1501             <NA>                    <NA>           1-2 
## 1502  250,000-299,999                 100-999           20+ 
## 1503    60,000-69,999                      0            3-5 
## 1504      4,000-4,999                      0            < 1 
## 1505             <NA>                    <NA>           < 1 
## 1506    50,000-59,999                 100-999           1-2 
## 1507    60,000-69,999              1000-9,999           3-5 
## 1508    90,000-99,999           10,000-99,999         10-20 
## 1509    60,000-69,999              1000-9,999          5-10 
## 1510    40,000-49,999                 100-999           3-5 
## 1511      4,000-4,999                      0            3-5 
## 1512             <NA>                    <NA>           3-5 
## 1513            0-999              1000-9,999          5-10 
## 1514  100,000-124,999                      0            1-2 
## 1515            0-999              > 100,000            3-5 
## 1516            0-999                      0            3-5 
## 1517    40,000-49,999                    1-99           1-2 
## 1518    15,000-19,999                 100-999           3-5 
## 1519    90,000-99,999                 100-999           3-5 
## 1520    80,000-89,999                      0            < 1 
## 1521            0-999              1000-9,999           None
## 1522  150,000-199,999           10,000-99,999           20+ 
## 1523    90,000-99,999                      0          10-20 
## 1524      3,000-3,999                      0            1-2 
## 1525    80,000-89,999                      0           5-10 
## 1526    50,000-59,999                      0            3-5 
## 1527  125,000-149,999              1000-9,999           3-5 
## 1528    70,000-79,999              > 100,000            3-5 
## 1529             <NA>                    <NA>           < 1 
## 1530      2,000-2,999              1000-9,999           < 1 
## 1531      1,000-1,999                 100-999          5-10 
## 1532    60,000-69,999                 100-999           < 1 
## 1533    15,000-19,999              1000-9,999           20+ 
## 1534    30,000-39,999           10,000-99,999           1-2 
## 1535  100,000-124,999           10,000-99,999         10-20 
## 1536    70,000-79,999              1000-9,999           3-5 
## 1537    10,000-14,999                      0            3-5 
## 1538             <NA>                    <NA>          5-10 
## 1539      1,000-1,999                 100-999           < 1 
## 1540    10,000-14,999                 100-999           3-5 
## 1541    20,000-24,999              1000-9,999         10-20 
## 1542  150,000-199,999              > 100,000            < 1 
## 1543    20,000-24,999              1000-9,999           3-5 
## 1544    50,000-59,999              1000-9,999           1-2 
## 1545    70,000-79,999              1000-9,999          5-10 
## 1546             <NA>                    <NA>           None
## 1547    15,000-19,999              1000-9,999           20+ 
## 1548  200,000-249,999              > 100,000           5-10 
## 1549             <NA>                    <NA>           1-2 
## 1550      2,000-2,999                      0            < 1 
## 1551  125,000-149,999           10,000-99,999          5-10 
## 1552             <NA>                    <NA>           < 1 
## 1553             <NA>                    <NA>           1-2 
## 1554             <NA>                    <NA>           < 1 
## 1555    40,000-49,999              1000-9,999           20+ 
## 1556  200,000-249,999              > 100,000           5-10 
## 1557    90,000-99,999                      0            None
## 1558    60,000-69,999              1000-9,999          5-10 
## 1559        > 500,000                      0          10-20 
## 1560  150,000-199,999                      0           5-10 
## 1561    20,000-24,999           10,000-99,999           3-5 
## 1562    25,000-29,999                    1-99           1-2 
## 1563    60,000-69,999              > 100,000            1-2 
## 1564    60,000-69,999           10,000-99,999           3-5 
## 1565    60,000-69,999                 100-999           1-2 
## 1566             <NA>                    <NA>           None
## 1567            0-999                    1-99          5-10 
## 1568             <NA>                    <NA>           1-2 
## 1569    15,000-19,999                 100-999           < 1 
## 1570    20,000-24,999                    1-99           < 1 
## 1571            0-999                    1-99           3-5 
## 1572      1,000-1,999                    1-99           3-5 
## 1573    20,000-24,999                 100-999         10-20 
## 1574      4,000-4,999                 100-999           < 1 
## 1575            0-999                      0            None
## 1576    15,000-19,999                      0            1-2 
## 1577            0-999                 100-999           1-2 
## 1578             <NA>                    <NA>           < 1 
## 1579    25,000-29,999                    1-99           3-5 
## 1580             <NA>                    <NA>           None
## 1581    40,000-49,999                      0            3-5 
## 1582  125,000-149,999              > 100,000            20+ 
## 1583    30,000-39,999                 100-999           1-2 
## 1584  150,000-199,999           10,000-99,999         10-20 
## 1585    60,000-69,999                      0            3-5 
## 1586    30,000-39,999                 100-999           1-2 
## 1587      1,000-1,999              1000-9,999           < 1 
## 1588             <NA>                    <NA>           1-2 
## 1589    80,000-89,999              1000-9,999           < 1 
## 1590  100,000-124,999              1000-9,999           1-2 
## 1591             <NA>                    <NA>           3-5 
## 1592    10,000-14,999                      0            20+ 
## 1593  125,000-149,999           10,000-99,999         10-20 
## 1594             <NA>                    <NA>           < 1 
## 1595            0-999              1000-9,999          5-10 
## 1596    30,000-39,999              1000-9,999          5-10 
## 1597    90,000-99,999           10,000-99,999         10-20 
## 1598             <NA>                    <NA>           < 1 
## 1599    15,000-19,999              1000-9,999           3-5 
## 1600             <NA>                    <NA>          5-10 
## 1601    30,000-39,999                      0            1-2 
## 1602    90,000-99,999              > 100,000            1-2 
## 1603      3,000-3,999                      0           5-10 
## 1604             <NA>                    <NA>           < 1 
## 1605             <NA>                    <NA>         10-20 
## 1606             <NA>                    <NA>           < 1 
## 1607    20,000-24,999              1000-9,999           < 1 
## 1608    70,000-79,999              > 100,000            1-2 
## 1609  125,000-149,999              > 100,000           5-10 
## 1610             <NA>                    <NA>           < 1 
## 1611    50,000-59,999                      0            3-5 
## 1612             <NA>                    <NA>           < 1 
## 1613            0-999                      0            20+ 
## 1614  150,000-199,999           10,000-99,999           20+ 
## 1615  150,000-199,999              > 100,000            3-5 
## 1616  150,000-199,999           10,000-99,999          5-10 
## 1617             <NA>                    <NA>           < 1 
## 1618    20,000-24,999           10,000-99,999          5-10 
## 1619  125,000-149,999              > 100,000            3-5 
## 1620      2,000-2,999              1000-9,999           3-5 
## 1621    60,000-69,999                      0           5-10 
## 1622  100,000-124,999              1000-9,999           20+ 
## 1623      4,000-4,999                 100-999           < 1 
## 1624    40,000-49,999              1000-9,999           1-2 
## 1625            0-999              > 100,000            3-5 
## 1626    70,000-79,999                      0            20+ 
## 1627    25,000-29,999              > 100,000            < 1 
## 1628    50,000-59,999              > 100,000          10-20 
## 1629  150,000-199,999                      0          10-20 
## 1630    25,000-29,999           10,000-99,999           1-2 
## 1631    40,000-49,999                      0          10-20 
## 1632      5,000-7,499                 100-999           < 1 
## 1633    30,000-39,999              1000-9,999          5-10 
## 1634  200,000-249,999           10,000-99,999           20+ 
## 1635             <NA>                    <NA>           < 1 
## 1636  100,000-124,999              > 100,000            3-5 
## 1637      2,000-2,999                      0           5-10 
## 1638            0-999                 100-999           1-2 
## 1639      1,000-1,999                      0            3-5 
## 1640  150,000-199,999              > 100,000          10-20 
## 1641             <NA>                    <NA>           < 1 
## 1642      3,000-3,999                      0            1-2 
## 1643    80,000-89,999                      0            3-5 
## 1644    70,000-79,999                 100-999           < 1 
## 1645  100,000-124,999                      0            None
## 1646  100,000-124,999                      0           5-10 
## 1647             <NA>                    <NA>           < 1 
## 1648            0-999                    1-99           < 1 
## 1649    10,000-14,999                 100-999           < 1 
## 1650             <NA>                    <NA>           1-2 
## 1651             <NA>                    <NA>           < 1 
## 1652    60,000-69,999                 100-999          5-10 
## 1653    20,000-24,999                      0            < 1 
## 1654             <NA>                    <NA>           3-5 
## 1655  100,000-124,999           10,000-99,999           3-5 
## 1656      1,000-1,999              1000-9,999           1-2 
## 1657    40,000-49,999                    1-99           1-2 
## 1658  125,000-149,999           10,000-99,999         10-20 
## 1659    80,000-89,999           10,000-99,999           3-5 
## 1660    70,000-79,999                      0            < 1 
## 1661    60,000-69,999                      0          10-20 
## 1662             <NA>                    <NA>           1-2 
## 1663    30,000-39,999                      0           5-10 
## 1664  100,000-124,999                      0          10-20 
## 1665    70,000-79,999              1000-9,999           < 1 
## 1666  125,000-149,999              1000-9,999           3-5 
## 1667            0-999                    1-99           < 1 
## 1668  125,000-149,999                 100-999           3-5 
## 1669  100,000-124,999              > 100,000           5-10 
## 1670    50,000-59,999           10,000-99,999           1-2 
## 1671    30,000-39,999                 100-999           1-2 
## 1672             <NA>                    <NA>           < 1 
## 1673    10,000-14,999              > 100,000            None
## 1674    25,000-29,999                      0            < 1 
## 1675    60,000-69,999                      0            20+ 
## 1676             <NA>                    <NA>          5-10 
## 1677  200,000-249,999              > 100,000          10-20 
## 1678    40,000-49,999                      0            1-2 
## 1679      5,000-7,499                      0            < 1 
## 1680  150,000-199,999                      0            3-5 
## 1681  125,000-149,999           10,000-99,999           20+ 
## 1682    90,000-99,999           10,000-99,999           20+ 
## 1683  125,000-149,999                      0            1-2 
## 1684             <NA>                    <NA>           1-2 
## 1685    70,000-79,999                    1-99          5-10 
## 1686             <NA>                    <NA>           < 1 
## 1687             <NA>                    <NA>          5-10 
## 1688      7,500-9,999                 100-999           3-5 
## 1689    50,000-59,999                      0            3-5 
## 1690    30,000-39,999                      0            < 1 
## 1691    50,000-59,999                    1-99           3-5 
## 1692    40,000-49,999                      0            3-5 
## 1693             <NA>                    <NA>           < 1 
## 1694             <NA>                    <NA>           None
## 1695  150,000-199,999              1000-9,999         10-20 
## 1696      1,000-1,999                    1-99           3-5 
## 1697    50,000-59,999              1000-9,999           1-2 
## 1698    90,000-99,999                    1-99         10-20 
## 1699    50,000-59,999              > 100,000          10-20 
## 1700    20,000-24,999                      0            None
## 1701            0-999                    1-99           20+ 
## 1702             <NA>                    <NA>           1-2 
## 1703  150,000-199,999           10,000-99,999          5-10 
## 1704  150,000-199,999                      0           5-10 
## 1705  200,000-249,999                      0            None
## 1706      3,000-3,999              1000-9,999           3-5 
## 1707      1,000-1,999                 100-999           1-2 
## 1708  125,000-149,999                      0            3-5 
## 1709  150,000-199,999           10,000-99,999           3-5 
## 1710             <NA>                    <NA>           < 1 
## 1711             <NA>                    <NA>           1-2 
## 1712            0-999                    1-99           < 1 
## 1713  125,000-149,999              > 100,000          10-20 
## 1714    50,000-59,999                 100-999          5-10 
## 1715    70,000-79,999                 100-999         10-20 
## 1716    50,000-59,999           10,000-99,999          5-10 
## 1717    70,000-79,999                      0            < 1 
## 1718    25,000-29,999                      0            3-5 
## 1719             <NA>                    <NA>           3-5 
## 1720    10,000-14,999              1000-9,999           3-5 
## 1721    25,000-29,999                 100-999           3-5 
## 1722            0-999                    1-99           < 1 
## 1723    30,000-39,999                      0            1-2 
## 1724    20,000-24,999                      0            < 1 
## 1725             <NA>                    <NA>           1-2 
## 1726    40,000-49,999                    1-99          5-10 
## 1727            0-999                      0           5-10 
## 1728    90,000-99,999                 100-999           3-5 
## 1729             <NA>                    <NA>           1-2 
## 1730      5,000-7,499                      0           5-10 
## 1731    25,000-29,999                      0            None
## 1732  100,000-124,999              1000-9,999           20+ 
## 1733  150,000-199,999              > 100,000            20+ 
## 1734    50,000-59,999                 100-999           3-5 
## 1735            0-999                      0            < 1 
## 1736    30,000-39,999                 100-999           1-2 
## 1737      3,000-3,999                    1-99           < 1 
## 1738    70,000-79,999                      0            3-5 
## 1739    50,000-59,999                 100-999           3-5 
## 1740      2,000-2,999           10,000-99,999           20+ 
## 1741             <NA>                    <NA>           < 1 
## 1742             <NA>                    <NA>           3-5 
## 1743             <NA>                    <NA>           1-2 
## 1744    60,000-69,999           10,000-99,999          5-10 
## 1745  100,000-124,999              > 100,000          10-20 
## 1746    40,000-49,999                    1-99         10-20 
## 1747             <NA>                    <NA>           3-5 
## 1748    90,000-99,999                 100-999           < 1 
## 1749    70,000-79,999                      0            1-2 
## 1750    40,000-49,999                      0            3-5 
## 1751             <NA>                    <NA>           < 1 
## 1752  100,000-124,999                    1-99          5-10 
## 1753      4,000-4,999              1000-9,999           1-2 
## 1754    40,000-49,999                 100-999          5-10 
## 1755             <NA>                    <NA>           < 1 
## 1756             <NA>                    <NA>           < 1 
## 1757    60,000-69,999                    1-99           20+ 
## 1758    20,000-24,999                      0            < 1 
## 1759      5,000-7,499                 100-999           3-5 
## 1760  100,000-124,999                 100-999         10-20 
## 1761    40,000-49,999                 100-999           3-5 
## 1762    40,000-49,999                      0            3-5 
## 1763      1,000-1,999                      0            1-2 
## 1764      4,000-4,999                      0            None
## 1765  150,000-199,999           10,000-99,999           3-5 
## 1766    50,000-59,999                 100-999           1-2 
## 1767             <NA>                    <NA>           < 1 
## 1768  200,000-249,999                      0          10-20 
## 1769    50,000-59,999              > 100,000           5-10 
## 1770      1,000-1,999                 100-999           1-2 
## 1771    50,000-59,999                      0            1-2 
## 1772             <NA>                    <NA>           < 1 
## 1773             <NA>                    <NA>           < 1 
## 1774             <NA>                    <NA>           1-2 
## 1775    40,000-49,999                      0            1-2 
## 1776      2,000-2,999                    1-99           < 1 
## 1777    80,000-89,999              1000-9,999           None
## 1778    90,000-99,999              1000-9,999          5-10 
## 1779    10,000-14,999                      0            1-2 
## 1780    60,000-69,999                      0            3-5 
## 1781             <NA>                    <NA>           1-2 
## 1782    60,000-69,999              1000-9,999          5-10 
## 1783             <NA>                    <NA>          5-10 
## 1784    40,000-49,999                    1-99           < 1 
## 1785  125,000-149,999              > 100,000          10-20 
## 1786      5,000-7,499                      0           5-10 
## 1787      4,000-4,999              1000-9,999           1-2 
## 1788    25,000-29,999                      0           5-10 
## 1789            0-999                      0            < 1 
## 1790    40,000-49,999                      0           5-10 
## 1791    70,000-79,999                      0           5-10 
## 1792            0-999                      0            < 1 
## 1793    30,000-39,999                      0            3-5 
## 1794    80,000-89,999                      0            < 1 
## 1795  125,000-149,999                 100-999           None
## 1796    90,000-99,999              > 100,000            3-5 
## 1797            0-999                      0          10-20 
## 1798    30,000-39,999                      0            < 1 
## 1799  200,000-249,999                 100-999           < 1 
## 1800             <NA>                    <NA>           < 1 
## 1801    10,000-14,999              1000-9,999          5-10 
## 1802             <NA>                    <NA>           1-2 
## 1803    60,000-69,999                      0            3-5 
## 1804             <NA>                    <NA>           < 1 
## 1805    60,000-69,999           10,000-99,999          5-10 
## 1806  100,000-124,999              > 100,000           5-10 
## 1807      2,000-2,999              1000-9,999           None
## 1808             <NA>                    <NA>           1-2 
## 1809            0-999                    1-99           1-2 
## 1810             <NA>                    <NA>          5-10 
## 1811    25,000-29,999                      0           5-10 
## 1812             <NA>                    <NA>           1-2 
## 1813            0-999                    1-99          5-10 
## 1814    70,000-79,999              1000-9,999           None
## 1815             <NA>                    <NA>           20+ 
## 1816             <NA>                    <NA>           < 1 
## 1817    60,000-69,999           10,000-99,999          5-10 
## 1818  100,000-124,999                      0            20+ 
## 1819    70,000-79,999                    1-99         10-20 
## 1820  250,000-299,999           10,000-99,999         10-20 
## 1821             <NA>                    <NA>           3-5 
## 1822            0-999                      0            < 1 
## 1823    70,000-79,999                      0            None
## 1824    60,000-69,999              1000-9,999          5-10 
## 1825    90,000-99,999                      0            3-5 
## 1826  100,000-124,999                 100-999           20+ 
## 1827            0-999                      0            < 1 
## 1828             <NA>                    <NA>          5-10 
## 1829      5,000-7,499                      0            < 1 
## 1830  100,000-124,999                      0           5-10 
## 1831  125,000-149,999              > 100,000            20+ 
## 1832  150,000-199,999              > 100,000            20+ 
## 1833            0-999                      0            1-2 
## 1834    60,000-69,999              > 100,000            3-5 
## 1835             <NA>                    <NA>           3-5 
## 1836             <NA>                    <NA>           1-2 
## 1837             <NA>                    <NA>           None
## 1838      1,000-1,999                      0            3-5 
## 1839    10,000-14,999           10,000-99,999           < 1 
## 1840      7,500-9,999                      0           5-10 
## 1841             <NA>                    <NA>           3-5 
## 1842    50,000-59,999                 100-999          5-10 
## 1843  125,000-149,999                      0            1-2 
## 1844             <NA>                    <NA>           1-2 
## 1845  300,000-500,000           10,000-99,999         10-20 
## 1846             <NA>                    <NA>           < 1 
## 1847  300,000-500,000           10,000-99,999           3-5 
## 1848    40,000-49,999                 100-999           1-2 
## 1849             <NA>                    <NA>          5-10 
## 1850    40,000-49,999                    1-99           1-2 
## 1851            0-999                      0            1-2 
## 1852    90,000-99,999           10,000-99,999           3-5 
## 1853    90,000-99,999                      0           5-10 
## 1854  200,000-249,999                 100-999          5-10 
## 1855  300,000-500,000                      0            20+ 
## 1856    50,000-59,999           10,000-99,999           < 1 
## 1857  250,000-299,999              > 100,000            20+ 
## 1858    90,000-99,999                      0            20+ 
## 1859    40,000-49,999                      0            3-5 
## 1860            0-999                      0            < 1 
## 1861  100,000-124,999                 100-999         10-20 
## 1862             <NA>                    <NA>           < 1 
## 1863             <NA>                    <NA>           < 1 
## 1864    10,000-14,999              1000-9,999           < 1 
## 1865    80,000-89,999              1000-9,999           3-5 
## 1866    60,000-69,999                      0            20+ 
## 1867      3,000-3,999                 100-999         10-20 
## 1868  125,000-149,999              1000-9,999          5-10 
## 1869      2,000-2,999                 100-999           3-5 
## 1870        > 500,000                 100-999           1-2 
## 1871    60,000-69,999                      0            3-5 
## 1872             <NA>                    <NA>           1-2 
## 1873             <NA>                    <NA>           < 1 
## 1874             <NA>                    <NA>           1-2 
## 1875    90,000-99,999              > 100,000            20+ 
## 1876  100,000-124,999              1000-9,999           20+ 
## 1877      7,500-9,999                      0            < 1 
## 1878  100,000-124,999                 100-999           20+ 
## 1879  300,000-500,000              > 100,000           5-10 
## 1880            0-999                      0            None
## 1881            0-999                 100-999           1-2 
## 1882  125,000-149,999           10,000-99,999         10-20 
## 1883    10,000-14,999                      0            1-2 
## 1884             <NA>                    <NA>           < 1 
## 1885  150,000-199,999           10,000-99,999          5-10 
## 1886    70,000-79,999              1000-9,999          5-10 
## 1887      7,500-9,999                 100-999           < 1 
## 1888    40,000-49,999              > 100,000            3-5 
## 1889             <NA>                    <NA>           < 1 
## 1890             <NA>                    <NA>           < 1 
## 1891  300,000-500,000              > 100,000            20+ 
## 1892  150,000-199,999           10,000-99,999         10-20 
## 1893    25,000-29,999           10,000-99,999           3-5 
## 1894    15,000-19,999              1000-9,999           3-5 
## 1895             <NA>                    <NA>           3-5 
## 1896  100,000-124,999              > 100,000            3-5 
## 1897             <NA>                    <NA>           3-5 
## 1898  150,000-199,999           10,000-99,999          5-10 
## 1899    60,000-69,999                 100-999         10-20 
## 1900             <NA>                    <NA>           1-2 
## 1901    80,000-89,999              1000-9,999          5-10 
## 1902    20,000-24,999                      0            < 1 
## 1903    70,000-79,999              > 100,000            3-5 
## 1904  125,000-149,999           10,000-99,999         10-20 
## 1905    10,000-14,999                 100-999           < 1 
## 1906    50,000-59,999              > 100,000            20+ 
## 1907  300,000-500,000                      0            3-5 
## 1908  100,000-124,999              > 100,000           5-10 
## 1909    10,000-14,999                      0            < 1 
## 1910    90,000-99,999              1000-9,999         10-20 
## 1911             <NA>                    <NA>           1-2 
## 1912    10,000-14,999                      0            1-2 
## 1913    20,000-24,999                      0            1-2 
## 1914  250,000-299,999           10,000-99,999           3-5 
## 1915    15,000-19,999           10,000-99,999         10-20 
## 1916  150,000-199,999           10,000-99,999           1-2 
## 1917  250,000-299,999           10,000-99,999         10-20 
## 1918    50,000-59,999                 100-999           1-2 
## 1919             <NA>                    <NA>           < 1 
## 1920  150,000-199,999                      0            3-5 
## 1921            0-999                    1-99           1-2 
## 1922            0-999                      0            < 1 
## 1923    80,000-89,999                      0            3-5 
## 1924      1,000-1,999                 100-999           1-2 
## 1925    10,000-14,999                 100-999         10-20 
## 1926             <NA>                    <NA>           1-2 
## 1927  125,000-149,999           10,000-99,999          5-10 
## 1928             <NA>                    <NA>           3-5 
## 1929    60,000-69,999              > 100,000            3-5 
## 1930             <NA>                    <NA>           < 1 
## 1931    30,000-39,999                    1-99           3-5 
## 1932             <NA>                    <NA>           3-5 
## 1933    80,000-89,999              > 100,000            3-5 
## 1934    25,000-29,999              > 100,000            3-5 
## 1935    50,000-59,999                 100-999          5-10 
## 1936    30,000-39,999              1000-9,999           1-2 
## 1937  100,000-124,999                      0            3-5 
## 1938    50,000-59,999                    1-99           < 1 
## 1939    30,000-39,999                      0           5-10 
## 1940    40,000-49,999                 100-999          5-10 
## 1941    10,000-14,999                 100-999           1-2 
## 1942  100,000-124,999           10,000-99,999         10-20 
## 1943             <NA>                    <NA>           < 1 
## 1944    30,000-39,999           10,000-99,999          5-10 
## 1945             <NA>                    <NA>           < 1 
## 1946            0-999           10,000-99,999          5-10 
## 1947  150,000-199,999                      0            3-5 
## 1948    25,000-29,999                 100-999           3-5 
## 1949            0-999              1000-9,999           < 1 
## 1950      5,000-7,499                      0           5-10 
## 1951    20,000-24,999                      0           5-10 
## 1952  125,000-149,999              > 100,000           5-10 
## 1953      2,000-2,999                      0           5-10 
## 1954    25,000-29,999              > 100,000            < 1 
## 1955  150,000-199,999              > 100,000            20+ 
## 1956  100,000-124,999              1000-9,999           3-5 
## 1957            0-999                    1-99           1-2 
## 1958    30,000-39,999              1000-9,999           1-2 
## 1959    15,000-19,999                 100-999           1-2 
## 1960             <NA>                    <NA>          5-10 
## 1961    20,000-24,999                      0            1-2 
## 1962  150,000-199,999                 100-999           1-2 
## 1963    80,000-89,999           10,000-99,999           20+ 
## 1964      2,000-2,999              1000-9,999          5-10 
## 1965            0-999              1000-9,999           1-2 
## 1966    80,000-89,999                    1-99          5-10 
## 1967             <NA>                    <NA>          5-10 
## 1968    60,000-69,999                      0            1-2 
## 1969             <NA>                    <NA>           None
## 1970  250,000-299,999                      0           5-10 
## 1971    10,000-14,999                      0            < 1 
## 1972            0-999                      0            < 1 
## 1973             <NA>                    <NA>           3-5 
## 1974  100,000-124,999                      0            < 1 
## 1975            0-999                      0            1-2 
## 1976  100,000-124,999              > 100,000          10-20 
## 1977  100,000-124,999           10,000-99,999         10-20 
## 1978             <NA>                    <NA>           1-2 
## 1979             <NA>                    <NA>           None
## 1980             <NA>                    <NA>           3-5 
## 1981  100,000-124,999                 100-999           1-2 
## 1982             <NA>                    <NA>           1-2 
## 1983             <NA>                    <NA>           1-2 
## 1984      5,000-7,499              1000-9,999           1-2 
## 1985  125,000-149,999                      0            < 1 
## 1986      2,000-2,999                      0            3-5 
## 1987  125,000-149,999              > 100,000            3-5 
## 1988    90,000-99,999                      0            < 1 
## 1989    80,000-89,999           10,000-99,999           3-5 
## 1990  150,000-199,999                      0          10-20 
## 1991             <NA>                    <NA>           < 1 
## 1992      7,500-9,999                      0            < 1 
## 1993  125,000-149,999                      0            < 1 
## 1994      5,000-7,499              1000-9,999           < 1 
## 1995      1,000-1,999                    1-99           1-2 
## 1996             <NA>                    <NA>           1-2 
## 1997    50,000-59,999                 100-999           3-5 
## 1998  100,000-124,999              1000-9,999          5-10 
## 1999    40,000-49,999              > 100,000            3-5 
## 2000      5,000-7,499                      0            1-2 
## 2001    40,000-49,999                 100-999          5-10 
## 2002    40,000-49,999              1000-9,999           1-2 
## 2003  100,000-124,999                      0           5-10 
## 2004    80,000-89,999                      0            1-2 
## 2005    70,000-79,999                 100-999           3-5 
## 2006      7,500-9,999                 100-999           1-2 
## 2007    70,000-79,999              > 100,000            1-2 
## 2008    10,000-14,999                 100-999           < 1 
## 2009             <NA>                    <NA>           1-2 
## 2010    30,000-39,999                    1-99           < 1 
## 2011             <NA>                    <NA>           < 1 
## 2012             <NA>                    <NA>           < 1 
## 2013  125,000-149,999                 100-999           20+ 
## 2014             <NA>                    <NA>           1-2 
## 2015      1,000-1,999           10,000-99,999           3-5 
## 2016    50,000-59,999           10,000-99,999           1-2 
## 2017    15,000-19,999                      0            20+ 
## 2018  100,000-124,999           10,000-99,999           20+ 
## 2019  100,000-124,999                      0            < 1 
## 2020            0-999                      0           5-10 
## 2021      3,000-3,999                 100-999           1-2 
## 2022  100,000-124,999                 100-999           3-5 
## 2023             <NA>                    <NA>           None
## 2024            0-999                      0            < 1 
## 2025      7,500-9,999              1000-9,999           3-5 
## 2026    70,000-79,999                      0            3-5 
## 2027            0-999                    1-99           1-2 
## 2028      7,500-9,999                      0            1-2 
## 2029             <NA>                    <NA>           3-5 
## 2030    80,000-89,999           10,000-99,999         10-20 
## 2031  250,000-299,999           10,000-99,999          5-10 
## 2032             <NA>                    <NA>           1-2 
## 2033  100,000-124,999                 100-999           3-5 
## 2034             <NA>                    <NA>           < 1 
## 2035    50,000-59,999                      0            1-2 
## 2036            0-999                      0            < 1 
## 2037             <NA>                    <NA>           3-5 
## 2038        > 500,000              > 100,000          10-20 
## 2039  100,000-124,999              > 100,000            3-5 
## 2040    60,000-69,999              1000-9,999         10-20 
## 2041    70,000-79,999                      0            < 1 
## 2042             <NA>                    <NA>           1-2 
## 2043            0-999                      0           5-10 
## 2044    60,000-69,999                 100-999           3-5 
## 2045      5,000-7,499                    1-99           < 1 
## 2046    90,000-99,999                      0            < 1 
## 2047    90,000-99,999                 100-999           3-5 
## 2048      3,000-3,999                 100-999           1-2 
## 2049             <NA>                    <NA>           < 1 
## 2050             <NA>                    <NA>           1-2 
## 2051  100,000-124,999                      0            < 1 
## 2052             <NA>                    <NA>           1-2 
## 2053    60,000-69,999              1000-9,999           1-2 
## 2054    90,000-99,999                      0            3-5 
## 2055      5,000-7,499           10,000-99,999          5-10 
## 2056    10,000-14,999              1000-9,999           3-5 
## 2057  300,000-500,000           10,000-99,999           20+ 
## 2058      1,000-1,999              1000-9,999           None
## 2059      7,500-9,999                      0            < 1 
## 2060             <NA>                    <NA>           < 1 
## 2061             <NA>                    <NA>           3-5 
## 2062      7,500-9,999                      0            None
## 2063  100,000-124,999           10,000-99,999          5-10 
## 2064             <NA>                    <NA>           < 1 
## 2065    50,000-59,999                      0            < 1 
## 2066  125,000-149,999           10,000-99,999           3-5 
## 2067    60,000-69,999                      0            1-2 
## 2068    90,000-99,999                      0            1-2 
## 2069             <NA>                    <NA>           3-5 
## 2070  150,000-199,999              > 100,000           5-10 
## 2071  150,000-199,999              > 100,000           5-10 
## 2072    70,000-79,999                    1-99         10-20 
## 2073    80,000-89,999                 100-999          5-10 
## 2074    30,000-39,999                      0            3-5 
## 2075  100,000-124,999                      0           5-10 
## 2076    20,000-24,999                 100-999           3-5 
## 2077    50,000-59,999                      0           5-10 
## 2078  150,000-199,999              1000-9,999         10-20 
## 2079      7,500-9,999                      0            None
## 2080  125,000-149,999                 100-999           3-5 
## 2081             <NA>                    <NA>           < 1 
## 2082    20,000-24,999                 100-999           3-5 
## 2083    80,000-89,999              1000-9,999           3-5 
## 2084    10,000-14,999                    1-99           3-5 
## 2085    40,000-49,999           10,000-99,999           1-2 
## 2086    30,000-39,999                    1-99           3-5 
## 2087    25,000-29,999                      0            < 1 
## 2088    40,000-49,999                      0            3-5 
## 2089    20,000-24,999                 100-999           < 1 
## 2090    40,000-49,999              1000-9,999         10-20 
## 2091      7,500-9,999                      0            3-5 
## 2092      5,000-7,499                      0            < 1 
## 2093             <NA>                    <NA>           < 1 
## 2094    10,000-14,999              1000-9,999           1-2 
## 2095             <NA>                    <NA>           < 1 
## 2096  100,000-124,999              1000-9,999         10-20 
## 2097             <NA>                    <NA>           < 1 
## 2098  125,000-149,999                 100-999           1-2 
## 2099    40,000-49,999                      0            < 1 
## 2100    70,000-79,999              1000-9,999         10-20 
## 2101        > 500,000                 100-999          5-10 
## 2102             <NA>                    <NA>           1-2 
## 2103    90,000-99,999              1000-9,999           3-5 
## 2104    40,000-49,999           10,000-99,999         10-20 
## 2105    70,000-79,999              > 100,000            3-5 
## 2106      3,000-3,999                 100-999           3-5 
## 2107    50,000-59,999                      0            < 1 
## 2108    30,000-39,999                      0            < 1 
## 2109            0-999              1000-9,999           1-2 
## 2110    90,000-99,999              > 100,000          10-20 
## 2111    60,000-69,999                 100-999          5-10 
## 2112             <NA>                    <NA>           1-2 
## 2113    10,000-14,999                      0            1-2 
## 2114    20,000-24,999                      0            < 1 
## 2115      1,000-1,999                 100-999           1-2 
## 2116             <NA>                    <NA>           1-2 
## 2117             <NA>                    <NA>           < 1 
## 2118             <NA>                    <NA>           < 1 
## 2119  100,000-124,999           10,000-99,999          5-10 
## 2120    20,000-24,999           10,000-99,999           3-5 
## 2121    10,000-14,999                      0            < 1 
## 2122             <NA>                    <NA>           < 1 
## 2123    30,000-39,999                      0            3-5 
## 2124  125,000-149,999              1000-9,999          5-10 
## 2125             <NA>                    <NA>           3-5 
## 2126    30,000-39,999                      0            20+ 
## 2127    25,000-29,999                 100-999           3-5 
## 2128    50,000-59,999              1000-9,999           3-5 
## 2129  100,000-124,999              > 100,000            3-5 
## 2130             <NA>                    <NA>           1-2 
## 2131             <NA>                    <NA>           < 1 
## 2132  125,000-149,999                 100-999           3-5 
## 2133    50,000-59,999                 100-999           3-5 
## 2134             <NA>                    <NA>           1-2 
## 2135  100,000-124,999                      0            20+ 
## 2136  125,000-149,999                      0           5-10 
## 2137  100,000-124,999              > 100,000            3-5 
## 2138    90,000-99,999                 100-999          5-10 
## 2139             <NA>                    <NA>           1-2 
## 2140    70,000-79,999              1000-9,999         10-20 
## 2141    15,000-19,999              1000-9,999           1-2 
## 2142             <NA>                    <NA>           1-2 
## 2143  200,000-249,999           10,000-99,999         10-20 
## 2144      1,000-1,999                    1-99           1-2 
## 2145             <NA>                    <NA>           1-2 
## 2146      1,000-1,999                 100-999           1-2 
## 2147    50,000-59,999                    1-99           < 1 
## 2148      3,000-3,999           10,000-99,999           < 1 
## 2149    10,000-14,999                    1-99          5-10 
## 2150             <NA>                    <NA>           3-5 
## 2151      3,000-3,999              1000-9,999           1-2 
## 2152  125,000-149,999           10,000-99,999          5-10 
## 2153  100,000-124,999                      0           5-10 
## 2154             <NA>                    <NA>           3-5 
## 2155  150,000-199,999              > 100,000           5-10 
## 2156             <NA>                    <NA>           1-2 
## 2157             <NA>                    <NA>           < 1 
## 2158    70,000-79,999                 100-999           1-2 
## 2159            0-999                      0            3-5 
## 2160    10,000-14,999                    1-99           < 1 
## 2161    20,000-24,999              > 100,000          10-20 
## 2162  125,000-149,999           10,000-99,999          5-10 
## 2163    20,000-24,999                      0            < 1 
## 2164  125,000-149,999                 100-999           3-5 
## 2165    70,000-79,999              > 100,000            20+ 
## 2166      4,000-4,999                      0            3-5 
## 2167      7,500-9,999           10,000-99,999          5-10 
## 2168    10,000-14,999              > 100,000          10-20 
## 2169    70,000-79,999                      0           5-10 
## 2170    40,000-49,999              1000-9,999           3-5 
## 2171             <NA>                    <NA>          5-10 
## 2172      2,000-2,999                 100-999           3-5 
## 2173             <NA>                    <NA>           3-5 
## 2174             <NA>                    <NA>          5-10 
## 2175            0-999                      0            1-2 
## 2176             <NA>                    <NA>           1-2 
## 2177    70,000-79,999                      0            20+ 
## 2178  300,000-500,000              1000-9,999          5-10 
## 2179    15,000-19,999                      0            3-5 
## 2180    80,000-89,999           10,000-99,999           3-5 
## 2181    30,000-39,999              1000-9,999           1-2 
## 2182    60,000-69,999                 100-999           20+ 
## 2183    50,000-59,999                      0            1-2 
## 2184             <NA>                    <NA>           1-2 
## 2185    30,000-39,999                 100-999           3-5 
## 2186    20,000-24,999              1000-9,999           3-5 
## 2187             <NA>                    <NA>           1-2 
## 2188  300,000-500,000              > 100,000           5-10 
## 2189  250,000-299,999           10,000-99,999          5-10 
## 2190             <NA>                    <NA>           1-2 
## 2191  100,000-124,999           10,000-99,999          5-10 
## 2192    30,000-39,999              1000-9,999           < 1 
## 2193             <NA>                    <NA>           None
## 2194    90,000-99,999              1000-9,999           3-5 
## 2195    25,000-29,999              1000-9,999           3-5 
## 2196  150,000-199,999              > 100,000           5-10 
## 2197      5,000-7,499                      0            None
## 2198             <NA>                    <NA>           1-2 
## 2199    25,000-29,999                 100-999           < 1 
## 2200    40,000-49,999                 100-999           1-2 
## 2201            0-999                 100-999           1-2 
## 2202  125,000-149,999                      0          10-20 
## 2203    90,000-99,999                    1-99           3-5 
## 2204    70,000-79,999                      0            1-2 
## 2205    60,000-69,999                      0            3-5 
## 2206    90,000-99,999              1000-9,999           3-5 
## 2207    70,000-79,999                    1-99           3-5 
## 2208            0-999           10,000-99,999           3-5 
## 2209  200,000-249,999              > 100,000            3-5 
## 2210    40,000-49,999                 100-999           3-5 
## 2211      5,000-7,499                    1-99           1-2 
## 2212  200,000-249,999           10,000-99,999          5-10 
## 2213    80,000-89,999                 100-999           3-5 
## 2214            0-999                      0            3-5 
## 2215             <NA>                    <NA>           None
## 2216            0-999                      0            None
## 2217  150,000-199,999              1000-9,999           20+ 
## 2218    70,000-79,999              1000-9,999           3-5 
## 2219      3,000-3,999                      0            1-2 
## 2220    10,000-14,999                      0            3-5 
## 2221    15,000-19,999                    1-99           1-2 
## 2222  125,000-149,999           10,000-99,999          5-10 
## 2223  150,000-199,999              1000-9,999           3-5 
## 2224  250,000-299,999              > 100,000          10-20 
## 2225    15,000-19,999              1000-9,999           < 1 
## 2226      5,000-7,499                      0            1-2 
## 2227      2,000-2,999                    1-99          5-10 
## 2228    30,000-39,999                 100-999           < 1 
## 2229  125,000-149,999                      0           5-10 
## 2230  200,000-249,999           10,000-99,999          5-10 
## 2231  300,000-500,000           10,000-99,999           20+ 
## 2232             <NA>                    <NA>           1-2 
## 2233    10,000-14,999                      0            1-2 
## 2234             <NA>                    <NA>           1-2 
## 2235             <NA>                    <NA>           < 1 
## 2236  100,000-124,999           10,000-99,999           3-5 
## 2237  100,000-124,999              1000-9,999         10-20 
## 2238      2,000-2,999                    1-99           1-2 
## 2239             <NA>                    <NA>           1-2 
## 2240             <NA>                    <NA>           < 1 
## 2241      5,000-7,499                      0            < 1 
## 2242    10,000-14,999                 100-999           1-2 
## 2243  125,000-149,999              > 100,000           5-10 
## 2244    10,000-14,999              1000-9,999          5-10 
## 2245    50,000-59,999                      0            None
## 2246  100,000-124,999              1000-9,999           None
## 2247  125,000-149,999              1000-9,999           < 1 
## 2248             <NA>                    <NA>           3-5 
## 2249    30,000-39,999                    1-99           1-2 
## 2250             <NA>                    <NA>           3-5 
## 2251             <NA>                    <NA>           < 1 
## 2252  100,000-124,999                      0            1-2 
## 2253    50,000-59,999           10,000-99,999           3-5 
## 2254      1,000-1,999                      0            3-5 
## 2255      5,000-7,499                 100-999           1-2 
## 2256    50,000-59,999              > 100,000            1-2 
## 2257            0-999                      0            < 1 
## 2258    50,000-59,999                      0            < 1 
## 2259    20,000-24,999                      0            1-2 
## 2260             <NA>                    <NA>           1-2 
## 2261    50,000-59,999              1000-9,999          5-10 
## 2262      5,000-7,499                      0            1-2 
## 2263            0-999                      0            < 1 
## 2264             <NA>                    <NA>          5-10 
## 2265    30,000-39,999              1000-9,999           1-2 
## 2266             <NA>                    <NA>           < 1 
## 2267      5,000-7,499                 100-999           None
## 2268             <NA>                    <NA>           < 1 
## 2269    40,000-49,999                      0          10-20 
## 2270  150,000-199,999              > 100,000            3-5 
## 2271  200,000-249,999              > 100,000            20+ 
## 2272             <NA>                    <NA>           1-2 
## 2273             <NA>                    <NA>           1-2 
## 2274  150,000-199,999           10,000-99,999           3-5 
## 2275      2,000-2,999                      0            3-5 
## 2276            0-999                      0            < 1 
## 2277  100,000-124,999           10,000-99,999           3-5 
## 2278             <NA>                    <NA>           < 1 
## 2279    10,000-14,999                      0            1-2 
## 2280    70,000-79,999                 100-999           < 1 
## 2281  200,000-249,999              > 100,000            1-2 
## 2282             <NA>                    <NA>           < 1 
## 2283    70,000-79,999                      0            < 1 
## 2284             <NA>                    <NA>           < 1 
## 2285      2,000-2,999              1000-9,999           < 1 
## 2286            0-999                      0            3-5 
## 2287    80,000-89,999                 100-999           3-5 
## 2288    80,000-89,999                      0            < 1 
## 2289    50,000-59,999              > 100,000            1-2 
## 2290      4,000-4,999              1000-9,999           1-2 
## 2291      4,000-4,999                      0            None
## 2292  100,000-124,999                      0           5-10 
## 2293      5,000-7,499                 100-999           1-2 
## 2294  100,000-124,999                    1-99           3-5 
## 2295    10,000-14,999                    1-99           1-2 
## 2296    60,000-69,999                 100-999           < 1 
## 2297             <NA>                    <NA>          5-10 
## 2298    40,000-49,999              1000-9,999           3-5 
## 2299      7,500-9,999                 100-999           3-5 
## 2300    50,000-59,999                      0            1-2 
## 2301      7,500-9,999                      0            None
## 2302    50,000-59,999                      0            3-5 
## 2303      1,000-1,999           10,000-99,999           3-5 
## 2304    40,000-49,999              > 100,000            20+ 
## 2305    50,000-59,999              1000-9,999           < 1 
## 2306  150,000-199,999                    1-99          5-10 
## 2307      4,000-4,999                    1-99           3-5 
## 2308  100,000-124,999           10,000-99,999           20+ 
## 2309    25,000-29,999                 100-999           1-2 
## 2310             <NA>                    <NA>           1-2 
## 2311    60,000-69,999                      0            < 1 
## 2312             <NA>                    <NA>           < 1 
## 2313      7,500-9,999           10,000-99,999           3-5 
## 2314    80,000-89,999                      0           5-10 
## 2315  150,000-199,999                      0           5-10 
## 2316    15,000-19,999                      0            None
## 2317            0-999                 100-999           1-2 
## 2318  250,000-299,999              > 100,000            20+ 
## 2319             <NA>                    <NA>           1-2 
## 2320             <NA>                    <NA>           < 1 
## 2321    30,000-39,999              > 100,000            1-2 
## 2322            0-999                      0            3-5 
## 2323    60,000-69,999                 100-999           1-2 
## 2324             <NA>                    <NA>           None
## 2325    50,000-59,999              1000-9,999           3-5 
## 2326  100,000-124,999                 100-999           20+ 
## 2327  200,000-249,999           10,000-99,999           3-5 
## 2328  125,000-149,999           10,000-99,999           20+ 
## 2329    30,000-39,999                      0            1-2 
## 2330             <NA>                    <NA>           < 1 
## 2331    30,000-39,999           10,000-99,999         10-20 
## 2332            0-999                      0            3-5 
## 2333    30,000-39,999                      0            < 1 
## 2334            0-999                      0            1-2 
## 2335             <NA>                    <NA>           < 1 
## 2336             <NA>                    <NA>           1-2 
## 2337    40,000-49,999              1000-9,999           1-2 
## 2338      3,000-3,999                      0            1-2 
## 2339    50,000-59,999                 100-999           < 1 
## 2340    80,000-89,999                 100-999           3-5 
## 2341  100,000-124,999                      0          10-20 
## 2342      1,000-1,999                 100-999           3-5 
## 2343  200,000-249,999              > 100,000            1-2 
## 2344             <NA>                    <NA>           < 1 
## 2345             <NA>                    <NA>           1-2 
## 2346             <NA>                    <NA>           < 1 
## 2347             <NA>                    <NA>           1-2 
## 2348             <NA>                    <NA>           None
## 2349    70,000-79,999                      0            < 1 
## 2350             <NA>                    <NA>           1-2 
## 2351  200,000-249,999              > 100,000            20+ 
## 2352    15,000-19,999                      0            < 1 
## 2353      4,000-4,999                 100-999           1-2 
## 2354    20,000-24,999                      0            1-2 
## 2355    15,000-19,999                      0            < 1 
## 2356    10,000-14,999           10,000-99,999           None
## 2357             <NA>                    <NA>           < 1 
## 2358    15,000-19,999              1000-9,999           None
## 2359            0-999              > 100,000          10-20 
## 2360    10,000-14,999                    1-99           None
## 2361      2,000-2,999                 100-999           3-5 
## 2362      2,000-2,999              > 100,000            None
## 2363  125,000-149,999              1000-9,999           20+ 
## 2364    30,000-39,999              1000-9,999           < 1 
## 2365             <NA>                    <NA>           3-5 
## 2366    50,000-59,999                      0            1-2 
## 2367      4,000-4,999                 100-999           1-2 
## 2368             <NA>                    <NA>           1-2 
## 2369    40,000-49,999              1000-9,999         10-20 
## 2370    10,000-14,999                      0            < 1 
## 2371  125,000-149,999                 100-999          5-10 
## 2372             <NA>                    <NA>           < 1 
## 2373      7,500-9,999                      0            1-2 
## 2374    10,000-14,999              1000-9,999           3-5 
## 2375      4,000-4,999                 100-999           3-5 
## 2376    70,000-79,999              1000-9,999           3-5 
## 2377    70,000-79,999                 100-999           3-5 
## 2378    70,000-79,999                      0            1-2 
## 2379  100,000-124,999           10,000-99,999           3-5 
## 2380             <NA>                    <NA>           < 1 
## 2381      2,000-2,999                      0            1-2 
## 2382      4,000-4,999                    1-99           3-5 
## 2383  150,000-199,999              > 100,000          10-20 
## 2384    70,000-79,999                 100-999           < 1 
## 2385  150,000-199,999                    1-99          5-10 
## 2386  150,000-199,999              > 100,000            20+ 
## 2387    25,000-29,999           10,000-99,999           3-5 
## 2388             <NA>                    <NA>           1-2 
## 2389    30,000-39,999              1000-9,999           3-5 
## 2390             <NA>                    <NA>           < 1 
## 2391  100,000-124,999           10,000-99,999         10-20 
## 2392    60,000-69,999                 100-999           1-2 
## 2393      2,000-2,999                 100-999           < 1 
## 2394      5,000-7,499              1000-9,999           1-2 
## 2395    60,000-69,999                 100-999           1-2 
## 2396    70,000-79,999                 100-999           20+ 
## 2397             <NA>                    <NA>           < 1 
## 2398  100,000-124,999              1000-9,999         10-20 
## 2399             <NA>                    <NA>           None
## 2400             <NA>                    <NA>           < 1 
## 2401  200,000-249,999           10,000-99,999           1-2 
## 2402            0-999                    1-99           < 1 
## 2403             <NA>                    <NA>           < 1 
## 2404  100,000-124,999                 100-999           3-5 
## 2405             <NA>                    <NA>          5-10 
## 2406  100,000-124,999           10,000-99,999           3-5 
## 2407    90,000-99,999                 100-999          5-10 
## 2408      4,000-4,999              > 100,000            < 1 
## 2409             <NA>                    <NA>           < 1 
## 2410    90,000-99,999                 100-999         10-20 
## 2411    50,000-59,999           10,000-99,999           3-5 
## 2412  125,000-149,999           10,000-99,999          5-10 
## 2413      1,000-1,999                 100-999           < 1 
## 2414      5,000-7,499                      0            1-2 
## 2415      7,500-9,999                      0            < 1 
## 2416    15,000-19,999                      0          10-20 
## 2417    40,000-49,999           10,000-99,999           < 1 
## 2418    40,000-49,999                      0           5-10 
## 2419             <NA>                    <NA>           3-5 
## 2420             <NA>                    <NA>           1-2 
## 2421             <NA>                    <NA>           1-2 
## 2422             <NA>                    <NA>           None
## 2423    15,000-19,999                 100-999           1-2 
## 2424  100,000-124,999           10,000-99,999         10-20 
## 2425  100,000-124,999                      0           5-10 
## 2426             <NA>                    <NA>           < 1 
## 2427    70,000-79,999                 100-999           3-5 
## 2428             <NA>                    <NA>           1-2 
## 2429    50,000-59,999              > 100,000            3-5 
## 2430  125,000-149,999                 100-999           20+ 
## 2431    40,000-49,999                 100-999           < 1 
## 2432             <NA>                    <NA>           < 1 
## 2433      2,000-2,999                 100-999          5-10 
## 2434             <NA>                    <NA>           < 1 
## 2435    60,000-69,999                    1-99           3-5 
## 2436      5,000-7,499                 100-999          5-10 
## 2437      5,000-7,499                      0            1-2 
## 2438            0-999                 100-999           < 1 
## 2439      5,000-7,499                 100-999           1-2 
## 2440    40,000-49,999                      0          10-20 
## 2441             <NA>                    <NA>           < 1 
## 2442             <NA>                    <NA>           < 1 
## 2443    70,000-79,999                      0            3-5 
## 2444    90,000-99,999           10,000-99,999          5-10 
## 2445  150,000-199,999              1000-9,999           3-5 
## 2446    10,000-14,999                      0            < 1 
## 2447             <NA>                    <NA>           < 1 
## 2448    70,000-79,999              > 100,000            3-5 
## 2449    50,000-59,999           10,000-99,999           3-5 
## 2450  300,000-500,000              > 100,000          10-20 
## 2451    25,000-29,999                      0            1-2 
## 2452        > 500,000                      0           5-10 
## 2453    50,000-59,999           10,000-99,999           None
## 2454    15,000-19,999                 100-999           1-2 
## 2455  100,000-124,999                 100-999           3-5 
## 2456  150,000-199,999              1000-9,999           20+ 
## 2457             <NA>                    <NA>           < 1 
## 2458      1,000-1,999              1000-9,999         10-20 
## 2459    80,000-89,999                 100-999           1-2 
## 2460  100,000-124,999                 100-999          5-10 
## 2461      2,000-2,999                 100-999           < 1 
## 2462            0-999                 100-999           < 1 
## 2463            0-999                    1-99           < 1 
## 2464    30,000-39,999                 100-999           1-2 
## 2465      5,000-7,499                      0            None
## 2466  100,000-124,999                 100-999          5-10 
## 2467             <NA>                    <NA>           1-2 
## 2468  100,000-124,999                 100-999          5-10 
## 2469    70,000-79,999                      0            3-5 
## 2470             <NA>                    <NA>           < 1 
## 2471    10,000-14,999              1000-9,999           3-5 
## 2472             <NA>                    <NA>           < 1 
## 2473    70,000-79,999                      0            < 1 
## 2474  150,000-199,999              1000-9,999          5-10 
## 2475             <NA>                    <NA>           1-2 
## 2476  250,000-299,999              > 100,000           5-10 
## 2477    80,000-89,999              1000-9,999           1-2 
## 2478             <NA>                    <NA>           3-5 
## 2479    90,000-99,999                 100-999           1-2 
## 2480  100,000-124,999              > 100,000            < 1 
## 2481      5,000-7,499                 100-999          5-10 
## 2482      4,000-4,999                    1-99           1-2 
## 2483             <NA>                    <NA>          5-10 
## 2484             <NA>                    <NA>           3-5 
## 2485             <NA>                    <NA>           < 1 
## 2486    15,000-19,999                 100-999           1-2 
## 2487      1,000-1,999                    1-99           < 1 
## 2488             <NA>                    <NA>         10-20 
## 2489    20,000-24,999                      0            < 1 
## 2490            0-999                 100-999           3-5 
## 2491    50,000-59,999                 100-999           3-5 
## 2492      1,000-1,999           10,000-99,999           3-5 
## 2493    60,000-69,999                 100-999           < 1 
## 2494  125,000-149,999              > 100,000           5-10 
## 2495      1,000-1,999                      0            1-2 
## 2496  150,000-199,999                      0            20+ 
## 2497             <NA>                    <NA>           < 1 
## 2498  150,000-199,999                 100-999           < 1 
## 2499            0-999                 100-999           3-5 
## 2500             <NA>                    <NA>           1-2 
## 2501    10,000-14,999                 100-999           1-2 
## 2502      5,000-7,499                      0            < 1 
## 2503             <NA>                    <NA>           < 1 
## 2504    10,000-14,999                      0            None
## 2505      7,500-9,999                      0            None
## 2506             <NA>                    <NA>           None
## 2507      5,000-7,499                      0           5-10 
## 2508    15,000-19,999                 100-999           < 1 
## 2509    70,000-79,999              1000-9,999           3-5 
## 2510    50,000-59,999                      0          10-20 
## 2511             <NA>                    <NA>           < 1 
## 2512        > 500,000              > 100,000           5-10 
## 2513            0-999                      0            None
## 2514      5,000-7,499              1000-9,999           3-5 
## 2515             <NA>                    <NA>           < 1 
## 2516             <NA>                    <NA>           3-5 
## 2517      1,000-1,999              1000-9,999           3-5 
## 2518            0-999                      0            None
## 2519  100,000-124,999           10,000-99,999           20+ 
## 2520             <NA>                    <NA>           None
## 2521      1,000-1,999                    1-99           3-5 
## 2522    30,000-39,999              1000-9,999           3-5 
## 2523    10,000-14,999                      0            < 1 
## 2524            0-999                      0            < 1 
## 2525    40,000-49,999                      0           5-10 
## 2526  150,000-199,999           10,000-99,999           20+ 
## 2527    60,000-69,999                      0            1-2 
## 2528      4,000-4,999                      0           5-10 
## 2529    25,000-29,999                    1-99           None
## 2530  300,000-500,000                      0            3-5 
## 2531    70,000-79,999                 100-999         10-20 
## 2532    30,000-39,999              1000-9,999          5-10 
## 2533  100,000-124,999                    1-99           20+ 
## 2534    40,000-49,999           10,000-99,999           3-5 
## 2535            0-999                      0            < 1 
## 2536    60,000-69,999                      0          10-20 
## 2537    15,000-19,999           10,000-99,999          5-10 
## 2538             <NA>                    <NA>           3-5 
## 2539             <NA>                    <NA>           < 1 
## 2540             <NA>                    <NA>           1-2 
## 2541  125,000-149,999              1000-9,999          5-10 
## 2542             <NA>                    <NA>           < 1 
## 2543             <NA>                    <NA>           1-2 
## 2544    20,000-24,999              1000-9,999           1-2 
## 2545    70,000-79,999              > 100,000           5-10 
## 2546    90,000-99,999           10,000-99,999           20+ 
## 2547      1,000-1,999                      0            None
## 2548      3,000-3,999                    1-99           3-5 
## 2549             <NA>                    <NA>           1-2 
## 2550    25,000-29,999              1000-9,999         10-20 
## 2551            0-999                    1-99           None
## 2552      1,000-1,999           10,000-99,999           3-5 
## 2553  100,000-124,999                    1-99           1-2 
## 2554      5,000-7,499              1000-9,999           1-2 
## 2555    60,000-69,999                      0            < 1 
## 2556  125,000-149,999              > 100,000           5-10 
## 2557  100,000-124,999           10,000-99,999           3-5 
## 2558  100,000-124,999                 100-999           3-5 
## 2559    70,000-79,999              1000-9,999          5-10 
## 2560    20,000-24,999              1000-9,999           3-5 
## 2561      4,000-4,999              1000-9,999           < 1 
## 2562             <NA>                    <NA>           < 1 
## 2563    70,000-79,999                      0            < 1 
## 2564    50,000-59,999              1000-9,999           3-5 
## 2565             <NA>                    <NA>           1-2 
## 2566    40,000-49,999                    1-99           3-5 
## 2567    10,000-14,999                 100-999           1-2 
## 2568      7,500-9,999                    1-99           < 1 
## 2569      1,000-1,999                    1-99          5-10 
## 2570  125,000-149,999              > 100,000           5-10 
## 2571    40,000-49,999                      0            3-5 
## 2572    25,000-29,999                    1-99           3-5 
## 2573      4,000-4,999                      0            1-2 
## 2574            0-999                      0            < 1 
## 2575    25,000-29,999                 100-999           3-5 
## 2576    25,000-29,999           10,000-99,999          5-10 
## 2577  100,000-124,999              1000-9,999          5-10 
## 2578    80,000-89,999                 100-999          5-10 
## 2579    90,000-99,999                      0           5-10 
## 2580             <NA>                    <NA>          5-10 
## 2581    30,000-39,999                      0            3-5 
## 2582  200,000-249,999           10,000-99,999           20+ 
## 2583      4,000-4,999              1000-9,999           3-5 
## 2584            0-999                 100-999           < 1 
## 2585    40,000-49,999                      0            3-5 
## 2586      2,000-2,999                    1-99          5-10 
## 2587      2,000-2,999           10,000-99,999           3-5 
## 2588    60,000-69,999                 100-999           1-2 
## 2589      5,000-7,499                      0            None
## 2590      4,000-4,999              1000-9,999           3-5 
## 2591    20,000-24,999              > 100,000            3-5 
## 2592    25,000-29,999           10,000-99,999         10-20 
## 2593             <NA>                    <NA>           1-2 
## 2594             <NA>                    <NA>           1-2 
## 2595    25,000-29,999              1000-9,999           < 1 
## 2596    15,000-19,999                 100-999           3-5 
## 2597             <NA>                    <NA>           1-2 
## 2598             <NA>                    <NA>           < 1 
## 2599    60,000-69,999           10,000-99,999          5-10 
## 2600    25,000-29,999                 100-999          5-10 
## 2601            0-999                      0            1-2 
## 2602  100,000-124,999                      0            None
## 2603             <NA>                    <NA>           < 1 
## 2604    80,000-89,999                 100-999          5-10 
## 2605    90,000-99,999              > 100,000          10-20 
## 2606  200,000-249,999              1000-9,999         10-20 
## 2607    15,000-19,999                 100-999          5-10 
## 2608             <NA>                    <NA>           1-2 
## 2609             <NA>                    <NA>           1-2 
## 2610             <NA>                    <NA>           < 1 
## 2611             <NA>                    <NA>           < 1 
## 2612            0-999                      0            None
## 2613             <NA>                    <NA>           1-2 
## 2614             <NA>                    <NA>           < 1 
## 2615      5,000-7,499              1000-9,999           1-2 
## 2616  250,000-299,999           10,000-99,999          5-10 
## 2617  200,000-249,999                 100-999         10-20 
## 2618    70,000-79,999           10,000-99,999           3-5 
## 2619      1,000-1,999                      0            < 1 
## 2620  125,000-149,999              > 100,000           5-10 
## 2621             <NA>                    <NA>           < 1 
## 2622      5,000-7,499              1000-9,999           1-2 
## 2623    70,000-79,999                    1-99          5-10 
## 2624             <NA>                    <NA>           1-2 
## 2625    80,000-89,999           10,000-99,999           1-2 
## 2626    40,000-49,999                      0            < 1 
## 2627  200,000-249,999              > 100,000            20+ 
## 2628    60,000-69,999              1000-9,999           1-2 
## 2629             <NA>                    <NA>           None
## 2630    60,000-69,999              > 100,000            3-5 
## 2631      2,000-2,999                      0            < 1 
## 2632             <NA>                    <NA>           < 1 
## 2633    80,000-89,999              > 100,000            3-5 
## 2634             <NA>                    <NA>           1-2 
## 2635      2,000-2,999                    1-99           < 1 
## 2636    30,000-39,999                    1-99           < 1 
## 2637             <NA>                    <NA>           3-5 
## 2638             <NA>                    <NA>           < 1 
## 2639  150,000-199,999              1000-9,999           3-5 
## 2640    25,000-29,999              1000-9,999           1-2 
## 2641    25,000-29,999              1000-9,999           3-5 
## 2642            0-999                      0            3-5 
## 2643            0-999              1000-9,999           20+ 
## 2644      7,500-9,999                    1-99           < 1 
## 2645    60,000-69,999                      0            3-5 
## 2646            0-999                      0            3-5 
## 2647             <NA>                    <NA>           None
## 2648    70,000-79,999              > 100,000            1-2 
## 2649    40,000-49,999                      0           5-10 
## 2650             <NA>                    <NA>           20+ 
## 2651  125,000-149,999              > 100,000            20+ 
## 2652  150,000-199,999           10,000-99,999         10-20 
## 2653      3,000-3,999                    1-99           1-2 
## 2654  100,000-124,999           10,000-99,999           3-5 
## 2655    30,000-39,999           10,000-99,999           3-5 
## 2656    90,000-99,999              1000-9,999          5-10 
## 2657    70,000-79,999                      0            20+ 
## 2658             <NA>                    <NA>           1-2 
## 2659    70,000-79,999                 100-999          5-10 
## 2660    10,000-14,999              1000-9,999          5-10 
## 2661             <NA>                    <NA>           < 1 
## 2662    25,000-29,999           10,000-99,999           1-2 
## 2663             <NA>                    <NA>           1-2 
## 2664    70,000-79,999              1000-9,999           3-5 
## 2665    10,000-14,999              1000-9,999           3-5 
## 2666        > 500,000              > 100,000            1-2 
## 2667    30,000-39,999                      0            < 1 
## 2668      3,000-3,999                 100-999           3-5 
## 2669             <NA>                    <NA>           1-2 
## 2670    50,000-59,999                 100-999           3-5 
## 2671    40,000-49,999                      0           5-10 
## 2672  100,000-124,999              > 100,000           5-10 
## 2673             <NA>                    <NA>           1-2 
## 2674  125,000-149,999              > 100,000           5-10 
## 2675             <NA>                    <NA>           < 1 
## 2676            0-999                    1-99           1-2 
## 2677             <NA>                    <NA>           3-5 
## 2678             <NA>                    <NA>           3-5 
## 2679    10,000-14,999                      0            3-5 
## 2680            0-999                    1-99           < 1 
## 2681             <NA>                    <NA>           1-2 
## 2682  125,000-149,999                 100-999           20+ 
## 2683             <NA>                    <NA>           None
## 2684    10,000-14,999              1000-9,999           3-5 
## 2685            0-999                      0            3-5 
## 2686  100,000-124,999              1000-9,999           3-5 
## 2687    70,000-79,999                 100-999           3-5 
## 2688    40,000-49,999                      0            1-2 
## 2689  150,000-199,999              1000-9,999           1-2 
## 2690    40,000-49,999              1000-9,999           < 1 
## 2691      1,000-1,999                      0            < 1 
## 2692      1,000-1,999                    1-99           3-5 
## 2693             <NA>                    <NA>           20+ 
## 2694    30,000-39,999              1000-9,999          5-10 
## 2695    15,000-19,999              1000-9,999           3-5 
## 2696            0-999                 100-999           < 1 
## 2697    90,000-99,999              > 100,000           5-10 
## 2698    40,000-49,999              1000-9,999           3-5 
## 2699             <NA>                    <NA>           < 1 
## 2700            0-999              1000-9,999           < 1 
## 2701             <NA>                    <NA>           < 1 
## 2702            0-999                 100-999           < 1 
## 2703             <NA>                    <NA>           < 1 
## 2704    60,000-69,999           10,000-99,999         10-20 
## 2705      5,000-7,499                      0            None
## 2706  300,000-500,000              > 100,000          10-20 
## 2707    50,000-59,999                      0            < 1 
## 2708             <NA>                    <NA>           1-2 
## 2709    15,000-19,999                    1-99           3-5 
## 2710  125,000-149,999           10,000-99,999           3-5 
## 2711      7,500-9,999                 100-999           3-5 
## 2712            0-999                      0            3-5 
## 2713  150,000-199,999              1000-9,999         10-20 
## 2714  100,000-124,999           10,000-99,999          5-10 
## 2715            0-999                      0            3-5 
## 2716             <NA>                    <NA>           1-2 
## 2717             <NA>                    <NA>           < 1 
## 2718  125,000-149,999                    1-99          5-10 
## 2719            0-999                 100-999          5-10 
## 2720             <NA>                    <NA>           < 1 
## 2721  100,000-124,999                    1-99           20+ 
## 2722    60,000-69,999              1000-9,999           3-5 
## 2723      1,000-1,999                 100-999           1-2 
## 2724      2,000-2,999                      0            < 1 
## 2725    15,000-19,999                    1-99           20+ 
## 2726    90,000-99,999                      0           5-10 
## 2727    10,000-14,999                      0            1-2 
## 2728    10,000-14,999                    1-99          5-10 
## 2729             <NA>                    <NA>           < 1 
## 2730             <NA>                    <NA>           None
## 2731    10,000-14,999                    1-99          5-10 
## 2732    40,000-49,999                 100-999           3-5 
## 2733            0-999                      0            < 1 
## 2734             <NA>                    <NA>           1-2 
## 2735  100,000-124,999                      0            1-2 
## 2736    30,000-39,999              > 100,000           5-10 
## 2737        > 500,000           10,000-99,999         10-20 
## 2738             <NA>                    <NA>           1-2 
## 2739      1,000-1,999                      0            None
## 2740      7,500-9,999                    1-99           3-5 
## 2741    80,000-89,999                      0            < 1 
## 2742    10,000-14,999                 100-999           3-5 
## 2743             <NA>                    <NA>           1-2 
## 2744    50,000-59,999              > 100,000           5-10 
## 2745    90,000-99,999              1000-9,999           3-5 
## 2746  125,000-149,999                      0            1-2 
## 2747    20,000-24,999                      0            < 1 
## 2748             <NA>                    <NA>           < 1 
## 2749      5,000-7,499                 100-999           1-2 
## 2750             <NA>                    <NA>           < 1 
## 2751    20,000-24,999                 100-999           1-2 
## 2752    60,000-69,999              1000-9,999         10-20 
## 2753    50,000-59,999                 100-999           1-2 
## 2754    20,000-24,999                 100-999           3-5 
## 2755  100,000-124,999           10,000-99,999           3-5 
## 2756    90,000-99,999                 100-999           3-5 
## 2757      2,000-2,999                      0           5-10 
## 2758    10,000-14,999                 100-999           < 1 
## 2759      2,000-2,999              1000-9,999           None
## 2760            0-999                      0            < 1 
## 2761    30,000-39,999              1000-9,999          5-10 
## 2762    60,000-69,999              > 100,000          10-20 
## 2763             <NA>                    <NA>           1-2 
## 2764             <NA>                    <NA>           1-2 
## 2765      1,000-1,999                    1-99           1-2 
## 2766      5,000-7,499                    1-99           1-2 
## 2767    15,000-19,999              1000-9,999           3-5 
## 2768    15,000-19,999              1000-9,999          5-10 
## 2769    80,000-89,999                      0            1-2 
## 2770    60,000-69,999              1000-9,999           3-5 
## 2771             <NA>                    <NA>           None
## 2772    50,000-59,999                      0            3-5 
## 2773    10,000-14,999                    1-99           < 1 
## 2774             <NA>                    <NA>           < 1 
## 2775  100,000-124,999                 100-999           < 1 
## 2776    70,000-79,999                      0            3-5 
## 2777             <NA>                    <NA>           < 1 
## 2778             <NA>                    <NA>          5-10 
## 2779             <NA>                    <NA>           None
## 2780            0-999                      0            1-2 
## 2781  125,000-149,999           10,000-99,999           3-5 
## 2782    70,000-79,999           10,000-99,999           1-2 
## 2783             <NA>                    <NA>           1-2 
## 2784    80,000-89,999                      0            1-2 
## 2785      5,000-7,499                      0            3-5 
## 2786    90,000-99,999           10,000-99,999         10-20 
## 2787    40,000-49,999                 100-999           < 1 
## 2788      5,000-7,499                      0            < 1 
## 2789             <NA>                    <NA>           < 1 
## 2790    50,000-59,999                      0          10-20 
## 2791      7,500-9,999                    1-99           3-5 
## 2792    30,000-39,999           10,000-99,999         10-20 
## 2793    25,000-29,999              1000-9,999          5-10 
## 2794             <NA>                    <NA>           < 1 
## 2795             <NA>                    <NA>           < 1 
## 2796  100,000-124,999                 100-999         10-20 
## 2797    60,000-69,999                      0            1-2 
## 2798    90,000-99,999                      0          10-20 
## 2799      5,000-7,499                 100-999           1-2 
## 2800      2,000-2,999                 100-999           3-5 
## 2801            0-999                    1-99           1-2 
## 2802  300,000-500,000              > 100,000           5-10 
## 2803    50,000-59,999                      0          10-20 
## 2804    20,000-24,999              1000-9,999           3-5 
## 2805    50,000-59,999                 100-999           3-5 
## 2806    30,000-39,999           10,000-99,999           < 1 
## 2807            0-999                 100-999          5-10 
## 2808             <NA>                    <NA>           1-2 
## 2809    40,000-49,999              1000-9,999           20+ 
## 2810             <NA>                    <NA>           < 1 
## 2811      1,000-1,999                      0            3-5 
## 2812      3,000-3,999                 100-999           < 1 
## 2813    60,000-69,999                 100-999           3-5 
## 2814    90,000-99,999           10,000-99,999           20+ 
## 2815             <NA>                    <NA>           < 1 
## 2816            0-999                      0            < 1 
## 2817    10,000-14,999                      0            < 1 
## 2818      2,000-2,999                    1-99           < 1 
## 2819            0-999                      0            < 1 
## 2820      1,000-1,999              1000-9,999           1-2 
## 2821      2,000-2,999                    1-99           3-5 
## 2822             <NA>                    <NA>           1-2 
## 2823             <NA>                    <NA>           < 1 
## 2824    60,000-69,999                 100-999           3-5 
## 2825    15,000-19,999           10,000-99,999           None
## 2826            0-999                      0            1-2 
## 2827             <NA>                    <NA>           < 1 
## 2828             <NA>                    <NA>           3-5 
## 2829            0-999                 100-999           < 1 
## 2830      1,000-1,999              1000-9,999           1-2 
## 2831             <NA>                    <NA>           < 1 
## 2832            0-999              1000-9,999           3-5 
## 2833    90,000-99,999                 100-999           1-2 
## 2834        > 500,000              > 100,000            3-5 
## 2835             <NA>                    <NA>           < 1 
## 2836    15,000-19,999                 100-999           1-2 
## 2837  150,000-199,999              > 100,000          10-20 
## 2838             <NA>                    <NA>           1-2 
## 2839    15,000-19,999                      0           5-10 
## 2840             <NA>                    <NA>           1-2 
## 2841    15,000-19,999           10,000-99,999           3-5 
## 2842      5,000-7,499                      0            < 1 
## 2843            0-999                 100-999           None
## 2844  300,000-500,000           10,000-99,999          5-10 
## 2845             <NA>                    <NA>           1-2 
## 2846    30,000-39,999              1000-9,999          5-10 
## 2847    50,000-59,999              1000-9,999           1-2 
## 2848             <NA>                    <NA>           1-2 
## 2849            0-999                 100-999          5-10 
## 2850    10,000-14,999              1000-9,999           1-2 
## 2851    20,000-24,999              1000-9,999           1-2 
## 2852             <NA>                    <NA>           < 1 
## 2853  200,000-249,999           10,000-99,999           < 1 
## 2854    30,000-39,999                      0            3-5 
## 2855             <NA>                    <NA>           < 1 
## 2856    50,000-59,999                 100-999           1-2 
## 2857      7,500-9,999                 100-999         10-20 
## 2858            0-999                      0            < 1 
## 2859             <NA>                    <NA>           < 1 
## 2860             <NA>                    <NA>           1-2 
## 2861             <NA>                    <NA>           1-2 
## 2862      1,000-1,999                      0            1-2 
## 2863      5,000-7,499                      0            None
## 2864      2,000-2,999           10,000-99,999         10-20 
## 2865            0-999                      0            < 1 
## 2866             <NA>                    <NA>           1-2 
## 2867            0-999                      0            20+ 
## 2868    10,000-14,999                 100-999           1-2 
## 2869  100,000-124,999                    1-99           3-5 
## 2870             <NA>                    <NA>           < 1 
## 2871            0-999                    1-99           < 1 
## 2872  125,000-149,999              > 100,000          10-20 
## 2873             <NA>                    <NA>           None
## 2874             <NA>                    <NA>           < 1 
## 2875      5,000-7,499                      0            < 1 
## 2876      1,000-1,999                 100-999           3-5 
## 2877    70,000-79,999                    1-99          5-10 
## 2878    30,000-39,999           10,000-99,999         10-20 
## 2879    60,000-69,999                    1-99           1-2 
## 2880      5,000-7,499                      0            1-2 
## 2881    60,000-69,999              1000-9,999           1-2 
## 2882  200,000-249,999              > 100,000          10-20 
## 2883             <NA>                    <NA>           < 1 
## 2884             <NA>                    <NA>           < 1 
## 2885    20,000-24,999                 100-999           3-5 
## 2886    20,000-24,999                      0            1-2 
## 2887            0-999                      0            < 1 
## 2888    80,000-89,999              1000-9,999           None
## 2889    30,000-39,999                      0            3-5 
## 2890    10,000-14,999                      0            None
## 2891    10,000-14,999              1000-9,999           3-5 
## 2892      3,000-3,999                      0            < 1 
## 2893  150,000-199,999                 100-999         10-20 
## 2894      7,500-9,999                      0            1-2 
## 2895  150,000-199,999                      0           5-10 
## 2896             <NA>                    <NA>           20+ 
## 2897    70,000-79,999                      0            1-2 
## 2898  150,000-199,999              > 100,000           5-10 
## 2899             <NA>                    <NA>           < 1 
## 2900             <NA>                    <NA>           < 1 
## 2901             <NA>                    <NA>           1-2 
## 2902             <NA>                    <NA>           1-2 
## 2903             <NA>                    <NA>           < 1 
## 2904             <NA>                    <NA>           None
## 2905    15,000-19,999              1000-9,999           1-2 
## 2906    20,000-24,999                 100-999          5-10 
## 2907    30,000-39,999              > 100,000            3-5 
## 2908    25,000-29,999                      0            1-2 
## 2909      3,000-3,999              1000-9,999           1-2 
## 2910    10,000-14,999              1000-9,999          5-10 
## 2911             <NA>                    <NA>           3-5 
## 2912    80,000-89,999           10,000-99,999           3-5 
## 2913  150,000-199,999              > 100,000            20+ 
## 2914  125,000-149,999              > 100,000           5-10 
## 2915             <NA>                    <NA>           < 1 
## 2916    10,000-14,999              1000-9,999           1-2 
## 2917    20,000-24,999              > 100,000            3-5 
## 2918    60,000-69,999              > 100,000           5-10 
## 2919      5,000-7,499              1000-9,999           None
## 2920             <NA>                    <NA>          5-10 
## 2921    40,000-49,999                    1-99         10-20 
## 2922      3,000-3,999                    1-99           1-2 
## 2923    10,000-14,999           10,000-99,999           None
## 2924            0-999              1000-9,999           3-5 
## 2925    20,000-24,999              1000-9,999           < 1 
## 2926             <NA>                    <NA>           1-2 
## 2927             <NA>                    <NA>           1-2 
## 2928             <NA>                    <NA>           < 1 
## 2929    30,000-39,999           10,000-99,999           < 1 
## 2930  150,000-199,999                      0           5-10 
## 2931             <NA>                    <NA>           1-2 
## 2932    25,000-29,999                    1-99           1-2 
## 2933             <NA>                    <NA>           1-2 
## 2934    30,000-39,999                    1-99           3-5 
## 2935             <NA>                    <NA>           1-2 
## 2936    50,000-59,999                    1-99           None
## 2937             <NA>                    <NA>           None
## 2938      5,000-7,499                      0            < 1 
## 2939    30,000-39,999                      0            < 1 
## 2940    15,000-19,999                 100-999           1-2 
## 2941    60,000-69,999              > 100,000           5-10 
## 2942    60,000-69,999                      0            3-5 
## 2943             <NA>                    <NA>           3-5 
## 2944    10,000-14,999              1000-9,999           1-2 
## 2945    20,000-24,999                      0            < 1 
## 2946             <NA>                    <NA>           < 1 
## 2947             <NA>                    <NA>           1-2 
## 2948  200,000-249,999           10,000-99,999           1-2 
## 2949             <NA>                    <NA>           1-2 
## 2950             <NA>                    <NA>           < 1 
## 2951             <NA>                    <NA>           < 1 
## 2952    10,000-14,999                      0            < 1 
## 2953             <NA>                    <NA>           < 1 
## 2954             <NA>                    <NA>           < 1 
## 2955    10,000-14,999              1000-9,999           3-5 
## 2956    25,000-29,999                 100-999           3-5 
## 2957  150,000-199,999                 100-999           None
## 2958            0-999                    1-99           None
## 2959    40,000-49,999                 100-999           1-2 
## 2960            0-999                      0            1-2 
## 2961      7,500-9,999                    1-99           3-5 
## 2962            0-999           10,000-99,999           20+ 
## 2963    40,000-49,999                      0            3-5 
## 2964    30,000-39,999                      0            < 1 
## 2965            0-999                      0            < 1 
## 2966      2,000-2,999                 100-999           3-5 
## 2967             <NA>                    <NA>           1-2 
## 2968    10,000-14,999           10,000-99,999           3-5 
## 2969             <NA>                    <NA>           1-2 
## 2970      2,000-2,999              1000-9,999           1-2 
## 2971             <NA>                    <NA>           1-2 
## 2972             <NA>                    <NA>           None
## 2973             <NA>                    <NA>           < 1 
## 2974    20,000-24,999              1000-9,999         10-20 
## 2975             <NA>                    <NA>         10-20 
## 2976      3,000-3,999                 100-999          5-10 
## 2977      1,000-1,999                 100-999           1-2 
## 2978    60,000-69,999           10,000-99,999         10-20 
## 2979    25,000-29,999                    1-99           3-5 
## 2980      7,500-9,999                    1-99           1-2 
## 2981      3,000-3,999              1000-9,999          5-10 
## 2982    10,000-14,999                      0            3-5 
## 2983    60,000-69,999           10,000-99,999         10-20 
## 2984    10,000-14,999           10,000-99,999           < 1 
## 2985  125,000-149,999           10,000-99,999           3-5 
## 2986    15,000-19,999                      0            < 1 
## 2987            0-999                      0            None
## 2988             <NA>                    <NA>           1-2 
## 2989             <NA>                    <NA>           < 1 
## 2990            0-999                    1-99           < 1 
## 2991    40,000-49,999              1000-9,999          5-10 
## 2992             <NA>                    <NA>           < 1 
## 2993             <NA>                    <NA>           1-2 
## 2994    70,000-79,999                      0            < 1 
## 2995             <NA>                    <NA>           1-2 
## 2996             <NA>                    <NA>           None
## 2997      3,000-3,999              1000-9,999           3-5 
## 2998            0-999                      0            1-2 
## 2999    80,000-89,999           10,000-99,999           < 1 
## 3000    70,000-79,999              1000-9,999         10-20 
## 3001            0-999                      0            None
## 3002    50,000-59,999           10,000-99,999           3-5 
## 3003      5,000-7,499                 100-999           3-5 
## 3004      1,000-1,999                      0            None
## 3005             <NA>                    <NA>           1-2 
## 3006            0-999                 100-999           1-2 
## 3007    40,000-49,999                 100-999          5-10 
## 3008    25,000-29,999                 100-999          5-10 
## 3009      5,000-7,499                      0           5-10 
## 3010      3,000-3,999                 100-999           < 1 
## 3011  300,000-500,000                 100-999           None
## 3012             <NA>                    <NA>           3-5 
## 3013            0-999                 100-999           3-5 
## 3014  250,000-299,999              > 100,000            1-2 
## 3015    80,000-89,999              1000-9,999          5-10 
## 3016             <NA>                    <NA>           < 1 
## 3017      5,000-7,499              > 100,000            3-5 
## 3018             <NA>                    <NA>           1-2 
## 3019      3,000-3,999                    1-99          5-10 
## 3020             <NA>                    <NA>           < 1 
## 3021             <NA>                    <NA>           < 1 
## 3022             <NA>                    <NA>           < 1 
## 3023  150,000-199,999              1000-9,999          5-10 
## 3024    30,000-39,999                    1-99           < 1 
## 3025    50,000-59,999                      0            3-5 
## 3026      7,500-9,999                      0            1-2 
## 3027    40,000-49,999                      0            1-2 
## 3028  100,000-124,999           10,000-99,999           3-5 
## 3029    10,000-14,999                      0            < 1 
## 3030    20,000-24,999                    1-99           None
## 3031      4,000-4,999              1000-9,999           < 1 
## 3032    15,000-19,999                 100-999           1-2 
## 3033    80,000-89,999                      0            3-5 
## 3034    80,000-89,999                      0            < 1 
## 3035      7,500-9,999                    1-99           < 1 
## 3036      1,000-1,999                      0            3-5 
## 3037             <NA>                    <NA>           < 1 
## 3038             <NA>                    <NA>           1-2 
## 3039    70,000-79,999                 100-999           1-2 
## 3040             <NA>                    <NA>           < 1 
## 3041      2,000-2,999              1000-9,999           None
## 3042    15,000-19,999              1000-9,999           3-5 
## 3043  125,000-149,999              1000-9,999           3-5 
## 3044    60,000-69,999                 100-999           1-2 
## 3045    10,000-14,999                 100-999           < 1 
## 3046            0-999                 100-999           1-2 
## 3047    60,000-69,999           10,000-99,999          5-10 
## 3048    10,000-14,999              1000-9,999           1-2 
## 3049    10,000-14,999                      0            1-2 
## 3050  100,000-124,999              > 100,000            20+ 
## 3051    80,000-89,999                      0            1-2 
## 3052    40,000-49,999           10,000-99,999           3-5 
## 3053            0-999                 100-999           < 1 
## 3054             <NA>                    <NA>           1-2 
## 3055             <NA>                    <NA>           < 1 
## 3056             <NA>                    <NA>           < 1 
## 3057             <NA>                    <NA>           < 1 
## 3058    40,000-49,999              1000-9,999         10-20 
## 3059  150,000-199,999                      0            < 1 
## 3060             <NA>                    <NA>           1-2 
## 3061             <NA>                    <NA>           3-5 
## 3062             <NA>                    <NA>           3-5 
## 3063    25,000-29,999              1000-9,999           3-5 
## 3064             <NA>                    <NA>           1-2 
## 3065    60,000-69,999              > 100,000            None
## 3066    90,000-99,999              1000-9,999           1-2 
## 3067             <NA>                    <NA>           < 1 
## 3068             <NA>                    <NA>           3-5 
## 3069  100,000-124,999           10,000-99,999           3-5 
## 3070    30,000-39,999              > 100,000            None
## 3071    30,000-39,999              > 100,000            1-2 
## 3072             <NA>                    <NA>           < 1 
## 3073      1,000-1,999           10,000-99,999          5-10 
## 3074      1,000-1,999                      0            None
## 3075            0-999                 100-999          5-10 
## 3076            0-999                 100-999           3-5 
## 3077             <NA>                    <NA>           None
## 3078    10,000-14,999                    1-99           1-2 
## 3079             <NA>                    <NA>           < 1 
## 3080      5,000-7,499                    1-99           < 1 
## 3081            0-999                      0            1-2 
## 3082      2,000-2,999                      0            1-2 
## 3083             <NA>                    <NA>           3-5 
## 3084             <NA>                    <NA>           1-2 
## 3085      7,500-9,999           10,000-99,999           < 1 
## 3086    50,000-59,999           10,000-99,999           < 1 
## 3087    70,000-79,999                      0          10-20 
## 3088             <NA>                    <NA>           < 1 
## 3089    50,000-59,999                 100-999          5-10 
## 3090    15,000-19,999                 100-999           3-5 
## 3091    25,000-29,999                      0            1-2 
## 3092      1,000-1,999                      0            1-2 
## 3093  100,000-124,999                    1-99         10-20 
## 3094    20,000-24,999                    1-99           1-2 
## 3095             <NA>                    <NA>           < 1 
## 3096             <NA>                    <NA>           None
## 3097    50,000-59,999           10,000-99,999          5-10 
## 3098  125,000-149,999              1000-9,999          5-10 
## 3099             <NA>                    <NA>           3-5 
## 3100             <NA>                    <NA>           < 1 
## 3101            0-999                 100-999           < 1 
## 3102    70,000-79,999                      0           5-10 
## 3103    15,000-19,999                      0            < 1 
## 3104             <NA>                    <NA>           < 1 
## 3105             <NA>                    <NA>         10-20 
## 3106            0-999                    1-99           < 1 
## 3107  100,000-124,999              > 100,000            3-5 
## 3108    15,000-19,999                 100-999          5-10 
## 3109            0-999                 100-999           3-5 
## 3110             <NA>                    <NA>           1-2 
## 3111             <NA>                    <NA>           3-5 
## 3112    50,000-59,999                      0          10-20 
## 3113      4,000-4,999              1000-9,999           1-2 
## 3114      1,000-1,999                      0            < 1 
## 3115             <NA>                    <NA>           < 1 
## 3116             <NA>                    <NA>           1-2 
## 3117             <NA>                    <NA>           1-2 
## 3118             <NA>                    <NA>           < 1 
## 3119    30,000-39,999                      0            3-5 
## 3120    10,000-14,999              > 100,000            3-5 
## 3121      7,500-9,999                      0            3-5 
## 3122      1,000-1,999              1000-9,999           1-2 
## 3123            0-999                    1-99           3-5 
## 3124    15,000-19,999           10,000-99,999           1-2 
## 3125    10,000-14,999              1000-9,999           1-2 
## 3126  100,000-124,999                 100-999           3-5 
## 3127    50,000-59,999              1000-9,999           3-5 
## 3128    60,000-69,999                 100-999           3-5 
## 3129            0-999                      0            < 1 
## 3130    20,000-24,999                 100-999          5-10 
## 3131      5,000-7,499              > 100,000            1-2 
## 3132    10,000-14,999                    1-99           < 1 
## 3133    60,000-69,999                 100-999         10-20 
## 3134  150,000-199,999           10,000-99,999         10-20 
## 3135             <NA>                    <NA>           20+ 
## 3136  150,000-199,999              > 100,000          10-20 
## 3137      7,500-9,999                      0           5-10 
## 3138      2,000-2,999                      0            < 1 
## 3139    20,000-24,999                      0            1-2 
## 3140             <NA>                    <NA>           < 1 
## 3141             <NA>                    <NA>           None
## 3142    80,000-89,999                      0            1-2 
## 3143            0-999           10,000-99,999         10-20 
## 3144    15,000-19,999                 100-999          5-10 
## 3145    10,000-14,999                      0            < 1 
## 3146    25,000-29,999              1000-9,999         10-20 
## 3147    20,000-24,999              1000-9,999           < 1 
## 3148      5,000-7,499                    1-99           None
## 3149  100,000-124,999                      0           5-10 
## 3150      3,000-3,999              1000-9,999           1-2 
## 3151      5,000-7,499                      0            1-2 
## 3152    20,000-24,999                 100-999         10-20 
## 3153      2,000-2,999                    1-99           3-5 
## 3154             <NA>                    <NA>           1-2 
## 3155    80,000-89,999              > 100,000           5-10 
## 3156    30,000-39,999                    1-99           3-5 
## 3157            0-999                    1-99           < 1 
## 3158    25,000-29,999                      0            3-5 
## 3159             <NA>                    <NA>           < 1 
## 3160  125,000-149,999                 100-999           20+ 
## 3161             <NA>                    <NA>           None
## 3162      2,000-2,999              1000-9,999           < 1 
## 3163             <NA>                    <NA>           None
## 3164    60,000-69,999                      0            3-5 
## 3165            0-999                    1-99           < 1 
## 3166    70,000-79,999           10,000-99,999          5-10 
## 3167      1,000-1,999                    1-99           < 1 
## 3168            0-999                    1-99           1-2 
## 3169      5,000-7,499                      0            1-2 
## 3170    70,000-79,999              > 100,000           5-10 
## 3171    40,000-49,999                    1-99           1-2 
## 3172             <NA>                    <NA>           1-2 
## 3173             <NA>                    <NA>           < 1 
## 3174      5,000-7,499                      0            < 1 
## 3175            0-999                      0            None
## 3176             <NA>                    <NA>           1-2 
## 3177    50,000-59,999              1000-9,999          5-10 
## 3178    50,000-59,999                 100-999           3-5 
## 3179  100,000-124,999              1000-9,999           1-2 
## 3180    70,000-79,999              > 100,000          10-20 
## 3181      5,000-7,499              1000-9,999           None
## 3182  125,000-149,999                 100-999           3-5 
## 3183             <NA>                    <NA>           < 1 
## 3184    10,000-14,999                      0           5-10 
## 3185    40,000-49,999                      0            1-2 
## 3186            0-999                 100-999           1-2 
## 3187    70,000-79,999              > 100,000            3-5 
## 3188            0-999                    1-99           < 1 
## 3189    90,000-99,999              > 100,000            1-2 
## 3190    20,000-24,999                    1-99           < 1 
## 3191      7,500-9,999           10,000-99,999          5-10 
## 3192      5,000-7,499              1000-9,999         10-20 
## 3193    60,000-69,999                 100-999           20+ 
## 3194    20,000-24,999           10,000-99,999         10-20 
## 3195    90,000-99,999                      0          10-20 
## 3196             <NA>                    <NA>           3-5 
## 3197    80,000-89,999              1000-9,999           3-5 
## 3198    60,000-69,999              > 100,000            1-2 
## 3199             <NA>                    <NA>          5-10 
## 3200    50,000-59,999                      0           5-10 
## 3201  150,000-199,999              > 100,000           5-10 
## 3202            0-999                      0            < 1 
## 3203            0-999                    1-99           3-5 
## 3204    25,000-29,999                 100-999           3-5 
## 3205    40,000-49,999              > 100,000           5-10 
## 3206            0-999                      0            None
## 3207             <NA>                    <NA>           < 1 
## 3208             <NA>                    <NA>           1-2 
## 3209             <NA>                    <NA>           < 1 
## 3210      5,000-7,499                 100-999           1-2 
## 3211  150,000-199,999                      0            1-2 
## 3212             <NA>                    <NA>           < 1 
## 3213             <NA>                    <NA>          5-10 
## 3214      3,000-3,999                 100-999           1-2 
## 3215    15,000-19,999                 100-999           20+ 
## 3216    80,000-89,999                      0          10-20 
## 3217      5,000-7,499                    1-99           1-2 
## 3218    20,000-24,999              1000-9,999           3-5 
## 3219  125,000-149,999                      0            3-5 
## 3220    20,000-24,999           10,000-99,999         10-20 
## 3221      5,000-7,499                    1-99           < 1 
## 3222            0-999                      0            < 1 
## 3223  100,000-124,999                 100-999           20+ 
## 3224      3,000-3,999                 100-999           1-2 
## 3225    60,000-69,999              1000-9,999           3-5 
## 3226            0-999                      0            1-2 
## 3227            0-999                      0            1-2 
## 3228             <NA>                    <NA>           3-5 
## 3229             <NA>                    <NA>           < 1 
## 3230             <NA>                    <NA>           < 1 
## 3231             <NA>                    <NA>           1-2 
## 3232             <NA>                    <NA>           < 1 
## 3233             <NA>                    <NA>           < 1 
## 3234             <NA>                    <NA>           3-5 
## 3235            0-999                    1-99           None
## 3236             <NA>                    <NA>           < 1 
## 3237      3,000-3,999                      0            < 1 
## 3238  100,000-124,999              1000-9,999         10-20 
## 3239             <NA>                    <NA>           < 1 
## 3240            0-999              1000-9,999           < 1 
## 3241             <NA>                    <NA>           < 1 
## 3242             <NA>                    <NA>           1-2 
## 3243      5,000-7,499                      0            1-2 
## 3244  200,000-249,999              > 100,000          10-20 
## 3245    70,000-79,999              > 100,000            3-5 
## 3246    10,000-14,999                      0            < 1 
## 3247      4,000-4,999                 100-999           1-2 
## 3248    10,000-14,999              > 100,000            1-2 
## 3249  200,000-249,999           10,000-99,999          5-10 
## 3250    10,000-14,999                 100-999           1-2 
## 3251    30,000-39,999                      0           5-10 
## 3252            0-999                      0            < 1 
## 3253             <NA>                    <NA>           < 1 
## 3254      7,500-9,999                    1-99           3-5 
## 3255    50,000-59,999                 100-999           < 1 
## 3256    25,000-29,999              1000-9,999          5-10 
## 3257    30,000-39,999                      0            1-2 
## 3258    10,000-14,999              1000-9,999           1-2 
## 3259             <NA>                    <NA>           < 1 
## 3260            0-999                 100-999           < 1 
## 3261    25,000-29,999                 100-999           1-2 
## 3262      5,000-7,499           10,000-99,999           1-2 
## 3263  150,000-199,999              1000-9,999          5-10 
## 3264             <NA>                    <NA>           1-2 
## 3265             <NA>                    <NA>           < 1 
## 3266      1,000-1,999              1000-9,999           < 1 
## 3267      7,500-9,999                      0            < 1 
## 3268    30,000-39,999                 100-999           1-2 
## 3269    60,000-69,999           10,000-99,999          5-10 
## 3270    25,000-29,999                      0            < 1 
## 3271      1,000-1,999                      0          10-20 
## 3272             <NA>                    <NA>           < 1 
## 3273    40,000-49,999                    1-99           3-5 
## 3274      2,000-2,999                      0            None
## 3275  100,000-124,999           10,000-99,999         10-20 
## 3276    30,000-39,999                      0           5-10 
## 3277    80,000-89,999                      0          10-20 
## 3278      4,000-4,999                    1-99           None
## 3279      5,000-7,499                    1-99           < 1 
## 3280      2,000-2,999                 100-999           1-2 
## 3281             <NA>                    <NA>           < 1 
## 3282      4,000-4,999                      0            None
## 3283             <NA>                    <NA>           1-2 
## 3284    90,000-99,999              1000-9,999           3-5 
## 3285             <NA>                    <NA>           < 1 
## 3286            0-999              1000-9,999           3-5 
## 3287    60,000-69,999              > 100,000           5-10 
## 3288        > 500,000                      0           5-10 
## 3289      5,000-7,499                      0            1-2 
## 3290             <NA>                    <NA>           20+ 
## 3291             <NA>                    <NA>           1-2 
## 3292      3,000-3,999                      0            None
## 3293            0-999                    1-99           None
## 3294    20,000-24,999                 100-999           1-2 
## 3295    30,000-39,999                 100-999           < 1 
## 3296    30,000-39,999              > 100,000            3-5 
## 3297             <NA>                    <NA>           < 1 
## 3298    10,000-14,999                 100-999           1-2 
## 3299      7,500-9,999                    1-99           1-2 
## 3300    40,000-49,999                      0          10-20 
## 3301    25,000-29,999                 100-999           < 1 
## 3302  150,000-199,999           10,000-99,999           3-5 
## 3303  150,000-199,999           10,000-99,999           20+ 
## 3304    40,000-49,999              1000-9,999          5-10 
## 3305             <NA>                    <NA>           1-2 
## 3306             <NA>                    <NA>           < 1 
## 3307    30,000-39,999                      0            None
## 3308    60,000-69,999              > 100,000          10-20 
## 3309    15,000-19,999                 100-999           1-2 
## 3310      7,500-9,999              1000-9,999           1-2 
## 3311    20,000-24,999                 100-999           1-2 
## 3312    40,000-49,999                      0           5-10 
## 3313    70,000-79,999                 100-999          5-10 
## 3314    25,000-29,999                 100-999          5-10 
## 3315            0-999                 100-999           < 1 
## 3316  150,000-199,999           10,000-99,999         10-20 
## 3317             <NA>                    <NA>           < 1 
## 3318            0-999                    1-99           1-2 
## 3319    30,000-39,999                    1-99           20+ 
## 3320    30,000-39,999                    1-99           1-2 
## 3321      7,500-9,999                      0            None
## 3322             <NA>                    <NA>           < 1 
## 3323    60,000-69,999                      0            20+ 
## 3324             <NA>                    <NA>           < 1 
## 3325             <NA>                    <NA>           None
## 3326    15,000-19,999                      0            1-2 
## 3327      1,000-1,999                 100-999           1-2 
## 3328    40,000-49,999              1000-9,999          5-10 
## 3329      1,000-1,999                 100-999           1-2 
## 3330    60,000-69,999              > 100,000          10-20 
## 3331             <NA>                    <NA>           1-2 
## 3332             <NA>                    <NA>           1-2 
## 3333      1,000-1,999                 100-999           1-2 
## 3334             <NA>                    <NA>           None
## 3335             <NA>                    <NA>           None
## 3336    40,000-49,999              1000-9,999           3-5 
## 3337             <NA>                    <NA>           1-2 
## 3338      1,000-1,999                 100-999           3-5 
## 3339      7,500-9,999           10,000-99,999           3-5 
## 3340  125,000-149,999              > 100,000          10-20 
## 3341      5,000-7,499                      0            < 1 
## 3342             <NA>                    <NA>           3-5 
## 3343            0-999                      0            1-2 
## 3344      5,000-7,499                      0            3-5 
## 3345             <NA>                    <NA>           None
## 3346    40,000-49,999                      0            3-5 
## 3347             <NA>                    <NA>           < 1 
## 3348            0-999                      0            < 1 
## 3349    30,000-39,999                      0            20+ 
## 3350             <NA>                    <NA>           3-5 
## 3351    10,000-14,999              1000-9,999          5-10 
## 3352             <NA>                    <NA>           None
## 3353  125,000-149,999              > 100,000           5-10 
## 3354            0-999                    1-99           < 1 
## 3355    25,000-29,999              1000-9,999           < 1 
## 3356    80,000-89,999              1000-9,999           20+ 
## 3357      7,500-9,999                 100-999           1-2 
## 3358      5,000-7,499                      0            1-2 
## 3359            0-999                      0            < 1 
## 3360    30,000-39,999              1000-9,999           3-5 
## 3361    60,000-69,999                      0            3-5 
## 3362             <NA>                    <NA>           1-2 
## 3363    50,000-59,999                 100-999           1-2 
## 3364  125,000-149,999              > 100,000            1-2 
## 3365             <NA>                    <NA>           < 1 
## 3366    80,000-89,999           10,000-99,999         10-20 
## 3367    40,000-49,999                    1-99           1-2 
## 3368            0-999                      0            < 1 
## 3369             <NA>                    <NA>           1-2 
## 3370    70,000-79,999           10,000-99,999          5-10 
## 3371    30,000-39,999                      0           5-10 
## 3372    20,000-24,999              > 100,000            1-2 
## 3373    25,000-29,999                    1-99           3-5 
## 3374    20,000-24,999                      0            1-2 
## 3375    25,000-29,999                      0            1-2 
## 3376    70,000-79,999                 100-999          5-10 
## 3377    10,000-14,999              1000-9,999           1-2 
## 3378      3,000-3,999                      0            1-2 
## 3379    60,000-69,999                      0            1-2 
## 3380             <NA>                    <NA>           < 1 
## 3381  100,000-124,999              > 100,000            20+ 
## 3382  125,000-149,999           10,000-99,999          5-10 
## 3383    60,000-69,999                      0            < 1 
## 3384             <NA>                    <NA>           1-2 
## 3385    30,000-39,999                      0            < 1 
## 3386            0-999                      0            < 1 
## 3387    15,000-19,999              1000-9,999           1-2 
## 3388    90,000-99,999              1000-9,999         10-20 
## 3389            0-999              1000-9,999           < 1 
## 3390             <NA>                    <NA>           < 1 
## 3391             <NA>                    <NA>           None
## 3392    50,000-59,999              1000-9,999         10-20 
## 3393        > 500,000              > 100,000            None
## 3394    50,000-59,999           10,000-99,999           20+ 
## 3395             <NA>                    <NA>           < 1 
## 3396      2,000-2,999                 100-999           1-2 
## 3397      5,000-7,499                      0            < 1 
## 3398             <NA>                    <NA>           < 1 
## 3399      4,000-4,999                      0            3-5 
## 3400      2,000-2,999                    1-99           1-2 
## 3401             <NA>                    <NA>           1-2 
## 3402    25,000-29,999                 100-999           3-5 
## 3403    20,000-24,999                      0            1-2 
## 3404    60,000-69,999              1000-9,999          5-10 
## 3405            0-999                      0            < 1 
## 3406    50,000-59,999                      0            < 1 
## 3407            0-999              1000-9,999          5-10 
## 3408    10,000-14,999              1000-9,999           1-2 
## 3409    15,000-19,999                      0            1-2 
## 3410      5,000-7,499              1000-9,999           3-5 
## 3411  200,000-249,999              > 100,000            1-2 
## 3412    70,000-79,999           10,000-99,999           3-5 
## 3413             <NA>                    <NA>           1-2 
## 3414             <NA>                    <NA>           < 1 
## 3415             <NA>                    <NA>          5-10 
## 3416    40,000-49,999              1000-9,999          5-10 
## 3417            0-999                      0            < 1 
## 3418    90,000-99,999                 100-999         10-20 
## 3419    10,000-14,999                      0           5-10 
## 3420             <NA>                    <NA>           1-2 
## 3421    25,000-29,999                      0            1-2 
## 3422    30,000-39,999              1000-9,999           3-5 
## 3423             <NA>                    <NA>           1-2 
## 3424    50,000-59,999                      0            3-5 
## 3425    30,000-39,999                      0            < 1 
## 3426    25,000-29,999                      0            1-2 
## 3427    90,000-99,999           10,000-99,999           20+ 
## 3428    30,000-39,999                      0            < 1 
## 3429      2,000-2,999                    1-99           1-2 
## 3430    20,000-24,999                      0            3-5 
## 3431    20,000-24,999              1000-9,999           < 1 
## 3432    40,000-49,999           10,000-99,999           1-2 
## 3433    50,000-59,999                      0            1-2 
## 3434             <NA>                    <NA>           < 1 
## 3435    50,000-59,999                      0           5-10 
## 3436             <NA>                    <NA>           1-2 
## 3437            0-999                    1-99           20+ 
## 3438      1,000-1,999                    1-99           1-2 
## 3439    70,000-79,999                      0            1-2 
## 3440    10,000-14,999                      0            None
## 3441    25,000-29,999           10,000-99,999           3-5 
## 3442    50,000-59,999                      0            20+ 
## 3443      3,000-3,999              > 100,000            3-5 
## 3444             <NA>                    <NA>           1-2 
## 3445      4,000-4,999                 100-999           < 1 
## 3446    10,000-14,999                 100-999           1-2 
## 3447    10,000-14,999                      0            < 1 
## 3448  100,000-124,999                 100-999          5-10 
## 3449             <NA>                    <NA>           < 1 
## 3450             <NA>                    <NA>           1-2 
## 3451            0-999                      0            1-2 
## 3452            0-999                 100-999           < 1 
## 3453             <NA>                    <NA>           3-5 
## 3454    25,000-29,999                      0          10-20 
## 3455             <NA>                    <NA>           < 1 
## 3456    15,000-19,999                      0          10-20 
## 3457    15,000-19,999              > 100,000           5-10 
## 3458  150,000-199,999              > 100,000            3-5 
## 3459    40,000-49,999              1000-9,999           3-5 
## 3460    30,000-39,999                      0            3-5 
## 3461    80,000-89,999              1000-9,999          5-10 
## 3462             <NA>                    <NA>           < 1 
## 3463    30,000-39,999              1000-9,999           3-5 
## 3464  150,000-199,999              1000-9,999           3-5 
## 3465  100,000-124,999              1000-9,999          5-10 
## 3466  250,000-299,999                 100-999          5-10 
## 3467      4,000-4,999                      0            < 1 
## 3468    90,000-99,999           10,000-99,999           3-5 
## 3469    10,000-14,999                 100-999           < 1 
## 3470             <NA>                    <NA>           None
## 3471      1,000-1,999              > 100,000            3-5 
## 3472             <NA>                    <NA>           1-2 
## 3473      7,500-9,999           10,000-99,999         10-20 
## 3474    60,000-69,999                      0            < 1 
## 3475    40,000-49,999           10,000-99,999          5-10 
## 3476      1,000-1,999                    1-99           < 1 
## 3477      2,000-2,999                      0            1-2 
## 3478             <NA>                    <NA>           < 1 
## 3479    60,000-69,999                    1-99           3-5 
## 3480      1,000-1,999              1000-9,999           20+ 
## 3481    40,000-49,999           10,000-99,999           1-2 
## 3482             <NA>                    <NA>           < 1 
## 3483             <NA>                    <NA>           None
## 3484    40,000-49,999                      0            None
## 3485             <NA>                    <NA>           20+ 
## 3486    30,000-39,999                 100-999          5-10 
## 3487    50,000-59,999              1000-9,999         10-20 
## 3488            0-999                      0            < 1 
## 3489    50,000-59,999                      0            3-5 
## 3490    30,000-39,999              1000-9,999          5-10 
## 3491  100,000-124,999           10,000-99,999          5-10 
## 3492    40,000-49,999                 100-999           3-5 
## 3493      3,000-3,999                      0            1-2 
## 3494    20,000-24,999                      0            < 1 
## 3495    25,000-29,999                      0            1-2 
## 3496             <NA>                    <NA>           < 1 
## 3497    25,000-29,999                 100-999          5-10 
## 3498             <NA>                    <NA>           < 1 
## 3499    50,000-59,999                 100-999          5-10 
## 3500  250,000-299,999                 100-999         10-20 
## 3501    40,000-49,999                      0            1-2 
## 3502      3,000-3,999                 100-999           1-2 
## 3503             <NA>                    <NA>           < 1 
## 3504             <NA>                    <NA>           < 1 
## 3505    20,000-24,999                    1-99           3-5 
## 3506    15,000-19,999                 100-999           1-2 
## 3507            0-999                 100-999           1-2 
## 3508             <NA>                    <NA>           1-2 
## 3509      3,000-3,999                    1-99           3-5 
## 3510    60,000-69,999                    1-99           < 1 
## 3511    30,000-39,999                    1-99           3-5 
## 3512    70,000-79,999           10,000-99,999           1-2 
## 3513    15,000-19,999                      0            1-2 
## 3514    40,000-49,999                      0          10-20 
## 3515    15,000-19,999                    1-99          5-10 
## 3516    50,000-59,999              1000-9,999         10-20 
## 3517            0-999                 100-999           1-2 
## 3518      4,000-4,999                      0            3-5 
## 3519    30,000-39,999           10,000-99,999          5-10 
## 3520             <NA>                    <NA>           < 1 
## 3521  300,000-500,000              > 100,000            20+ 
## 3522    15,000-19,999                      0            < 1 
## 3523      2,000-2,999                    1-99           3-5 
## 3524    10,000-14,999                      0            3-5 
## 3525    15,000-19,999              1000-9,999           3-5 
## 3526    25,000-29,999                      0            < 1 
## 3527    90,000-99,999                      0            < 1 
## 3528    20,000-24,999                      0            < 1 
## 3529    50,000-59,999                    1-99           1-2 
## 3530    40,000-49,999                      0            3-5 
## 3531    40,000-49,999              > 100,000          10-20 
## 3532             <NA>                    <NA>           < 1 
## 3533    15,000-19,999           10,000-99,999           20+ 
## 3534    15,000-19,999           10,000-99,999           1-2 
## 3535    70,000-79,999              1000-9,999         10-20 
## 3536    50,000-59,999              1000-9,999          5-10 
## 3537      1,000-1,999                    1-99           < 1 
## 3538    50,000-59,999              1000-9,999           20+ 
## 3539             <NA>                    <NA>           1-2 
## 3540    50,000-59,999                      0            < 1 
## 3541    80,000-89,999                      0          10-20 
## 3542    15,000-19,999                    1-99           1-2 
## 3543    60,000-69,999           10,000-99,999          5-10 
## 3544    40,000-49,999              1000-9,999          5-10 
## 3545    15,000-19,999                 100-999           None
## 3546    80,000-89,999                 100-999          5-10 
## 3547    20,000-24,999                    1-99           3-5 
## 3548    60,000-69,999              1000-9,999           3-5 
## 3549             <NA>                    <NA>           < 1 
## 3550    60,000-69,999              1000-9,999           20+ 
## 3551            0-999                 100-999           None
## 3552      3,000-3,999                 100-999           < 1 
## 3553    40,000-49,999              1000-9,999           3-5 
## 3554      1,000-1,999                    1-99           3-5 
## 3555    40,000-49,999                 100-999           3-5 
## 3556      1,000-1,999                      0            1-2 
## 3557             <NA>                    <NA>           < 1 
## 3558    15,000-19,999              1000-9,999           1-2 
## 3559    50,000-59,999                      0          10-20 
## 3560             <NA>                    <NA>           3-5 
## 3561             <NA>                    <NA>           1-2 
## 3562    10,000-14,999                    1-99           3-5 
## 3563      5,000-7,499                      0            3-5 
## 3564    15,000-19,999                 100-999         10-20 
## 3565      7,500-9,999              1000-9,999           1-2 
## 3566    25,000-29,999                      0            1-2 
## 3567    50,000-59,999           10,000-99,999         10-20 
## 3568    50,000-59,999              1000-9,999           1-2 
## 3569             <NA>                    <NA>           3-5 
## 3570             <NA>                    <NA>           1-2 
## 3571    40,000-49,999                 100-999          5-10 
## 3572            0-999                      0            < 1 
## 3573  150,000-199,999                      0          10-20 
## 3574  200,000-249,999           10,000-99,999          5-10 
## 3575             <NA>                    <NA>           3-5 
## 3576  125,000-149,999              > 100,000            3-5 
## 3577    15,000-19,999                 100-999           1-2 
## 3578    80,000-89,999              1000-9,999           3-5 
## 3579             <NA>                    <NA>           1-2 
## 3580             <NA>                    <NA>           1-2 
## 3581      2,000-2,999                 100-999           < 1 
## 3582    40,000-49,999              > 100,000            1-2 
## 3583      1,000-1,999                      0            < 1 
## 3584    20,000-24,999                 100-999           None
## 3585  125,000-149,999              1000-9,999           1-2 
## 3586             <NA>                    <NA>           1-2 
## 3587  100,000-124,999              1000-9,999          5-10 
## 3588  100,000-124,999              1000-9,999         10-20 
## 3589             <NA>                    <NA>           1-2 
## 3590      1,000-1,999                 100-999           < 1 
## 3591    25,000-29,999                 100-999           3-5 
## 3592             <NA>                    <NA>           < 1 
## 3593             <NA>                    <NA>           < 1 
## 3594    15,000-19,999           10,000-99,999           3-5 
## 3595      3,000-3,999                      0            1-2 
## 3596      1,000-1,999                      0            < 1 
## 3597             <NA>                    <NA>           < 1 
## 3598    15,000-19,999                      0            3-5 
## 3599  100,000-124,999              > 100,000            20+ 
## 3600      2,000-2,999                      0            1-2 
## 3601             <NA>                    <NA>           3-5 
## 3602  100,000-124,999           10,000-99,999           1-2 
## 3603    30,000-39,999                 100-999           3-5 
## 3604    40,000-49,999                    1-99           1-2 
## 3605    60,000-69,999              1000-9,999         10-20 
## 3606    10,000-14,999                 100-999           3-5 
## 3607    70,000-79,999                    1-99           < 1 
## 3608      1,000-1,999                    1-99           < 1 
## 3609             <NA>                    <NA>           < 1 
## 3610    40,000-49,999                      0            1-2 
## 3611    60,000-69,999                    1-99          5-10 
## 3612             <NA>                    <NA>           1-2 
## 3613    40,000-49,999              1000-9,999         10-20 
## 3614    25,000-29,999              > 100,000           5-10 
## 3615    30,000-39,999              1000-9,999           3-5 
## 3616    10,000-14,999              1000-9,999          5-10 
## 3617      2,000-2,999                 100-999         10-20 
## 3618    15,000-19,999              1000-9,999           1-2 
## 3619             <NA>                    <NA>           1-2 
## 3620             <NA>                    <NA>           1-2 
## 3621            0-999                    1-99           3-5 
## 3622    50,000-59,999                      0          10-20 
## 3623             <NA>                    <NA>           < 1 
## 3624    50,000-59,999              1000-9,999           1-2 
## 3625    10,000-14,999                 100-999          5-10 
## 3626    30,000-39,999              1000-9,999          5-10 
## 3627    60,000-69,999                      0          10-20 
## 3628             <NA>                    <NA>           None
## 3629             <NA>                    <NA>           < 1 
## 3630             <NA>                    <NA>           1-2 
## 3631      7,500-9,999                      0            3-5 
## 3632  125,000-149,999                 100-999          5-10 
## 3633    70,000-79,999              1000-9,999           20+ 
## 3634            0-999                    1-99           < 1 
## 3635             <NA>                    <NA>           1-2 
## 3636    15,000-19,999              > 100,000            < 1 
## 3637             <NA>                    <NA>           3-5 
## 3638  100,000-124,999                 100-999          5-10 
## 3639    40,000-49,999              1000-9,999           3-5 
## 3640  125,000-149,999              > 100,000            20+ 
## 3641  125,000-149,999              > 100,000           5-10 
## 3642    90,000-99,999                      0           5-10 
## 3643    40,000-49,999           10,000-99,999           20+ 
## 3644             <NA>                    <NA>           1-2 
## 3645    50,000-59,999                 100-999           1-2 
## 3646            0-999                      0            3-5 
## 3647    30,000-39,999                      0          10-20 
## 3648    40,000-49,999           10,000-99,999           < 1 
## 3649    25,000-29,999              1000-9,999           1-2 
## 3650      7,500-9,999                      0           5-10 
## 3651    25,000-29,999                 100-999           3-5 
## 3652             <NA>                    <NA>           3-5 
## 3653    20,000-24,999                 100-999           3-5 
## 3654    10,000-14,999                    1-99           3-5 
## 3655            0-999                      0            < 1 
## 3656    40,000-49,999                      0          10-20 
## 3657      2,000-2,999              1000-9,999           1-2 
## 3658    15,000-19,999                      0            1-2 
## 3659             <NA>                    <NA>           1-2 
## 3660    20,000-24,999              1000-9,999         10-20 
## 3661    15,000-19,999                      0            3-5 
## 3662    15,000-19,999              1000-9,999         10-20 
## 3663    40,000-49,999              1000-9,999           None
## 3664    60,000-69,999                 100-999          5-10 
## 3665             <NA>                    <NA>           None
## 3666      4,000-4,999                      0            3-5 
## 3667    40,000-49,999                 100-999           1-2 
## 3668             <NA>                    <NA>           < 1 
## 3669             <NA>                    <NA>          5-10 
## 3670    50,000-59,999           10,000-99,999           3-5 
## 3671             <NA>                    <NA>           1-2 
## 3672    10,000-14,999                      0            1-2 
## 3673             <NA>                    <NA>           < 1 
## 3674      1,000-1,999              1000-9,999           1-2 
## 3675             <NA>                    <NA>           < 1 
## 3676             <NA>                    <NA>           < 1 
## 3677  150,000-199,999              1000-9,999          5-10 
## 3678    80,000-89,999           10,000-99,999         10-20 
## 3679    30,000-39,999                      0            1-2 
## 3680    25,000-29,999                      0            3-5 
## 3681      4,000-4,999                 100-999           3-5 
## 3682  100,000-124,999              1000-9,999           3-5 
## 3683  150,000-199,999              1000-9,999          5-10 
## 3684  100,000-124,999              1000-9,999           20+ 
## 3685    50,000-59,999              > 100,000            1-2 
## 3686    60,000-69,999           10,000-99,999           1-2 
## 3687    40,000-49,999                      0            3-5 
## 3688             <NA>                    <NA>           1-2 
## 3689    70,000-79,999           10,000-99,999          5-10 
## 3690    90,000-99,999              > 100,000           5-10 
## 3691      5,000-7,499                 100-999         10-20 
## 3692  250,000-299,999           10,000-99,999         10-20 
## 3693    25,000-29,999              1000-9,999          5-10 
## 3694             <NA>                    <NA>           < 1 
## 3695             <NA>                    <NA>           < 1 
## 3696    30,000-39,999           10,000-99,999         10-20 
## 3697  125,000-149,999              > 100,000           5-10 
## 3698    20,000-24,999                    1-99           1-2 
## 3699    30,000-39,999           10,000-99,999          5-10 
## 3700    30,000-39,999              1000-9,999           20+ 
## 3701    15,000-19,999                      0            1-2 
## 3702    70,000-79,999           10,000-99,999           1-2 
## 3703    30,000-39,999                 100-999           3-5 
## 3704            0-999                    1-99           1-2 
## 3705    30,000-39,999              1000-9,999          5-10 
## 3706  125,000-149,999                    1-99          5-10 
## 3707      7,500-9,999                      0            3-5 
## 3708    40,000-49,999                      0           5-10 
## 3709      1,000-1,999                 100-999           3-5 
## 3710    30,000-39,999                      0           5-10 
## 3711    20,000-24,999                    1-99           3-5 
## 3712    50,000-59,999              1000-9,999         10-20 
## 3713             <NA>                    <NA>           < 1 
## 3714             <NA>                    <NA>           < 1 
## 3715    80,000-89,999              1000-9,999         10-20 
## 3716  150,000-199,999              > 100,000          10-20 
## 3717    30,000-39,999                      0            3-5 
## 3718    30,000-39,999                 100-999          5-10 
## 3719      4,000-4,999              1000-9,999           3-5 
## 3720  200,000-249,999              > 100,000            3-5 
## 3721    90,000-99,999           10,000-99,999         10-20 
## 3722             <NA>                    <NA>           3-5 
## 3723    60,000-69,999              1000-9,999          5-10 
## 3724      7,500-9,999                      0            1-2 
## 3725      2,000-2,999                 100-999           < 1 
## 3726             <NA>                    <NA>           1-2 
## 3727             <NA>                    <NA>           1-2 
## 3728             <NA>                    <NA>           < 1 
## 3729    50,000-59,999                    1-99           1-2 
## 3730    30,000-39,999                 100-999           < 1 
## 3731             <NA>                    <NA>           < 1 
## 3732    10,000-14,999                    1-99           1-2 
## 3733      2,000-2,999                      0            1-2 
## 3734      1,000-1,999                 100-999           3-5 
## 3735             <NA>                    <NA>           < 1 
## 3736      7,500-9,999                      0            1-2 
## 3737    50,000-59,999              1000-9,999          5-10 
## 3738    15,000-19,999                 100-999          5-10 
## 3739             <NA>                    <NA>           1-2 
## 3740    30,000-39,999              1000-9,999          5-10 
## 3741             <NA>                    <NA>           1-2 
## 3742    30,000-39,999           10,000-99,999          5-10 
## 3743            0-999                 100-999           < 1 
## 3744    30,000-39,999                    1-99           < 1 
## 3745    40,000-49,999              1000-9,999           3-5 
## 3746    50,000-59,999                    1-99           3-5 
## 3747      3,000-3,999                      0            1-2 
## 3748    40,000-49,999              1000-9,999          5-10 
## 3749    25,000-29,999                      0           5-10 
## 3750    60,000-69,999              1000-9,999         10-20 
## 3751    10,000-14,999                      0            3-5 
## 3752    40,000-49,999                      0            < 1 
## 3753  150,000-199,999              > 100,000            20+ 
## 3754    90,000-99,999           10,000-99,999         10-20 
## 3755  100,000-124,999                    1-99         10-20 
## 3756            0-999                    1-99           None
## 3757  100,000-124,999           10,000-99,999         10-20 
## 3758    25,000-29,999              1000-9,999           1-2 
## 3759             <NA>                    <NA>           None
## 3760    20,000-24,999              1000-9,999           3-5 
## 3761  150,000-199,999                      0            20+ 
## 3762    20,000-24,999                      0            1-2 
## 3763    80,000-89,999                      0            1-2 
## 3764  100,000-124,999              1000-9,999           1-2 
## 3765             <NA>                    <NA>           None
## 3766      3,000-3,999                 100-999           3-5 
## 3767    10,000-14,999                      0            None
## 3768    10,000-14,999                 100-999           1-2 
## 3769             <NA>                    <NA>           1-2 
## 3770    25,000-29,999                      0            < 1 
## 3771    40,000-49,999                      0            < 1 
## 3772      7,500-9,999                    1-99           1-2 
## 3773    10,000-14,999                    1-99           3-5 
## 3774    30,000-39,999                      0           5-10 
## 3775      3,000-3,999              1000-9,999           1-2 
## 3776    50,000-59,999                      0            < 1 
## 3777      3,000-3,999                 100-999           1-2 
## 3778    10,000-14,999                      0            < 1 
## 3779    50,000-59,999              > 100,000            3-5 
## 3780    30,000-39,999                      0            3-5 
## 3781    50,000-59,999                      0           5-10 
## 3782    25,000-29,999           10,000-99,999           1-2 
## 3783    30,000-39,999                      0            < 1 
## 3784    30,000-39,999                    1-99           3-5 
## 3785             <NA>                    <NA>           < 1 
## 3786    15,000-19,999                    1-99           3-5 
## 3787      5,000-7,499              1000-9,999           3-5 
## 3788    30,000-39,999              > 100,000            < 1 
## 3789            0-999                      0            1-2 
## 3790    40,000-49,999              1000-9,999          5-10 
## 3791    40,000-49,999                 100-999         10-20 
## 3792    25,000-29,999                      0            < 1 
## 3793    70,000-79,999              1000-9,999         10-20 
## 3794    60,000-69,999                 100-999          5-10 
## 3795    70,000-79,999                 100-999           < 1 
## 3796             <NA>                    <NA>          5-10 
## 3797    25,000-29,999                    1-99           < 1 
## 3798            0-999                      0            1-2 
## 3799            0-999                 100-999           < 1 
## 3800      3,000-3,999                    1-99           < 1 
## 3801    60,000-69,999           10,000-99,999           < 1 
## 3802      1,000-1,999                 100-999           1-2 
## 3803    20,000-24,999              1000-9,999           < 1 
## 3804    15,000-19,999                 100-999           1-2 
## 3805      1,000-1,999                    1-99           1-2 
## 3806  125,000-149,999              1000-9,999           3-5 
## 3807    20,000-24,999                      0            < 1 
## 3808    40,000-49,999                    1-99           3-5 
## 3809      1,000-1,999                    1-99           3-5 
## 3810            0-999                    1-99           < 1 
## 3811    80,000-89,999           10,000-99,999           3-5 
## 3812             <NA>                    <NA>           1-2 
## 3813      3,000-3,999              1000-9,999          5-10 
## 3814    40,000-49,999                 100-999           3-5 
## 3815      7,500-9,999                    1-99           < 1 
## 3816    30,000-39,999           10,000-99,999          5-10 
## 3817  100,000-124,999              1000-9,999           3-5 
## 3818             <NA>                    <NA>           < 1 
## 3819  125,000-149,999                 100-999          5-10 
## 3820             <NA>                    <NA>           < 1 
## 3821    70,000-79,999                      0            3-5 
## 3822  100,000-124,999                      0            < 1 
## 3823            0-999                      0          10-20 
## 3824  100,000-124,999                    1-99          5-10 
## 3825    20,000-24,999              1000-9,999           1-2 
## 3826    15,000-19,999              1000-9,999           1-2 
## 3827  150,000-199,999                    1-99           20+ 
## 3828    30,000-39,999                 100-999           3-5 
## 3829            0-999                      0            < 1 
## 3830             <NA>                    <NA>           1-2 
## 3831    40,000-49,999              1000-9,999           1-2 
## 3832      1,000-1,999                      0            < 1 
## 3833    50,000-59,999                    1-99           < 1 
## 3834             <NA>                    <NA>           < 1 
## 3835    60,000-69,999           10,000-99,999           1-2 
## 3836             <NA>                    <NA>           < 1 
## 3837      5,000-7,499                      0            1-2 
## 3838    50,000-59,999                      0          10-20 
## 3839    25,000-29,999                      0            3-5 
## 3840    70,000-79,999                      0            < 1 
## 3841      2,000-2,999                      0           5-10 
## 3842    30,000-39,999              1000-9,999           3-5 
## 3843             <NA>                    <NA>           < 1 
## 3844    90,000-99,999              1000-9,999          5-10 
## 3845      4,000-4,999              1000-9,999           1-2 
## 3846             <NA>                    <NA>           < 1 
## 3847    40,000-49,999                      0            3-5 
## 3848    40,000-49,999                      0            1-2 
## 3849      1,000-1,999                    1-99           1-2 
## 3850             <NA>                    <NA>           < 1 
## 3851    30,000-39,999                    1-99           1-2 
## 3852    50,000-59,999           10,000-99,999          5-10 
## 3853            0-999                    1-99           < 1 
## 3854    20,000-24,999              1000-9,999          5-10 
## 3855             <NA>                    <NA>           1-2 
## 3856    10,000-14,999           10,000-99,999           3-5 
## 3857    70,000-79,999                 100-999          5-10 
## 3858      2,000-2,999                 100-999           1-2 
## 3859    10,000-14,999                      0            1-2 
## 3860    60,000-69,999           10,000-99,999           3-5 
## 3861      5,000-7,499              1000-9,999           None
## 3862    15,000-19,999              1000-9,999           1-2 
## 3863             <NA>                    <NA>           < 1 
## 3864            0-999                 100-999           3-5 
## 3865    80,000-89,999                 100-999           1-2 
## 3866    80,000-89,999              1000-9,999           3-5 
## 3867    60,000-69,999                      0            3-5 
## 3868      7,500-9,999                 100-999           1-2 
## 3869             <NA>                    <NA>           1-2 
## 3870    70,000-79,999              1000-9,999           3-5 
## 3871             <NA>                    <NA>           < 1 
## 3872             <NA>                    <NA>           < 1 
## 3873    30,000-39,999                 100-999           1-2 
## 3874    40,000-49,999              1000-9,999          5-10 
## 3875      5,000-7,499                      0           5-10 
## 3876    80,000-89,999              > 100,000            3-5 
## 3877             <NA>                    <NA>           1-2 
## 3878    30,000-39,999           10,000-99,999           3-5 
## 3879             <NA>                    <NA>           < 1 
## 3880             <NA>                    <NA>           1-2 
## 3881      7,500-9,999                    1-99           1-2 
## 3882    70,000-79,999              > 100,000          10-20 
## 3883             <NA>                    <NA>           1-2 
## 3884    50,000-59,999              1000-9,999           3-5 
## 3885    25,000-29,999              1000-9,999           3-5 
## 3886    15,000-19,999                      0           5-10 
## 3887             <NA>                    <NA>           < 1 
## 3888    25,000-29,999                      0            < 1 
## 3889    50,000-59,999              1000-9,999           3-5 
## 3890             <NA>                    <NA>           < 1 
## 3891  100,000-124,999           10,000-99,999           20+ 
## 3892    60,000-69,999           10,000-99,999           3-5 
## 3893      5,000-7,499                 100-999           None
## 3894    60,000-69,999                      0           5-10 
## 3895             <NA>                    <NA>          5-10 
## 3896      7,500-9,999                      0            None
## 3897    50,000-59,999                      0           5-10 
## 3898             <NA>                    <NA>           < 1 
## 3899    50,000-59,999           10,000-99,999           3-5 
## 3900    25,000-29,999              1000-9,999         10-20 
## 3901      3,000-3,999              1000-9,999          5-10 
## 3902             <NA>                    <NA>           1-2 
## 3903             <NA>                    <NA>           1-2 
## 3904    50,000-59,999              1000-9,999           3-5 
## 3905    20,000-24,999                 100-999           1-2 
## 3906             <NA>                    <NA>           3-5 
## 3907    30,000-39,999           10,000-99,999           3-5 
## 3908    40,000-49,999              > 100,000          10-20 
## 3909    30,000-39,999                      0           5-10 
## 3910            0-999                    1-99           None
## 3911            0-999                 100-999           1-2 
## 3912      7,500-9,999                 100-999           1-2 
## 3913    25,000-29,999                      0            3-5 
## 3914      5,000-7,499                 100-999           1-2 
## 3915    30,000-39,999              > 100,000            1-2 
## 3916  125,000-149,999           10,000-99,999          5-10 
## 3917    60,000-69,999                      0           5-10 
## 3918        > 500,000                      0            None
## 3919  100,000-124,999           10,000-99,999         10-20 
## 3920      1,000-1,999                 100-999           1-2 
## 3921    40,000-49,999           10,000-99,999           20+ 
## 3922      3,000-3,999                      0           5-10 
## 3923      4,000-4,999                      0            < 1 
## 3924    70,000-79,999                      0            None
## 3925    25,000-29,999              1000-9,999           3-5 
## 3926            0-999                      0            None
## 3927            0-999                      0            < 1 
## 3928    30,000-39,999                      0            1-2 
## 3929    50,000-59,999                      0            1-2 
## 3930    50,000-59,999                      0            1-2 
## 3931    15,000-19,999           10,000-99,999           3-5 
## 3932    60,000-69,999                 100-999           3-5 
## 3933    10,000-14,999           10,000-99,999           3-5 
## 3934      2,000-2,999                 100-999           1-2 
## 3935            0-999                    1-99           3-5 
## 3936      3,000-3,999                      0            1-2 
## 3937             <NA>                    <NA>           < 1 
## 3938    10,000-14,999              > 100,000            1-2 
## 3939    80,000-89,999                      0            1-2 
## 3940      5,000-7,499                 100-999           < 1 
## 3941    70,000-79,999           10,000-99,999           20+ 
## 3942      7,500-9,999                      0            3-5 
## 3943             <NA>                    <NA>           < 1 
## 3944    40,000-49,999                 100-999           3-5 
## 3945    40,000-49,999              1000-9,999           3-5 
## 3946      4,000-4,999                      0            < 1 
## 3947      4,000-4,999                      0            3-5 
## 3948    40,000-49,999           10,000-99,999           3-5 
## 3949    15,000-19,999                      0            3-5 
## 3950             <NA>                    <NA>           < 1 
## 3951             <NA>                    <NA>           < 1 
## 3952    15,000-19,999                 100-999           1-2 
## 3953      4,000-4,999                      0            3-5 
## 3954      4,000-4,999                      0           5-10 
## 3955             <NA>                    <NA>           3-5 
## 3956            0-999                      0            3-5 
## 3957    40,000-49,999                 100-999           1-2 
## 3958             <NA>                    <NA>           None
## 3959    40,000-49,999                    1-99           1-2 
## 3960    80,000-89,999                      0            20+ 
## 3961            0-999                      0            1-2 
## 3962    90,000-99,999              > 100,000            3-5 
## 3963  125,000-149,999                      0           5-10 
## 3964             <NA>                    <NA>           < 1 
## 3965      1,000-1,999           10,000-99,999           1-2 
## 3966    30,000-39,999                      0           5-10 
## 3967    70,000-79,999                 100-999         10-20 
## 3968             <NA>                    <NA>           1-2 
## 3969            0-999                      0            3-5 
## 3970      1,000-1,999                 100-999           1-2 
## 3971    60,000-69,999              1000-9,999           < 1 
## 3972  150,000-199,999                 100-999           20+ 
## 3973    30,000-39,999                      0            20+ 
## 3974    25,000-29,999                 100-999           1-2 
## 3975    60,000-69,999                      0            1-2 
## 3976      4,000-4,999              1000-9,999          5-10 
## 3977    30,000-39,999                    1-99           < 1 
## 3978            0-999                 100-999          5-10 
## 3979      1,000-1,999                 100-999           1-2 
## 3980    50,000-59,999                      0            None
## 3981            0-999                 100-999           < 1 
## 3982    90,000-99,999                      0           5-10 
## 3983            0-999                      0            < 1 
## 3984             <NA>                    <NA>           None
## 3985    60,000-69,999                 100-999           3-5 
## 3986             <NA>                    <NA>           3-5 
## 3987    40,000-49,999              > 100,000           5-10 
## 3988             <NA>                    <NA>           < 1 
## 3989      3,000-3,999                      0            < 1 
## 3990    50,000-59,999              1000-9,999          5-10 
## 3991    40,000-49,999              > 100,000           5-10 
## 3992    80,000-89,999              1000-9,999           < 1 
## 3993    30,000-39,999              1000-9,999           3-5 
## 3994    60,000-69,999                      0            1-2 
## 3995    60,000-69,999           10,000-99,999          5-10 
## 3996      3,000-3,999                      0            1-2 
## 3997             <NA>                    <NA>           1-2 
## 3998    10,000-14,999           10,000-99,999         10-20 
## 3999    40,000-49,999                      0            1-2 
## 4000    30,000-39,999                      0           5-10 
## 4001      1,000-1,999                 100-999           3-5 
## 4002      5,000-7,499                      0            < 1 
## 4003      1,000-1,999                 100-999           < 1 
## 4004    30,000-39,999              1000-9,999         10-20 
## 4005    90,000-99,999              1000-9,999         10-20 
## 4006    30,000-39,999           10,000-99,999           3-5 
## 4007      4,000-4,999                    1-99           1-2 
## 4008    15,000-19,999                 100-999           3-5 
## 4009      3,000-3,999                      0            1-2 
## 4010             <NA>                    <NA>           None
## 4011             <NA>                    <NA>           < 1 
## 4012             <NA>                    <NA>           < 1 
## 4013             <NA>                    <NA>           3-5 
## 4014            0-999                    1-99           1-2 
## 4015    70,000-79,999           10,000-99,999           3-5 
## 4016            0-999                    1-99           3-5 
## 4017  200,000-249,999                      0          10-20 
## 4018      1,000-1,999                      0            < 1 
## 4019             <NA>                    <NA>         10-20 
## 4020    30,000-39,999           10,000-99,999          5-10 
## 4021    50,000-59,999              1000-9,999           20+ 
## 4022    50,000-59,999              1000-9,999           3-5 
## 4023    15,000-19,999                      0            < 1 
## 4024    25,000-29,999                    1-99           1-2 
## 4025    30,000-39,999                 100-999           3-5 
## 4026    70,000-79,999                 100-999           3-5 
## 4027    90,000-99,999              > 100,000           5-10 
## 4028      2,000-2,999                 100-999           None
## 4029    30,000-39,999              1000-9,999           3-5 
## 4030    30,000-39,999                      0            1-2 
## 4031      4,000-4,999                 100-999           3-5 
## 4032      7,500-9,999           10,000-99,999           3-5 
## 4033      7,500-9,999                 100-999           None
## 4034    15,000-19,999                      0            < 1 
## 4035    50,000-59,999                 100-999           3-5 
## 4036    40,000-49,999                      0           5-10 
## 4037      1,000-1,999                 100-999           1-2 
## 4038             <NA>                    <NA>           1-2 
## 4039    25,000-29,999                 100-999           20+ 
## 4040            0-999                    1-99           1-2 
## 4041    30,000-39,999              > 100,000           5-10 
## 4042    70,000-79,999              > 100,000            20+ 
## 4043    60,000-69,999              1000-9,999          5-10 
## 4044             <NA>                    <NA>           1-2 
## 4045             <NA>                    <NA>           20+ 
## 4046    10,000-14,999                    1-99           < 1 
## 4047    60,000-69,999              1000-9,999          5-10 
## 4048             <NA>                    <NA>           1-2 
## 4049             <NA>                    <NA>           3-5 
## 4050            0-999                    1-99           1-2 
## 4051    25,000-29,999           10,000-99,999          5-10 
## 4052      5,000-7,499                 100-999           < 1 
## 4053      1,000-1,999                    1-99          5-10 
## 4054    20,000-24,999                 100-999           1-2 
## 4055    40,000-49,999                 100-999           1-2 
## 4056            0-999                      0            3-5 
## 4057      7,500-9,999              > 100,000            < 1 
## 4058    70,000-79,999                      0          10-20 
## 4059      7,500-9,999                      0            < 1 
## 4060    40,000-49,999                 100-999           3-5 
## 4061  125,000-149,999              1000-9,999         10-20 
## 4062      5,000-7,499                 100-999           1-2 
## 4063    10,000-14,999              1000-9,999           1-2 
## 4064    30,000-39,999                      0            20+ 
## 4065             <NA>                    <NA>           1-2 
## 4066            0-999              1000-9,999           None
## 4067    40,000-49,999              1000-9,999           3-5 
## 4068            0-999                      0            1-2 
## 4069    25,000-29,999                      0           5-10 
## 4070    10,000-14,999                    1-99          5-10 
## 4071             <NA>                    <NA>           None
## 4072    50,000-59,999              > 100,000           5-10 
## 4073      2,000-2,999                      0            1-2 
## 4074      5,000-7,499                 100-999           3-5 
## 4075             <NA>                    <NA>           < 1 
## 4076            0-999                      0            1-2 
## 4077      7,500-9,999                      0            3-5 
## 4078    40,000-49,999                      0           5-10 
## 4079    10,000-14,999                      0            3-5 
## 4080    60,000-69,999                      0            3-5 
## 4081            0-999                      0            < 1 
## 4082             <NA>                    <NA>           < 1 
## 4083             <NA>                    <NA>          5-10 
## 4084    10,000-14,999                      0            1-2 
## 4085    10,000-14,999              1000-9,999          5-10 
## 4086            0-999                 100-999           < 1 
## 4087    30,000-39,999           10,000-99,999          5-10 
## 4088    50,000-59,999                    1-99           1-2 
## 4089      1,000-1,999                    1-99           3-5 
## 4090      4,000-4,999                    1-99          5-10 
## 4091      1,000-1,999           10,000-99,999           1-2 
## 4092    70,000-79,999                      0            3-5 
## 4093             <NA>                    <NA>           < 1 
## 4094    30,000-39,999                      0            3-5 
## 4095             <NA>                    <NA>           < 1 
## 4096      4,000-4,999                      0            < 1 
## 4097             <NA>                    <NA>           3-5 
## 4098    40,000-49,999                 100-999           3-5 
## 4099    30,000-39,999                    1-99           1-2 
## 4100    50,000-59,999                 100-999           1-2 
## 4101    40,000-49,999              > 100,000           5-10 
## 4102             <NA>                    <NA>          5-10 
## 4103            0-999                      0            None
## 4104    25,000-29,999              1000-9,999           3-5 
## 4105             <NA>                    <NA>           1-2 
## 4106             <NA>                    <NA>           1-2 
## 4107            0-999                      0            3-5 
## 4108            0-999                      0            < 1 
## 4109             <NA>                    <NA>           < 1 
## 4110    30,000-39,999                      0           5-10 
## 4111    25,000-29,999                      0            1-2 
## 4112      7,500-9,999                 100-999           < 1 
## 4113      2,000-2,999                 100-999           1-2 
## 4114    70,000-79,999                    1-99           3-5 
## 4115  200,000-249,999           10,000-99,999           20+ 
## 4116            0-999                      0            1-2 
## 4117    10,000-14,999           10,000-99,999           3-5 
## 4118    10,000-14,999              1000-9,999           3-5 
## 4119    10,000-14,999                      0            1-2 
## 4120      2,000-2,999                      0            3-5 
## 4121    10,000-14,999              1000-9,999           1-2 
## 4122    15,000-19,999                    1-99           3-5 
## 4123    50,000-59,999                 100-999           1-2 
## 4124    30,000-39,999                      0            3-5 
## 4125             <NA>                    <NA>           1-2 
## 4126    25,000-29,999                 100-999          5-10 
## 4127      5,000-7,499                      0            < 1 
## 4128            0-999                      0            1-2 
## 4129    30,000-39,999                      0           5-10 
## 4130             <NA>                    <NA>           < 1 
## 4131             <NA>                    <NA>           3-5 
## 4132             <NA>                    <NA>           < 1 
## 4133             <NA>                    <NA>           1-2 
## 4134    40,000-49,999              1000-9,999           20+ 
## 4135      7,500-9,999                      0            1-2 
## 4136            0-999                      0            None
## 4137             <NA>                    <NA>           < 1 
## 4138    10,000-14,999                 100-999           3-5 
## 4139            0-999                    1-99           1-2 
## 4140    50,000-59,999                      0           5-10 
## 4141             <NA>                    <NA>           None
## 4142             <NA>                    <NA>           < 1 
## 4143    60,000-69,999           10,000-99,999           3-5 
## 4144             <NA>                    <NA>           1-2 
## 4145             <NA>                    <NA>           1-2 
## 4146      7,500-9,999           10,000-99,999           < 1 
## 4147    10,000-14,999                    1-99           3-5 
## 4148    15,000-19,999                      0            None
## 4149             <NA>                    <NA>          5-10 
## 4150             <NA>                    <NA>           < 1 
## 4151             <NA>                    <NA>           3-5 
## 4152             <NA>                    <NA>           < 1 
## 4153            0-999                      0            < 1 
## 4154             <NA>                    <NA>           3-5 
## 4155      2,000-2,999              1000-9,999           1-2 
## 4156    80,000-89,999                 100-999           20+ 
## 4157             <NA>                    <NA>           None
## 4158    80,000-89,999                 100-999         10-20 
## 4159             <NA>                    <NA>           3-5 
## 4160    10,000-14,999              1000-9,999          5-10 
## 4161             <NA>                    <NA>           < 1 
## 4162      7,500-9,999                      0            < 1 
## 4163             <NA>                    <NA>          5-10 
## 4164  125,000-149,999                      0            3-5 
## 4165      7,500-9,999                      0            1-2 
## 4166    30,000-39,999                      0            1-2 
## 4167      2,000-2,999                      0            1-2 
## 4168    30,000-39,999              1000-9,999           3-5 
## 4169             <NA>                    <NA>           1-2 
## 4170    10,000-14,999                    1-99           1-2 
## 4171    20,000-24,999                      0          10-20 
## 4172      5,000-7,499                      0            1-2 
## 4173    10,000-14,999                 100-999           3-5 
## 4174            0-999                      0            < 1 
## 4175    20,000-24,999           10,000-99,999         10-20 
## 4176    25,000-29,999                 100-999           3-5 
## 4177    50,000-59,999              > 100,000           5-10 
## 4178             <NA>                    <NA>           None
## 4179  150,000-199,999           10,000-99,999           < 1 
## 4180            0-999                 100-999           < 1 
## 4181  250,000-299,999              1000-9,999          5-10 
## 4182      2,000-2,999                      0            1-2 
## 4183    30,000-39,999                      0            3-5 
## 4184             <NA>                    <NA>           < 1 
## 4185      4,000-4,999              1000-9,999           None
## 4186    30,000-39,999                 100-999          5-10 
## 4187      7,500-9,999                 100-999           1-2 
## 4188             <NA>                    <NA>           3-5 
## 4189    30,000-39,999                      0           5-10 
## 4190    50,000-59,999                 100-999          5-10 
## 4191    15,000-19,999                    1-99           1-2 
## 4192            0-999                      0            < 1 
## 4193    10,000-14,999                      0            1-2 
## 4194    30,000-39,999                      0           5-10 
## 4195    40,000-49,999                 100-999           3-5 
## 4196    70,000-79,999                      0           5-10 
## 4197    40,000-49,999                      0            < 1 
## 4198            0-999                 100-999           1-2 
## 4199    70,000-79,999              1000-9,999          5-10 
## 4200             <NA>                    <NA>           1-2 
## 4201    90,000-99,999              > 100,000           5-10 
## 4202    15,000-19,999                      0           5-10 
## 4203             <NA>                    <NA>           < 1 
## 4204             <NA>                    <NA>           < 1 
## 4205    60,000-69,999                      0            3-5 
## 4206             <NA>                    <NA>           None
## 4207             <NA>                    <NA>           1-2 
## 4208  125,000-149,999              1000-9,999          5-10 
## 4209  125,000-149,999                 100-999         10-20 
## 4210      7,500-9,999           10,000-99,999           1-2 
## 4211      5,000-7,499                    1-99           < 1 
## 4212    30,000-39,999                 100-999           3-5 
## 4213    50,000-59,999              1000-9,999           20+ 
## 4214    80,000-89,999              1000-9,999          5-10 
## 4215      1,000-1,999                      0            3-5 
## 4216    90,000-99,999                      0            1-2 
## 4217             <NA>                    <NA>           < 1 
## 4218    50,000-59,999                    1-99           1-2 
## 4219    50,000-59,999              1000-9,999           1-2 
## 4220      7,500-9,999              1000-9,999           None
## 4221    15,000-19,999                      0            1-2 
## 4222            0-999                      0            3-5 
## 4223  100,000-124,999                 100-999           1-2 
## 4224      2,000-2,999                 100-999           < 1 
## 4225    20,000-24,999                      0          10-20 
## 4226    15,000-19,999                 100-999           1-2 
## 4227             <NA>                    <NA>           1-2 
## 4228             <NA>                    <NA>           < 1 
## 4229      5,000-7,499                      0            None
## 4230      3,000-3,999                      0            None
## 4231    60,000-69,999              1000-9,999           3-5 
## 4232    90,000-99,999           10,000-99,999           3-5 
## 4233    40,000-49,999                 100-999           3-5 
## 4234             <NA>                    <NA>           < 1 
## 4235  200,000-249,999              > 100,000            20+ 
## 4236    15,000-19,999              1000-9,999           1-2 
## 4237      1,000-1,999                    1-99           None
## 4238             <NA>                    <NA>           20+ 
## 4239             <NA>                    <NA>           < 1 
## 4240    50,000-59,999                 100-999          5-10 
## 4241    60,000-69,999           10,000-99,999           < 1 
## 4242             <NA>                    <NA>           1-2 
## 4243  150,000-199,999              1000-9,999         10-20 
## 4244      4,000-4,999                 100-999           3-5 
## 4245    60,000-69,999              > 100,000          10-20 
## 4246    70,000-79,999                      0            1-2 
## 4247      3,000-3,999                 100-999           1-2 
## 4248            0-999                      0            None
## 4249    60,000-69,999                    1-99          5-10 
## 4250             <NA>                    <NA>           None
## 4251    50,000-59,999                 100-999          5-10 
## 4252    30,000-39,999                 100-999           3-5 
## 4253    60,000-69,999              > 100,000            3-5 
## 4254      1,000-1,999                    1-99           1-2 
## 4255             <NA>                    <NA>           1-2 
## 4256            0-999                      0            1-2 
## 4257    10,000-14,999              > 100,000            < 1 
## 4258      1,000-1,999                      0            < 1 
## 4259      5,000-7,499              1000-9,999           None
## 4260    15,000-19,999                 100-999           1-2 
## 4261    50,000-59,999              1000-9,999         10-20 
## 4262    30,000-39,999                      0            3-5 
## 4263             <NA>                    <NA>           20+ 
## 4264      5,000-7,499              > 100,000            < 1 
## 4265  100,000-124,999                 100-999           1-2 
## 4266    40,000-49,999                      0            1-2 
## 4267            0-999                    1-99           3-5 
## 4268      7,500-9,999                      0            < 1 
## 4269             <NA>                    <NA>           < 1 
## 4270    30,000-39,999                      0           5-10 
## 4271        > 500,000              > 100,000            20+ 
## 4272            0-999                    1-99           3-5 
## 4273             <NA>                    <NA>           3-5 
## 4274             <NA>                    <NA>           1-2 
## 4275             <NA>                    <NA>         10-20 
## 4276             <NA>                    <NA>           < 1 
## 4277            0-999                      0            1-2 
## 4278             <NA>                    <NA>           < 1 
## 4279             <NA>                    <NA>           < 1 
## 4280            0-999                      0           5-10 
## 4281             <NA>                    <NA>           < 1 
## 4282      7,500-9,999                    1-99           1-2 
## 4283    50,000-59,999           10,000-99,999         10-20 
## 4284    90,000-99,999                      0            None
## 4285    70,000-79,999              1000-9,999         10-20 
## 4286      1,000-1,999                    1-99           < 1 
## 4287    40,000-49,999                      0          10-20 
## 4288  125,000-149,999                      0            1-2 
## 4289    20,000-24,999                      0           5-10 
## 4290      4,000-4,999                      0            1-2 
## 4291    20,000-24,999                      0            < 1 
## 4292      1,000-1,999                    1-99           1-2 
## 4293    90,000-99,999              1000-9,999           3-5 
## 4294      4,000-4,999                      0            < 1 
## 4295             <NA>                    <NA>           < 1 
## 4296             <NA>                    <NA>           1-2 
## 4297    10,000-14,999                 100-999           < 1 
## 4298    40,000-49,999              > 100,000            3-5 
## 4299    70,000-79,999           10,000-99,999         10-20 
## 4300    25,000-29,999                 100-999          5-10 
## 4301    30,000-39,999              1000-9,999         10-20 
## 4302             <NA>                    <NA>           < 1 
## 4303             <NA>                    <NA>           1-2 
## 4304    15,000-19,999                 100-999           3-5 
## 4305            0-999                 100-999           1-2 
## 4306      2,000-2,999                 100-999           1-2 
## 4307  150,000-199,999                      0            None
## 4308    25,000-29,999           10,000-99,999           3-5 
## 4309    20,000-24,999              1000-9,999          5-10 
## 4310             <NA>                    <NA>           < 1 
## 4311             <NA>                    <NA>           20+ 
## 4312    30,000-39,999              1000-9,999           < 1 
## 4313    30,000-39,999                      0           5-10 
## 4314      3,000-3,999                      0            3-5 
## 4315             <NA>                    <NA>           1-2 
## 4316      7,500-9,999                    1-99           < 1 
## 4317             <NA>                    <NA>           < 1 
## 4318  125,000-149,999                      0            3-5 
## 4319    15,000-19,999           10,000-99,999           1-2 
## 4320    40,000-49,999                      0           5-10 
## 4321    10,000-14,999                 100-999           None
## 4322    40,000-49,999                      0            < 1 
## 4323      7,500-9,999                      0            < 1 
## 4324  125,000-149,999           10,000-99,999           20+ 
## 4325    70,000-79,999                 100-999          5-10 
## 4326    20,000-24,999                      0            < 1 
## 4327    20,000-24,999                      0            1-2 
## 4328  150,000-199,999           10,000-99,999          5-10 
## 4329      1,000-1,999                      0            < 1 
## 4330      4,000-4,999                      0           5-10 
## 4331      5,000-7,499                      0            1-2 
## 4332    40,000-49,999                      0            3-5 
## 4333            0-999                 100-999           1-2 
## 4334             <NA>                    <NA>           3-5 
## 4335      3,000-3,999                      0            1-2 
## 4336    40,000-49,999                      0            None
## 4337    40,000-49,999           10,000-99,999           1-2 
## 4338    50,000-59,999                      0            3-5 
## 4339    10,000-14,999                 100-999           3-5 
## 4340    30,000-39,999                      0          10-20 
## 4341    40,000-49,999                      0            3-5 
## 4342    10,000-14,999                    1-99           1-2 
## 4343    40,000-49,999                      0           5-10 
## 4344      5,000-7,499                      0            < 1 
## 4345             <NA>                    <NA>           1-2 
## 4346  100,000-124,999              1000-9,999           20+ 
## 4347    70,000-79,999              1000-9,999         10-20 
## 4348      1,000-1,999                      0            3-5 
## 4349  100,000-124,999           10,000-99,999           20+ 
## 4350    80,000-89,999              > 100,000            3-5 
## 4351      5,000-7,499              1000-9,999           3-5 
## 4352      4,000-4,999                 100-999           < 1 
## 4353             <NA>                    <NA>           1-2 
## 4354            0-999                      0            1-2 
## 4355    90,000-99,999              1000-9,999          5-10 
## 4356    40,000-49,999           10,000-99,999           3-5 
## 4357            0-999                      0            1-2 
## 4358            0-999                 100-999           1-2 
## 4359    80,000-89,999                      0            3-5 
## 4360    60,000-69,999                    1-99           3-5 
## 4361  100,000-124,999                      0            3-5 
## 4362    60,000-69,999                      0          10-20 
## 4363    50,000-59,999              1000-9,999         10-20 
## 4364      3,000-3,999                    1-99           1-2 
## 4365    25,000-29,999                      0            < 1 
## 4366             <NA>                    <NA>           1-2 
## 4367    15,000-19,999                 100-999           1-2 
## 4368             <NA>                    <NA>           1-2 
## 4369    20,000-24,999                      0            None
## 4370    10,000-14,999                      0            1-2 
## 4371      1,000-1,999                 100-999           None
## 4372  125,000-149,999              > 100,000          10-20 
## 4373  125,000-149,999           10,000-99,999          5-10 
## 4374            0-999                      0            3-5 
## 4375  150,000-199,999              > 100,000          10-20 
## 4376    10,000-14,999                      0            None
## 4377      7,500-9,999                 100-999          5-10 
## 4378  250,000-299,999              > 100,000            20+ 
## 4379    10,000-14,999                      0            None
## 4380    30,000-39,999                      0            3-5 
## 4381            0-999                      0           5-10 
## 4382      5,000-7,499              1000-9,999           < 1 
## 4383  100,000-124,999           10,000-99,999           3-5 
## 4384             <NA>                    <NA>           1-2 
## 4385    25,000-29,999              > 100,000            3-5 
## 4386      3,000-3,999                      0            < 1 
## 4387      3,000-3,999                      0            1-2 
## 4388      4,000-4,999                 100-999           1-2 
## 4389             <NA>                    <NA>           1-2 
## 4390            0-999           10,000-99,999           < 1 
## 4391             <NA>                    <NA>           3-5 
## 4392            0-999                      0            < 1 
## 4393             <NA>                    <NA>           < 1 
## 4394            0-999                    1-99           < 1 
## 4395    25,000-29,999                    1-99           1-2 
## 4396             <NA>                    <NA>           < 1 
## 4397    30,000-39,999                      0            1-2 
## 4398             <NA>                    <NA>           < 1 
## 4399    30,000-39,999              1000-9,999           3-5 
## 4400             <NA>                    <NA>           None
## 4401             <NA>                    <NA>           3-5 
## 4402    40,000-49,999              > 100,000            3-5 
## 4403             <NA>                    <NA>           None
## 4404    25,000-29,999                 100-999           1-2 
## 4405      2,000-2,999                 100-999           1-2 
## 4406            0-999           10,000-99,999           1-2 
## 4407    15,000-19,999           10,000-99,999           3-5 
## 4408            0-999                    1-99           < 1 
## 4409             <NA>                    <NA>           3-5 
## 4410             <NA>                    <NA>           < 1 
## 4411    15,000-19,999                      0            1-2 
## 4412      5,000-7,499                    1-99           1-2 
## 4413    40,000-49,999              1000-9,999           3-5 
## 4414            0-999                 100-999           < 1 
## 4415             <NA>                    <NA>           < 1 
## 4416    30,000-39,999                      0            1-2 
## 4417      7,500-9,999                 100-999           1-2 
## 4418      5,000-7,499                    1-99           1-2 
## 4419    10,000-14,999                      0            < 1 
## 4420             <NA>                    <NA>           < 1 
## 4421  100,000-124,999           10,000-99,999           3-5 
## 4422    60,000-69,999                      0            1-2 
## 4423  100,000-124,999                 100-999           3-5 
## 4424             <NA>                    <NA>           < 1 
## 4425    25,000-29,999                 100-999           1-2 
## 4426             <NA>                    <NA>           3-5 
## 4427             <NA>                    <NA>           <NA>
## 4428    40,000-49,999                 100-999         10-20 
## 4429    50,000-59,999                      0            1-2 
## 4430  100,000-124,999                    1-99         10-20 
## 4431      1,000-1,999                    1-99           < 1 
## 4432             <NA>                    <NA>           3-5 
## 4433             <NA>                    <NA>           < 1 
## 4434  125,000-149,999                      0            3-5 
## 4435             <NA>                    <NA>           1-2 
## 4436            0-999                      0            1-2 
## 4437      5,000-7,499                      0            1-2 
## 4438      1,000-1,999                 100-999           < 1 
## 4439    10,000-14,999              > 100,000            3-5 
## 4440  100,000-124,999                      0            3-5 
## 4441      1,000-1,999                 100-999          5-10 
## 4442             <NA>                    <NA>           < 1 
## 4443  100,000-124,999              > 100,000            < 1 
## 4444             <NA>                    <NA>           < 1 
## 4445    80,000-89,999                 100-999          5-10 
## 4446  100,000-124,999              > 100,000           5-10 
## 4447    40,000-49,999                      0            1-2 
## 4448            0-999                      0            < 1 
## 4449             <NA>                    <NA>           < 1 
## 4450    30,000-39,999                 100-999           1-2 
## 4451    10,000-14,999                      0            3-5 
## 4452  100,000-124,999           10,000-99,999          5-10 
## 4453            0-999                      0            < 1 
## 4454            0-999                      0            < 1 
## 4455  100,000-124,999              > 100,000          10-20 
## 4456  100,000-124,999              1000-9,999          5-10 
## 4457    20,000-24,999                 100-999           3-5 
## 4458    40,000-49,999           10,000-99,999           3-5 
## 4459            0-999                 100-999           < 1 
## 4460    25,000-29,999                      0            < 1 
## 4461      7,500-9,999                 100-999           < 1 
## 4462    10,000-14,999                      0           5-10 
## 4463  125,000-149,999                      0            1-2 
## 4464      7,500-9,999                      0            None
## 4465    10,000-14,999              > 100,000            1-2 
## 4466            0-999                      0            1-2 
## 4467      1,000-1,999                 100-999          5-10 
## 4468             <NA>                    <NA>           1-2 
## 4469            0-999                 100-999           3-5 
## 4470  250,000-299,999                      0            None
## 4471      4,000-4,999                 100-999           3-5 
## 4472  125,000-149,999                 100-999          5-10 
## 4473             <NA>                    <NA>           < 1 
## 4474    90,000-99,999              1000-9,999           20+ 
## 4475             <NA>                    <NA>           < 1 
## 4476    60,000-69,999                 100-999           1-2 
## 4477    80,000-89,999                      0            3-5 
## 4478    80,000-89,999              1000-9,999           3-5 
## 4479    10,000-14,999                      0            1-2 
## 4480    30,000-39,999              > 100,000            3-5 
## 4481    20,000-24,999           10,000-99,999           3-5 
## 4482    40,000-49,999                      0          10-20 
## 4483    70,000-79,999              1000-9,999           20+ 
## 4484  100,000-124,999                 100-999           1-2 
## 4485    40,000-49,999                 100-999           None
## 4486    10,000-14,999                      0            1-2 
## 4487             <NA>                    <NA>           1-2 
## 4488    25,000-29,999              1000-9,999          5-10 
## 4489    10,000-14,999                      0            < 1 
## 4490    40,000-49,999           10,000-99,999           1-2 
## 4491      7,500-9,999                 100-999           < 1 
## 4492             <NA>                    <NA>           3-5 
## 4493    20,000-24,999                      0            None
## 4494    30,000-39,999              1000-9,999           1-2 
## 4495      1,000-1,999                 100-999           < 1 
## 4496             <NA>                    <NA>           < 1 
## 4497  100,000-124,999              1000-9,999           1-2 
## 4498             <NA>                    <NA>           1-2 
## 4499            0-999              1000-9,999           3-5 
## 4500  150,000-199,999                      0            3-5 
## 4501    20,000-24,999                 100-999           3-5 
## 4502    40,000-49,999                 100-999           3-5 
## 4503    20,000-24,999           10,000-99,999           1-2 
## 4504    10,000-14,999              1000-9,999           None
## 4505             <NA>                    <NA>           < 1 
## 4506    30,000-39,999                 100-999          5-10 
## 4507      1,000-1,999                      0            None
## 4508  100,000-124,999                      0          10-20 
## 4509    70,000-79,999                 100-999          5-10 
## 4510             <NA>                    <NA>           1-2 
## 4511             <NA>                    <NA>           1-2 
## 4512    15,000-19,999              > 100,000            3-5 
## 4513    30,000-39,999                 100-999           < 1 
## 4514             <NA>                    <NA>           < 1 
## 4515      5,000-7,499                 100-999           < 1 
## 4516  100,000-124,999              1000-9,999           3-5 
## 4517      2,000-2,999                      0            3-5 
## 4518  100,000-124,999                      0            < 1 
## 4519    50,000-59,999              1000-9,999           20+ 
## 4520    30,000-39,999                      0            3-5 
## 4521    10,000-14,999                 100-999           1-2 
## 4522    10,000-14,999              1000-9,999          5-10 
## 4523             <NA>                    <NA>           1-2 
## 4524    15,000-19,999                      0            3-5 
## 4525    30,000-39,999                      0            1-2 
## 4526    90,000-99,999                 100-999           3-5 
## 4527  200,000-249,999              > 100,000            20+ 
## 4528      3,000-3,999                    1-99           3-5 
## 4529    10,000-14,999                    1-99           < 1 
## 4530    40,000-49,999                 100-999           3-5 
## 4531      4,000-4,999              1000-9,999          5-10 
## 4532    90,000-99,999                      0           5-10 
## 4533    10,000-14,999                      0            3-5 
## 4534      2,000-2,999           10,000-99,999           3-5 
## 4535             <NA>                    <NA>           1-2 
## 4536    50,000-59,999                      0          10-20 
## 4537    40,000-49,999                      0            3-5 
## 4538    90,000-99,999           10,000-99,999           3-5 
## 4539  150,000-199,999              > 100,000            20+ 
## 4540      5,000-7,499                 100-999           None
## 4541      1,000-1,999                 100-999           1-2 
## 4542    40,000-49,999                 100-999           3-5 
## 4543      7,500-9,999              1000-9,999           1-2 
## 4544             <NA>                    <NA>           < 1 
## 4545    70,000-79,999           10,000-99,999         10-20 
## 4546    80,000-89,999           10,000-99,999           3-5 
## 4547    30,000-39,999                      0            20+ 
## 4548    30,000-39,999                    1-99         10-20 
## 4549    60,000-69,999                 100-999           < 1 
## 4550             <NA>                    <NA>           1-2 
## 4551    20,000-24,999              1000-9,999           None
## 4552    40,000-49,999              > 100,000            1-2 
## 4553             <NA>                    <NA>           < 1 
## 4554    15,000-19,999                      0            3-5 
## 4555  125,000-149,999              1000-9,999         10-20 
## 4556    25,000-29,999           10,000-99,999          5-10 
## 4557  150,000-199,999              > 100,000          10-20 
## 4558            0-999                 100-999           < 1 
## 4559  100,000-124,999                      0           5-10 
## 4560    20,000-24,999                      0           5-10 
## 4561            0-999                    1-99           None
## 4562             <NA>                    <NA>           < 1 
## 4563    10,000-14,999                      0            3-5 
## 4564    10,000-14,999              1000-9,999           3-5 
## 4565    50,000-59,999           10,000-99,999           3-5 
## 4566    70,000-79,999                 100-999           20+ 
## 4567    60,000-69,999              1000-9,999         10-20 
## 4568             <NA>                    <NA>           1-2 
## 4569    30,000-39,999                      0            3-5 
## 4570    15,000-19,999                      0            < 1 
## 4571      1,000-1,999                      0            1-2 
## 4572      3,000-3,999           10,000-99,999           3-5 
## 4573    40,000-49,999                      0            1-2 
## 4574    10,000-14,999                      0           5-10 
## 4575            0-999                 100-999           1-2 
## 4576             <NA>                    <NA>           < 1 
## 4577    60,000-69,999              1000-9,999          5-10 
## 4578             <NA>                    <NA>           1-2 
## 4579    25,000-29,999                      0            1-2 
## 4580             <NA>                    <NA>           3-5 
## 4581    40,000-49,999                      0            1-2 
## 4582            0-999                      0            3-5 
## 4583             <NA>                    <NA>           < 1 
## 4584    20,000-24,999              1000-9,999           1-2 
## 4585    30,000-39,999              1000-9,999           3-5 
## 4586             <NA>                    <NA>           < 1 
## 4587             <NA>                    <NA>          5-10 
## 4588    30,000-39,999              1000-9,999           None
## 4589      1,000-1,999                 100-999           3-5 
## 4590            0-999                    1-99           < 1 
## 4591  300,000-500,000              1000-9,999         10-20 
## 4592             <NA>                    <NA>           < 1 
## 4593            0-999                      0            1-2 
## 4594             <NA>                    <NA>           < 1 
## 4595    30,000-39,999              1000-9,999           < 1 
## 4596    40,000-49,999           10,000-99,999          5-10 
## 4597             <NA>                    <NA>           None
## 4598             <NA>                    <NA>           < 1 
## 4599    25,000-29,999              1000-9,999           1-2 
## 4600    15,000-19,999                 100-999           3-5 
## 4601      2,000-2,999                 100-999           1-2 
## 4602             <NA>                    <NA>           < 1 
## 4603    70,000-79,999              > 100,000            1-2 
## 4604    20,000-24,999                      0           5-10 
## 4605      2,000-2,999                      0           5-10 
## 4606            0-999                 100-999           < 1 
## 4607      4,000-4,999                      0            < 1 
## 4608    10,000-14,999                 100-999           1-2 
## 4609    60,000-69,999                 100-999           3-5 
## 4610    25,000-29,999              1000-9,999           < 1 
## 4611    70,000-79,999                      0          10-20 
## 4612  125,000-149,999                      0            3-5 
## 4613    30,000-39,999                 100-999           20+ 
## 4614    50,000-59,999           10,000-99,999          5-10 
## 4615            0-999                      0          10-20 
## 4616  150,000-199,999           10,000-99,999          5-10 
## 4617            0-999                    1-99           3-5 
## 4618            0-999                 100-999           1-2 
## 4619    80,000-89,999                      0            1-2 
## 4620  125,000-149,999              1000-9,999           3-5 
## 4621    50,000-59,999                      0            3-5 
## 4622             <NA>                    <NA>           < 1 
## 4623  150,000-199,999              > 100,000          10-20 
## 4624    40,000-49,999           10,000-99,999           3-5 
## 4625    80,000-89,999              1000-9,999         10-20 
## 4626    70,000-79,999              1000-9,999           1-2 
## 4627      3,000-3,999                      0            20+ 
## 4628      1,000-1,999                      0            1-2 
## 4629             <NA>                    <NA>           < 1 
## 4630             <NA>                    <NA>           < 1 
## 4631  150,000-199,999           10,000-99,999          5-10 
## 4632  100,000-124,999                      0           5-10 
## 4633    30,000-39,999              1000-9,999           3-5 
## 4634    30,000-39,999              1000-9,999           3-5 
## 4635      7,500-9,999                    1-99           1-2 
## 4636      1,000-1,999                    1-99           1-2 
## 4637  200,000-249,999              > 100,000            None
## 4638    10,000-14,999                      0            < 1 
## 4639             <NA>                    <NA>           None
## 4640    70,000-79,999                      0            < 1 
## 4641  100,000-124,999                      0            None
## 4642      7,500-9,999                      0            1-2 
## 4643             <NA>                    <NA>           1-2 
## 4644    80,000-89,999                 100-999           1-2 
## 4645    25,000-29,999                    1-99          5-10 
## 4646  100,000-124,999           10,000-99,999         10-20 
## 4647        > 500,000                 100-999         10-20 
## 4648      1,000-1,999                    1-99         10-20 
## 4649            0-999                 100-999           < 1 
## 4650  100,000-124,999              1000-9,999           3-5 
## 4651    90,000-99,999              > 100,000           5-10 
## 4652  100,000-124,999              > 100,000          10-20 
## 4653             <NA>                    <NA>           < 1 
## 4654             <NA>                    <NA>           1-2 
## 4655    20,000-24,999              1000-9,999           3-5 
## 4656    50,000-59,999           10,000-99,999           3-5 
## 4657             <NA>                    <NA>           < 1 
## 4658    70,000-79,999                 100-999          5-10 
## 4659    50,000-59,999              > 100,000           5-10 
## 4660            0-999                      0            < 1 
## 4661    60,000-69,999                 100-999         10-20 
## 4662             <NA>                    <NA>           3-5 
## 4663    25,000-29,999                      0          10-20 
## 4664      4,000-4,999              1000-9,999           3-5 
## 4665    40,000-49,999              1000-9,999           1-2 
## 4666    25,000-29,999                      0            1-2 
## 4667             <NA>                    <NA>           < 1 
## 4668    25,000-29,999                    1-99           1-2 
## 4669             <NA>                    <NA>           1-2 
## 4670  125,000-149,999           10,000-99,999         10-20 
## 4671    40,000-49,999                    1-99          5-10 
## 4672            0-999                      0            < 1 
## 4673    15,000-19,999              1000-9,999           3-5 
## 4674  125,000-149,999              1000-9,999           3-5 
## 4675  100,000-124,999              > 100,000            3-5 
## 4676    90,000-99,999              1000-9,999          5-10 
## 4677    50,000-59,999                    1-99          5-10 
## 4678             <NA>                    <NA>           1-2 
## 4679            0-999                      0            3-5 
## 4680             <NA>                    <NA>           < 1 
## 4681             <NA>                    <NA>           < 1 
## 4682    50,000-59,999              1000-9,999           3-5 
## 4683             <NA>                    <NA>           < 1 
## 4684            0-999                      0            < 1 
## 4685    40,000-49,999              1000-9,999           3-5 
## 4686      2,000-2,999                    1-99         10-20 
## 4687    10,000-14,999                      0            3-5 
## 4688    40,000-49,999                 100-999           1-2 
## 4689             <NA>                    <NA>           < 1 
## 4690    10,000-14,999                 100-999           3-5 
## 4691      5,000-7,499           10,000-99,999           < 1 
## 4692    60,000-69,999           10,000-99,999           1-2 
## 4693    20,000-24,999           10,000-99,999          5-10 
## 4694    30,000-39,999                 100-999          5-10 
## 4695    40,000-49,999                 100-999           3-5 
## 4696    25,000-29,999                 100-999           3-5 
## 4697             <NA>                    <NA>           < 1 
## 4698  150,000-199,999              > 100,000            20+ 
## 4699      2,000-2,999              > 100,000            3-5 
## 4700             <NA>                    <NA>           None
## 4701    40,000-49,999                 100-999           1-2 
## 4702             <NA>                    <NA>           < 1 
## 4703             <NA>                    <NA>           None
## 4704  300,000-500,000                      0            20+ 
## 4705    80,000-89,999           10,000-99,999          5-10 
## 4706  125,000-149,999           10,000-99,999          5-10 
## 4707             <NA>                    <NA>           < 1 
## 4708      5,000-7,499              1000-9,999           3-5 
## 4709             <NA>                    <NA>           None
## 4710    50,000-59,999              1000-9,999          5-10 
## 4711    40,000-49,999           10,000-99,999           3-5 
## 4712             <NA>                    <NA>           < 1 
## 4713    40,000-49,999                      0           5-10 
## 4714             <NA>                    <NA>           None
## 4715             <NA>                    <NA>          5-10 
## 4716  125,000-149,999              1000-9,999         10-20 
## 4717      2,000-2,999                      0           5-10 
## 4718    80,000-89,999                      0          10-20 
## 4719    40,000-49,999              1000-9,999          5-10 
## 4720    15,000-19,999                 100-999           3-5 
## 4721            0-999                      0            < 1 
## 4722    15,000-19,999              1000-9,999           3-5 
## 4723             <NA>                    <NA>           None
## 4724  100,000-124,999           10,000-99,999           3-5 
## 4725    70,000-79,999              1000-9,999           1-2 
## 4726            0-999                    1-99           < 1 
## 4727    80,000-89,999                      0            3-5 
## 4728             <NA>                    <NA>           None
## 4729      2,000-2,999              1000-9,999         10-20 
## 4730  100,000-124,999              > 100,000          10-20 
## 4731      5,000-7,499                      0            1-2 
## 4732  150,000-199,999                      0            3-5 
## 4733    60,000-69,999                      0            3-5 
## 4734    90,000-99,999              1000-9,999           3-5 
## 4735    10,000-14,999                    1-99           3-5 
## 4736            0-999                      0            < 1 
## 4737             <NA>                    <NA>           < 1 
## 4738    60,000-69,999                    1-99           1-2 
## 4739    90,000-99,999           10,000-99,999          5-10 
## 4740    50,000-59,999              1000-9,999           3-5 
## 4741      1,000-1,999                      0            < 1 
## 4742  100,000-124,999                 100-999         10-20 
## 4743             <NA>                    <NA>          5-10 
## 4744    30,000-39,999                      0            3-5 
## 4745    90,000-99,999              > 100,000            3-5 
## 4746             <NA>                    <NA>           < 1 
## 4747             <NA>                    <NA>           < 1 
## 4748    10,000-14,999                      0            None
## 4749    10,000-14,999                      0            < 1 
## 4750  100,000-124,999              1000-9,999           3-5 
## 4751             <NA>                    <NA>           1-2 
## 4752  125,000-149,999              1000-9,999           3-5 
## 4753    40,000-49,999              > 100,000            1-2 
## 4754             <NA>                    <NA>           1-2 
## 4755    40,000-49,999                      0            3-5 
## 4756             <NA>                    <NA>           1-2 
## 4757  100,000-124,999              > 100,000            3-5 
## 4758  100,000-124,999                 100-999           3-5 
## 4759    30,000-39,999                      0            3-5 
## 4760  150,000-199,999              > 100,000           5-10 
## 4761  200,000-249,999              > 100,000          10-20 
## 4762             <NA>                    <NA>           1-2 
## 4763      1,000-1,999                    1-99           3-5 
## 4764  150,000-199,999           10,000-99,999          5-10 
## 4765             <NA>                    <NA>           1-2 
## 4766    10,000-14,999                    1-99           < 1 
## 4767      5,000-7,499                      0            3-5 
## 4768    25,000-29,999              > 100,000          10-20 
## 4769    70,000-79,999                 100-999           3-5 
## 4770    30,000-39,999              > 100,000          10-20 
## 4771            0-999              1000-9,999           3-5 
## 4772             <NA>                    <NA>           None
## 4773             <NA>                    <NA>           1-2 
## 4774  200,000-249,999              > 100,000          10-20 
## 4775    90,000-99,999              1000-9,999          5-10 
## 4776    60,000-69,999              1000-9,999           3-5 
## 4777  100,000-124,999                      0            3-5 
## 4778             <NA>                    <NA>           < 1 
## 4779      1,000-1,999              1000-9,999           3-5 
## 4780    80,000-89,999                      0          10-20 
## 4781             <NA>                    <NA>           1-2 
## 4782  125,000-149,999              1000-9,999          5-10 
## 4783        > 500,000              > 100,000            3-5 
## 4784             <NA>                    <NA>           < 1 
## 4785    60,000-69,999                      0            1-2 
## 4786    25,000-29,999                    1-99           3-5 
## 4787             <NA>                    <NA>           < 1 
## 4788             <NA>                    <NA>           < 1 
## 4789    50,000-59,999                 100-999           1-2 
## 4790             <NA>                    <NA>           1-2 
## 4791  125,000-149,999                    1-99           < 1 
## 4792  125,000-149,999                      0            3-5 
## 4793  300,000-500,000              > 100,000            None
## 4794  300,000-500,000                      0            3-5 
## 4795    50,000-59,999              1000-9,999          5-10 
## 4796    80,000-89,999                      0            3-5 
## 4797      7,500-9,999                      0            < 1 
## 4798             <NA>                    <NA>           < 1 
## 4799             <NA>                    <NA>           < 1 
## 4800  100,000-124,999                      0            3-5 
## 4801             <NA>                    <NA>           1-2 
## 4802             <NA>                    <NA>           1-2 
## 4803             <NA>                    <NA>           1-2 
## 4804      1,000-1,999                    1-99           1-2 
## 4805    10,000-14,999                 100-999           1-2 
## 4806             <NA>                    <NA>           < 1 
## 4807    15,000-19,999           10,000-99,999           3-5 
## 4808  100,000-124,999                      0            < 1 
## 4809             <NA>                    <NA>           1-2 
## 4810    90,000-99,999                 100-999           3-5 
## 4811    90,000-99,999              1000-9,999           3-5 
## 4812      5,000-7,499                 100-999           < 1 
## 4813    20,000-24,999              1000-9,999           1-2 
## 4814    25,000-29,999           10,000-99,999           None
## 4815             <NA>                    <NA>           1-2 
## 4816        > 500,000              > 100,000          10-20 
## 4817    80,000-89,999              1000-9,999           3-5 
## 4818  100,000-124,999              > 100,000           5-10 
## 4819      2,000-2,999              1000-9,999         10-20 
## 4820    10,000-14,999                      0            1-2 
## 4821             <NA>                    <NA>           1-2 
## 4822    70,000-79,999              > 100,000          10-20 
## 4823    90,000-99,999           10,000-99,999           1-2 
## 4824  100,000-124,999                      0            1-2 
## 4825            0-999                 100-999          5-10 
## 4826    40,000-49,999                 100-999           None
## 4827    90,000-99,999              1000-9,999           3-5 
## 4828  125,000-149,999              > 100,000            3-5 
## 4829             <NA>                    <NA>           3-5 
## 4830             <NA>                    <NA>           < 1 
## 4831  100,000-124,999              > 100,000            1-2 
## 4832      4,000-4,999                      0            < 1 
## 4833    80,000-89,999                      0            20+ 
## 4834             <NA>                    <NA>           < 1 
## 4835    60,000-69,999                      0            3-5 
## 4836      5,000-7,499                    1-99           < 1 
## 4837  200,000-249,999           10,000-99,999         10-20 
## 4838             <NA>                    <NA>           None
## 4839    30,000-39,999                 100-999           < 1 
## 4840      5,000-7,499                      0            3-5 
## 4841      1,000-1,999                      0            3-5 
## 4842    70,000-79,999                 100-999           1-2 
## 4843  150,000-199,999                      0          10-20 
## 4844  100,000-124,999              > 100,000           5-10 
## 4845    30,000-39,999                 100-999          5-10 
## 4846    90,000-99,999                      0            3-5 
## 4847    70,000-79,999              1000-9,999          5-10 
## 4848    50,000-59,999                      0            < 1 
## 4849    70,000-79,999                 100-999           None
## 4850  150,000-199,999           10,000-99,999           20+ 
## 4851    50,000-59,999                      0          10-20 
## 4852    25,000-29,999           10,000-99,999         10-20 
## 4853      5,000-7,499                      0            < 1 
## 4854    90,000-99,999           10,000-99,999           3-5 
## 4855    30,000-39,999                 100-999          5-10 
## 4856  150,000-199,999           10,000-99,999           3-5 
## 4857    70,000-79,999              1000-9,999          5-10 
## 4858    80,000-89,999              1000-9,999           20+ 
## 4859    50,000-59,999                 100-999           1-2 
## 4860    50,000-59,999                      0            3-5 
## 4861    10,000-14,999                      0            < 1 
## 4862             <NA>                    <NA>           1-2 
## 4863  100,000-124,999                      0          10-20 
## 4864    30,000-39,999                      0          10-20 
## 4865             <NA>                    <NA>           < 1 
## 4866      5,000-7,499                      0            1-2 
## 4867    25,000-29,999              1000-9,999           3-5 
## 4868             <NA>                    <NA>           3-5 
## 4869    40,000-49,999                    1-99           < 1 
## 4870  125,000-149,999                      0          10-20 
## 4871    80,000-89,999              > 100,000            3-5 
## 4872    15,000-19,999              1000-9,999         10-20 
## 4873      1,000-1,999                      0            < 1 
## 4874  150,000-199,999              > 100,000           5-10 
## 4875    70,000-79,999              1000-9,999           20+ 
## 4876      7,500-9,999           10,000-99,999          5-10 
## 4877             <NA>                    <NA>           None
## 4878            0-999                 100-999           1-2 
## 4879             <NA>                    <NA>           < 1 
## 4880    40,000-49,999                 100-999           3-5 
## 4881      1,000-1,999                 100-999           1-2 
## 4882             <NA>                    <NA>           1-2 
## 4883             <NA>                    <NA>           < 1 
## 4884    20,000-24,999              1000-9,999           3-5 
## 4885             <NA>                    <NA>           None
## 4886    90,000-99,999                    1-99           20+ 
## 4887    70,000-79,999                      0          10-20 
## 4888    60,000-69,999           10,000-99,999           1-2 
## 4889    40,000-49,999              > 100,000            3-5 
## 4890    20,000-24,999                 100-999           1-2 
## 4891      3,000-3,999              > 100,000          10-20 
## 4892  125,000-149,999                 100-999          5-10 
## 4893             <NA>                    <NA>           3-5 
## 4894             <NA>                    <NA>           < 1 
## 4895            0-999                    1-99           < 1 
## 4896    30,000-39,999           10,000-99,999           3-5 
## 4897             <NA>                    <NA>           3-5 
## 4898             <NA>                    <NA>           3-5 
## 4899  125,000-149,999           10,000-99,999         10-20 
## 4900      1,000-1,999           10,000-99,999           3-5 
## 4901    90,000-99,999                 100-999          5-10 
## 4902            0-999                 100-999           20+ 
## 4903  100,000-124,999           10,000-99,999           None
## 4904             <NA>                    <NA>           None
## 4905    80,000-89,999           10,000-99,999         10-20 
## 4906    15,000-19,999                 100-999           3-5 
## 4907  250,000-299,999                      0          10-20 
## 4908             <NA>                    <NA>           1-2 
## 4909            0-999                    1-99           1-2 
## 4910             <NA>                    <NA>           < 1 
## 4911  100,000-124,999                 100-999           3-5 
## 4912  100,000-124,999                 100-999          5-10 
## 4913             <NA>                    <NA>           1-2 
## 4914  150,000-199,999              > 100,000           5-10 
## 4915  100,000-124,999           10,000-99,999          5-10 
## 4916  150,000-199,999              > 100,000          10-20 
## 4917    10,000-14,999                 100-999           1-2 
## 4918    50,000-59,999                    1-99           < 1 
## 4919    10,000-14,999                      0            1-2 
## 4920    90,000-99,999              > 100,000            3-5 
## 4921    30,000-39,999                      0            < 1 
## 4922    70,000-79,999                      0            < 1 
## 4923  100,000-124,999              > 100,000           5-10 
## 4924      2,000-2,999                    1-99           < 1 
## 4925             <NA>                    <NA>           < 1 
## 4926    90,000-99,999                      0           5-10 
## 4927      7,500-9,999                      0            < 1 
## 4928    15,000-19,999                    1-99           1-2 
## 4929    10,000-14,999                 100-999          5-10 
## 4930      4,000-4,999              1000-9,999           3-5 
## 4931      1,000-1,999                      0            3-5 
## 4932    80,000-89,999                      0            < 1 
## 4933      4,000-4,999              1000-9,999           1-2 
## 4934    25,000-29,999                 100-999          5-10 
## 4935      3,000-3,999              1000-9,999          5-10 
## 4936    70,000-79,999                      0            1-2 
## 4937      1,000-1,999                    1-99           < 1 
## 4938             <NA>                    <NA>           None
## 4939             <NA>                    <NA>           < 1 
## 4940             <NA>                    <NA>           None
## 4941    25,000-29,999                      0            None
## 4942  100,000-124,999           10,000-99,999           20+ 
## 4943    25,000-29,999              1000-9,999           3-5 
## 4944    30,000-39,999                    1-99           20+ 
## 4945      2,000-2,999                      0            < 1 
## 4946    30,000-39,999              1000-9,999           3-5 
## 4947  100,000-124,999           10,000-99,999         10-20 
## 4948  100,000-124,999              1000-9,999           20+ 
## 4949  150,000-199,999              > 100,000            20+ 
## 4950            0-999                    1-99           < 1 
## 4951  150,000-199,999           10,000-99,999         10-20 
## 4952    20,000-24,999           10,000-99,999           < 1 
## 4953    20,000-24,999              1000-9,999         10-20 
## 4954  150,000-199,999              > 100,000            1-2 
## 4955  150,000-199,999           10,000-99,999         10-20 
## 4956  125,000-149,999              > 100,000          10-20 
## 4957             <NA>                    <NA>           < 1 
## 4958             <NA>                    <NA>           < 1 
## 4959  100,000-124,999                 100-999           20+ 
## 4960            0-999                    1-99           1-2 
## 4961    10,000-14,999                      0            1-2 
## 4962    10,000-14,999                 100-999           1-2 
## 4963  125,000-149,999                      0          10-20 
## 4964             <NA>                    <NA>           < 1 
## 4965    90,000-99,999              > 100,000            3-5 
## 4966            0-999                    1-99           < 1 
## 4967    20,000-24,999                    1-99           3-5 
## 4968      3,000-3,999                 100-999           1-2 
## 4969            0-999                 100-999          5-10 
## 4970      1,000-1,999                      0            < 1 
## 4971             <NA>                    <NA>           3-5 
## 4972             <NA>                    <NA>           < 1 
## 4973    40,000-49,999                    1-99           < 1 
## 4974  150,000-199,999              > 100,000          10-20 
## 4975    10,000-14,999           10,000-99,999           1-2 
## 4976  150,000-199,999              > 100,000            20+ 
## 4977    10,000-14,999                 100-999          5-10 
## 4978      4,000-4,999                      0           5-10 
## 4979  150,000-199,999              1000-9,999           1-2 
## 4980      1,000-1,999                    1-99           None
## 4981  125,000-149,999           10,000-99,999         10-20 
## 4982            0-999                      0          10-20 
## 4983    10,000-14,999                 100-999           1-2 
## 4984  150,000-199,999              > 100,000           5-10 
## 4985             <NA>                    <NA>           None
## 4986  100,000-124,999              1000-9,999           None
## 4987    50,000-59,999                      0            < 1 
## 4988    30,000-39,999              1000-9,999           3-5 
## 4989    90,000-99,999                 100-999           3-5 
## 4990    60,000-69,999                 100-999         10-20 
## 4991    70,000-79,999              1000-9,999           3-5 
## 4992    60,000-69,999                      0           5-10 
## 4993    20,000-24,999                      0            < 1 
## 4994      1,000-1,999                    1-99           1-2 
## 4995    80,000-89,999              1000-9,999          5-10 
## 4996  150,000-199,999              1000-9,999          5-10 
## 4997    50,000-59,999                 100-999           1-2 
## 4998    10,000-14,999                      0           5-10 
## 4999      1,000-1,999                    1-99           3-5 
## 5000    10,000-14,999                      0            1-2 
## 5001      7,500-9,999                 100-999           1-2 
## 5002      5,000-7,499           10,000-99,999           1-2 
## 5003    20,000-24,999                 100-999           3-5 
## 5004    50,000-59,999                      0            3-5 
## 5005             <NA>                    <NA>           1-2 
## 5006    40,000-49,999                      0            1-2 
## 5007  200,000-249,999                 100-999           None
## 5008  150,000-199,999              1000-9,999          5-10 
## 5009    50,000-59,999                      0           5-10 
## 5010  150,000-199,999                 100-999         10-20 
## 5011      3,000-3,999                    1-99           1-2 
## 5012    60,000-69,999                      0           5-10 
## 5013    40,000-49,999                      0            3-5 
## 5014    15,000-19,999                      0           5-10 
## 5015        > 500,000              > 100,000            20+ 
## 5016             <NA>                    <NA>           1-2 
## 5017             <NA>                    <NA>           1-2 
## 5018    60,000-69,999           10,000-99,999          5-10 
## 5019            0-999                      0            1-2 
## 5020  100,000-124,999              1000-9,999           1-2 
## 5021            0-999                      0            1-2 
## 5022             <NA>                    <NA>           3-5 
## 5023  150,000-199,999                 100-999           20+ 
## 5024    60,000-69,999           10,000-99,999          5-10 
## 5025             <NA>                    <NA>           1-2 
## 5026             <NA>                    <NA>           None
## 5027    90,000-99,999              1000-9,999           3-5 
## 5028  100,000-124,999              1000-9,999          5-10 
## 5029  100,000-124,999              > 100,000           5-10 
## 5030      4,000-4,999                      0           5-10 
## 5031      7,500-9,999           10,000-99,999           20+ 
## 5032    20,000-24,999                 100-999           None
## 5033    25,000-29,999           10,000-99,999           1-2 
## 5034             <NA>                    <NA>           < 1 
## 5035    90,000-99,999              1000-9,999           20+ 
## 5036    40,000-49,999                 100-999           3-5 
## 5037             <NA>                    <NA>           1-2 
## 5038    80,000-89,999                      0            1-2 
## 5039    40,000-49,999              > 100,000            3-5 
## 5040      2,000-2,999                      0            < 1 
## 5041    60,000-69,999                      0          10-20 
## 5042    60,000-69,999                      0            1-2 
## 5043      7,500-9,999                      0            3-5 
## 5044             <NA>                    <NA>           < 1 
## 5045    80,000-89,999                 100-999           1-2 
## 5046             <NA>                    <NA>           3-5 
## 5047             <NA>                    <NA>           < 1 
## 5048             <NA>                    <NA>           3-5 
## 5049    30,000-39,999                      0          10-20 
## 5050    25,000-29,999                      0           5-10 
## 5051    25,000-29,999                      0            1-2 
## 5052            0-999                 100-999           < 1 
## 5053             <NA>                    <NA>           < 1 
## 5054      1,000-1,999              1000-9,999           1-2 
## 5055  100,000-124,999           10,000-99,999          5-10 
## 5056        > 500,000              > 100,000            1-2 
## 5057    60,000-69,999                      0           5-10 
## 5058  100,000-124,999                      0            None
## 5059  100,000-124,999                    1-99           3-5 
## 5060  300,000-500,000              1000-9,999           3-5 
## 5061             <NA>                    <NA>           3-5 
## 5062    10,000-14,999                 100-999           1-2 
## 5063             <NA>                    <NA>           < 1 
## 5064    70,000-79,999           10,000-99,999           1-2 
## 5065             <NA>                    <NA>           None
## 5066             <NA>                    <NA>           3-5 
## 5067    80,000-89,999                 100-999           1-2 
## 5068      2,000-2,999                      0            3-5 
## 5069  150,000-199,999              1000-9,999           20+ 
## 5070             <NA>                    <NA>           3-5 
## 5071    50,000-59,999                      0            1-2 
## 5072  300,000-500,000              > 100,000           5-10 
## 5073    80,000-89,999           10,000-99,999         10-20 
## 5074             <NA>                    <NA>           3-5 
## 5075            0-999                    1-99           1-2 
## 5076             <NA>                    <NA>           1-2 
## 5077    60,000-69,999                      0            3-5 
## 5078             <NA>                    <NA>           < 1 
## 5079    30,000-39,999                      0            1-2 
## 5080             <NA>                    <NA>           None
## 5081  100,000-124,999           10,000-99,999           1-2 
## 5082  100,000-124,999           10,000-99,999          5-10 
## 5083             <NA>                    <NA>           1-2 
## 5084             <NA>                    <NA>           3-5 
## 5085      1,000-1,999              1000-9,999           1-2 
## 5086    40,000-49,999              1000-9,999           3-5 
## 5087             <NA>                    <NA>           None
## 5088             <NA>                    <NA>           < 1 
## 5089      4,000-4,999                      0            3-5 
## 5090    30,000-39,999                 100-999           1-2 
## 5091             <NA>                    <NA>           3-5 
## 5092      2,000-2,999              1000-9,999           3-5 
## 5093      4,000-4,999                    1-99           3-5 
## 5094             <NA>                    <NA>           3-5 
## 5095            0-999                      0            < 1 
## 5096    40,000-49,999                      0            < 1 
## 5097    20,000-24,999                      0            3-5 
## 5098  200,000-249,999              1000-9,999           3-5 
## 5099      5,000-7,499                      0           5-10 
## 5100            0-999                      0            1-2 
## 5101             <NA>                    <NA>           < 1 
## 5102            0-999                      0            3-5 
## 5103            0-999              1000-9,999           1-2 
## 5104    30,000-39,999                      0            3-5 
## 5105    70,000-79,999                 100-999           < 1 
## 5106      7,500-9,999                      0            < 1 
## 5107    90,000-99,999                    1-99          5-10 
## 5108  100,000-124,999              > 100,000           5-10 
## 5109    15,000-19,999                      0            1-2 
## 5110    20,000-24,999                 100-999           3-5 
## 5111      1,000-1,999                      0            < 1 
## 5112      1,000-1,999                      0            3-5 
## 5113  300,000-500,000              1000-9,999           20+ 
## 5114      2,000-2,999           10,000-99,999          5-10 
## 5115  150,000-199,999              > 100,000           5-10 
## 5116  100,000-124,999                      0            < 1 
## 5117  100,000-124,999           10,000-99,999         10-20 
## 5118            0-999                      0            None
## 5119             <NA>                    <NA>           1-2 
## 5120    80,000-89,999                      0            < 1 
## 5121             <NA>                    <NA>           < 1 
## 5122             <NA>                    <NA>           None
## 5123      2,000-2,999           10,000-99,999           1-2 
## 5124    10,000-14,999                 100-999           1-2 
## 5125  100,000-124,999                 100-999           None
## 5126    40,000-49,999           10,000-99,999           3-5 
## 5127  100,000-124,999              > 100,000          10-20 
## 5128    30,000-39,999              1000-9,999           3-5 
## 5129    10,000-14,999                      0           5-10 
## 5130    40,000-49,999              1000-9,999           1-2 
## 5131            0-999                 100-999           3-5 
## 5132      3,000-3,999                 100-999           1-2 
## 5133             <NA>                    <NA>           3-5 
## 5134    40,000-49,999                 100-999          5-10 
## 5135  100,000-124,999                    1-99         10-20 
## 5136  100,000-124,999              > 100,000            3-5 
## 5137             <NA>                    <NA>           < 1 
## 5138             <NA>                    <NA>           < 1 
## 5139  300,000-500,000              > 100,000          10-20 
## 5140            0-999                 100-999          5-10 
## 5141             <NA>                    <NA>          5-10 
## 5142             <NA>                    <NA>           1-2 
## 5143            0-999                    1-99           3-5 
## 5144    50,000-59,999                    1-99           1-2 
## 5145             <NA>                    <NA>           3-5 
## 5146    50,000-59,999           10,000-99,999          5-10 
## 5147    10,000-14,999              1000-9,999           3-5 
## 5148  100,000-124,999           10,000-99,999           1-2 
## 5149  125,000-149,999           10,000-99,999           None
## 5150             <NA>                    <NA>           < 1 
## 5151  125,000-149,999              > 100,000          10-20 
## 5152    20,000-24,999           10,000-99,999           1-2 
## 5153    10,000-14,999                      0            < 1 
## 5154    10,000-14,999           10,000-99,999           3-5 
## 5155      3,000-3,999                    1-99           1-2 
## 5156    50,000-59,999                      0            3-5 
## 5157  150,000-199,999              > 100,000            20+ 
## 5158            0-999                      0            3-5 
## 5159             <NA>                    <NA>          5-10 
## 5160    60,000-69,999                    1-99           3-5 
## 5161    60,000-69,999                      0           5-10 
## 5162      5,000-7,499                      0            < 1 
## 5163    15,000-19,999                 100-999           1-2 
## 5164    40,000-49,999                    1-99           3-5 
## 5165    30,000-39,999                      0            None
## 5166    10,000-14,999                 100-999           < 1 
## 5167    90,000-99,999                    1-99           1-2 
## 5168      5,000-7,499                 100-999           < 1 
## 5169      3,000-3,999                 100-999           < 1 
## 5170  150,000-199,999              1000-9,999         10-20 
## 5171  150,000-199,999              1000-9,999          5-10 
## 5172  100,000-124,999           10,000-99,999           3-5 
## 5173    70,000-79,999           10,000-99,999           20+ 
## 5174    40,000-49,999                 100-999          5-10 
## 5175    20,000-24,999              1000-9,999           1-2 
## 5176    10,000-14,999              > 100,000            3-5 
## 5177             <NA>                    <NA>           < 1 
## 5178  250,000-299,999           10,000-99,999         10-20 
## 5179  100,000-124,999              1000-9,999           20+ 
## 5180            0-999              1000-9,999          5-10 
## 5181  125,000-149,999                      0            1-2 
## 5182    10,000-14,999                      0            None
## 5183  125,000-149,999           10,000-99,999         10-20 
## 5184            0-999                      0            1-2 
## 5185  150,000-199,999              > 100,000            3-5 
## 5186    80,000-89,999              1000-9,999          5-10 
## 5187      7,500-9,999                      0            < 1 
## 5188             <NA>                    <NA>           1-2 
## 5189             <NA>                    <NA>           < 1 
## 5190    80,000-89,999              > 100,000            20+ 
## 5191    60,000-69,999                    1-99           3-5 
## 5192             <NA>                    <NA>           < 1 
## 5193    10,000-14,999              1000-9,999           3-5 
## 5194  100,000-124,999              > 100,000            3-5 
## 5195  100,000-124,999              1000-9,999           3-5 
## 5196             <NA>                    <NA>           < 1 
## 5197  100,000-124,999                      0          10-20 
## 5198  100,000-124,999              1000-9,999           3-5 
## 5199  100,000-124,999              1000-9,999         10-20 
## 5200      3,000-3,999                      0            1-2 
## 5201    25,000-29,999                      0            3-5 
## 5202             <NA>                    <NA>           < 1 
## 5203      2,000-2,999           10,000-99,999           3-5 
## 5204  200,000-249,999              > 100,000          10-20 
## 5205    10,000-14,999                      0            1-2 
## 5206  150,000-199,999           10,000-99,999           1-2 
## 5207  125,000-149,999           10,000-99,999         10-20 
## 5208             <NA>                    <NA>          5-10 
## 5209    20,000-24,999                 100-999          5-10 
## 5210  150,000-199,999              1000-9,999         10-20 
## 5211    90,000-99,999              1000-9,999           20+ 
## 5212      7,500-9,999              1000-9,999          5-10 
## 5213  200,000-249,999              > 100,000          10-20 
## 5214  250,000-299,999              > 100,000          10-20 
## 5215    40,000-49,999              1000-9,999          5-10 
## 5216    70,000-79,999              1000-9,999         10-20 
## 5217             <NA>                    <NA>           < 1 
## 5218  200,000-249,999              > 100,000          10-20 
## 5219  100,000-124,999                      0            1-2 
## 5220            0-999                      0            20+ 
## 5221  125,000-149,999              > 100,000           5-10 
## 5222    15,000-19,999                 100-999          5-10 
## 5223    70,000-79,999                      0            3-5 
## 5224    50,000-59,999                    1-99           1-2 
## 5225             <NA>                    <NA>           None
## 5226        > 500,000              > 100,000            20+ 
## 5227    70,000-79,999              1000-9,999           3-5 
## 5228    70,000-79,999                 100-999         10-20 
## 5229             <NA>                    <NA>           < 1 
## 5230            0-999                      0          10-20 
## 5231  125,000-149,999           10,000-99,999           3-5 
## 5232      7,500-9,999                 100-999           3-5 
## 5233  150,000-199,999              > 100,000            20+ 
## 5234    50,000-59,999                      0            1-2 
## 5235            0-999              > 100,000            1-2 
## 5236  100,000-124,999              1000-9,999           3-5 
## 5237  100,000-124,999                 100-999           3-5 
## 5238    10,000-14,999                    1-99         10-20 
## 5239    15,000-19,999              1000-9,999         10-20 
## 5240  100,000-124,999                 100-999          5-10 
## 5241  100,000-124,999                 100-999           1-2 
## 5242  100,000-124,999           10,000-99,999           3-5 
## 5243    80,000-89,999                      0            3-5 
## 5244    60,000-69,999              1000-9,999           3-5 
## 5245      2,000-2,999                    1-99           < 1 
## 5246  150,000-199,999           10,000-99,999           20+ 
## 5247             <NA>                    <NA>           1-2 
## 5248             <NA>                    <NA>           None
## 5249             <NA>                    <NA>           3-5 
## 5250            0-999                 100-999           < 1 
## 5251        > 500,000           10,000-99,999           20+ 
## 5252            0-999                      0            1-2 
## 5253      2,000-2,999                      0            None
## 5254  200,000-249,999              1000-9,999           20+ 
## 5255    70,000-79,999                 100-999           3-5 
## 5256      1,000-1,999                    1-99           < 1 
## 5257            0-999                      0            1-2 
## 5258    40,000-49,999                      0            < 1 
## 5259  125,000-149,999                      0          10-20 
## 5260             <NA>                    <NA>           < 1 
## 5261             <NA>                    <NA>           3-5 
## 5262  150,000-199,999                 100-999         10-20 
## 5263  250,000-299,999           10,000-99,999           20+ 
## 5264    90,000-99,999              > 100,000          10-20 
## 5265    80,000-89,999                 100-999           < 1 
## 5266    50,000-59,999           10,000-99,999           1-2 
## 5267    60,000-69,999                 100-999         10-20 
## 5268  200,000-249,999                    1-99           < 1 
## 5269    70,000-79,999                 100-999           3-5 
## 5270  125,000-149,999                    1-99           3-5 
## 5271    90,000-99,999                 100-999           None
## 5272    50,000-59,999              1000-9,999           1-2 
## 5273             <NA>                    <NA>           1-2 
## 5274  100,000-124,999           10,000-99,999           3-5 
## 5275    60,000-69,999                    1-99           3-5 
## 5276             <NA>                    <NA>           None
## 5277  150,000-199,999                 100-999         10-20 
## 5278             <NA>                    <NA>           None
## 5279             <NA>                    <NA>           1-2 
## 5280      4,000-4,999                    1-99         10-20 
## 5281             <NA>                    <NA>           1-2 
## 5282    60,000-69,999                      0           5-10 
## 5283    15,000-19,999                      0            < 1 
## 5284    40,000-49,999              > 100,000            1-2 
## 5285    30,000-39,999                 100-999           3-5 
## 5286    30,000-39,999                    1-99          5-10 
## 5287  100,000-124,999              > 100,000           5-10 
## 5288             <NA>                    <NA>           1-2 
## 5289    30,000-39,999                      0           5-10 
## 5290  200,000-249,999           10,000-99,999         10-20 
## 5291    90,000-99,999           10,000-99,999         10-20 
## 5292    20,000-24,999                 100-999           1-2 
## 5293    10,000-14,999                      0           5-10 
## 5294             <NA>                    <NA>           1-2 
## 5295  200,000-249,999              > 100,000          10-20 
## 5296            0-999                    1-99           3-5 
## 5297  125,000-149,999              > 100,000          10-20 
## 5298    30,000-39,999              1000-9,999           < 1 
## 5299    10,000-14,999              1000-9,999           < 1 
## 5300      5,000-7,499                    1-99           3-5 
## 5301             <NA>                    <NA>          5-10 
## 5302    30,000-39,999                      0            < 1 
## 5303  100,000-124,999                      0          10-20 
## 5304  100,000-124,999           10,000-99,999           3-5 
## 5305             <NA>                    <NA>           3-5 
## 5306  125,000-149,999           10,000-99,999         10-20 
## 5307    60,000-69,999                      0            20+ 
## 5308             <NA>                    <NA>           1-2 
## 5309    60,000-69,999                      0           5-10 
## 5310  125,000-149,999              > 100,000           5-10 
## 5311    70,000-79,999           10,000-99,999           1-2 
## 5312    25,000-29,999                    1-99           3-5 
## 5313      7,500-9,999                      0            1-2 
## 5314            0-999                      0            1-2 
## 5315      4,000-4,999              1000-9,999          5-10 
## 5316  100,000-124,999                 100-999           3-5 
## 5317    70,000-79,999                 100-999          5-10 
## 5318    50,000-59,999              1000-9,999           3-5 
## 5319             <NA>                    <NA>           < 1 
## 5320             <NA>                    <NA>           1-2 
## 5321            0-999              1000-9,999           < 1 
## 5322             <NA>                    <NA>           < 1 
## 5323    90,000-99,999              > 100,000           5-10 
## 5324      3,000-3,999                      0            3-5 
## 5325  125,000-149,999                      0            3-5 
## 5326  125,000-149,999              1000-9,999           3-5 
## 5327      2,000-2,999                 100-999           1-2 
## 5328             <NA>                    <NA>           3-5 
## 5329      4,000-4,999                    1-99           None
## 5330      1,000-1,999              1000-9,999          5-10 
## 5331    30,000-39,999                    1-99           1-2 
## 5332      2,000-2,999                      0            < 1 
## 5333             <NA>                    <NA>           1-2 
## 5334    10,000-14,999                    1-99          5-10 
## 5335    20,000-24,999                 100-999           1-2 
## 5336            0-999                      0            1-2 
## 5337             <NA>                    <NA>           None
## 5338    90,000-99,999                      0           5-10 
## 5339      5,000-7,499              1000-9,999           3-5 
## 5340    90,000-99,999           10,000-99,999           3-5 
## 5341    70,000-79,999                 100-999           3-5 
## 5342  125,000-149,999              > 100,000            1-2 
## 5343             <NA>                    <NA>          5-10 
## 5344      2,000-2,999              > 100,000          10-20 
## 5345      1,000-1,999                      0            3-5 
## 5346    10,000-14,999                 100-999         10-20 
## 5347    15,000-19,999              1000-9,999           1-2 
## 5348    80,000-89,999                      0           5-10 
## 5349             <NA>                    <NA>           1-2 
## 5350            0-999                      0          10-20 
## 5351      1,000-1,999                      0            < 1 
## 5352      7,500-9,999                    1-99           < 1 
## 5353             <NA>                    <NA>           < 1 
## 5354    80,000-89,999           10,000-99,999           3-5 
## 5355    10,000-14,999                    1-99           1-2 
## 5356      4,000-4,999              1000-9,999          5-10 
## 5357  150,000-199,999           10,000-99,999         10-20 
## 5358            0-999                    1-99           1-2 
## 5359            0-999                      0            1-2 
## 5360      5,000-7,499                    1-99           < 1 
## 5361            0-999                      0            3-5 
## 5362             <NA>                    <NA>           1-2 
## 5363    40,000-49,999           10,000-99,999           < 1 
## 5364             <NA>                    <NA>           1-2 
## 5365             <NA>                    <NA>           None
## 5366    70,000-79,999           10,000-99,999           3-5 
## 5367    60,000-69,999                      0            3-5 
## 5368             <NA>                    <NA>           1-2 
## 5369    40,000-49,999                      0            1-2 
## 5370  150,000-199,999              1000-9,999           3-5 
## 5371    10,000-14,999              1000-9,999           3-5 
## 5372      5,000-7,499                      0            < 1 
## 5373             <NA>                    <NA>           1-2 
## 5374      3,000-3,999                 100-999           1-2 
## 5375    20,000-24,999                      0            3-5 
## 5376             <NA>                    <NA>           < 1 
## 5377             <NA>                    <NA>           1-2 
## 5378             <NA>                    <NA>           1-2 
## 5379    90,000-99,999                      0            1-2 
## 5380             <NA>                    <NA>           < 1 
## 5381      5,000-7,499              1000-9,999           1-2 
## 5382    60,000-69,999                      0            20+ 
## 5383            0-999                 100-999           1-2 
## 5384      2,000-2,999                      0            3-5 
## 5385  100,000-124,999           10,000-99,999         10-20 
## 5386            0-999                      0            < 1 
## 5387    15,000-19,999                 100-999           3-5 
## 5388    50,000-59,999              1000-9,999          5-10 
## 5389            0-999                    1-99           1-2 
## 5390  100,000-124,999           10,000-99,999           3-5 
## 5391  125,000-149,999              1000-9,999           3-5 
## 5392             <NA>                    <NA>           1-2 
## 5393             <NA>                    <NA>           < 1 
## 5394             <NA>                    <NA>           1-2 
## 5395    20,000-24,999                      0            1-2 
## 5396            0-999              1000-9,999           3-5 
## 5397    70,000-79,999                 100-999           < 1 
## 5398    15,000-19,999              1000-9,999           < 1 
## 5399      2,000-2,999                    1-99           None
## 5400            0-999                      0            < 1 
## 5401            0-999                      0            3-5 
## 5402    40,000-49,999              > 100,000            3-5 
## 5403    20,000-24,999                 100-999           1-2 
## 5404      4,000-4,999           10,000-99,999           < 1 
## 5405      1,000-1,999           10,000-99,999           1-2 
## 5406             <NA>                    <NA>         10-20 
## 5407             <NA>                    <NA>           None
## 5408            0-999                 100-999           1-2 
## 5409  100,000-124,999           10,000-99,999           3-5 
## 5410    60,000-69,999                 100-999           < 1 
## 5411      3,000-3,999              1000-9,999           < 1 
## 5412    90,000-99,999              > 100,000            1-2 
## 5413    70,000-79,999              > 100,000            3-5 
## 5414             <NA>                    <NA>           < 1 
## 5415    30,000-39,999                      0            None
## 5416    60,000-69,999              1000-9,999         10-20 
## 5417      4,000-4,999                 100-999           1-2 
## 5418    40,000-49,999                 100-999           1-2 
## 5419  100,000-124,999                      0            1-2 
## 5420      1,000-1,999                      0            1-2 
## 5421             <NA>                    <NA>           1-2 
## 5422             <NA>                    <NA>           < 1 
## 5423    15,000-19,999                 100-999           3-5 
## 5424    10,000-14,999           10,000-99,999          5-10 
## 5425  200,000-249,999                      0          10-20 
## 5426      4,000-4,999                      0            3-5 
## 5427             <NA>                    <NA>           3-5 
## 5428            0-999              1000-9,999           < 1 
## 5429    25,000-29,999                      0            3-5 
## 5430      2,000-2,999                    1-99           3-5 
## 5431    15,000-19,999                    1-99           3-5 
## 5432    25,000-29,999                 100-999          5-10 
## 5433    70,000-79,999                 100-999           3-5 
## 5434             <NA>                    <NA>           < 1 
## 5435    25,000-29,999           10,000-99,999          5-10 
## 5436    15,000-19,999              1000-9,999           1-2 
## 5437             <NA>                    <NA>           1-2 
## 5438    30,000-39,999                 100-999           3-5 
## 5439  100,000-124,999           10,000-99,999         10-20 
## 5440      1,000-1,999                      0            None
## 5441    70,000-79,999                 100-999          5-10 
## 5442             <NA>                    <NA>           1-2 
## 5443             <NA>                    <NA>           < 1 
## 5444    30,000-39,999                      0            3-5 
## 5445    60,000-69,999                      0            < 1 
## 5446             <NA>                    <NA>           3-5 
## 5447             <NA>                    <NA>           1-2 
## 5448      1,000-1,999                      0            1-2 
## 5449    10,000-14,999           10,000-99,999          5-10 
## 5450    40,000-49,999                      0            None
## 5451    25,000-29,999              1000-9,999          5-10 
## 5452  100,000-124,999                 100-999          5-10 
## 5453    15,000-19,999                      0            3-5 
## 5454    25,000-29,999                      0            None
## 5455    30,000-39,999                      0            3-5 
## 5456    15,000-19,999                      0            < 1 
## 5457    90,000-99,999           10,000-99,999         10-20 
## 5458    10,000-14,999                    1-99           1-2 
## 5459      1,000-1,999                    1-99           < 1 
## 5460    40,000-49,999           10,000-99,999          5-10 
## 5461  100,000-124,999                      0            3-5 
## 5462    40,000-49,999                    1-99           1-2 
## 5463             <NA>                    <NA>           None
## 5464      5,000-7,499                 100-999           < 1 
## 5465    60,000-69,999              1000-9,999          5-10 
## 5466            0-999                      0            1-2 
## 5467      7,500-9,999                      0            1-2 
## 5468             <NA>                    <NA>           1-2 
## 5469  100,000-124,999              > 100,000            20+ 
## 5470  125,000-149,999              1000-9,999           < 1 
## 5471    25,000-29,999              1000-9,999           < 1 
## 5472             <NA>                    <NA>           1-2 
## 5473    15,000-19,999                    1-99           1-2 
## 5474             <NA>                    <NA>           < 1 
## 5475    25,000-29,999                      0            3-5 
## 5476    25,000-29,999              1000-9,999           < 1 
## 5477      2,000-2,999                      0          10-20 
## 5478    50,000-59,999                      0            3-5 
## 5479    50,000-59,999                 100-999         10-20 
## 5480      3,000-3,999                 100-999           3-5 
## 5481    80,000-89,999              1000-9,999         10-20 
## 5482      7,500-9,999                 100-999         10-20 
## 5483  100,000-124,999                    1-99         10-20 
## 5484             <NA>                    <NA>           < 1 
## 5485    30,000-39,999              1000-9,999          5-10 
## 5486             <NA>                    <NA>           1-2 
## 5487    15,000-19,999                      0            1-2 
## 5488      4,000-4,999           10,000-99,999           None
## 5489      7,500-9,999                      0            20+ 
## 5490      4,000-4,999                      0            < 1 
## 5491    40,000-49,999                 100-999           3-5 
## 5492            0-999                    1-99           3-5 
## 5493    15,000-19,999                 100-999           1-2 
## 5494      4,000-4,999                      0            1-2 
## 5495    30,000-39,999           10,000-99,999           3-5 
## 5496    15,000-19,999                      0            < 1 
## 5497      5,000-7,499                      0            < 1 
## 5498    25,000-29,999                    1-99           None
## 5499             <NA>                    <NA>           < 1 
## 5500             <NA>                    <NA>           < 1 
## 5501             <NA>                    <NA>           < 1 
## 5502    50,000-59,999           10,000-99,999          5-10 
## 5503      1,000-1,999                 100-999           1-2 
## 5504    10,000-14,999                 100-999           1-2 
## 5505      4,000-4,999                      0            < 1 
## 5506    40,000-49,999                      0          10-20 
## 5507    15,000-19,999                      0            < 1 
## 5508      1,000-1,999                 100-999           1-2 
## 5509      5,000-7,499              1000-9,999           1-2 
## 5510    30,000-39,999                 100-999           1-2 
## 5511    20,000-24,999                    1-99           1-2 
## 5512      3,000-3,999                 100-999           < 1 
## 5513             <NA>                    <NA>           1-2 
## 5514             <NA>                    <NA>           None
## 5515            0-999                      0            None
## 5516    30,000-39,999                      0            3-5 
## 5517            0-999                      0            < 1 
## 5518            0-999                      0            1-2 
## 5519    50,000-59,999           10,000-99,999          5-10 
## 5520    30,000-39,999                 100-999           3-5 
## 5521      4,000-4,999                 100-999           < 1 
## 5522      2,000-2,999                 100-999           3-5 
## 5523    25,000-29,999                 100-999           3-5 
## 5524             <NA>                    <NA>           None
## 5525    15,000-19,999                      0            3-5 
## 5526    40,000-49,999           10,000-99,999         10-20 
## 5527             <NA>                    <NA>         10-20 
## 5528            0-999                    1-99           < 1 
## 5529             <NA>                    <NA>           < 1 
## 5530    50,000-59,999                 100-999           1-2 
## 5531             <NA>                    <NA>           None
## 5532             <NA>                    <NA>           < 1 
## 5533  100,000-124,999              > 100,000            20+ 
## 5534            0-999                    1-99           None
## 5535      4,000-4,999                    1-99           3-5 
## 5536    80,000-89,999                      0          10-20 
## 5537      2,000-2,999                    1-99           3-5 
## 5538    20,000-24,999                 100-999           3-5 
## 5539             <NA>                    <NA>           None
## 5540             <NA>                    <NA>           < 1 
## 5541    30,000-39,999              1000-9,999           None
## 5542      4,000-4,999           10,000-99,999           < 1 
## 5543    20,000-24,999              > 100,000            None
## 5544      2,000-2,999                 100-999           1-2 
## 5545      2,000-2,999              1000-9,999           None
## 5546             <NA>                    <NA>           < 1 
## 5547  100,000-124,999                      0            1-2 
## 5548  125,000-149,999                      0            None
## 5549      5,000-7,499                      0            < 1 
## 5550    15,000-19,999              1000-9,999           3-5 
## 5551    50,000-59,999                 100-999           3-5 
## 5552             <NA>                    <NA>           1-2 
## 5553  100,000-124,999                      0            20+ 
## 5554             <NA>                    <NA>           None
## 5555            0-999                    1-99           < 1 
## 5556             <NA>                    <NA>           1-2 
## 5557  125,000-149,999                      0            3-5 
## 5558  125,000-149,999                      0          10-20 
## 5559    50,000-59,999                 100-999           3-5 
## 5560             <NA>                    <NA>           1-2 
## 5561             <NA>                    <NA>           < 1 
## 5562    50,000-59,999                      0            1-2 
## 5563      1,000-1,999                 100-999           < 1 
## 5564             <NA>                    <NA>           < 1 
## 5565    50,000-59,999              1000-9,999           3-5 
## 5566            0-999                      0            1-2 
## 5567    10,000-14,999              1000-9,999           3-5 
## 5568             <NA>                    <NA>           1-2 
## 5569             <NA>                    <NA>         10-20 
## 5570    30,000-39,999                      0            None
## 5571             <NA>                    <NA>           1-2 
## 5572    50,000-59,999           10,000-99,999           3-5 
## 5573  100,000-124,999           10,000-99,999         10-20 
## 5574    15,000-19,999                      0          10-20 
## 5575      3,000-3,999                      0            1-2 
## 5576    70,000-79,999           10,000-99,999           1-2 
## 5577    50,000-59,999              1000-9,999          5-10 
## 5578             <NA>                    <NA>           < 1 
## 5579             <NA>                    <NA>           1-2 
## 5580    20,000-24,999                      0            3-5 
## 5581    40,000-49,999                      0            3-5 
## 5582    15,000-19,999                 100-999           < 1 
## 5583             <NA>                    <NA>           < 1 
## 5584             <NA>                    <NA>           1-2 
## 5585    25,000-29,999           10,000-99,999           3-5 
## 5586    30,000-39,999              > 100,000           5-10 
## 5587            0-999                 100-999           3-5 
## 5588    15,000-19,999                      0            3-5 
## 5589  125,000-149,999                 100-999         10-20 
## 5590      4,000-4,999                      0            None
## 5591    40,000-49,999                      0            1-2 
## 5592             <NA>                    <NA>           1-2 
## 5593    60,000-69,999           10,000-99,999           3-5 
## 5594             <NA>                    <NA>           None
## 5595  125,000-149,999                 100-999          5-10 
## 5596    70,000-79,999           10,000-99,999         10-20 
## 5597    50,000-59,999                 100-999           < 1 
## 5598             <NA>                    <NA>         10-20 
## 5599             <NA>                    <NA>           1-2 
## 5600    80,000-89,999                      0           5-10 
## 5601             <NA>                    <NA>           None
## 5602    60,000-69,999              1000-9,999         10-20 
## 5603            0-999                 100-999         10-20 
## 5604    40,000-49,999           10,000-99,999           3-5 
## 5605             <NA>                    <NA>           < 1 
## 5606    25,000-29,999                      0            None
## 5607    30,000-39,999                      0            1-2 
## 5608             <NA>                    <NA>           3-5 
## 5609            0-999                      0            1-2 
## 5610    80,000-89,999                    1-99         10-20 
## 5611    30,000-39,999                    1-99         10-20 
## 5612             <NA>                    <NA>           < 1 
## 5613    50,000-59,999                      0           5-10 
## 5614    25,000-29,999                 100-999           < 1 
## 5615    50,000-59,999                    1-99           3-5 
## 5616            0-999                    1-99           < 1 
## 5617             <NA>                    <NA>           < 1 
## 5618             <NA>                    <NA>          5-10 
## 5619             <NA>                    <NA>           1-2 
## 5620      1,000-1,999                    1-99           1-2 
## 5621             <NA>                    <NA>           1-2 
## 5622    25,000-29,999                    1-99           None
## 5623      5,000-7,499              1000-9,999           20+ 
## 5624             <NA>                    <NA>           < 1 
## 5625    80,000-89,999              1000-9,999          5-10 
## 5626    15,000-19,999                    1-99           < 1 
## 5627    25,000-29,999                 100-999           3-5 
## 5628    90,000-99,999              1000-9,999           3-5 
## 5629    60,000-69,999                    1-99          5-10 
## 5630             <NA>                    <NA>          5-10 
## 5631    70,000-79,999                    1-99           20+ 
## 5632             <NA>                    <NA>           < 1 
## 5633      4,000-4,999                 100-999           < 1 
## 5634  125,000-149,999                 100-999           20+ 
## 5635  100,000-124,999              1000-9,999           3-5 
## 5636             <NA>                    <NA>           < 1 
## 5637             <NA>                    <NA>           < 1 
## 5638  100,000-124,999                      0           5-10 
## 5639    25,000-29,999           10,000-99,999           3-5 
## 5640    15,000-19,999              1000-9,999           1-2 
## 5641            0-999                      0            1-2 
## 5642    20,000-24,999                      0            3-5 
## 5643             <NA>                    <NA>           1-2 
## 5644             <NA>                    <NA>           1-2 
## 5645            0-999              1000-9,999           1-2 
## 5646    20,000-24,999           10,000-99,999           1-2 
## 5647    80,000-89,999                      0            < 1 
## 5648             <NA>                    <NA>           1-2 
## 5649             <NA>                    <NA>          5-10 
## 5650             <NA>                    <NA>           < 1 
## 5651  100,000-124,999           10,000-99,999         10-20 
## 5652      5,000-7,499                    1-99           1-2 
## 5653             <NA>                    <NA>           1-2 
## 5654      2,000-2,999                      0            1-2 
## 5655    60,000-69,999                 100-999           < 1 
## 5656  100,000-124,999                 100-999           None
## 5657             <NA>                    <NA>          5-10 
## 5658             <NA>                    <NA>           < 1 
## 5659    60,000-69,999                      0          10-20 
## 5660      5,000-7,499                      0            3-5 
## 5661      5,000-7,499                      0            1-2 
## 5662    10,000-14,999                      0            < 1 
## 5663    70,000-79,999                      0            20+ 
## 5664    40,000-49,999              > 100,000          10-20 
## 5665    30,000-39,999              > 100,000           5-10 
## 5666             <NA>                    <NA>           < 1 
## 5667      2,000-2,999              1000-9,999           1-2 
## 5668    80,000-89,999                    1-99           None
## 5669  125,000-149,999              1000-9,999         10-20 
## 5670            0-999                    1-99           1-2 
## 5671      1,000-1,999                 100-999           < 1 
## 5672             <NA>                    <NA>           < 1 
## 5673      7,500-9,999              1000-9,999           3-5 
## 5674  150,000-199,999           10,000-99,999           20+ 
## 5675    70,000-79,999                    1-99          5-10 
## 5676    30,000-39,999           10,000-99,999           < 1 
## 5677             <NA>                    <NA>           < 1 
## 5678    40,000-49,999              1000-9,999           3-5 
## 5679  100,000-124,999              1000-9,999          5-10 
## 5680             <NA>                    <NA>           1-2 
## 5681             <NA>                    <NA>           <NA>
## 5682            0-999                    1-99           1-2 
## 5683    15,000-19,999                 100-999           1-2 
## 5684  125,000-149,999                      0            1-2 
## 5685      1,000-1,999                      0            < 1 
## 5686             <NA>                    <NA>           1-2 
## 5687    90,000-99,999           10,000-99,999           3-5 
## 5688    20,000-24,999              1000-9,999           3-5 
## 5689            0-999              1000-9,999           None
## 5690    10,000-14,999                      0            3-5 
## 5691      1,000-1,999                      0           5-10 
## 5692    60,000-69,999                 100-999           1-2 
## 5693             <NA>                    <NA>           < 1 
## 5694             <NA>                    <NA>           3-5 
## 5695    60,000-69,999                      0            < 1 
## 5696      5,000-7,499                      0            1-2 
## 5697    10,000-14,999              1000-9,999           3-5 
## 5698    20,000-24,999           10,000-99,999           1-2 
## 5699    70,000-79,999           10,000-99,999           3-5 
## 5700    10,000-14,999           10,000-99,999           3-5 
## 5701             <NA>                    <NA>           3-5 
## 5702    10,000-14,999                    1-99           < 1 
## 5703             <NA>                    <NA>           < 1 
## 5704      1,000-1,999                      0            < 1 
## 5705    50,000-59,999                      0            1-2 
## 5706      4,000-4,999                    1-99           3-5 
## 5707    15,000-19,999                      0            < 1 
## 5708    30,000-39,999              > 100,000          10-20 
## 5709  100,000-124,999           10,000-99,999          5-10 
## 5710    60,000-69,999                 100-999           1-2 
## 5711  125,000-149,999              1000-9,999          5-10 
## 5712            0-999                      0            < 1 
## 5713      1,000-1,999                 100-999           1-2 
## 5714    90,000-99,999              > 100,000            < 1 
## 5715    30,000-39,999           10,000-99,999           3-5 
## 5716    80,000-89,999           10,000-99,999          5-10 
## 5717      5,000-7,499                    1-99           1-2 
## 5718    20,000-24,999                      0            1-2 
## 5719  150,000-199,999              1000-9,999           1-2 
## 5720             <NA>                    <NA>           < 1 
## 5721             <NA>                    <NA>           < 1 
## 5722    10,000-14,999                 100-999           3-5 
## 5723    10,000-14,999                 100-999          5-10 
## 5724            0-999                      0            None
## 5725             <NA>                    <NA>          5-10 
## 5726             <NA>                    <NA>           < 1 
## 5727    10,000-14,999                 100-999           1-2 
## 5728             <NA>                    <NA>           1-2 
## 5729    10,000-14,999              1000-9,999         10-20 
## 5730    40,000-49,999              > 100,000           5-10 
## 5731    90,000-99,999                 100-999           None
## 5732             <NA>                    <NA>           1-2 
## 5733    70,000-79,999              1000-9,999           3-5 
## 5734            0-999                    1-99           None
## 5735    70,000-79,999                      0            1-2 
## 5736    10,000-14,999                    1-99           3-5 
## 5737      1,000-1,999              1000-9,999           1-2 
## 5738      5,000-7,499                      0            < 1 
## 5739  100,000-124,999              > 100,000           5-10 
## 5740      1,000-1,999                      0            3-5 
## 5741    20,000-24,999                 100-999           3-5 
## 5742             <NA>                    <NA>           < 1 
## 5743  125,000-149,999           10,000-99,999          5-10 
## 5744            0-999                      0            None
## 5745             <NA>                    <NA>           < 1 
## 5746      3,000-3,999                      0            1-2 
## 5747             <NA>                    <NA>           1-2 
## 5748             <NA>                    <NA>           1-2 
## 5749    40,000-49,999                    1-99          5-10 
## 5750      7,500-9,999              1000-9,999           < 1 
## 5751             <NA>                    <NA>           3-5 
## 5752      2,000-2,999                 100-999           < 1 
## 5753      5,000-7,499                      0            None
## 5754    25,000-29,999                      0            None
## 5755             <NA>                    <NA>           < 1 
## 5756             <NA>                    <NA>           1-2 
## 5757      1,000-1,999              1000-9,999           3-5 
## 5758    25,000-29,999                      0           5-10 
## 5759    10,000-14,999              1000-9,999           1-2 
## 5760             <NA>                    <NA>           < 1 
## 5761             <NA>                    <NA>           1-2 
## 5762  125,000-149,999              > 100,000            1-2 
## 5763             <NA>                    <NA>           < 1 
## 5764             <NA>                    <NA>          5-10 
## 5765    10,000-14,999           10,000-99,999           3-5 
## 5766  125,000-149,999           10,000-99,999           1-2 
## 5767    70,000-79,999              > 100,000            1-2 
## 5768             <NA>                    <NA>           None
## 5769             <NA>                    <NA>           < 1 
## 5770    40,000-49,999                      0            20+ 
## 5771            0-999                      0            1-2 
## 5772    20,000-24,999                 100-999          5-10 
## 5773  150,000-199,999              > 100,000          10-20 
## 5774      1,000-1,999                      0            1-2 
## 5775      4,000-4,999                      0            None
## 5776      1,000-1,999                 100-999           3-5 
## 5777    20,000-24,999              > 100,000           5-10 
## 5778    10,000-14,999                      0            1-2 
## 5779             <NA>                    <NA>           < 1 
## 5780    20,000-24,999                      0            3-5 
## 5781    30,000-39,999                    1-99           1-2 
## 5782    30,000-39,999              > 100,000            < 1 
## 5783    20,000-24,999                      0           5-10 
## 5784  150,000-199,999              > 100,000           5-10 
## 5785             <NA>                    <NA>           < 1 
## 5786    10,000-14,999                      0            None
## 5787             <NA>                    <NA>           < 1 
## 5788    20,000-24,999                      0            < 1 
## 5789      2,000-2,999                    1-99           1-2 
## 5790             <NA>                    <NA>           1-2 
## 5791  125,000-149,999              1000-9,999          5-10 
## 5792             <NA>                    <NA>           1-2 
## 5793             <NA>                    <NA>           1-2 
## 5794      7,500-9,999                    1-99           1-2 
## 5795    30,000-39,999                 100-999          5-10 
## 5796            0-999              1000-9,999          5-10 
## 5797             <NA>                    <NA>           3-5 
## 5798    50,000-59,999           10,000-99,999          5-10 
## 5799    10,000-14,999              1000-9,999         10-20 
## 5800    40,000-49,999                    1-99           3-5 
## 5801    60,000-69,999                 100-999          5-10 
## 5802             <NA>                    <NA>           < 1 
## 5803             <NA>                    <NA>           < 1 
## 5804      2,000-2,999              1000-9,999           1-2 
## 5805    10,000-14,999                      0            1-2 
## 5806  100,000-124,999              1000-9,999           1-2 
## 5807    25,000-29,999           10,000-99,999           3-5 
## 5808    50,000-59,999           10,000-99,999           20+ 
## 5809    15,000-19,999                 100-999           3-5 
## 5810  125,000-149,999              > 100,000           5-10 
## 5811      5,000-7,499                    1-99           1-2 
## 5812             <NA>                    <NA>           1-2 
## 5813  150,000-199,999           10,000-99,999           3-5 
## 5814    30,000-39,999              1000-9,999          5-10 
## 5815            0-999                    1-99          5-10 
## 5816    10,000-14,999              1000-9,999           20+ 
## 5817      7,500-9,999                    1-99           < 1 
## 5818        > 500,000              > 100,000            20+ 
## 5819             <NA>                    <NA>           < 1 
## 5820  100,000-124,999              1000-9,999           3-5 
## 5821    40,000-49,999              > 100,000            < 1 
## 5822            0-999                    1-99           1-2 
## 5823    20,000-24,999              1000-9,999           1-2 
## 5824      1,000-1,999              > 100,000            < 1 
## 5825      5,000-7,499                    1-99           1-2 
## 5826  100,000-124,999              1000-9,999           3-5 
## 5827    10,000-14,999                      0            3-5 
## 5828    50,000-59,999                    1-99           3-5 
## 5829    15,000-19,999                      0            < 1 
## 5830  150,000-199,999                      0            3-5 
## 5831    20,000-24,999                 100-999           1-2 
## 5832             <NA>                    <NA>          5-10 
## 5833             <NA>                    <NA>           1-2 
## 5834    30,000-39,999              1000-9,999           3-5 
## 5835             <NA>                    <NA>           3-5 
## 5836  300,000-500,000              > 100,000          10-20 
## 5837    40,000-49,999                      0          10-20 
## 5838    20,000-24,999                      0            3-5 
## 5839    10,000-14,999                 100-999           1-2 
## 5840      5,000-7,499              1000-9,999           < 1 
## 5841      3,000-3,999                    1-99         10-20 
## 5842    90,000-99,999           10,000-99,999          5-10 
## 5843  200,000-249,999                      0            20+ 
## 5844    90,000-99,999              1000-9,999           1-2 
## 5845  125,000-149,999              1000-9,999           20+ 
## 5846      5,000-7,499              1000-9,999           1-2 
## 5847  200,000-249,999              > 100,000          10-20 
## 5848             <NA>                    <NA>           < 1 
## 5849    30,000-39,999                      0           5-10 
## 5850             <NA>                    <NA>           3-5 
## 5851             <NA>                    <NA>           < 1 
## 5852    60,000-69,999                 100-999           3-5 
## 5853    40,000-49,999           10,000-99,999          5-10 
## 5854  125,000-149,999                      0            20+ 
## 5855             <NA>                    <NA>           < 1 
## 5856             <NA>                    <NA>           < 1 
## 5857    20,000-24,999                 100-999           < 1 
## 5858    10,000-14,999                 100-999           1-2 
## 5859             <NA>                    <NA>           < 1 
## 5860      2,000-2,999                 100-999           3-5 
## 5861    90,000-99,999              > 100,000           5-10 
## 5862    10,000-14,999                      0            3-5 
## 5863        > 500,000              > 100,000            20+ 
## 5864      1,000-1,999              1000-9,999           1-2 
## 5865             <NA>                    <NA>           1-2 
## 5866  100,000-124,999              1000-9,999         10-20 
## 5867             <NA>                    <NA>           3-5 
## 5868    10,000-14,999           10,000-99,999         10-20 
## 5869             <NA>                    <NA>           < 1 
## 5870    50,000-59,999              1000-9,999          5-10 
## 5871    80,000-89,999                      0           5-10 
## 5872  100,000-124,999              > 100,000            1-2 
## 5873    30,000-39,999                      0           5-10 
## 5874             <NA>                    <NA>           3-5 
## 5875    60,000-69,999              1000-9,999           3-5 
## 5876    10,000-14,999                    1-99           1-2 
## 5877            0-999           10,000-99,999         10-20 
## 5878  100,000-124,999                      0           5-10 
## 5879    20,000-24,999                    1-99           < 1 
## 5880      4,000-4,999                    1-99           < 1 
## 5881      1,000-1,999              1000-9,999           1-2 
## 5882      5,000-7,499                      0            1-2 
## 5883            0-999                    1-99           3-5 
## 5884  200,000-249,999              > 100,000            3-5 
## 5885            0-999                      0           5-10 
## 5886             <NA>                    <NA>           3-5 
## 5887    70,000-79,999              > 100,000            20+ 
## 5888    30,000-39,999                 100-999           3-5 
## 5889  150,000-199,999              > 100,000            3-5 
## 5890    50,000-59,999              1000-9,999          5-10 
## 5891    60,000-69,999                      0            1-2 
## 5892    70,000-79,999                      0            3-5 
## 5893    30,000-39,999              1000-9,999           1-2 
## 5894  100,000-124,999                      0            1-2 
## 5895      4,000-4,999                      0           5-10 
## 5896             <NA>                    <NA>           < 1 
## 5897             <NA>                    <NA>           < 1 
## 5898    25,000-29,999              1000-9,999           3-5 
## 5899             <NA>                    <NA>           < 1 
## 5900    70,000-79,999              > 100,000           5-10 
## 5901            0-999                      0            < 1 
## 5902    70,000-79,999                 100-999          5-10 
## 5903             <NA>                    <NA>           None
## 5904    50,000-59,999                      0            None
## 5905             <NA>                    <NA>           < 1 
## 5906    80,000-89,999              1000-9,999           1-2 
## 5907    20,000-24,999                 100-999           1-2 
## 5908    30,000-39,999                 100-999           3-5 
## 5909      3,000-3,999                    1-99           1-2 
## 5910  150,000-199,999                    1-99           3-5 
## 5911    50,000-59,999                      0            < 1 
## 5912    30,000-39,999                      0           5-10 
## 5913    60,000-69,999           10,000-99,999          5-10 
## 5914      1,000-1,999              1000-9,999         10-20 
## 5915    40,000-49,999                    1-99           3-5 
## 5916  100,000-124,999              > 100,000          10-20 
## 5917  125,000-149,999              > 100,000          10-20 
## 5918    70,000-79,999           10,000-99,999         10-20 
## 5919  150,000-199,999              1000-9,999          5-10 
## 5920  125,000-149,999           10,000-99,999          5-10 
## 5921    30,000-39,999              > 100,000           5-10 
## 5922    60,000-69,999                      0            3-5 
## 5923            0-999                    1-99           1-2 
## 5924             <NA>                    <NA>           < 1 
## 5925    40,000-49,999              1000-9,999         10-20 
## 5926             <NA>                    <NA>           < 1 
## 5927  150,000-199,999              1000-9,999          5-10 
## 5928             <NA>                    <NA>           1-2 
## 5929  150,000-199,999              1000-9,999           20+ 
## 5930    60,000-69,999              1000-9,999           1-2 
## 5931  125,000-149,999                    1-99         10-20 
## 5932    60,000-69,999              1000-9,999         10-20 
## 5933    50,000-59,999              1000-9,999           3-5 
## 5934  100,000-124,999              > 100,000          10-20 
## 5935  100,000-124,999              > 100,000            3-5 
## 5936    70,000-79,999                    1-99           1-2 
## 5937  125,000-149,999              > 100,000          10-20 
## 5938    50,000-59,999                      0           5-10 
## 5939             <NA>                    <NA>           1-2 
## 5940    40,000-49,999              1000-9,999           < 1 
## 5941             <NA>                    <NA>           < 1 
## 5942    20,000-24,999                 100-999           1-2 
## 5943      3,000-3,999                    1-99           < 1 
## 5944    70,000-79,999                      0            3-5 
## 5945             <NA>                    <NA>           1-2 
## 5946    40,000-49,999                    1-99          5-10 
## 5947  125,000-149,999                      0           5-10 
## 5948  150,000-199,999              1000-9,999           3-5 
## 5949             <NA>                    <NA>           < 1 
## 5950            0-999              1000-9,999         10-20 
## 5951      5,000-7,499              1000-9,999           3-5 
## 5952    50,000-59,999                      0           5-10 
## 5953    70,000-79,999           10,000-99,999           3-5 
## 5954    70,000-79,999                      0           5-10 
## 5955    80,000-89,999                      0            1-2 
## 5956            0-999                      0            1-2 
## 5957    50,000-59,999                 100-999           20+ 
## 5958  150,000-199,999              > 100,000            3-5 
## 5959             <NA>                    <NA>           3-5 
## 5960    80,000-89,999                 100-999           1-2 
## 5961  200,000-249,999           10,000-99,999           20+ 
## 5962    70,000-79,999                 100-999           1-2 
## 5963            0-999                    1-99           1-2 
## 5964    70,000-79,999              1000-9,999         10-20 
## 5965             <NA>                    <NA>           1-2 
## 5966  150,000-199,999              > 100,000          10-20 
## 5967  125,000-149,999              1000-9,999          5-10 
## 5968    15,000-19,999                    1-99          5-10 
## 5969      4,000-4,999                      0            < 1 
## 5970      2,000-2,999                 100-999           3-5 
## 5971    70,000-79,999                      0            1-2 
## 5972  100,000-124,999                      0          10-20 
## 5973    50,000-59,999              1000-9,999           3-5 
## 5974             <NA>                    <NA>           3-5 
## 5975      2,000-2,999              1000-9,999           1-2 
## 5976    40,000-49,999                 100-999           1-2 
## 5977    20,000-24,999                      0            < 1 
## 5978  125,000-149,999                      0           5-10 
## 5979    40,000-49,999                      0            1-2 
## 5980             <NA>                    <NA>          5-10 
## 5981    10,000-14,999                      0            3-5 
## 5982  100,000-124,999                      0            3-5 
## 5983    70,000-79,999              1000-9,999          5-10 
## 5984            0-999                 100-999           3-5 
## 5985  125,000-149,999                    1-99         10-20 
## 5986    40,000-49,999                 100-999           < 1 
## 5987            0-999                      0            < 1 
## 5988  100,000-124,999                 100-999           3-5 
## 5989      5,000-7,499              1000-9,999           3-5 
## 5990  100,000-124,999              1000-9,999          5-10 
## 5991    50,000-59,999                      0           5-10 
## 5992    20,000-24,999                      0          10-20 
## 5993             <NA>                    <NA>           < 1 
## 5994            0-999                 100-999           1-2 
## 5995      5,000-7,499              1000-9,999          5-10 
## 5996             <NA>                    <NA>           1-2 
## 5997    80,000-89,999                      0            3-5 
## 5998    40,000-49,999                 100-999           3-5 
## 5999             <NA>                    <NA>           < 1 
## 6000             <NA>                    <NA>           3-5 
## 6001             <NA>                    <NA>           < 1 
## 6002      3,000-3,999              > 100,000           5-10 
## 6003             <NA>                    <NA>           < 1 
## 6004    40,000-49,999                      0          10-20 
## 6005      7,500-9,999                      0            None
## 6006    80,000-89,999              1000-9,999           3-5 
## 6007             <NA>                    <NA>           1-2 
## 6008  100,000-124,999              1000-9,999         10-20 
## 6009      4,000-4,999                 100-999           1-2 
## 6010      3,000-3,999                      0            < 1 
## 6011  125,000-149,999                      0            3-5 
## 6012      7,500-9,999                      0            None
## 6013      3,000-3,999                 100-999           1-2 
## 6014    10,000-14,999              > 100,000            3-5 
## 6015             <NA>                    <NA>           < 1 
## 6016    70,000-79,999                 100-999           20+ 
## 6017      2,000-2,999                 100-999           1-2 
## 6018             <NA>                    <NA>           1-2 
## 6019             <NA>                    <NA>           3-5 
## 6020             <NA>                    <NA>           None
## 6021             <NA>                    <NA>           < 1 
## 6022            0-999              1000-9,999           None
## 6023            0-999                      0            None
## 6024  100,000-124,999           10,000-99,999         10-20 
## 6025  125,000-149,999                      0            20+ 
## 6026             <NA>                    <NA>           < 1 
## 6027      2,000-2,999              1000-9,999          5-10 
## 6028    20,000-24,999              > 100,000           5-10 
## 6029    80,000-89,999                 100-999          5-10 
## 6030      5,000-7,499                 100-999           1-2 
## 6031    90,000-99,999                 100-999           3-5 
## 6032             <NA>                    <NA>           1-2 
## 6033  100,000-124,999                 100-999          5-10 
## 6034             <NA>                    <NA>           None
## 6035            0-999                    1-99           1-2 
## 6036    20,000-24,999                      0            1-2 
## 6037    10,000-14,999                    1-99           1-2 
## 6038             <NA>                    <NA>           1-2 
## 6039    15,000-19,999                 100-999           < 1 
## 6040             <NA>                    <NA>           1-2 
## 6041             <NA>                    <NA>           1-2 
## 6042            0-999                    1-99           < 1 
## 6043             <NA>                    <NA>           < 1 
## 6044  100,000-124,999              > 100,000          10-20 
## 6045    90,000-99,999           10,000-99,999          5-10 
## 6046             <NA>                    <NA>           < 1 
## 6047            0-999                      0            None
## 6048    60,000-69,999                      0          10-20 
## 6049      1,000-1,999              1000-9,999           1-2 
## 6050    30,000-39,999                    1-99           None
## 6051    40,000-49,999                      0            1-2 
## 6052    25,000-29,999              1000-9,999           3-5 
## 6053      5,000-7,499                      0            3-5 
## 6054             <NA>                    <NA>           < 1 
## 6055            0-999                      0            < 1 
## 6056             <NA>                    <NA>           None
## 6057      2,000-2,999           10,000-99,999           < 1 
## 6058      1,000-1,999                      0            3-5 
## 6059    15,000-19,999           10,000-99,999           1-2 
## 6060      1,000-1,999                      0            1-2 
## 6061             <NA>                    <NA>           < 1 
## 6062    25,000-29,999                      0           5-10 
## 6063      5,000-7,499                    1-99         10-20 
## 6064      7,500-9,999              > 100,000            1-2 
## 6065    30,000-39,999              1000-9,999          5-10 
## 6066    90,000-99,999                 100-999         10-20 
## 6067    50,000-59,999              1000-9,999         10-20 
## 6068      1,000-1,999                      0            None
## 6069             <NA>                    <NA>           < 1 
## 6070    40,000-49,999                 100-999         10-20 
## 6071            0-999                      0            < 1 
## 6072    70,000-79,999           10,000-99,999           3-5 
## 6073             <NA>                    <NA>           < 1 
## 6074    40,000-49,999           10,000-99,999           1-2 
## 6075             <NA>                    <NA>           < 1 
## 6076             <NA>                    <NA>           < 1 
## 6077    90,000-99,999                 100-999         10-20 
## 6078             <NA>                    <NA>           3-5 
## 6079  200,000-249,999                      0            20+ 
## 6080    40,000-49,999           10,000-99,999          5-10 
## 6081    50,000-59,999                      0            3-5 
## 6082    50,000-59,999              > 100,000           5-10 
## 6083             <NA>                    <NA>           None
## 6084    30,000-39,999                 100-999           3-5 
## 6085             <NA>                    <NA>           < 1 
## 6086             <NA>                    <NA>           < 1 
## 6087             <NA>                    <NA>           1-2 
## 6088    20,000-24,999                      0           5-10 
## 6089    10,000-14,999                      0            < 1 
## 6090    30,000-39,999                      0            1-2 
## 6091    25,000-29,999                 100-999           3-5 
## 6092             <NA>                    <NA>           1-2 
## 6093             <NA>                    <NA>           None
## 6094      1,000-1,999                      0            < 1 
## 6095      3,000-3,999                      0            < 1 
## 6096            0-999                      0            < 1 
## 6097    15,000-19,999                      0            1-2 
## 6098    25,000-29,999                      0            < 1 
## 6099             <NA>                    <NA>           1-2 
## 6100            0-999                      0            < 1 
## 6101  100,000-124,999              > 100,000            3-5 
## 6102             <NA>                    <NA>           < 1 
## 6103             <NA>                    <NA>           1-2 
## 6104    40,000-49,999                 100-999           20+ 
## 6105    25,000-29,999                 100-999           3-5 
## 6106             <NA>                    <NA>           < 1 
## 6107      3,000-3,999                      0            < 1 
## 6108             <NA>                    <NA>           3-5 
## 6109    10,000-14,999                 100-999           1-2 
## 6110            0-999                    1-99           None
## 6111    80,000-89,999           10,000-99,999          5-10 
## 6112             <NA>                    <NA>           < 1 
## 6113  125,000-149,999           10,000-99,999           20+ 
## 6114            0-999                      0            1-2 
## 6115  150,000-199,999           10,000-99,999           3-5 
## 6116            0-999              1000-9,999           < 1 
## 6117  200,000-249,999                      0           5-10 
## 6118      5,000-7,499              1000-9,999           1-2 
## 6119      7,500-9,999                    1-99           1-2 
## 6120    10,000-14,999              1000-9,999           3-5 
## 6121      4,000-4,999              1000-9,999           < 1 
## 6122             <NA>                    <NA>           < 1 
## 6123             <NA>                    <NA>           1-2 
## 6124            0-999                      0            None
## 6125    40,000-49,999                 100-999           < 1 
## 6126    80,000-89,999              > 100,000            3-5 
## 6127      3,000-3,999              1000-9,999           < 1 
## 6128  200,000-249,999              > 100,000            20+ 
## 6129    70,000-79,999              1000-9,999           3-5 
## 6130    40,000-49,999                    1-99           3-5 
## 6131  100,000-124,999           10,000-99,999          5-10 
## 6132             <NA>                    <NA>           < 1 
## 6133    10,000-14,999                      0            < 1 
## 6134    10,000-14,999                 100-999           1-2 
## 6135    80,000-89,999                 100-999         10-20 
## 6136             <NA>                    <NA>           None
## 6137  150,000-199,999              1000-9,999           20+ 
## 6138             <NA>                    <NA>          5-10 
## 6139    50,000-59,999                    1-99           1-2 
## 6140    60,000-69,999              1000-9,999         10-20 
## 6141  250,000-299,999                      0           5-10 
## 6142  150,000-199,999           10,000-99,999         10-20 
## 6143    60,000-69,999              1000-9,999           3-5 
## 6144    90,000-99,999                    1-99           3-5 
## 6145    70,000-79,999                 100-999           1-2 
## 6146    10,000-14,999                      0            < 1 
## 6147    60,000-69,999                      0            1-2 
## 6148    70,000-79,999                      0            < 1 
## 6149             <NA>                    <NA>           1-2 
## 6150            0-999                 100-999           < 1 
## 6151    90,000-99,999              1000-9,999         10-20 
## 6152    70,000-79,999              1000-9,999           < 1 
## 6153      4,000-4,999                 100-999           < 1 
## 6154    25,000-29,999              1000-9,999          5-10 
## 6155  150,000-199,999                      0           5-10 
## 6156    90,000-99,999           10,000-99,999          5-10 
## 6157    90,000-99,999                      0            3-5 
## 6158      3,000-3,999                    1-99           1-2 
## 6159      4,000-4,999           10,000-99,999           < 1 
## 6160  150,000-199,999           10,000-99,999         10-20 
## 6161             <NA>                    <NA>           3-5 
## 6162             <NA>                    <NA>           < 1 
## 6163             <NA>                    <NA>           1-2 
## 6164  300,000-500,000              > 100,000            20+ 
## 6165    40,000-49,999              1000-9,999           3-5 
## 6166      3,000-3,999                      0            3-5 
## 6167    10,000-14,999                 100-999           3-5 
## 6168  125,000-149,999              1000-9,999           1-2 
## 6169             <NA>                    <NA>           3-5 
## 6170  125,000-149,999              > 100,000            20+ 
## 6171    30,000-39,999                 100-999          5-10 
## 6172      1,000-1,999                      0            < 1 
## 6173    40,000-49,999                 100-999           3-5 
## 6174    60,000-69,999                      0            < 1 
## 6175      1,000-1,999                      0           5-10 
## 6176             <NA>                    <NA>           < 1 
## 6177    60,000-69,999                    1-99          5-10 
## 6178    15,000-19,999                    1-99           1-2 
## 6179             <NA>                    <NA>           3-5 
## 6180             <NA>                    <NA>          5-10 
## 6181    40,000-49,999                      0            3-5 
## 6182    40,000-49,999              1000-9,999           3-5 
## 6183    90,000-99,999                 100-999          5-10 
## 6184    10,000-14,999                      0            1-2 
## 6185    20,000-24,999                    1-99           1-2 
## 6186  200,000-249,999                      0           5-10 
## 6187    50,000-59,999              > 100,000           5-10 
## 6188             <NA>                    <NA>           < 1 
## 6189             <NA>                    <NA>           None
## 6190      2,000-2,999                    1-99          5-10 
## 6191  200,000-249,999                 100-999          5-10 
## 6192    30,000-39,999              > 100,000            1-2 
## 6193    20,000-24,999                 100-999           3-5 
## 6194    15,000-19,999                      0            1-2 
## 6195    80,000-89,999                      0            None
## 6196    70,000-79,999                      0            1-2 
## 6197    80,000-89,999                      0            < 1 
## 6198      2,000-2,999                      0            < 1 
## 6199    70,000-79,999              1000-9,999         10-20 
## 6200      4,000-4,999                 100-999           3-5 
## 6201             <NA>                    <NA>           < 1 
## 6202  100,000-124,999              > 100,000            3-5 
## 6203    30,000-39,999              1000-9,999          5-10 
## 6204    80,000-89,999           10,000-99,999         10-20 
## 6205    15,000-19,999                      0            3-5 
## 6206             <NA>                    <NA>           < 1 
## 6207    30,000-39,999                 100-999           3-5 
## 6208  100,000-124,999              1000-9,999           < 1 
## 6209      1,000-1,999                      0            1-2 
## 6210      5,000-7,499                    1-99           1-2 
## 6211    50,000-59,999                    1-99           1-2 
## 6212  150,000-199,999              > 100,000            20+ 
## 6213      4,000-4,999                    1-99          5-10 
## 6214  100,000-124,999              1000-9,999           1-2 
## 6215      5,000-7,499                 100-999           < 1 
## 6216    90,000-99,999                      0          10-20 
## 6217  100,000-124,999                      0            3-5 
## 6218      5,000-7,499                      0           5-10 
## 6219             <NA>                    <NA>         10-20 
## 6220    25,000-29,999                      0            None
## 6221    50,000-59,999              1000-9,999           1-2 
## 6222    90,000-99,999                      0          10-20 
## 6223    10,000-14,999                    1-99          5-10 
## 6224    60,000-69,999                 100-999           < 1 
## 6225    40,000-49,999                      0           5-10 
## 6226    50,000-59,999                      0           5-10 
## 6227  100,000-124,999           10,000-99,999         10-20 
## 6228             <NA>                    <NA>           1-2 
## 6229    15,000-19,999           10,000-99,999           3-5 
## 6230            0-999                 100-999           < 1 
## 6231             <NA>                    <NA>           None
## 6232      1,000-1,999                    1-99           < 1 
## 6233  125,000-149,999           10,000-99,999         10-20 
## 6234  150,000-199,999              1000-9,999          5-10 
## 6235    40,000-49,999                 100-999           3-5 
## 6236    40,000-49,999                      0          10-20 
## 6237      2,000-2,999                      0            1-2 
## 6238  100,000-124,999           10,000-99,999           1-2 
## 6239            0-999                 100-999           None
## 6240      3,000-3,999              > 100,000           5-10 
## 6241             <NA>                    <NA>           1-2 
## 6242  100,000-124,999                      0            < 1 
## 6243             <NA>                    <NA>           3-5 
## 6244             <NA>                    <NA>           1-2 
## 6245    80,000-89,999                      0            20+ 
## 6246  100,000-124,999              1000-9,999           < 1 
## 6247             <NA>                    <NA>           3-5 
## 6248    60,000-69,999              1000-9,999           3-5 
## 6249  100,000-124,999                 100-999         10-20 
## 6250    40,000-49,999                 100-999           3-5 
## 6251    80,000-89,999                      0          10-20 
## 6252            0-999                 100-999           1-2 
## 6253  100,000-124,999              1000-9,999           < 1 
## 6254            0-999                    1-99           3-5 
## 6255      2,000-2,999                      0            1-2 
## 6256    90,000-99,999           10,000-99,999          5-10 
## 6257             <NA>                    <NA>           3-5 
## 6258    30,000-39,999                      0            3-5 
## 6259  150,000-199,999                      0            < 1 
## 6260  125,000-149,999              1000-9,999           None
## 6261    30,000-39,999                      0           5-10 
## 6262    90,000-99,999           10,000-99,999           20+ 
## 6263    80,000-89,999           10,000-99,999         10-20 
## 6264             <NA>                    <NA>           1-2 
## 6265  150,000-199,999              > 100,000           5-10 
## 6266    30,000-39,999              > 100,000           5-10 
## 6267  300,000-500,000              > 100,000          10-20 
## 6268    60,000-69,999              1000-9,999          5-10 
## 6269             <NA>                    <NA>           < 1 
## 6270    80,000-89,999              1000-9,999          5-10 
## 6271             <NA>                    <NA>         10-20 
## 6272             <NA>                    <NA>           3-5 
## 6273    10,000-14,999              > 100,000            3-5 
## 6274  200,000-249,999           10,000-99,999         10-20 
## 6275      3,000-3,999                      0            None
## 6276    15,000-19,999                    1-99           1-2 
## 6277  100,000-124,999                      0            3-5 
## 6278  150,000-199,999              1000-9,999          5-10 
## 6279    25,000-29,999                      0            3-5 
## 6280             <NA>                    <NA>           1-2 
## 6281    90,000-99,999                      0            20+ 
## 6282      3,000-3,999                      0            None
## 6283    80,000-89,999              1000-9,999          5-10 
## 6284    90,000-99,999                      0           5-10 
## 6285             <NA>                    <NA>           < 1 
## 6286    70,000-79,999                      0            3-5 
## 6287    60,000-69,999                    1-99           3-5 
## 6288    10,000-14,999                    1-99           3-5 
## 6289             <NA>                    <NA>           < 1 
## 6290      7,500-9,999              1000-9,999           1-2 
## 6291             <NA>                    <NA>           None
## 6292  150,000-199,999                      0            20+ 
## 6293    50,000-59,999                 100-999           None
## 6294            0-999              1000-9,999           1-2 
## 6295             <NA>                    <NA>           < 1 
## 6296             <NA>                    <NA>           < 1 
## 6297             <NA>                    <NA>           None
## 6298        > 500,000           10,000-99,999           3-5 
## 6299      5,000-7,499              1000-9,999           1-2 
## 6300    10,000-14,999                      0            None
## 6301    10,000-14,999                      0            3-5 
## 6302  125,000-149,999           10,000-99,999           3-5 
## 6303             <NA>                    <NA>           < 1 
## 6304    20,000-24,999                      0            None
## 6305      5,000-7,499              1000-9,999           3-5 
## 6306            0-999                 100-999           1-2 
## 6307             <NA>                    <NA>           1-2 
## 6308  125,000-149,999              > 100,000            3-5 
## 6309  100,000-124,999           10,000-99,999          5-10 
## 6310    60,000-69,999                      0          10-20 
## 6311             <NA>                    <NA>           1-2 
## 6312             <NA>                    <NA>           < 1 
## 6313            0-999                 100-999           < 1 
## 6314    15,000-19,999                 100-999           1-2 
## 6315             <NA>                    <NA>           1-2 
## 6316    50,000-59,999                      0           5-10 
## 6317    20,000-24,999                      0           5-10 
## 6318      5,000-7,499                      0            < 1 
## 6319    30,000-39,999                    1-99           3-5 
## 6320    60,000-69,999              1000-9,999           3-5 
## 6321    30,000-39,999           10,000-99,999         10-20 
## 6322    50,000-59,999              1000-9,999          5-10 
## 6323    70,000-79,999                      0            3-5 
## 6324      2,000-2,999                 100-999          5-10 
## 6325    25,000-29,999                    1-99          5-10 
## 6326             <NA>                    <NA>           < 1 
## 6327    60,000-69,999                      0            3-5 
## 6328    50,000-59,999              1000-9,999           3-5 
## 6329    80,000-89,999                 100-999         10-20 
## 6330    30,000-39,999              1000-9,999          5-10 
## 6331             <NA>                    <NA>           < 1 
## 6332    10,000-14,999                      0            3-5 
## 6333             <NA>                    <NA>          5-10 
## 6334      3,000-3,999                    1-99           1-2 
## 6335    50,000-59,999                      0           5-10 
## 6336    70,000-79,999                      0           5-10 
## 6337    60,000-69,999           10,000-99,999           None
## 6338             <NA>                    <NA>           < 1 
## 6339    30,000-39,999                      0            1-2 
## 6340    10,000-14,999              1000-9,999           1-2 
## 6341    50,000-59,999                    1-99           < 1 
## 6342    10,000-14,999                      0            < 1 
## 6343  125,000-149,999                    1-99         10-20 
## 6344  200,000-249,999           10,000-99,999         10-20 
## 6345  150,000-199,999              > 100,000           5-10 
## 6346    90,000-99,999                 100-999          5-10 
## 6347             <NA>                    <NA>           3-5 
## 6348            0-999                      0            None
## 6349  100,000-124,999                      0            20+ 
## 6350             <NA>                    <NA>           < 1 
## 6351  125,000-149,999              > 100,000            1-2 
## 6352    90,000-99,999              > 100,000           5-10 
## 6353      7,500-9,999                 100-999           1-2 
## 6354    40,000-49,999              1000-9,999           1-2 
## 6355            0-999                      0            1-2 
## 6356      5,000-7,499                      0            1-2 
## 6357            0-999              1000-9,999           1-2 
## 6358      1,000-1,999                      0            None
## 6359             <NA>                    <NA>           1-2 
## 6360    30,000-39,999                    1-99           < 1 
## 6361  125,000-149,999              1000-9,999          5-10 
## 6362  100,000-124,999              > 100,000            3-5 
## 6363      2,000-2,999              1000-9,999         10-20 
## 6364      3,000-3,999                 100-999           1-2 
## 6365             <NA>                    <NA>           < 1 
## 6366             <NA>                    <NA>           1-2 
## 6367      7,500-9,999                      0            1-2 
## 6368    70,000-79,999                      0            3-5 
## 6369  125,000-149,999              > 100,000            3-5 
## 6370    40,000-49,999                 100-999          5-10 
## 6371      4,000-4,999           10,000-99,999           3-5 
## 6372            0-999                    1-99           1-2 
## 6373            0-999                      0            < 1 
## 6374    20,000-24,999                      0           5-10 
## 6375            0-999                    1-99           < 1 
## 6376    10,000-14,999                    1-99           1-2 
## 6377    70,000-79,999           10,000-99,999           3-5 
## 6378    20,000-24,999                 100-999           3-5 
## 6379  125,000-149,999              1000-9,999           1-2 
## 6380    70,000-79,999                 100-999           1-2 
## 6381      7,500-9,999           10,000-99,999           < 1 
## 6382             <NA>                    <NA>           3-5 
## 6383    60,000-69,999                 100-999           None
## 6384  100,000-124,999                 100-999          5-10 
## 6385      7,500-9,999              1000-9,999           < 1 
## 6386  150,000-199,999           10,000-99,999          5-10 
## 6387  250,000-299,999           10,000-99,999           20+ 
## 6388  100,000-124,999           10,000-99,999         10-20 
## 6389    60,000-69,999                      0            < 1 
## 6390             <NA>                    <NA>           < 1 
## 6391    50,000-59,999                      0           5-10 
## 6392    20,000-24,999                    1-99           3-5 
## 6393    10,000-14,999                 100-999           3-5 
## 6394            0-999                      0            < 1 
## 6395      5,000-7,499           10,000-99,999           3-5 
## 6396  100,000-124,999           10,000-99,999         10-20 
## 6397  100,000-124,999                 100-999           3-5 
## 6398             <NA>                    <NA>           < 1 
## 6399             <NA>                    <NA>           None
## 6400             <NA>                    <NA>           < 1 
## 6401    15,000-19,999              1000-9,999           3-5 
## 6402  150,000-199,999           10,000-99,999           3-5 
## 6403      2,000-2,999                 100-999           < 1 
## 6404    80,000-89,999                    1-99          5-10 
## 6405      1,000-1,999                 100-999           < 1 
## 6406    80,000-89,999                 100-999           3-5 
## 6407            0-999                 100-999         10-20 
## 6408    25,000-29,999           10,000-99,999          5-10 
## 6409             <NA>                    <NA>          5-10 
## 6410             <NA>                    <NA>           1-2 
## 6411            0-999                 100-999           < 1 
## 6412    50,000-59,999                      0            1-2 
## 6413    20,000-24,999              1000-9,999           3-5 
## 6414    25,000-29,999           10,000-99,999         10-20 
## 6415      3,000-3,999              1000-9,999          5-10 
## 6416      3,000-3,999                      0            3-5 
## 6417             <NA>                    <NA>           < 1 
## 6418            0-999              1000-9,999           3-5 
## 6419            0-999                 100-999          5-10 
## 6420    30,000-39,999                    1-99           3-5 
## 6421      7,500-9,999                      0            < 1 
## 6422    70,000-79,999                      0          10-20 
## 6423    10,000-14,999                 100-999          5-10 
## 6424             <NA>                    <NA>           3-5 
## 6425      3,000-3,999                    1-99           3-5 
## 6426    10,000-14,999                      0            < 1 
## 6427            0-999                      0            3-5 
## 6428    20,000-24,999           10,000-99,999         10-20 
## 6429    40,000-49,999                      0           5-10 
## 6430    90,000-99,999              1000-9,999          5-10 
## 6431             <NA>                    <NA>           < 1 
## 6432  125,000-149,999              1000-9,999           3-5 
## 6433            0-999                      0            < 1 
## 6434    70,000-79,999                    1-99           3-5 
## 6435    10,000-14,999                      0            < 1 
## 6436             <NA>                    <NA>           None
## 6437  125,000-149,999           10,000-99,999          5-10 
## 6438        > 500,000                      0           5-10 
## 6439            0-999                 100-999           3-5 
## 6440    80,000-89,999                 100-999           1-2 
## 6441             <NA>                    <NA>           < 1 
## 6442            0-999                      0            1-2 
## 6443    20,000-24,999           10,000-99,999           3-5 
## 6444  100,000-124,999              > 100,000           5-10 
## 6445  300,000-500,000           10,000-99,999         10-20 
## 6446      1,000-1,999                      0            < 1 
## 6447    20,000-24,999                      0            < 1 
## 6448    70,000-79,999                 100-999           < 1 
## 6449      7,500-9,999                    1-99           1-2 
## 6450      3,000-3,999                      0            None
## 6451             <NA>                    <NA>           None
## 6452             <NA>                    <NA>           None
## 6453    20,000-24,999              > 100,000            3-5 
## 6454             <NA>                    <NA>           < 1 
## 6455             <NA>                    <NA>           1-2 
## 6456             <NA>                    <NA>           1-2 
## 6457      5,000-7,499                    1-99           1-2 
## 6458             <NA>                    <NA>           3-5 
## 6459             <NA>                    <NA>           < 1 
## 6460             <NA>                    <NA>           < 1 
## 6461    30,000-39,999                      0            3-5 
## 6462    20,000-24,999                      0            3-5 
## 6463             <NA>                    <NA>           None
## 6464            0-999                      0          10-20 
## 6465             <NA>                    <NA>           < 1 
## 6466            0-999                      0            1-2 
## 6467  150,000-199,999                      0            < 1 
## 6468    30,000-39,999           10,000-99,999           1-2 
## 6469      7,500-9,999                      0            3-5 
## 6470    10,000-14,999                      0           5-10 
## 6471    15,000-19,999                    1-99           None
## 6472             <NA>                    <NA>           < 1 
## 6473    40,000-49,999                      0            None
## 6474             <NA>                    <NA>           1-2 
## 6475  200,000-249,999              > 100,000           5-10 
## 6476      1,000-1,999              1000-9,999           < 1 
## 6477    60,000-69,999                      0           5-10 
## 6478    20,000-24,999              > 100,000            1-2 
## 6479    90,000-99,999           10,000-99,999          5-10 
## 6480             <NA>                    <NA>           < 1 
## 6481    40,000-49,999                      0            1-2 
## 6482      7,500-9,999                      0            < 1 
## 6483      5,000-7,499           10,000-99,999           1-2 
## 6484    70,000-79,999                 100-999          5-10 
## 6485      3,000-3,999              1000-9,999           1-2 
## 6486    20,000-24,999              1000-9,999           3-5 
## 6487             <NA>                    <NA>           1-2 
## 6488  150,000-199,999                      0          10-20 
## 6489    30,000-39,999              1000-9,999           1-2 
## 6490    60,000-69,999              1000-9,999           3-5 
## 6491    90,000-99,999                 100-999          5-10 
## 6492  150,000-199,999                    1-99         10-20 
## 6493    50,000-59,999                      0            None
## 6494  125,000-149,999              1000-9,999           3-5 
## 6495             <NA>                    <NA>           3-5 
## 6496             <NA>                    <NA>           < 1 
## 6497    90,000-99,999              1000-9,999          5-10 
## 6498             <NA>                    <NA>           < 1 
## 6499    50,000-59,999                      0            3-5 
## 6500             <NA>                    <NA>           1-2 
## 6501    20,000-24,999                      0            3-5 
## 6502    25,000-29,999                 100-999           3-5 
## 6503  125,000-149,999                 100-999           1-2 
## 6504             <NA>                    <NA>           1-2 
## 6505      2,000-2,999              1000-9,999          5-10 
## 6506    60,000-69,999              1000-9,999           3-5 
## 6507    70,000-79,999           10,000-99,999           20+ 
## 6508             <NA>                    <NA>           < 1 
## 6509    40,000-49,999                      0            1-2 
## 6510      1,000-1,999                 100-999           < 1 
## 6511  100,000-124,999                      0           5-10 
## 6512  100,000-124,999                      0            None
## 6513            0-999                    1-99           3-5 
## 6514      7,500-9,999                      0            1-2 
## 6515    10,000-14,999                      0            1-2 
## 6516             <NA>                    <NA>           < 1 
## 6517    20,000-24,999           10,000-99,999          5-10 
## 6518  125,000-149,999              > 100,000           5-10 
## 6519  100,000-124,999              1000-9,999         10-20 
## 6520             <NA>                    <NA>           1-2 
## 6521      1,000-1,999                      0            3-5 
## 6522    50,000-59,999           10,000-99,999          5-10 
## 6523    20,000-24,999                      0            1-2 
## 6524    40,000-49,999              1000-9,999          5-10 
## 6525             <NA>                    <NA>           1-2 
## 6526    80,000-89,999                    1-99         10-20 
## 6527      4,000-4,999                      0            < 1 
## 6528    50,000-59,999                      0          10-20 
## 6529    60,000-69,999              1000-9,999          5-10 
## 6530    30,000-39,999                      0            3-5 
## 6531    30,000-39,999              1000-9,999          5-10 
## 6532             <NA>                    <NA>           3-5 
## 6533    30,000-39,999                      0            3-5 
## 6534             <NA>                    <NA>           < 1 
## 6535    70,000-79,999              > 100,000          10-20 
## 6536            0-999              1000-9,999           3-5 
## 6537    10,000-14,999              1000-9,999           1-2 
## 6538  300,000-500,000                    1-99           < 1 
## 6539             <NA>                    <NA>           1-2 
## 6540    60,000-69,999              1000-9,999          5-10 
## 6541    40,000-49,999                      0            1-2 
## 6542             <NA>                    <NA>           1-2 
## 6543  150,000-199,999              1000-9,999           1-2 
## 6544      7,500-9,999              1000-9,999           < 1 
## 6545    50,000-59,999                 100-999           < 1 
## 6546    30,000-39,999                      0           5-10 
## 6547            0-999                 100-999           < 1 
## 6548    10,000-14,999              > 100,000           5-10 
## 6549    15,000-19,999                    1-99           < 1 
## 6550             <NA>                    <NA>           < 1 
## 6551    10,000-14,999                      0            3-5 
## 6552            0-999              1000-9,999           1-2 
## 6553    20,000-24,999                      0           5-10 
## 6554      5,000-7,499                    1-99           1-2 
## 6555      1,000-1,999              1000-9,999           3-5 
## 6556    30,000-39,999                 100-999          5-10 
## 6557             <NA>                    <NA>           1-2 
## 6558    10,000-14,999                 100-999           < 1 
## 6559      4,000-4,999                      0            < 1 
## 6560             <NA>                    <NA>           None
## 6561    80,000-89,999                      0          10-20 
## 6562  100,000-124,999                 100-999          5-10 
## 6563      5,000-7,499              1000-9,999           1-2 
## 6564    20,000-24,999                      0            1-2 
## 6565    50,000-59,999              1000-9,999           20+ 
## 6566             <NA>                    <NA>          5-10 
## 6567      2,000-2,999                 100-999           None
## 6568            0-999                      0            1-2 
## 6569    30,000-39,999                      0            None
## 6570             <NA>                    <NA>           < 1 
## 6571      7,500-9,999                      0            < 1 
## 6572      1,000-1,999                      0            1-2 
## 6573             <NA>                    <NA>           < 1 
## 6574    50,000-59,999              1000-9,999         10-20 
## 6575      2,000-2,999              1000-9,999          5-10 
## 6576    60,000-69,999              1000-9,999          5-10 
## 6577      5,000-7,499                      0            < 1 
## 6578             <NA>                    <NA>           1-2 
## 6579            0-999                    1-99           3-5 
## 6580    90,000-99,999                 100-999         10-20 
## 6581             <NA>                    <NA>           None
## 6582  100,000-124,999                    1-99           1-2 
## 6583    10,000-14,999              1000-9,999           3-5 
## 6584  200,000-249,999                      0            3-5 
## 6585      2,000-2,999                      0            3-5 
## 6586    40,000-49,999                      0            3-5 
## 6587      7,500-9,999                      0            < 1 
## 6588    10,000-14,999                      0            < 1 
## 6589    40,000-49,999                      0            3-5 
## 6590            0-999                 100-999           < 1 
## 6591    70,000-79,999                      0            < 1 
## 6592      3,000-3,999                    1-99           < 1 
## 6593             <NA>                    <NA>           1-2 
## 6594      1,000-1,999                    1-99           3-5 
## 6595  100,000-124,999           10,000-99,999           20+ 
## 6596             <NA>                    <NA>           1-2 
## 6597      3,000-3,999                 100-999           < 1 
## 6598    40,000-49,999                 100-999           1-2 
## 6599    20,000-24,999                      0           5-10 
## 6600            0-999                    1-99           < 1 
## 6601             <NA>                    <NA>           < 1 
## 6602    80,000-89,999                    1-99           3-5 
## 6603    15,000-19,999                 100-999           < 1 
## 6604            0-999                      0            < 1 
## 6605    30,000-39,999                 100-999           3-5 
## 6606      1,000-1,999                      0            1-2 
## 6607      3,000-3,999                 100-999           20+ 
## 6608    25,000-29,999                 100-999          5-10 
## 6609            0-999                      0           5-10 
## 6610    50,000-59,999                 100-999           3-5 
## 6611    30,000-39,999           10,000-99,999           < 1 
## 6612    10,000-14,999           10,000-99,999           3-5 
## 6613             <NA>                    <NA>           < 1 
## 6614    80,000-89,999                      0            3-5 
## 6615      2,000-2,999                      0            1-2 
## 6616    40,000-49,999           10,000-99,999          5-10 
## 6617    10,000-14,999                      0            None
## 6618      3,000-3,999                 100-999           1-2 
## 6619    90,000-99,999              > 100,000            1-2 
## 6620            0-999                 100-999           < 1 
## 6621            0-999              1000-9,999           < 1 
## 6622    15,000-19,999                      0            < 1 
## 6623      7,500-9,999                 100-999           < 1 
## 6624  200,000-249,999              1000-9,999           3-5 
## 6625             <NA>                    <NA>           1-2 
## 6626    15,000-19,999                    1-99           3-5 
## 6627    40,000-49,999              1000-9,999         10-20 
## 6628    40,000-49,999                 100-999           20+ 
## 6629             <NA>                    <NA>           1-2 
## 6630             <NA>                    <NA>           < 1 
## 6631    20,000-24,999                    1-99           < 1 
## 6632      1,000-1,999                 100-999           < 1 
## 6633    30,000-39,999                    1-99          5-10 
## 6634    15,000-19,999              1000-9,999           1-2 
## 6635    70,000-79,999              1000-9,999           20+ 
## 6636      2,000-2,999              1000-9,999           1-2 
## 6637    70,000-79,999           10,000-99,999           1-2 
## 6638      3,000-3,999                      0            1-2 
## 6639    10,000-14,999                      0            1-2 
## 6640             <NA>                    <NA>           3-5 
## 6641      3,000-3,999                 100-999           < 1 
## 6642    40,000-49,999              > 100,000            1-2 
## 6643      1,000-1,999                      0            3-5 
## 6644  150,000-199,999              1000-9,999           20+ 
## 6645    25,000-29,999              1000-9,999          5-10 
## 6646    70,000-79,999              > 100,000           5-10 
## 6647    40,000-49,999                    1-99           1-2 
## 6648             <NA>                    <NA>           3-5 
## 6649      4,000-4,999                 100-999           1-2 
## 6650    20,000-24,999              1000-9,999           3-5 
## 6651      1,000-1,999                      0            1-2 
## 6652    70,000-79,999                      0            3-5 
## 6653    30,000-39,999                 100-999           < 1 
## 6654    25,000-29,999                    1-99           1-2 
## 6655    80,000-89,999                      0            3-5 
## 6656             <NA>                    <NA>           1-2 
## 6657             <NA>                    <NA>           1-2 
## 6658      2,000-2,999                      0            1-2 
## 6659    50,000-59,999              1000-9,999         10-20 
## 6660    80,000-89,999                      0            < 1 
## 6661             <NA>                    <NA>           1-2 
## 6662    50,000-59,999                 100-999           3-5 
## 6663    40,000-49,999                      0            3-5 
## 6664    70,000-79,999           10,000-99,999         10-20 
## 6665      4,000-4,999                 100-999           1-2 
## 6666  125,000-149,999                      0            < 1 
## 6667             <NA>                    <NA>           < 1 
## 6668            0-999                      0            < 1 
## 6669  300,000-500,000                 100-999           3-5 
## 6670            0-999                      0            < 1 
## 6671    15,000-19,999                    1-99           < 1 
## 6672  100,000-124,999                      0            1-2 
## 6673             <NA>                    <NA>           < 1 
## 6674             <NA>                    <NA>           < 1 
## 6675    30,000-39,999              1000-9,999           3-5 
## 6676             <NA>                    <NA>           1-2 
## 6677             <NA>                    <NA>           < 1 
## 6678    50,000-59,999                      0            3-5 
## 6679    90,000-99,999              > 100,000           5-10 
## 6680            0-999                 100-999           3-5 
## 6681             <NA>                    <NA>           1-2 
## 6682    40,000-49,999                 100-999           1-2 
## 6683             <NA>                    <NA>           < 1 
## 6684      7,500-9,999              1000-9,999         10-20 
## 6685             <NA>                    <NA>           < 1 
## 6686      3,000-3,999                 100-999           < 1 
## 6687    50,000-59,999              > 100,000          10-20 
## 6688    50,000-59,999                      0            3-5 
## 6689    50,000-59,999              > 100,000            3-5 
## 6690             <NA>                    <NA>           None
## 6691    25,000-29,999                 100-999           < 1 
## 6692  125,000-149,999                      0          10-20 
## 6693    40,000-49,999                      0           5-10 
## 6694             <NA>                    <NA>           3-5 
## 6695    20,000-24,999                 100-999           3-5 
## 6696  125,000-149,999                      0            3-5 
## 6697            0-999                    1-99           < 1 
## 6698  150,000-199,999                 100-999           3-5 
## 6699      4,000-4,999                      0            3-5 
## 6700    80,000-89,999                      0            3-5 
## 6701    25,000-29,999                      0            3-5 
## 6702             <NA>                    <NA>           < 1 
## 6703             <NA>                    <NA>           None
## 6704  125,000-149,999              1000-9,999           3-5 
## 6705    30,000-39,999                    1-99           1-2 
## 6706  100,000-124,999                      0            1-2 
## 6707      1,000-1,999                      0            1-2 
## 6708             <NA>                    <NA>           1-2 
## 6709    40,000-49,999                 100-999           3-5 
## 6710             <NA>                    <NA>           < 1 
## 6711    50,000-59,999              > 100,000           5-10 
## 6712            0-999                      0            3-5 
## 6713             <NA>                    <NA>           None
## 6714    80,000-89,999           10,000-99,999          5-10 
## 6715    15,000-19,999                    1-99           < 1 
## 6716    90,000-99,999           10,000-99,999           None
## 6717  100,000-124,999                      0           5-10 
## 6718             <NA>                    <NA>           < 1 
## 6719             <NA>                    <NA>           None
## 6720    50,000-59,999           10,000-99,999          5-10 
## 6721    50,000-59,999              1000-9,999           None
## 6722  125,000-149,999              > 100,000          10-20 
## 6723    60,000-69,999                      0           5-10 
## 6724    10,000-14,999                      0            1-2 
## 6725      5,000-7,499                      0          10-20 
## 6726            0-999                      0            < 1 
## 6727             <NA>                    <NA>           1-2 
## 6728    50,000-59,999                      0            1-2 
## 6729             <NA>                    <NA>           1-2 
## 6730             <NA>                    <NA>           < 1 
## 6731    10,000-14,999                      0            3-5 
## 6732      1,000-1,999                    1-99          5-10 
## 6733             <NA>                    <NA>           < 1 
## 6734    40,000-49,999                      0            3-5 
## 6735             <NA>                    <NA>           20+ 
## 6736    20,000-24,999                      0            3-5 
## 6737    50,000-59,999                 100-999           3-5 
## 6738             <NA>                    <NA>           < 1 
## 6739             <NA>                    <NA>           < 1 
## 6740    40,000-49,999              1000-9,999           1-2 
## 6741      7,500-9,999              1000-9,999          5-10 
## 6742  200,000-249,999                      0            20+ 
## 6743    80,000-89,999                      0            1-2 
## 6744  100,000-124,999                      0            3-5 
## 6745    80,000-89,999              > 100,000            < 1 
## 6746    10,000-14,999                      0            3-5 
## 6747      2,000-2,999                    1-99           1-2 
## 6748    30,000-39,999                    1-99         10-20 
## 6749      4,000-4,999                      0            3-5 
## 6750    50,000-59,999                      0           5-10 
## 6751    25,000-29,999                 100-999           3-5 
## 6752  125,000-149,999              > 100,000           5-10 
## 6753      5,000-7,499                 100-999           3-5 
## 6754      5,000-7,499                      0            3-5 
## 6755  100,000-124,999                      0            1-2 
## 6756  125,000-149,999                      0           5-10 
## 6757             <NA>                    <NA>           < 1 
## 6758    60,000-69,999                    1-99           3-5 
## 6759      1,000-1,999                 100-999           3-5 
## 6760  100,000-124,999           10,000-99,999           3-5 
## 6761  100,000-124,999              1000-9,999           3-5 
## 6762    25,000-29,999                    1-99           < 1 
## 6763             <NA>                    <NA>           None
## 6764    15,000-19,999                      0            1-2 
## 6765      2,000-2,999                 100-999           1-2 
## 6766    15,000-19,999                      0            < 1 
## 6767             <NA>                    <NA>           < 1 
## 6768      4,000-4,999              1000-9,999           1-2 
## 6769  125,000-149,999                    1-99         10-20 
## 6770  125,000-149,999                      0           5-10 
## 6771    25,000-29,999              1000-9,999           1-2 
## 6772    25,000-29,999              > 100,000            3-5 
## 6773    25,000-29,999              1000-9,999           3-5 
## 6774    70,000-79,999           10,000-99,999         10-20 
## 6775            0-999              1000-9,999           1-2 
## 6776             <NA>                    <NA>           1-2 
## 6777  200,000-249,999              > 100,000           5-10 
## 6778            0-999                    1-99           < 1 
## 6779    20,000-24,999              1000-9,999           3-5 
## 6780    20,000-24,999                 100-999           None
## 6781             <NA>                    <NA>           1-2 
## 6782    10,000-14,999                    1-99           3-5 
## 6783             <NA>                    <NA>           < 1 
## 6784             <NA>                    <NA>           None
## 6785    60,000-69,999           10,000-99,999          5-10 
## 6786    50,000-59,999                      0            None
## 6787             <NA>                    <NA>           < 1 
## 6788    60,000-69,999              > 100,000           5-10 
## 6789             <NA>                    <NA>           < 1 
## 6790             <NA>                    <NA>           < 1 
## 6791            0-999                      0            < 1 
## 6792             <NA>                    <NA>           < 1 
## 6793  100,000-124,999              1000-9,999          5-10 
## 6794    15,000-19,999                 100-999           1-2 
## 6795    60,000-69,999                      0            3-5 
## 6796             <NA>                    <NA>           < 1 
## 6797             <NA>                    <NA>           < 1 
## 6798    40,000-49,999                 100-999           < 1 
## 6799            0-999                 100-999           < 1 
## 6800    30,000-39,999              > 100,000            < 1 
## 6801    20,000-24,999              1000-9,999           1-2 
## 6802      7,500-9,999                 100-999           3-5 
## 6803            0-999              1000-9,999           3-5 
## 6804      5,000-7,499              1000-9,999           1-2 
## 6805  250,000-299,999              1000-9,999         10-20 
## 6806    60,000-69,999           10,000-99,999           3-5 
## 6807    20,000-24,999                 100-999           < 1 
## 6808             <NA>                    <NA>           < 1 
## 6809            0-999                    1-99           1-2 
## 6810             <NA>                    <NA>           1-2 
## 6811    20,000-24,999                 100-999           None
## 6812    90,000-99,999              > 100,000            1-2 
## 6813    10,000-14,999                      0            3-5 
## 6814    40,000-49,999                    1-99           3-5 
## 6815             <NA>                    <NA>           < 1 
## 6816    40,000-49,999                 100-999          5-10 
## 6817            0-999                      0            1-2 
## 6818      2,000-2,999                    1-99           1-2 
## 6819    15,000-19,999                      0            1-2 
## 6820      2,000-2,999              > 100,000            < 1 
## 6821    30,000-39,999                    1-99           3-5 
## 6822            0-999              1000-9,999           < 1 
## 6823    70,000-79,999              > 100,000           5-10 
## 6824    50,000-59,999                      0           5-10 
## 6825             <NA>                    <NA>           1-2 
## 6826      4,000-4,999              1000-9,999           3-5 
## 6827    15,000-19,999                      0            None
## 6828             <NA>                    <NA>           < 1 
## 6829  150,000-199,999              > 100,000          10-20 
## 6830  100,000-124,999              1000-9,999           1-2 
## 6831    10,000-14,999                 100-999          5-10 
## 6832    90,000-99,999                      0            3-5 
## 6833             <NA>                    <NA>           None
## 6834    80,000-89,999                      0            1-2 
## 6835    30,000-39,999                 100-999           None
## 6836      1,000-1,999                    1-99           < 1 
## 6837  100,000-124,999           10,000-99,999           1-2 
## 6838  200,000-249,999                      0            3-5 
## 6839      5,000-7,499              > 100,000            3-5 
## 6840    40,000-49,999                 100-999           3-5 
## 6841    50,000-59,999                      0            < 1 
## 6842      3,000-3,999                 100-999           3-5 
## 6843             <NA>                    <NA>           < 1 
## 6844    90,000-99,999                      0            3-5 
## 6845    10,000-14,999              1000-9,999           3-5 
## 6846      2,000-2,999                      0            < 1 
## 6847             <NA>                    <NA>           < 1 
## 6848      2,000-2,999                 100-999           1-2 
## 6849    40,000-49,999           10,000-99,999           3-5 
## 6850    30,000-39,999           10,000-99,999         10-20 
## 6851      2,000-2,999                      0            < 1 
## 6852    50,000-59,999                    1-99          5-10 
## 6853             <NA>                    <NA>           1-2 
## 6854             <NA>                    <NA>           < 1 
## 6855             <NA>                    <NA>           1-2 
## 6856             <NA>                    <NA>           3-5 
## 6857             <NA>                    <NA>           1-2 
## 6858      1,000-1,999                 100-999           < 1 
## 6859  125,000-149,999              > 100,000            20+ 
## 6860             <NA>                    <NA>           3-5 
## 6861    90,000-99,999                      0            1-2 
## 6862  100,000-124,999           10,000-99,999           3-5 
## 6863    80,000-89,999           10,000-99,999           1-2 
## 6864             <NA>                    <NA>           3-5 
## 6865    90,000-99,999              1000-9,999          5-10 
## 6866  150,000-199,999              1000-9,999         10-20 
## 6867             <NA>                    <NA>           1-2 
## 6868      5,000-7,499                      0           5-10 
## 6869    30,000-39,999                 100-999           3-5 
## 6870    60,000-69,999              > 100,000            3-5 
## 6871             <NA>                    <NA>           1-2 
## 6872    15,000-19,999                 100-999           3-5 
## 6873    90,000-99,999              > 100,000          10-20 
## 6874             <NA>                    <NA>           < 1 
## 6875             <NA>                    <NA>           < 1 
## 6876      7,500-9,999                      0            < 1 
## 6877             <NA>                    <NA>           < 1 
## 6878             <NA>                    <NA>           < 1 
## 6879  125,000-149,999           10,000-99,999          5-10 
## 6880    90,000-99,999                      0            3-5 
## 6881             <NA>                    <NA>           1-2 
## 6882      7,500-9,999           10,000-99,999           < 1 
## 6883             <NA>                    <NA>           1-2 
## 6884             <NA>                    <NA>           1-2 
## 6885    50,000-59,999           10,000-99,999           3-5 
## 6886  125,000-149,999              1000-9,999           3-5 
## 6887    40,000-49,999                      0            1-2 
## 6888    70,000-79,999                 100-999          5-10 
## 6889    70,000-79,999                      0            1-2 
## 6890      2,000-2,999                      0            < 1 
## 6891    30,000-39,999           10,000-99,999           3-5 
## 6892    30,000-39,999                      0           5-10 
## 6893            0-999                    1-99           1-2 
## 6894    25,000-29,999                    1-99           < 1 
## 6895      2,000-2,999              1000-9,999           < 1 
## 6896    80,000-89,999           10,000-99,999          5-10 
## 6897    60,000-69,999                 100-999           None
## 6898        > 500,000                      0            None
## 6899    30,000-39,999           10,000-99,999         10-20 
## 6900  200,000-249,999              > 100,000            1-2 
## 6901    50,000-59,999                      0          10-20 
## 6902    60,000-69,999              1000-9,999           1-2 
## 6903    30,000-39,999           10,000-99,999           3-5 
## 6904    90,000-99,999                 100-999           < 1 
## 6905    80,000-89,999              > 100,000          10-20 
## 6906            0-999                 100-999          5-10 
## 6907             <NA>                    <NA>           1-2 
## 6908  100,000-124,999           10,000-99,999           1-2 
## 6909             <NA>                    <NA>           1-2 
## 6910    40,000-49,999              > 100,000            < 1 
## 6911    40,000-49,999           10,000-99,999          5-10 
## 6912    90,000-99,999                    1-99         10-20 
## 6913  300,000-500,000              > 100,000            20+ 
## 6914      2,000-2,999                 100-999          5-10 
## 6915      4,000-4,999                 100-999           3-5 
## 6916            0-999                      0            1-2 
## 6917             <NA>                    <NA>           1-2 
## 6918             <NA>                    <NA>           < 1 
## 6919             <NA>                    <NA>         10-20 
## 6920             <NA>                    <NA>           1-2 
## 6921             <NA>                    <NA>           1-2 
## 6922    40,000-49,999           10,000-99,999           < 1 
## 6923      7,500-9,999                 100-999           3-5 
## 6924             <NA>                    <NA>           1-2 
## 6925             <NA>                    <NA>           1-2 
## 6926            0-999                      0            < 1 
## 6927    60,000-69,999                      0           5-10 
## 6928    15,000-19,999                 100-999           1-2 
## 6929             <NA>                    <NA>           3-5 
## 6930            0-999                      0            < 1 
## 6931      2,000-2,999           10,000-99,999           3-5 
## 6932             <NA>                    <NA>           1-2 
## 6933             <NA>                    <NA>          5-10 
## 6934    20,000-24,999                      0            1-2 
## 6935    60,000-69,999                 100-999           1-2 
## 6936             <NA>                    <NA>           1-2 
## 6937    50,000-59,999              > 100,000           5-10 
## 6938    20,000-24,999                 100-999           < 1 
## 6939             <NA>                    <NA>           < 1 
## 6940      3,000-3,999                 100-999           1-2 
## 6941    70,000-79,999              1000-9,999           20+ 
## 6942            0-999                      0            3-5 
## 6943      5,000-7,499                      0            1-2 
## 6944    40,000-49,999                    1-99           < 1 
## 6945    10,000-14,999                      0            3-5 
## 6946             <NA>                    <NA>           < 1 
## 6947            0-999                      0            < 1 
## 6948      1,000-1,999                      0            < 1 
## 6949    40,000-49,999           10,000-99,999           3-5 
## 6950    20,000-24,999              1000-9,999           3-5 
## 6951    70,000-79,999                 100-999           3-5 
## 6952    15,000-19,999              1000-9,999          5-10 
## 6953             <NA>                    <NA>           3-5 
## 6954      2,000-2,999                    1-99           1-2 
## 6955      5,000-7,499                      0            1-2 
## 6956             <NA>                    <NA>           < 1 
## 6957             <NA>                    <NA>           < 1 
## 6958             <NA>                    <NA>           < 1 
## 6959             <NA>                    <NA>           3-5 
## 6960  100,000-124,999              1000-9,999           3-5 
## 6961    50,000-59,999                      0            3-5 
## 6962    90,000-99,999                      0            1-2 
## 6963             <NA>                    <NA>           3-5 
## 6964      5,000-7,499                      0            < 1 
## 6965      1,000-1,999                      0            < 1 
## 6966  100,000-124,999              1000-9,999           3-5 
## 6967    25,000-29,999                      0            1-2 
## 6968             <NA>                    <NA>           < 1 
## 6969             <NA>                    <NA>           1-2 
## 6970    40,000-49,999                      0            < 1 
## 6971    20,000-24,999                    1-99           3-5 
## 6972    20,000-24,999                      0            3-5 
## 6973      4,000-4,999                      0            20+ 
## 6974      1,000-1,999                 100-999           < 1 
## 6975        > 500,000              > 100,000            3-5 
## 6976  100,000-124,999           10,000-99,999          5-10 
## 6977    60,000-69,999                    1-99           1-2 
## 6978    30,000-39,999              1000-9,999           3-5 
## 6979  125,000-149,999           10,000-99,999           3-5 
## 6980            0-999                    1-99           < 1 
## 6981  150,000-199,999                      0          10-20 
## 6982    20,000-24,999                      0            3-5 
## 6983  200,000-249,999              > 100,000            20+ 
## 6984  150,000-199,999           10,000-99,999          5-10 
## 6985      7,500-9,999                 100-999           None
## 6986      1,000-1,999              1000-9,999          5-10 
## 6987  125,000-149,999                    1-99          5-10 
## 6988             <NA>                    <NA>         10-20 
## 6989  100,000-124,999              1000-9,999         10-20 
## 6990      7,500-9,999                 100-999           1-2 
## 6991             <NA>                    <NA>           < 1 
## 6992             <NA>                    <NA>           1-2 
## 6993    40,000-49,999                      0            3-5 
## 6994    50,000-59,999                      0            20+ 
## 6995        > 500,000              1000-9,999           20+ 
## 6996             <NA>                    <NA>           < 1 
## 6997  125,000-149,999              1000-9,999           3-5 
## 6998      2,000-2,999           10,000-99,999          5-10 
## 6999             <NA>                    <NA>           None
## 7000             <NA>                    <NA>           < 1 
## 7001             <NA>                    <NA>           < 1 
## 7002    15,000-19,999              1000-9,999           1-2 
## 7003            0-999                      0            1-2 
## 7004             <NA>                    <NA>           < 1 
## 7005    25,000-29,999                 100-999           < 1 
## 7006    25,000-29,999              1000-9,999           3-5 
## 7007    70,000-79,999                 100-999           3-5 
## 7008    40,000-49,999              1000-9,999           < 1 
## 7009             <NA>                    <NA>           1-2 
## 7010    70,000-79,999              1000-9,999           < 1 
## 7011    50,000-59,999                      0            < 1 
## 7012  150,000-199,999           10,000-99,999           20+ 
## 7013            0-999                      0            < 1 
## 7014      4,000-4,999                      0            < 1 
## 7015    60,000-69,999           10,000-99,999           3-5 
## 7016      5,000-7,499              1000-9,999           1-2 
## 7017    90,000-99,999                 100-999           < 1 
## 7018    30,000-39,999                    1-99           < 1 
## 7019  125,000-149,999              > 100,000           5-10 
## 7020  125,000-149,999                    1-99          5-10 
## 7021    15,000-19,999                      0           5-10 
## 7022      7,500-9,999              > 100,000          10-20 
## 7023            0-999                    1-99           1-2 
## 7024  150,000-199,999                      0           5-10 
## 7025  150,000-199,999                 100-999           1-2 
## 7026    15,000-19,999                    1-99           1-2 
## 7027            0-999                    1-99           < 1 
## 7028  125,000-149,999                 100-999         10-20 
## 7029    40,000-49,999                    1-99          5-10 
## 7030    15,000-19,999                    1-99           None
## 7031             <NA>                    <NA>           < 1 
## 7032      5,000-7,499                      0            1-2 
## 7033      3,000-3,999                 100-999          5-10 
## 7034    50,000-59,999              1000-9,999          5-10 
## 7035    20,000-24,999                      0            1-2 
## 7036    10,000-14,999           10,000-99,999           1-2 
## 7037             <NA>                    <NA>           3-5 
## 7038  100,000-124,999              > 100,000            3-5 
## 7039    10,000-14,999                      0           5-10 
## 7040             <NA>                    <NA>          5-10 
## 7041    80,000-89,999              > 100,000           5-10 
## 7042             <NA>                    <NA>           1-2 
## 7043      7,500-9,999                 100-999           < 1 
## 7044      1,000-1,999           10,000-99,999           20+ 
## 7045    30,000-39,999                      0            1-2 
## 7046             <NA>                    <NA>           1-2 
## 7047    40,000-49,999                      0            1-2 
## 7048             <NA>                    <NA>           1-2 
## 7049  100,000-124,999           10,000-99,999          5-10 
## 7050    50,000-59,999                      0          10-20 
## 7051  125,000-149,999              1000-9,999          5-10 
## 7052    25,000-29,999              1000-9,999          5-10 
## 7053             <NA>                    <NA>           < 1 
## 7054    70,000-79,999              1000-9,999           3-5 
## 7055      5,000-7,499                 100-999          5-10 
## 7056             <NA>                    <NA>           1-2 
## 7057    80,000-89,999           10,000-99,999           3-5 
## 7058  100,000-124,999                      0            < 1 
## 7059             <NA>                    <NA>           < 1 
## 7060            0-999                      0            < 1 
## 7061    20,000-24,999                      0           5-10 
## 7062      4,000-4,999                      0            < 1 
## 7063    15,000-19,999           10,000-99,999           3-5 
## 7064      5,000-7,499              1000-9,999           1-2 
## 7065            0-999                    1-99           < 1 
## 7066    40,000-49,999                      0          10-20 
## 7067    15,000-19,999                 100-999          5-10 
## 7068             <NA>                    <NA>           1-2 
## 7069            0-999                 100-999           < 1 
## 7070             <NA>                    <NA>          5-10 
## 7071      5,000-7,499                      0            1-2 
## 7072      7,500-9,999                      0            None
## 7073      4,000-4,999              1000-9,999           1-2 
## 7074             <NA>                    <NA>           1-2 
## 7075    10,000-14,999                    1-99           < 1 
## 7076  100,000-124,999              1000-9,999         10-20 
## 7077    50,000-59,999              > 100,000            1-2 
## 7078    30,000-39,999                      0           5-10 
## 7079  100,000-124,999                 100-999           3-5 
## 7080  125,000-149,999              1000-9,999          5-10 
## 7081  200,000-249,999              > 100,000          10-20 
## 7082    40,000-49,999              > 100,000            3-5 
## 7083             <NA>                    <NA>           < 1 
## 7084    40,000-49,999                 100-999           3-5 
## 7085    10,000-14,999              > 100,000           5-10 
## 7086    15,000-19,999              1000-9,999          5-10 
## 7087      4,000-4,999                      0            1-2 
## 7088  100,000-124,999              1000-9,999           3-5 
## 7089            0-999                 100-999           1-2 
## 7090             <NA>                    <NA>           1-2 
## 7091             <NA>                    <NA>           < 1 
## 7092    70,000-79,999                      0            3-5 
## 7093            0-999                    1-99           1-2 
## 7094             <NA>                    <NA>           < 1 
## 7095    15,000-19,999                 100-999           1-2 
## 7096             <NA>                    <NA>           1-2 
## 7097    80,000-89,999                 100-999           < 1 
## 7098      7,500-9,999              1000-9,999          5-10 
## 7099             <NA>                    <NA>           < 1 
## 7100             <NA>                    <NA>          5-10 
## 7101      2,000-2,999                 100-999           3-5 
## 7102    50,000-59,999                      0            1-2 
## 7103    50,000-59,999              1000-9,999           3-5 
## 7104    90,000-99,999              1000-9,999          5-10 
## 7105    40,000-49,999              1000-9,999           1-2 
## 7106    20,000-24,999                      0            20+ 
## 7107      5,000-7,499                      0            < 1 
## 7108             <NA>                    <NA>           < 1 
## 7109    15,000-19,999                      0            < 1 
## 7110    40,000-49,999              1000-9,999          5-10 
## 7111      4,000-4,999                 100-999          5-10 
## 7112    30,000-39,999                      0          10-20 
## 7113             <NA>                    <NA>           < 1 
## 7114    15,000-19,999                 100-999           3-5 
## 7115    30,000-39,999                 100-999           < 1 
## 7116             <NA>                    <NA>           1-2 
## 7117             <NA>                    <NA>           1-2 
## 7118             <NA>                    <NA>           1-2 
## 7119  150,000-199,999           10,000-99,999           < 1 
## 7120    15,000-19,999              1000-9,999           3-5 
## 7121             <NA>                    <NA>           1-2 
## 7122  100,000-124,999                      0            20+ 
## 7123  100,000-124,999              1000-9,999           20+ 
## 7124             <NA>                    <NA>           3-5 
## 7125  250,000-299,999           10,000-99,999         10-20 
## 7126             <NA>                    <NA>           None
## 7127  125,000-149,999           10,000-99,999           1-2 
## 7128    10,000-14,999                      0           5-10 
## 7129    25,000-29,999              > 100,000            1-2 
## 7130    40,000-49,999                    1-99           < 1 
## 7131    80,000-89,999                 100-999         10-20 
## 7132    40,000-49,999              > 100,000            3-5 
## 7133             <NA>                    <NA>           < 1 
## 7134             <NA>                    <NA>           None
## 7135            0-999                      0            3-5 
## 7136    90,000-99,999                      0          10-20 
## 7137            0-999              1000-9,999           < 1 
## 7138    15,000-19,999                      0            3-5 
## 7139    30,000-39,999              > 100,000            3-5 
## 7140             <NA>                    <NA>           1-2 
## 7141    30,000-39,999              1000-9,999          5-10 
## 7142    25,000-29,999                 100-999           1-2 
## 7143             <NA>                    <NA>           None
## 7144  100,000-124,999           10,000-99,999         10-20 
## 7145    40,000-49,999                      0            3-5 
## 7146  150,000-199,999                      0          10-20 
## 7147  150,000-199,999              > 100,000           5-10 
## 7148             <NA>                    <NA>           1-2 
## 7149            0-999                      0            < 1 
## 7150    50,000-59,999                      0            1-2 
## 7151            0-999                      0           5-10 
## 7152    10,000-14,999                      0            None
## 7153             <NA>                    <NA>           None
## 7154    20,000-24,999                 100-999           1-2 
## 7155             <NA>                    <NA>           < 1 
## 7156        > 500,000                      0          10-20 
## 7157  125,000-149,999              1000-9,999          5-10 
## 7158             <NA>                    <NA>           < 1 
## 7159      3,000-3,999                 100-999           None
## 7160             <NA>                    <NA>           3-5 
## 7161             <NA>                    <NA>           1-2 
## 7162    80,000-89,999              1000-9,999           20+ 
## 7163    15,000-19,999                 100-999           3-5 
## 7164    40,000-49,999                      0            3-5 
## 7165  150,000-199,999              1000-9,999          5-10 
## 7166    15,000-19,999              1000-9,999           < 1 
## 7167    30,000-39,999                 100-999           3-5 
## 7168            0-999                      0            1-2 
## 7169    10,000-14,999                    1-99           < 1 
## 7170    80,000-89,999           10,000-99,999           3-5 
## 7171             <NA>                    <NA>           3-5 
## 7172    50,000-59,999           10,000-99,999          5-10 
## 7173             <NA>                    <NA>           < 1 
## 7174             <NA>                    <NA>           < 1 
## 7175    80,000-89,999           10,000-99,999         10-20 
## 7176             <NA>                    <NA>           < 1 
## 7177    90,000-99,999           10,000-99,999           20+ 
## 7178      1,000-1,999                      0            < 1 
## 7179  250,000-299,999           10,000-99,999           1-2 
## 7180    60,000-69,999              1000-9,999           < 1 
## 7181            0-999                      0            1-2 
## 7182    50,000-59,999                 100-999         10-20 
## 7183             <NA>                    <NA>           1-2 
## 7184    50,000-59,999                 100-999         10-20 
## 7185             <NA>                    <NA>           < 1 
## 7186      5,000-7,499                      0            1-2 
## 7187            0-999                      0            3-5 
## 7188      2,000-2,999                      0            1-2 
## 7189    40,000-49,999              > 100,000          10-20 
## 7190             <NA>                    <NA>           < 1 
## 7191             <NA>                    <NA>           1-2 
## 7192    70,000-79,999                 100-999           1-2 
## 7193             <NA>                    <NA>           < 1 
## 7194             <NA>                    <NA>           1-2 
## 7195             <NA>                    <NA>           1-2 
## 7196  150,000-199,999              > 100,000            20+ 
## 7197            0-999                      0            3-5 
## 7198             <NA>                    <NA>           3-5 
## 7199  100,000-124,999              1000-9,999           1-2 
## 7200        > 500,000              > 100,000          10-20 
## 7201    30,000-39,999              1000-9,999           3-5 
## 7202    40,000-49,999              > 100,000          10-20 
## 7203             <NA>                    <NA>           < 1 
## 7204  125,000-149,999              > 100,000            1-2 
## 7205    80,000-89,999              1000-9,999         10-20 
## 7206  125,000-149,999           10,000-99,999          5-10 
## 7207    80,000-89,999              > 100,000           5-10 
## 7208             <NA>                    <NA>          5-10 
## 7209    60,000-69,999              1000-9,999           3-5 
## 7210    10,000-14,999           10,000-99,999           3-5 
## 7211  100,000-124,999                    1-99           1-2 
## 7212    10,000-14,999              1000-9,999           1-2 
## 7213    25,000-29,999              1000-9,999           < 1 
## 7214            0-999                    1-99           < 1 
## 7215             <NA>                    <NA>           < 1 
## 7216             <NA>                    <NA>           < 1 
## 7217            0-999                      0            < 1 
## 7218             <NA>                    <NA>           < 1 
## 7219    10,000-14,999           10,000-99,999           3-5 
## 7220            0-999                    1-99           3-5 
## 7221             <NA>                    <NA>           < 1 
## 7222    10,000-14,999                      0            < 1 
## 7223  100,000-124,999              > 100,000           5-10 
## 7224             <NA>                    <NA>           3-5 
## 7225             <NA>                    <NA>           < 1 
## 7226  150,000-199,999           10,000-99,999           20+ 
## 7227             <NA>                    <NA>           3-5 
## 7228             <NA>                    <NA>           < 1 
## 7229    60,000-69,999              1000-9,999           1-2 
## 7230  100,000-124,999              1000-9,999           3-5 
## 7231    60,000-69,999                      0            1-2 
## 7232             <NA>                    <NA>           1-2 
## 7233    10,000-14,999                 100-999           < 1 
## 7234    60,000-69,999           10,000-99,999          5-10 
## 7235  125,000-149,999              1000-9,999           1-2 
## 7236    60,000-69,999                      0           5-10 
## 7237      3,000-3,999                      0          10-20 
## 7238    70,000-79,999              1000-9,999           1-2 
## 7239    90,000-99,999                      0            1-2 
## 7240      2,000-2,999                      0            < 1 
## 7241            0-999                      0           5-10 
## 7242    70,000-79,999           10,000-99,999           1-2 
## 7243             <NA>                    <NA>          5-10 
## 7244             <NA>                    <NA>           < 1 
## 7245    50,000-59,999                 100-999           1-2 
## 7246             <NA>                    <NA>           1-2 
## 7247    40,000-49,999              > 100,000           5-10 
## 7248    90,000-99,999              1000-9,999           3-5 
## 7249    50,000-59,999                 100-999           None
## 7250            0-999                      0            1-2 
## 7251    25,000-29,999                 100-999           3-5 
## 7252      5,000-7,499                      0            < 1 
## 7253  100,000-124,999              1000-9,999         10-20 
## 7254    80,000-89,999           10,000-99,999          5-10 
## 7255    10,000-14,999                    1-99           < 1 
## 7256    25,000-29,999                      0            3-5 
## 7257    80,000-89,999           10,000-99,999           3-5 
## 7258    20,000-24,999                 100-999           1-2 
## 7259      2,000-2,999           10,000-99,999          5-10 
## 7260    20,000-24,999              1000-9,999           1-2 
## 7261             <NA>                    <NA>           3-5 
## 7262    30,000-39,999                 100-999           3-5 
## 7263            0-999                      0            None
## 7264  125,000-149,999           10,000-99,999           3-5 
## 7265            0-999                    1-99           None
## 7266             <NA>                    <NA>           3-5 
## 7267    70,000-79,999              > 100,000            3-5 
## 7268    50,000-59,999              > 100,000            3-5 
## 7269    30,000-39,999                      0           5-10 
## 7270            0-999                    1-99           3-5 
## 7271    80,000-89,999                      0           5-10 
## 7272    15,000-19,999                      0           5-10 
## 7273    60,000-69,999           10,000-99,999           20+ 
## 7274    60,000-69,999                      0            < 1 
## 7275    10,000-14,999           10,000-99,999           < 1 
## 7276    15,000-19,999                      0            < 1 
## 7277            0-999                 100-999           1-2 
## 7278  100,000-124,999              1000-9,999          5-10 
## 7279    30,000-39,999              1000-9,999           3-5 
## 7280            0-999                      0            < 1 
## 7281    15,000-19,999              > 100,000            3-5 
## 7282      1,000-1,999           10,000-99,999           1-2 
## 7283  150,000-199,999              1000-9,999           3-5 
## 7284      5,000-7,499                    1-99           < 1 
## 7285    80,000-89,999                    1-99          5-10 
## 7286    15,000-19,999                      0            3-5 
## 7287    60,000-69,999                 100-999         10-20 
## 7288    15,000-19,999                      0            1-2 
## 7289  150,000-199,999              > 100,000          10-20 
## 7290    25,000-29,999                      0            1-2 
## 7291             <NA>                    <NA>           < 1 
## 7292            0-999              1000-9,999           1-2 
## 7293            0-999                    1-99           1-2 
## 7294            0-999                 100-999           1-2 
## 7295             <NA>                    <NA>          5-10 
## 7296    70,000-79,999              1000-9,999          5-10 
## 7297    15,000-19,999                 100-999           < 1 
## 7298    20,000-24,999                 100-999          5-10 
## 7299      5,000-7,499                    1-99         10-20 
## 7300    40,000-49,999                      0            1-2 
## 7301             <NA>                    <NA>           < 1 
## 7302             <NA>                    <NA>           < 1 
## 7303    15,000-19,999              1000-9,999           1-2 
## 7304             <NA>                    <NA>           1-2 
## 7305    50,000-59,999                 100-999           1-2 
## 7306    10,000-14,999                      0            1-2 
## 7307             <NA>                    <NA>           < 1 
## 7308    70,000-79,999                    1-99           3-5 
## 7309    70,000-79,999                 100-999           3-5 
## 7310    80,000-89,999                      0            1-2 
## 7311    30,000-39,999              > 100,000            1-2 
## 7312  150,000-199,999              > 100,000            3-5 
## 7313    10,000-14,999                      0            < 1 
## 7314    10,000-14,999              > 100,000            3-5 
## 7315  100,000-124,999                      0           5-10 
## 7316    60,000-69,999                    1-99           1-2 
## 7317             <NA>                    <NA>           < 1 
## 7318      5,000-7,499                 100-999           1-2 
## 7319  150,000-199,999              1000-9,999          5-10 
## 7320             <NA>                    <NA>           1-2 
## 7321    20,000-24,999                      0            None
## 7322    10,000-14,999              1000-9,999           < 1 
## 7323      5,000-7,499                 100-999           1-2 
## 7324            0-999                    1-99           < 1 
## 7325    25,000-29,999                      0            1-2 
## 7326    50,000-59,999                      0            None
## 7327             <NA>                    <NA>           1-2 
## 7328             <NA>                    <NA>           < 1 
## 7329  150,000-199,999                      0            20+ 
## 7330             <NA>                    <NA>           1-2 
## 7331             <NA>                    <NA>           1-2 
## 7332  100,000-124,999              > 100,000          10-20 
## 7333            0-999                 100-999           < 1 
## 7334  125,000-149,999                      0            20+ 
## 7335  100,000-124,999           10,000-99,999           1-2 
## 7336    10,000-14,999                    1-99           1-2 
## 7337      4,000-4,999                      0            < 1 
## 7338             <NA>                    <NA>           1-2 
## 7339    20,000-24,999                      0          10-20 
## 7340    90,000-99,999              1000-9,999           1-2 
## 7341             <NA>                    <NA>           < 1 
## 7342            0-999              1000-9,999           < 1 
## 7343    70,000-79,999                      0            1-2 
## 7344      1,000-1,999                    1-99           1-2 
## 7345    30,000-39,999                    1-99           None
## 7346    80,000-89,999                      0            1-2 
## 7347             <NA>                    <NA>           < 1 
## 7348  150,000-199,999           10,000-99,999         10-20 
## 7349  300,000-500,000              > 100,000            20+ 
## 7350             <NA>                    <NA>           < 1 
## 7351      7,500-9,999                      0            < 1 
## 7352  100,000-124,999              > 100,000            3-5 
## 7353    90,000-99,999           10,000-99,999           3-5 
## 7354    25,000-29,999                 100-999           1-2 
## 7355  150,000-199,999              > 100,000          10-20 
## 7356            0-999                 100-999          5-10 
## 7357  150,000-199,999                 100-999           3-5 
## 7358             <NA>                    <NA>           1-2 
## 7359            0-999           10,000-99,999           < 1 
## 7360             <NA>                    <NA>          5-10 
## 7361    15,000-19,999                      0            1-2 
## 7362    15,000-19,999                    1-99           < 1 
## 7363    40,000-49,999                 100-999           None
## 7364    15,000-19,999                 100-999           1-2 
## 7365    40,000-49,999                    1-99           1-2 
## 7366    30,000-39,999              1000-9,999          5-10 
## 7367    40,000-49,999                 100-999         10-20 
## 7368             <NA>                    <NA>           < 1 
## 7369            0-999                    1-99           3-5 
## 7370  125,000-149,999                 100-999           1-2 
## 7371    25,000-29,999                 100-999           20+ 
## 7372  125,000-149,999              1000-9,999          5-10 
## 7373             <NA>                    <NA>           < 1 
## 7374    40,000-49,999                 100-999           3-5 
## 7375    90,000-99,999                 100-999           3-5 
## 7376    15,000-19,999                      0            None
## 7377      5,000-7,499                 100-999           < 1 
## 7378             <NA>                    <NA>           None
## 7379    50,000-59,999                 100-999         10-20 
## 7380    20,000-24,999                      0            < 1 
## 7381      4,000-4,999                      0            20+ 
## 7382             <NA>                    <NA>           1-2 
## 7383      7,500-9,999                 100-999           < 1 
## 7384  150,000-199,999                 100-999           3-5 
## 7385            0-999                      0            None
## 7386      7,500-9,999                      0            1-2 
## 7387    15,000-19,999                 100-999           3-5 
## 7388      1,000-1,999                      0            None
## 7389    20,000-24,999                      0            < 1 
## 7390    25,000-29,999                      0            20+ 
## 7391            0-999                      0            None
## 7392            0-999                      0            < 1 
## 7393    30,000-39,999                      0           5-10 
## 7394  100,000-124,999              1000-9,999          5-10 
## 7395    25,000-29,999                    1-99          5-10 
## 7396            0-999                      0            None
## 7397      1,000-1,999                    1-99           1-2 
## 7398             <NA>                    <NA>           3-5 
## 7399            0-999                      0            < 1 
## 7400  150,000-199,999           10,000-99,999           < 1 
## 7401             <NA>                    <NA>           < 1 
## 7402    70,000-79,999                 100-999           3-5 
## 7403  150,000-199,999                 100-999          5-10 
## 7404      4,000-4,999                    1-99           < 1 
## 7405  125,000-149,999                      0           5-10 
## 7406  100,000-124,999           10,000-99,999           3-5 
## 7407    15,000-19,999                    1-99          5-10 
## 7408      3,000-3,999                    1-99           < 1 
## 7409             <NA>                    <NA>           1-2 
## 7410    50,000-59,999              > 100,000           5-10 
## 7411    30,000-39,999           10,000-99,999           3-5 
## 7412             <NA>                    <NA>           1-2 
## 7413             <NA>                    <NA>           < 1 
## 7414             <NA>                    <NA>           < 1 
## 7415      7,500-9,999              1000-9,999           1-2 
## 7416             <NA>                    <NA>           < 1 
## 7417    15,000-19,999                    1-99           3-5 
## 7418             <NA>                    <NA>           < 1 
## 7419      3,000-3,999                    1-99           1-2 
## 7420    10,000-14,999                    1-99           < 1 
## 7421            0-999                 100-999           < 1 
## 7422    40,000-49,999              1000-9,999         10-20 
## 7423             <NA>                    <NA>           1-2 
## 7424             <NA>                    <NA>           < 1 
## 7425             <NA>                    <NA>           < 1 
## 7426  150,000-199,999                      0           5-10 
## 7427      2,000-2,999                      0            < 1 
## 7428    80,000-89,999                 100-999           3-5 
## 7429             <NA>                    <NA>           < 1 
## 7430             <NA>                    <NA>           < 1 
## 7431    15,000-19,999                      0            1-2 
## 7432             <NA>                    <NA>           < 1 
## 7433            0-999           10,000-99,999           < 1 
## 7434             <NA>                    <NA>           1-2 
## 7435      1,000-1,999                    1-99           < 1 
## 7436    20,000-24,999              1000-9,999           1-2 
## 7437             <NA>                    <NA>           1-2 
## 7438            0-999                      0            < 1 
## 7439             <NA>                    <NA>           3-5 
## 7440    70,000-79,999                      0          10-20 
## 7441             <NA>                    <NA>           3-5 
## 7442    80,000-89,999              > 100,000          10-20 
## 7443    10,000-14,999                    1-99           1-2 
## 7444  100,000-124,999              1000-9,999           3-5 
## 7445    50,000-59,999                 100-999           20+ 
## 7446             <NA>                    <NA>           < 1 
## 7447            0-999                    1-99           1-2 
## 7448    10,000-14,999                    1-99           3-5 
## 7449      5,000-7,499                 100-999         10-20 
## 7450    50,000-59,999              > 100,000          10-20 
## 7451      5,000-7,499                 100-999           1-2 
## 7452      1,000-1,999                    1-99           3-5 
## 7453    40,000-49,999                      0            < 1 
## 7454    15,000-19,999           10,000-99,999           1-2 
## 7455             <NA>                    <NA>           < 1 
## 7456            0-999                    1-99           3-5 
## 7457    30,000-39,999                 100-999           < 1 
## 7458            0-999                      0            1-2 
## 7459            0-999              1000-9,999           3-5 
## 7460            0-999                      0            3-5 
## 7461    10,000-14,999                      0            < 1 
## 7462    30,000-39,999           10,000-99,999           20+ 
## 7463  150,000-199,999              > 100,000          10-20 
## 7464  250,000-299,999           10,000-99,999          5-10 
## 7465             <NA>                    <NA>          5-10 
## 7466            0-999                      0           5-10 
## 7467    70,000-79,999                    1-99           3-5 
## 7468      2,000-2,999                 100-999          5-10 
## 7469    70,000-79,999              1000-9,999           1-2 
## 7470            0-999                      0            3-5 
## 7471    30,000-39,999                      0            < 1 
## 7472      5,000-7,499                    1-99           1-2 
## 7473      1,000-1,999              1000-9,999           1-2 
## 7474    30,000-39,999              1000-9,999           3-5 
## 7475    10,000-14,999                      0            < 1 
## 7476      2,000-2,999              1000-9,999         10-20 
## 7477             <NA>                    <NA>           < 1 
## 7478            0-999                      0            1-2 
## 7479    15,000-19,999                      0            1-2 
## 7480             <NA>                    <NA>           < 1 
## 7481             <NA>                    <NA>           None
## 7482    40,000-49,999              1000-9,999           < 1 
## 7483    70,000-79,999                      0            < 1 
## 7484  200,000-249,999           10,000-99,999           20+ 
## 7485    15,000-19,999                 100-999           3-5 
## 7486      7,500-9,999                    1-99           < 1 
## 7487             <NA>                    <NA>           3-5 
## 7488             <NA>                    <NA>           3-5 
## 7489      5,000-7,499                 100-999           3-5 
## 7490    25,000-29,999                      0           5-10 
## 7491    15,000-19,999                      0            None
## 7492    25,000-29,999                      0            < 1 
## 7493      2,000-2,999                      0           5-10 
## 7494      7,500-9,999           10,000-99,999           3-5 
## 7495             <NA>                    <NA>           < 1 
## 7496      2,000-2,999                 100-999           3-5 
## 7497    70,000-79,999              1000-9,999           None
## 7498    70,000-79,999              > 100,000            3-5 
## 7499    70,000-79,999                 100-999           < 1 
## 7500             <NA>                    <NA>           < 1 
## 7501    60,000-69,999              > 100,000            3-5 
## 7502      2,000-2,999                      0            None
## 7503             <NA>                    <NA>           < 1 
## 7504            0-999                      0            1-2 
## 7505    90,000-99,999                      0            20+ 
## 7506            0-999                      0            None
## 7507             <NA>                    <NA>           1-2 
## 7508      1,000-1,999              1000-9,999           1-2 
## 7509             <NA>                    <NA>           < 1 
## 7510    10,000-14,999                      0            3-5 
## 7511  100,000-124,999              1000-9,999         10-20 
## 7512            0-999                      0            < 1 
## 7513            0-999                      0            3-5 
## 7514    90,000-99,999                      0            3-5 
## 7515    70,000-79,999                 100-999           None
## 7516      5,000-7,499                      0            < 1 
## 7517    90,000-99,999                      0            < 1 
## 7518             <NA>                    <NA>           1-2 
## 7519            0-999                 100-999           3-5 
## 7520    90,000-99,999                      0           5-10 
## 7521             <NA>                    <NA>           < 1 
## 7522             <NA>                    <NA>           None
## 7523    70,000-79,999              1000-9,999          5-10 
## 7524      3,000-3,999                      0           5-10 
## 7525    80,000-89,999                 100-999           3-5 
## 7526    70,000-79,999                    1-99          5-10 
## 7527  125,000-149,999                      0            3-5 
## 7528  125,000-149,999           10,000-99,999          5-10 
## 7529  125,000-149,999                    1-99           3-5 
## 7530    15,000-19,999                      0            None
## 7531      1,000-1,999                    1-99           < 1 
## 7532    20,000-24,999                      0            1-2 
## 7533      7,500-9,999                      0            3-5 
## 7534      2,000-2,999                 100-999           < 1 
## 7535    30,000-39,999              1000-9,999           3-5 
## 7536      4,000-4,999                    1-99           3-5 
## 7537            0-999                      0            1-2 
## 7538            0-999                      0           5-10 
## 7539             <NA>                    <NA>           < 1 
## 7540             <NA>                    <NA>           3-5 
## 7541             <NA>                    <NA>           20+ 
## 7542             <NA>                    <NA>          5-10 
## 7543             <NA>                    <NA>           1-2 
## 7544    50,000-59,999              1000-9,999           1-2 
## 7545            0-999                      0            3-5 
## 7546  125,000-149,999                      0           5-10 
## 7547  200,000-249,999           10,000-99,999           1-2 
## 7548  100,000-124,999                      0           5-10 
## 7549  125,000-149,999              > 100,000            < 1 
## 7550             <NA>                    <NA>           < 1 
## 7551    40,000-49,999                 100-999           1-2 
## 7552    25,000-29,999                      0           5-10 
## 7553  200,000-249,999              > 100,000            20+ 
## 7554      7,500-9,999                 100-999           1-2 
## 7555    15,000-19,999              > 100,000            3-5 
## 7556             <NA>                    <NA>           3-5 
## 7557      5,000-7,499                    1-99           None
## 7558  200,000-249,999              > 100,000            20+ 
## 7559             <NA>                    <NA>           1-2 
## 7560            0-999                      0            < 1 
## 7561    40,000-49,999                      0          10-20 
## 7562  100,000-124,999                      0            < 1 
## 7563  150,000-199,999           10,000-99,999           20+ 
## 7564    10,000-14,999                      0            < 1 
## 7565             <NA>                    <NA>           < 1 
## 7566    30,000-39,999                      0            1-2 
## 7567      1,000-1,999                 100-999           1-2 
## 7568    25,000-29,999              1000-9,999           1-2 
## 7569    80,000-89,999                      0           5-10 
## 7570             <NA>                    <NA>           < 1 
## 7571  150,000-199,999           10,000-99,999           3-5 
## 7572             <NA>                    <NA>           1-2 
## 7573      5,000-7,499                      0            3-5 
## 7574  125,000-149,999              1000-9,999           20+ 
## 7575             <NA>                    <NA>           1-2 
## 7576    30,000-39,999                      0          10-20 
## 7577    25,000-29,999           10,000-99,999          5-10 
## 7578             <NA>                    <NA>           < 1 
## 7579    70,000-79,999                      0            20+ 
## 7580             <NA>                    <NA>           1-2 
## 7581    60,000-69,999              1000-9,999         10-20 
## 7582      5,000-7,499                      0            None
## 7583             <NA>                    <NA>          5-10 
## 7584            0-999                    1-99           < 1 
## 7585             <NA>                    <NA>           3-5 
## 7586    25,000-29,999                 100-999           < 1 
## 7587            0-999                      0            None
## 7588             <NA>                    <NA>           < 1 
## 7589  100,000-124,999                      0            3-5 
## 7590             <NA>                    <NA>           < 1 
## 7591             <NA>                    <NA>           < 1 
## 7592             <NA>                    <NA>           < 1 
## 7593             <NA>                    <NA>           3-5 
## 7594            0-999                    1-99           1-2 
## 7595    25,000-29,999              1000-9,999           3-5 
## 7596    90,000-99,999                      0            None
## 7597  125,000-149,999           10,000-99,999           20+ 
## 7598            0-999              1000-9,999           3-5 
## 7599  100,000-124,999           10,000-99,999           3-5 
## 7600             <NA>                    <NA>           3-5 
## 7601             <NA>                    <NA>           < 1 
## 7602             <NA>                    <NA>           < 1 
## 7603            0-999                      0            < 1 
## 7604            0-999                      0            3-5 
## 7605    70,000-79,999           10,000-99,999           20+ 
## 7606      4,000-4,999              1000-9,999           3-5 
## 7607  200,000-249,999              > 100,000          10-20 
## 7608             <NA>                    <NA>           < 1 
## 7609      3,000-3,999                 100-999          5-10 
## 7610    70,000-79,999              1000-9,999           3-5 
## 7611  100,000-124,999              1000-9,999           1-2 
## 7612  100,000-124,999           10,000-99,999           1-2 
## 7613    30,000-39,999                      0            1-2 
## 7614             <NA>                    <NA>           < 1 
## 7615             <NA>                    <NA>           3-5 
## 7616    40,000-49,999           10,000-99,999           3-5 
## 7617    70,000-79,999                    1-99           1-2 
## 7618             <NA>                    <NA>           1-2 
## 7619  125,000-149,999              > 100,000           5-10 
## 7620    70,000-79,999              > 100,000            3-5 
## 7621             <NA>                    <NA>           < 1 
## 7622    20,000-24,999                      0           5-10 
## 7623  125,000-149,999              1000-9,999           20+ 
## 7624      5,000-7,499                      0            3-5 
## 7625  100,000-124,999                      0            3-5 
## 7626    40,000-49,999              1000-9,999           3-5 
## 7627      1,000-1,999                    1-99           < 1 
## 7628             <NA>                    <NA>           < 1 
## 7629    25,000-29,999              1000-9,999           1-2 
## 7630    15,000-19,999           10,000-99,999          5-10 
## 7631  150,000-199,999              1000-9,999           < 1 
## 7632    70,000-79,999              1000-9,999           3-5 
## 7633             <NA>                    <NA>           < 1 
## 7634    10,000-14,999                    1-99           3-5 
## 7635      4,000-4,999           10,000-99,999           < 1 
## 7636             <NA>                    <NA>           < 1 
## 7637             <NA>                    <NA>           1-2 
## 7638             <NA>                    <NA>           3-5 
## 7639      7,500-9,999              1000-9,999           1-2 
## 7640            0-999              1000-9,999         10-20 
## 7641      4,000-4,999           10,000-99,999           1-2 
## 7642    10,000-14,999                 100-999           1-2 
## 7643    10,000-14,999              1000-9,999           1-2 
## 7644            0-999                    1-99           < 1 
## 7645    80,000-89,999              1000-9,999           3-5 
## 7646      1,000-1,999                 100-999           < 1 
## 7647    20,000-24,999                 100-999           1-2 
## 7648             <NA>                    <NA>           None
## 7649      5,000-7,499                      0            < 1 
## 7650    50,000-59,999              > 100,000           5-10 
## 7651      7,500-9,999                      0            1-2 
## 7652  150,000-199,999              1000-9,999         10-20 
## 7653    40,000-49,999                 100-999          5-10 
## 7654             <NA>                    <NA>           None
## 7655  125,000-149,999                    1-99         10-20 
## 7656    10,000-14,999                    1-99           1-2 
## 7657    15,000-19,999                      0            < 1 
## 7658            0-999                      0            None
## 7659      4,000-4,999              1000-9,999           3-5 
## 7660             <NA>                    <NA>           1-2 
## 7661    40,000-49,999                    1-99           1-2 
## 7662    30,000-39,999              1000-9,999           3-5 
## 7663    80,000-89,999                      0            1-2 
## 7664             <NA>                    <NA>           < 1 
## 7665  125,000-149,999                      0          10-20 
## 7666      3,000-3,999                    1-99           1-2 
## 7667    30,000-39,999              1000-9,999           1-2 
## 7668    80,000-89,999              1000-9,999           3-5 
## 7669      2,000-2,999                      0            < 1 
## 7670    20,000-24,999                      0            < 1 
## 7671    90,000-99,999                      0            < 1 
## 7672      5,000-7,499                      0            < 1 
## 7673    10,000-14,999              1000-9,999           1-2 
## 7674    60,000-69,999              1000-9,999           None
## 7675        > 500,000                    1-99           20+ 
## 7676            0-999                      0            < 1 
## 7677    10,000-14,999                    1-99           3-5 
## 7678      7,500-9,999                      0            1-2 
## 7679             <NA>                    <NA>           1-2 
## 7680            0-999                      0            None
## 7681    25,000-29,999              1000-9,999           3-5 
## 7682    20,000-24,999                      0            1-2 
## 7683            0-999                      0            3-5 
## 7684    20,000-24,999                      0            < 1 
## 7685      2,000-2,999           10,000-99,999          5-10 
## 7686            0-999              1000-9,999           < 1 
## 7687    20,000-24,999                      0            3-5 
## 7688             <NA>                    <NA>           < 1 
## 7689    15,000-19,999                      0            1-2 
## 7690             <NA>                    <NA>         10-20 
## 7691    40,000-49,999              1000-9,999           3-5 
## 7692             <NA>                    <NA>           None
## 7693             <NA>                    <NA>           1-2 
## 7694    30,000-39,999                      0           5-10 
## 7695             <NA>                    <NA>           < 1 
## 7696  100,000-124,999                      0           5-10 
## 7697      4,000-4,999                      0            < 1 
## 7698    60,000-69,999                    1-99           1-2 
## 7699            0-999                    1-99           < 1 
## 7700  100,000-124,999                 100-999           20+ 
## 7701    50,000-59,999              1000-9,999         10-20 
## 7702    40,000-49,999              1000-9,999          5-10 
## 7703    50,000-59,999              1000-9,999           1-2 
## 7704      1,000-1,999                 100-999           3-5 
## 7705             <NA>                    <NA>           < 1 
## 7706      2,000-2,999                 100-999           < 1 
## 7707      3,000-3,999                      0            < 1 
## 7708            0-999                      0            None
## 7709             <NA>                    <NA>           3-5 
## 7710      4,000-4,999                      0            < 1 
## 7711      5,000-7,499                      0            < 1 
## 7712    20,000-24,999              1000-9,999           3-5 
## 7713    10,000-14,999                 100-999           1-2 
## 7714    30,000-39,999                      0            < 1 
## 7715    10,000-14,999              1000-9,999           1-2 
## 7716    40,000-49,999                      0            None
## 7717            0-999              1000-9,999           3-5 
## 7718    60,000-69,999                 100-999          5-10 
## 7719    40,000-49,999              1000-9,999          5-10 
## 7720    50,000-59,999                      0            20+ 
## 7721             <NA>                    <NA>           3-5 
## 7722    25,000-29,999                    1-99           < 1 
## 7723    40,000-49,999                    1-99           3-5 
## 7724      3,000-3,999              1000-9,999           3-5 
## 7725            0-999                    1-99          5-10 
## 7726             <NA>                    <NA>           3-5 
## 7727             <NA>                    <NA>           3-5 
## 7728      5,000-7,499              1000-9,999          5-10 
## 7729  100,000-124,999              > 100,000          10-20 
## 7730  150,000-199,999              > 100,000          10-20 
## 7731  125,000-149,999           10,000-99,999           3-5 
## 7732  100,000-124,999                 100-999           20+ 
## 7733    10,000-14,999                      0            < 1 
## 7734    15,000-19,999           10,000-99,999           1-2 
## 7735             <NA>                    <NA>           3-5 
## 7736             <NA>                    <NA>           < 1 
## 7737  125,000-149,999              1000-9,999          5-10 
## 7738  125,000-149,999              > 100,000           5-10 
## 7739    60,000-69,999              > 100,000          10-20 
## 7740      5,000-7,499                      0            1-2 
## 7741             <NA>                    <NA>           < 1 
## 7742    15,000-19,999                      0            < 1 
## 7743      5,000-7,499                      0           5-10 
## 7744             <NA>                    <NA>           3-5 
## 7745      5,000-7,499                      0            1-2 
## 7746             <NA>                    <NA>           1-2 
## 7747  150,000-199,999              1000-9,999           20+ 
## 7748    15,000-19,999                 100-999           3-5 
## 7749    50,000-59,999              1000-9,999           3-5 
## 7750    90,000-99,999           10,000-99,999           1-2 
## 7751    30,000-39,999                      0           5-10 
## 7752      4,000-4,999                 100-999           < 1 
## 7753  150,000-199,999              > 100,000            None
## 7754             <NA>                    <NA>           1-2 
## 7755    40,000-49,999           10,000-99,999         10-20 
## 7756      1,000-1,999                 100-999           3-5 
## 7757  200,000-249,999                 100-999          5-10 
## 7758             <NA>                    <NA>           1-2 
## 7759    60,000-69,999              1000-9,999           3-5 
## 7760    40,000-49,999                      0            3-5 
## 7761             <NA>                    <NA>           1-2 
## 7762  150,000-199,999                 100-999         10-20 
## 7763    50,000-59,999              1000-9,999          5-10 
## 7764      4,000-4,999                      0            < 1 
## 7765             <NA>                    <NA>           < 1 
## 7766  125,000-149,999              > 100,000            < 1 
## 7767    30,000-39,999              1000-9,999           1-2 
## 7768      1,000-1,999              1000-9,999           3-5 
## 7769             <NA>                    <NA>           < 1 
## 7770    50,000-59,999                      0          10-20 
## 7771             <NA>                    <NA>           < 1 
## 7772  125,000-149,999              1000-9,999          5-10 
## 7773      1,000-1,999                 100-999          5-10 
## 7774    25,000-29,999              1000-9,999          5-10 
## 7775  100,000-124,999                 100-999         10-20 
## 7776  125,000-149,999              1000-9,999         10-20 
## 7777             <NA>                    <NA>           1-2 
## 7778             <NA>                    <NA>           1-2 
## 7779      2,000-2,999                    1-99           1-2 
## 7780            0-999                 100-999           3-5 
## 7781    30,000-39,999                      0            3-5 
## 7782  100,000-124,999                 100-999           20+ 
## 7783    10,000-14,999                    1-99           3-5 
## 7784            0-999              1000-9,999           20+ 
## 7785    10,000-14,999                      0            1-2 
## 7786    30,000-39,999              1000-9,999           3-5 
## 7787    20,000-24,999                      0            3-5 
## 7788    20,000-24,999                      0            None
## 7789             <NA>                    <NA>           < 1 
## 7790    30,000-39,999                 100-999           3-5 
## 7791    70,000-79,999                 100-999         10-20 
## 7792             <NA>                    <NA>           1-2 
## 7793    90,000-99,999                 100-999           < 1 
## 7794    50,000-59,999                      0            < 1 
## 7795             <NA>                    <NA>           3-5 
## 7796    30,000-39,999                    1-99           1-2 
## 7797            0-999              1000-9,999           3-5 
## 7798            0-999                      0            < 1 
## 7799    50,000-59,999           10,000-99,999           3-5 
## 7800             <NA>                    <NA>           1-2 
## 7801    60,000-69,999              > 100,000            3-5 
## 7802             <NA>                    <NA>           1-2 
## 7803    60,000-69,999           10,000-99,999           < 1 
## 7804             <NA>                    <NA>           < 1 
## 7805    50,000-59,999                 100-999           3-5 
## 7806             <NA>                    <NA>           1-2 
## 7807             <NA>                    <NA>           1-2 
## 7808    20,000-24,999              > 100,000            3-5 
## 7809    60,000-69,999              1000-9,999          5-10 
## 7810    90,000-99,999                 100-999           3-5 
## 7811             <NA>                    <NA>           1-2 
## 7812  150,000-199,999              > 100,000          10-20 
## 7813    80,000-89,999                      0           5-10 
## 7814      5,000-7,499                    1-99           3-5 
## 7815    90,000-99,999                      0           5-10 
## 7816    30,000-39,999              1000-9,999           1-2 
## 7817    90,000-99,999              1000-9,999           1-2 
## 7818             <NA>                    <NA>           < 1 
## 7819      5,000-7,499                 100-999           1-2 
## 7820            0-999                      0            < 1 
## 7821            0-999                      0            < 1 
## 7822    10,000-14,999                      0           5-10 
## 7823            0-999                 100-999           3-5 
## 7824  125,000-149,999              1000-9,999           3-5 
## 7825    20,000-24,999                    1-99           3-5 
## 7826    40,000-49,999                      0            1-2 
## 7827    20,000-24,999                    1-99           1-2 
## 7828    25,000-29,999                 100-999           3-5 
## 7829    50,000-59,999                      0            1-2 
## 7830      7,500-9,999                      0            3-5 
## 7831    90,000-99,999                      0            3-5 
## 7832    10,000-14,999                 100-999           < 1 
## 7833             <NA>                    <NA>           1-2 
## 7834    10,000-14,999              1000-9,999          5-10 
## 7835    20,000-24,999                 100-999           20+ 
## 7836             <NA>                    <NA>           1-2 
## 7837    25,000-29,999                 100-999           3-5 
## 7838    50,000-59,999                      0            3-5 
## 7839  100,000-124,999           10,000-99,999           3-5 
## 7840    15,000-19,999                    1-99           1-2 
## 7841             <NA>                    <NA>           < 1 
## 7842    50,000-59,999                 100-999          5-10 
## 7843            0-999                      0            None
## 7844             <NA>                    <NA>           None
## 7845    10,000-14,999                 100-999           < 1 
## 7846    50,000-59,999           10,000-99,999           3-5 
## 7847    30,000-39,999              1000-9,999           3-5 
## 7848    30,000-39,999                      0            1-2 
## 7849             <NA>                    <NA>           < 1 
## 7850    60,000-69,999              1000-9,999          5-10 
## 7851    90,000-99,999                 100-999         10-20 
## 7852      2,000-2,999                    1-99           < 1 
## 7853    70,000-79,999              > 100,000          10-20 
## 7854    60,000-69,999              1000-9,999          5-10 
## 7855    30,000-39,999                      0            1-2 
## 7856  100,000-124,999              1000-9,999          5-10 
## 7857  125,000-149,999              1000-9,999           20+ 
## 7858    40,000-49,999                 100-999           3-5 
## 7859  125,000-149,999           10,000-99,999           20+ 
## 7860             <NA>                    <NA>           < 1 
## 7861            0-999                    1-99           < 1 
## 7862  100,000-124,999              1000-9,999           3-5 
## 7863             <NA>                    <NA>           < 1 
## 7864    15,000-19,999                    1-99           1-2 
## 7865             <NA>                    <NA>           < 1 
## 7866    80,000-89,999                 100-999           < 1 
## 7867             <NA>                    <NA>           < 1 
## 7868    70,000-79,999                      0            None
## 7869            0-999                    1-99           3-5 
## 7870    40,000-49,999           10,000-99,999           3-5 
## 7871    20,000-24,999                 100-999           < 1 
## 7872             <NA>                    <NA>           1-2 
## 7873    60,000-69,999                      0           5-10 
## 7874    30,000-39,999                    1-99         10-20 
## 7875  125,000-149,999                    1-99           20+ 
## 7876             <NA>                    <NA>           3-5 
## 7877  125,000-149,999                      0            20+ 
## 7878             <NA>                    <NA>           1-2 
## 7879             <NA>                    <NA>           3-5 
## 7880      2,000-2,999                 100-999           3-5 
## 7881    25,000-29,999                 100-999           1-2 
## 7882    70,000-79,999           10,000-99,999           3-5 
## 7883    10,000-14,999                      0            3-5 
## 7884             <NA>                    <NA>           3-5 
## 7885    60,000-69,999                      0            < 1 
## 7886    70,000-79,999              1000-9,999           < 1 
## 7887  100,000-124,999                      0           5-10 
## 7888             <NA>                    <NA>           < 1 
## 7889      2,000-2,999           10,000-99,999          5-10 
## 7890             <NA>                    <NA>          5-10 
## 7891    10,000-14,999              > 100,000            1-2 
## 7892             <NA>                    <NA>           None
## 7893             <NA>                    <NA>           1-2 
## 7894      5,000-7,499              1000-9,999           1-2 
## 7895  125,000-149,999                      0            20+ 
## 7896             <NA>                    <NA>           3-5 
## 7897             <NA>                    <NA>           < 1 
## 7898      1,000-1,999                      0            < 1 
## 7899             <NA>                    <NA>           1-2 
## 7900    10,000-14,999                      0            1-2 
## 7901    80,000-89,999                      0            3-5 
## 7902    15,000-19,999                 100-999           1-2 
## 7903            0-999              > 100,000            1-2 
## 7904  100,000-124,999                      0            3-5 
## 7905  125,000-149,999              1000-9,999           1-2 
## 7906    60,000-69,999           10,000-99,999          5-10 
## 7907             <NA>                    <NA>          5-10 
## 7908    20,000-24,999                    1-99           1-2 
## 7909    30,000-39,999              1000-9,999         10-20 
## 7910    40,000-49,999                      0            1-2 
## 7911    60,000-69,999              > 100,000            3-5 
## 7912    30,000-39,999                 100-999           3-5 
## 7913             <NA>                    <NA>           1-2 
## 7914             <NA>                    <NA>           1-2 
## 7915  100,000-124,999           10,000-99,999           3-5 
## 7916    40,000-49,999                      0            1-2 
## 7917             <NA>                    <NA>           3-5 
## 7918    40,000-49,999              1000-9,999          5-10 
## 7919    25,000-29,999                    1-99           1-2 
## 7920             <NA>                    <NA>           < 1 
## 7921    70,000-79,999                 100-999          5-10 
## 7922            0-999              1000-9,999           20+ 
## 7923  125,000-149,999           10,000-99,999           1-2 
## 7924    25,000-29,999                 100-999           3-5 
## 7925    50,000-59,999                 100-999           1-2 
## 7926  100,000-124,999                      0            20+ 
## 7927    90,000-99,999           10,000-99,999         10-20 
## 7928    10,000-14,999              1000-9,999           3-5 
## 7929    30,000-39,999                    1-99          5-10 
## 7930            0-999              1000-9,999          5-10 
## 7931      7,500-9,999              1000-9,999           < 1 
## 7932      5,000-7,499                 100-999          5-10 
## 7933      1,000-1,999                 100-999           3-5 
## 7934             <NA>                    <NA>           3-5 
## 7935             <NA>                    <NA>           < 1 
## 7936    40,000-49,999                      0            3-5 
## 7937    60,000-69,999           10,000-99,999         10-20 
## 7938      1,000-1,999                      0            1-2 
## 7939  150,000-199,999                      0            20+ 
## 7940    30,000-39,999                 100-999          5-10 
## 7941      5,000-7,499              1000-9,999           < 1 
## 7942    70,000-79,999              1000-9,999           3-5 
## 7943             <NA>                    <NA>           1-2 
## 7944    50,000-59,999              1000-9,999          5-10 
## 7945             <NA>                    <NA>           1-2 
## 7946             <NA>                    <NA>           < 1 
## 7947    80,000-89,999                      0            3-5 
## 7948      3,000-3,999              1000-9,999         10-20 
## 7949    30,000-39,999              1000-9,999           1-2 
## 7950  150,000-199,999                      0            20+ 
## 7951  150,000-199,999              1000-9,999          5-10 
## 7952    80,000-89,999                 100-999          5-10 
## 7953      2,000-2,999                      0            < 1 
## 7954    50,000-59,999              1000-9,999           3-5 
## 7955    80,000-89,999                      0            3-5 
## 7956             <NA>                    <NA>           < 1 
## 7957    80,000-89,999              1000-9,999           3-5 
## 7958             <NA>                    <NA>           < 1 
## 7959      3,000-3,999              1000-9,999           3-5 
## 7960    50,000-59,999                      0           5-10 
## 7961      1,000-1,999                    1-99           1-2 
## 7962  125,000-149,999              1000-9,999          5-10 
## 7963             <NA>                    <NA>           1-2 
## 7964    25,000-29,999              > 100,000            1-2 
## 7965    10,000-14,999                    1-99           20+ 
## 7966    60,000-69,999                      0            1-2 
## 7967  125,000-149,999                 100-999           < 1 
## 7968  100,000-124,999              > 100,000           5-10 
## 7969    70,000-79,999              > 100,000            1-2 
## 7970            0-999                      0            3-5 
## 7971  200,000-249,999                      0            < 1 
## 7972      7,500-9,999                    1-99          5-10 
## 7973  200,000-249,999                      0           5-10 
## 7974    90,000-99,999                 100-999          5-10 
## 7975    60,000-69,999           10,000-99,999           3-5 
## 7976    20,000-24,999                 100-999           3-5 
## 7977    70,000-79,999              1000-9,999          5-10 
## 7978    70,000-79,999              1000-9,999          5-10 
## 7979      5,000-7,499                 100-999           3-5 
## 7980            0-999                 100-999           3-5 
## 7981      3,000-3,999              1000-9,999           < 1 
## 7982             <NA>                    <NA>          5-10 
## 7983  125,000-149,999           10,000-99,999           3-5 
## 7984    60,000-69,999                 100-999           3-5 
## 7985             <NA>                    <NA>           1-2 
## 7986      1,000-1,999                      0            1-2 
## 7987  150,000-199,999                      0           5-10 
## 7988             <NA>                    <NA>           None
## 7989    10,000-14,999                 100-999           < 1 
## 7990    20,000-24,999              1000-9,999           3-5 
## 7991    90,000-99,999                 100-999           3-5 
## 7992             <NA>                    <NA>           3-5 
## 7993             <NA>                    <NA>           < 1 
## 7994             <NA>                    <NA>           1-2 
## 7995  100,000-124,999                 100-999           3-5 
## 7996    90,000-99,999              1000-9,999           3-5 
## 7997    30,000-39,999           10,000-99,999          5-10 
## 7998    50,000-59,999                      0            3-5 
## 7999    40,000-49,999                 100-999           < 1 
## 8000  100,000-124,999              1000-9,999           3-5 
## 8001    15,000-19,999                      0            < 1 
## 8002            0-999                      0            20+ 
## 8003  200,000-249,999           10,000-99,999          5-10 
## 8004      5,000-7,499                      0            3-5 
## 8005    15,000-19,999                 100-999         10-20 
## 8006  150,000-199,999              > 100,000           5-10 
## 8007             <NA>                    <NA>           None
## 8008    50,000-59,999                      0            < 1 
## 8009      7,500-9,999                      0            1-2 
## 8010             <NA>                    <NA>           1-2 
## 8011      1,000-1,999                    1-99           < 1 
## 8012             <NA>                    <NA>          5-10 
## 8013      7,500-9,999                 100-999          5-10 
## 8014             <NA>                    <NA>           1-2 
## 8015    30,000-39,999                 100-999           3-5 
## 8016      1,000-1,999                    1-99           1-2 
## 8017             <NA>                    <NA>           1-2 
## 8018      4,000-4,999                      0            1-2 
## 8019  150,000-199,999              > 100,000            20+ 
## 8020      5,000-7,499                 100-999           < 1 
## 8021             <NA>                    <NA>           3-5 
## 8022  100,000-124,999           10,000-99,999           3-5 
## 8023      4,000-4,999                      0            < 1 
## 8024  125,000-149,999              > 100,000            20+ 
## 8025    60,000-69,999                      0            3-5 
## 8026      1,000-1,999                      0           5-10 
## 8027    40,000-49,999                      0            3-5 
## 8028    20,000-24,999                      0            3-5 
## 8029      7,500-9,999                    1-99           3-5 
## 8030    25,000-29,999              1000-9,999           1-2 
## 8031      7,500-9,999                      0            < 1 
## 8032      1,000-1,999                      0            < 1 
## 8033    50,000-59,999                      0            None
## 8034    20,000-24,999           10,000-99,999         10-20 
## 8035    30,000-39,999                    1-99           3-5 
## 8036    30,000-39,999                 100-999         10-20 
## 8037    30,000-39,999                      0            3-5 
## 8038  100,000-124,999                    1-99           1-2 
## 8039    10,000-14,999                 100-999           1-2 
## 8040             <NA>                    <NA>           3-5 
## 8041      3,000-3,999                      0            3-5 
## 8042    40,000-49,999           10,000-99,999           < 1 
## 8043             <NA>                    <NA>           < 1 
## 8044    10,000-14,999                      0            20+ 
## 8045             <NA>                    <NA>           < 1 
## 8046             <NA>                    <NA>           None
## 8047            0-999                      0            3-5 
## 8048  100,000-124,999              1000-9,999           3-5 
## 8049    70,000-79,999              1000-9,999           1-2 
## 8050  150,000-199,999                      0          10-20 
## 8051      7,500-9,999              1000-9,999           1-2 
## 8052    40,000-49,999           10,000-99,999           20+ 
## 8053  200,000-249,999              > 100,000           5-10 
## 8054    90,000-99,999                    1-99         10-20 
## 8055            0-999                    1-99           3-5 
## 8056            0-999                      0            1-2 
## 8057      5,000-7,499                      0            < 1 
## 8058    50,000-59,999                      0            None
## 8059    80,000-89,999           10,000-99,999           1-2 
## 8060    30,000-39,999           10,000-99,999          5-10 
## 8061             <NA>                    <NA>           < 1 
## 8062  300,000-500,000                 100-999           1-2 
## 8063            0-999                    1-99           None
## 8064    50,000-59,999                    1-99           3-5 
## 8065    30,000-39,999                 100-999           1-2 
## 8066  150,000-199,999              1000-9,999          5-10 
## 8067  100,000-124,999              1000-9,999           3-5 
## 8068    10,000-14,999              1000-9,999          5-10 
## 8069            0-999                      0            < 1 
## 8070             <NA>                    <NA>           3-5 
## 8071            0-999                      0            < 1 
## 8072    70,000-79,999              1000-9,999           1-2 
## 8073    90,000-99,999                      0            1-2 
## 8074             <NA>                    <NA>           < 1 
## 8075    90,000-99,999                      0            < 1 
## 8076    25,000-29,999                 100-999           1-2 
## 8077             <NA>                    <NA>           < 1 
## 8078    90,000-99,999                      0            3-5 
## 8079    25,000-29,999                 100-999           3-5 
## 8080             <NA>                    <NA>           < 1 
## 8081            0-999                 100-999           None
## 8082  125,000-149,999              > 100,000           5-10 
## 8083             <NA>                    <NA>           1-2 
## 8084             <NA>                    <NA>           3-5 
## 8085    40,000-49,999                      0            < 1 
## 8086             <NA>                    <NA>         10-20 
## 8087    80,000-89,999              1000-9,999         10-20 
## 8088    80,000-89,999              1000-9,999           3-5 
## 8089  100,000-124,999                      0            3-5 
## 8090    20,000-24,999              1000-9,999           3-5 
## 8091      2,000-2,999                    1-99           3-5 
## 8092  300,000-500,000           10,000-99,999          5-10 
## 8093             <NA>                    <NA>           < 1 
## 8094    40,000-49,999                      0            1-2 
## 8095            0-999                    1-99           None
## 8096    30,000-39,999                 100-999           3-5 
## 8097      5,000-7,499                 100-999           1-2 
## 8098      7,500-9,999                      0            < 1 
## 8099    10,000-14,999                      0            < 1 
## 8100    80,000-89,999                      0            3-5 
## 8101      7,500-9,999                      0            1-2 
## 8102  125,000-149,999                 100-999         10-20 
## 8103             <NA>                    <NA>           1-2 
## 8104    50,000-59,999                 100-999           3-5 
## 8105    40,000-49,999                 100-999         10-20 
## 8106    25,000-29,999                      0            3-5 
## 8107    50,000-59,999              1000-9,999         10-20 
## 8108  100,000-124,999              1000-9,999          5-10 
## 8109    80,000-89,999              > 100,000           5-10 
## 8110      2,000-2,999                      0            1-2 
## 8111    50,000-59,999           10,000-99,999           1-2 
## 8112    60,000-69,999              > 100,000            3-5 
## 8113  100,000-124,999              1000-9,999           3-5 
## 8114            0-999                    1-99         10-20 
## 8115  100,000-124,999              > 100,000            3-5 
## 8116    10,000-14,999              1000-9,999           3-5 
## 8117    50,000-59,999                      0            < 1 
## 8118    70,000-79,999                 100-999           None
## 8119             <NA>                    <NA>           1-2 
## 8120    10,000-14,999                      0            < 1 
## 8121  100,000-124,999              1000-9,999          5-10 
## 8122            0-999                      0            < 1 
## 8123             <NA>                    <NA>           3-5 
## 8124             <NA>                    <NA>           3-5 
## 8125      3,000-3,999                 100-999           < 1 
## 8126  100,000-124,999                    1-99         10-20 
## 8127    15,000-19,999           10,000-99,999          5-10 
## 8128  100,000-124,999              > 100,000            1-2 
## 8129    15,000-19,999                      0            < 1 
## 8130             <NA>                    <NA>           None
## 8131  100,000-124,999              1000-9,999           3-5 
## 8132  100,000-124,999           10,000-99,999           20+ 
## 8133  100,000-124,999              1000-9,999           3-5 
## 8134             <NA>                    <NA>           3-5 
## 8135             <NA>                    <NA>           1-2 
## 8136  150,000-199,999              1000-9,999          5-10 
## 8137             <NA>                    <NA>           < 1 
## 8138      1,000-1,999                    1-99           < 1 
## 8139  125,000-149,999                 100-999          5-10 
## 8140    25,000-29,999              1000-9,999           1-2 
## 8141  150,000-199,999              1000-9,999           1-2 
## 8142  100,000-124,999              > 100,000           5-10 
## 8143    40,000-49,999                 100-999           1-2 
## 8144    20,000-24,999              1000-9,999          5-10 
## 8145    70,000-79,999           10,000-99,999          5-10 
## 8146  100,000-124,999                 100-999         10-20 
## 8147            0-999              1000-9,999           3-5 
## 8148             <NA>                    <NA>           < 1 
## 8149            0-999                 100-999           < 1 
## 8150    25,000-29,999                      0           5-10 
## 8151    50,000-59,999           10,000-99,999           3-5 
## 8152             <NA>                    <NA>           < 1 
## 8153             <NA>                    <NA>           < 1 
## 8154    70,000-79,999                    1-99           3-5 
## 8155      3,000-3,999                 100-999           3-5 
## 8156             <NA>                    <NA>           None
## 8157    70,000-79,999                 100-999           3-5 
## 8158      2,000-2,999                      0            1-2 
## 8159  100,000-124,999              > 100,000           5-10 
## 8160      7,500-9,999              1000-9,999           1-2 
## 8161  150,000-199,999           10,000-99,999          5-10 
## 8162    70,000-79,999              1000-9,999           3-5 
## 8163      4,000-4,999                      0            1-2 
## 8164      2,000-2,999                    1-99           3-5 
## 8165    25,000-29,999                      0            1-2 
## 8166             <NA>                    <NA>           < 1 
## 8167             <NA>                    <NA>           3-5 
## 8168    20,000-24,999                 100-999          5-10 
## 8169  125,000-149,999              1000-9,999           1-2 
## 8170    15,000-19,999              1000-9,999           3-5 
## 8171             <NA>                    <NA>           < 1 
## 8172            0-999           10,000-99,999           3-5 
## 8173  125,000-149,999              1000-9,999           1-2 
## 8174    30,000-39,999              > 100,000            20+ 
## 8175             <NA>                    <NA>           1-2 
## 8176    90,000-99,999                    1-99           3-5 
## 8177  150,000-199,999           10,000-99,999         10-20 
## 8178    90,000-99,999                      0            3-5 
## 8179      3,000-3,999                 100-999           3-5 
## 8180      1,000-1,999                    1-99           3-5 
## 8181    30,000-39,999                      0            < 1 
## 8182      2,000-2,999                 100-999           1-2 
## 8183             <NA>                    <NA>           < 1 
## 8184             <NA>                    <NA>           < 1 
## 8185            0-999                    1-99           1-2 
## 8186    50,000-59,999                 100-999           3-5 
## 8187    60,000-69,999                      0            3-5 
## 8188    60,000-69,999                      0            None
## 8189  125,000-149,999                      0          10-20 
## 8190             <NA>                    <NA>           1-2 
## 8191             <NA>                    <NA>           3-5 
## 8192      5,000-7,499                      0            None
## 8193    70,000-79,999                      0            < 1 
## 8194    80,000-89,999                 100-999           1-2 
## 8195  100,000-124,999              1000-9,999           3-5 
## 8196  100,000-124,999                 100-999         10-20 
## 8197  200,000-249,999              1000-9,999          5-10 
## 8198      2,000-2,999              1000-9,999           None
## 8199    50,000-59,999                      0            3-5 
## 8200             <NA>                    <NA>           None
## 8201    10,000-14,999                      0            20+ 
## 8202             <NA>                    <NA>           3-5 
## 8203      1,000-1,999                      0            1-2 
## 8204    10,000-14,999              1000-9,999           1-2 
## 8205    80,000-89,999              > 100,000            1-2 
## 8206    30,000-39,999              1000-9,999           < 1 
## 8207  250,000-299,999              > 100,000            3-5 
## 8208            0-999                      0            3-5 
## 8209             <NA>                    <NA>           1-2 
## 8210    20,000-24,999           10,000-99,999          5-10 
## 8211            0-999              1000-9,999           3-5 
## 8212  125,000-149,999              1000-9,999          5-10 
## 8213    70,000-79,999                      0            3-5 
## 8214    80,000-89,999           10,000-99,999           3-5 
## 8215  100,000-124,999                 100-999           20+ 
## 8216             <NA>                    <NA>           1-2 
## 8217    90,000-99,999              > 100,000          10-20 
## 8218  125,000-149,999              > 100,000           5-10 
## 8219  300,000-500,000                      0            20+ 
## 8220    30,000-39,999                    1-99           20+ 
## 8221             <NA>                    <NA>           None
## 8222            0-999                 100-999           < 1 
## 8223    50,000-59,999              > 100,000            3-5 
## 8224    50,000-59,999           10,000-99,999           3-5 
## 8225             <NA>                    <NA>           1-2 
## 8226  150,000-199,999              > 100,000          10-20 
## 8227    40,000-49,999              1000-9,999           1-2 
## 8228             <NA>                    <NA>           1-2 
## 8229    25,000-29,999                      0            1-2 
## 8230    70,000-79,999                    1-99          5-10 
## 8231    80,000-89,999           10,000-99,999           1-2 
## 8232      7,500-9,999                      0            1-2 
## 8233    40,000-49,999              1000-9,999           3-5 
## 8234  150,000-199,999              > 100,000            20+ 
## 8235    10,000-14,999                 100-999           3-5 
## 8236  100,000-124,999           10,000-99,999           3-5 
## 8237  100,000-124,999                      0           5-10 
## 8238             <NA>                    <NA>           None
## 8239    80,000-89,999                      0          10-20 
## 8240      3,000-3,999                 100-999           1-2 
## 8241  150,000-199,999           10,000-99,999         10-20 
## 8242    20,000-24,999                 100-999          5-10 
## 8243  200,000-249,999                      0            3-5 
## 8244            0-999                 100-999           1-2 
## 8245    30,000-39,999                 100-999           3-5 
## 8246    40,000-49,999                      0            < 1 
## 8247             <NA>                    <NA>           1-2 
## 8248             <NA>                    <NA>           < 1 
## 8249  100,000-124,999              > 100,000          10-20 
## 8250             <NA>                    <NA>           1-2 
## 8251      2,000-2,999                      0            1-2 
## 8252      3,000-3,999              1000-9,999           1-2 
## 8253  200,000-249,999                      0            20+ 
## 8254    20,000-24,999                 100-999           3-5 
## 8255  150,000-199,999              1000-9,999         10-20 
## 8256  100,000-124,999              > 100,000           5-10 
## 8257             <NA>                    <NA>           20+ 
## 8258      5,000-7,499           10,000-99,999           3-5 
## 8259    15,000-19,999                    1-99          5-10 
## 8260    70,000-79,999                      0           5-10 
## 8261             <NA>                    <NA>           < 1 
## 8262    90,000-99,999              1000-9,999           1-2 
## 8263    20,000-24,999                      0            < 1 
## 8264  125,000-149,999                 100-999         10-20 
## 8265    50,000-59,999                      0            1-2 
## 8266             <NA>                    <NA>           1-2 
## 8267  100,000-124,999              > 100,000            3-5 
## 8268             <NA>                    <NA>           1-2 
## 8269    20,000-24,999                      0            < 1 
## 8270             <NA>                    <NA>           1-2 
## 8271    50,000-59,999                      0            3-5 
## 8272    40,000-49,999                      0            < 1 
## 8273    10,000-14,999                      0            1-2 
## 8274             <NA>                    <NA>           < 1 
## 8275        > 500,000              > 100,000          10-20 
## 8276    30,000-39,999                      0            3-5 
## 8277  100,000-124,999              > 100,000           5-10 
## 8278  100,000-124,999           10,000-99,999         10-20 
## 8279    70,000-79,999                 100-999           3-5 
## 8280             <NA>                    <NA>           1-2 
## 8281             <NA>                    <NA>           < 1 
## 8282    60,000-69,999                      0            1-2 
## 8283  100,000-124,999                 100-999           3-5 
## 8284  100,000-124,999                      0            1-2 
## 8285    70,000-79,999                    1-99           3-5 
## 8286  150,000-199,999              1000-9,999           3-5 
## 8287             <NA>                    <NA>           < 1 
## 8288             <NA>                    <NA>           3-5 
## 8289    30,000-39,999                    1-99           3-5 
## 8290    80,000-89,999              1000-9,999         10-20 
## 8291    25,000-29,999              1000-9,999           3-5 
## 8292             <NA>                    <NA>           1-2 
## 8293    60,000-69,999              > 100,000            1-2 
## 8294    40,000-49,999                 100-999          5-10 
## 8295  150,000-199,999              1000-9,999           3-5 
## 8296      1,000-1,999                      0            < 1 
## 8297      1,000-1,999                 100-999           3-5 
## 8298  100,000-124,999                      0            1-2 
## 8299  200,000-249,999                      0            20+ 
## 8300  125,000-149,999              > 100,000            3-5 
## 8301             <NA>                    <NA>           < 1 
## 8302    15,000-19,999                    1-99           < 1 
## 8303            0-999                    1-99           < 1 
## 8304             <NA>                    <NA>           1-2 
## 8305    10,000-14,999                    1-99           1-2 
## 8306             <NA>                    <NA>           < 1 
## 8307    80,000-89,999                      0           5-10 
## 8308      3,000-3,999              1000-9,999           1-2 
## 8309             <NA>                    <NA>           1-2 
## 8310            0-999                      0            < 1 
## 8311    70,000-79,999                    1-99           < 1 
## 8312    10,000-14,999                    1-99           3-5 
## 8313    20,000-24,999           10,000-99,999          5-10 
## 8314    60,000-69,999              1000-9,999           3-5 
## 8315      4,000-4,999                 100-999           < 1 
## 8316            0-999                      0            < 1 
## 8317  100,000-124,999              1000-9,999           1-2 
## 8318    10,000-14,999                 100-999           1-2 
## 8319    60,000-69,999                      0            < 1 
## 8320    30,000-39,999              1000-9,999           < 1 
## 8321             <NA>                    <NA>           < 1 
## 8322             <NA>                    <NA>           1-2 
## 8323    50,000-59,999                 100-999         10-20 
## 8324             <NA>                    <NA>           1-2 
## 8325    80,000-89,999                    1-99           < 1 
## 8326             <NA>                    <NA>           < 1 
## 8327  100,000-124,999                 100-999          5-10 
## 8328    60,000-69,999              > 100,000           5-10 
## 8329            0-999                      0            3-5 
## 8330             <NA>                    <NA>           1-2 
## 8331    10,000-14,999                      0            3-5 
## 8332      1,000-1,999                 100-999           < 1 
## 8333    10,000-14,999                      0            1-2 
## 8334    90,000-99,999              > 100,000            < 1 
## 8335             <NA>                    <NA>           3-5 
## 8336    40,000-49,999                 100-999           3-5 
## 8337    20,000-24,999                 100-999           3-5 
## 8338      2,000-2,999              1000-9,999           1-2 
## 8339    70,000-79,999                    1-99           3-5 
## 8340            0-999                    1-99           1-2 
## 8341             <NA>                    <NA>           < 1 
## 8342    40,000-49,999              1000-9,999           3-5 
## 8343    30,000-39,999                    1-99           1-2 
## 8344    10,000-14,999              1000-9,999           1-2 
## 8345            0-999                      0            1-2 
## 8346            0-999                    1-99           < 1 
## 8347  100,000-124,999                 100-999           < 1 
## 8348            0-999                      0            < 1 
## 8349             <NA>                    <NA>           < 1 
## 8350             <NA>                    <NA>           < 1 
## 8351             <NA>                    <NA>           < 1 
## 8352            0-999                    1-99           3-5 
## 8353    50,000-59,999                 100-999          5-10 
## 8354            0-999                 100-999           None
## 8355    90,000-99,999                 100-999          5-10 
## 8356             <NA>                    <NA>           1-2 
## 8357  125,000-149,999                      0            1-2 
## 8358             <NA>                    <NA>           3-5 
## 8359      7,500-9,999                 100-999           < 1 
## 8360  100,000-124,999                 100-999           3-5 
## 8361  150,000-199,999           10,000-99,999         10-20 
## 8362    10,000-14,999                 100-999           1-2 
## 8363    50,000-59,999              > 100,000           5-10 
## 8364    70,000-79,999                      0            < 1 
## 8365             <NA>                    <NA>           1-2 
## 8366             <NA>                    <NA>          5-10 
## 8367    80,000-89,999              1000-9,999          5-10 
## 8368    10,000-14,999              > 100,000          10-20 
## 8369  200,000-249,999              1000-9,999           1-2 
## 8370      1,000-1,999                    1-99           1-2 
## 8371  100,000-124,999                 100-999         10-20 
## 8372      7,500-9,999                 100-999           3-5 
## 8373      2,000-2,999                      0            < 1 
## 8374             <NA>                    <NA>           None
## 8375    60,000-69,999           10,000-99,999          5-10 
## 8376      5,000-7,499              1000-9,999           1-2 
## 8377  100,000-124,999                      0            < 1 
## 8378             <NA>                    <NA>           3-5 
## 8379             <NA>                    <NA>           3-5 
## 8380             <NA>                    <NA>           < 1 
## 8381      1,000-1,999                    1-99           1-2 
## 8382             <NA>                    <NA>           None
## 8383             <NA>                    <NA>          5-10 
## 8384    60,000-69,999                      0            3-5 
## 8385    40,000-49,999              > 100,000          10-20 
## 8386  250,000-299,999              > 100,000            3-5 
## 8387            0-999                 100-999           < 1 
## 8388  125,000-149,999                      0            20+ 
## 8389      7,500-9,999                 100-999           1-2 
## 8390  100,000-124,999              1000-9,999          5-10 
## 8391    70,000-79,999                    1-99           1-2 
## 8392             <NA>                    <NA>           < 1 
## 8393    60,000-69,999                 100-999         10-20 
## 8394    30,000-39,999              1000-9,999          5-10 
## 8395             <NA>                    <NA>           < 1 
## 8396    90,000-99,999              1000-9,999           1-2 
## 8397      1,000-1,999                    1-99           < 1 
## 8398    50,000-59,999                      0            1-2 
## 8399    50,000-59,999                 100-999           3-5 
## 8400    10,000-14,999              1000-9,999           3-5 
## 8401    80,000-89,999              > 100,000            None
## 8402    90,000-99,999                      0          10-20 
## 8403    70,000-79,999                      0            3-5 
## 8404    60,000-69,999                      0            1-2 
## 8405    30,000-39,999                      0           5-10 
## 8406  125,000-149,999              > 100,000            1-2 
## 8407      7,500-9,999                      0            1-2 
## 8408            0-999                      0            < 1 
## 8409    15,000-19,999                 100-999           < 1 
## 8410            0-999                      0            3-5 
## 8411    50,000-59,999           10,000-99,999           1-2 
## 8412  300,000-500,000           10,000-99,999           1-2 
## 8413    25,000-29,999                      0            20+ 
## 8414    25,000-29,999                      0            1-2 
## 8415    40,000-49,999                    1-99          5-10 
## 8416      1,000-1,999                      0            < 1 
## 8417  125,000-149,999              > 100,000            20+ 
## 8418             <NA>                    <NA>           None
## 8419             <NA>                    <NA>           3-5 
## 8420             <NA>                    <NA>           1-2 
## 8421    90,000-99,999              1000-9,999         10-20 
## 8422            0-999           10,000-99,999         10-20 
## 8423             <NA>                    <NA>          5-10 
## 8424    10,000-14,999                    1-99           < 1 
## 8425             <NA>                    <NA>           20+ 
## 8426    15,000-19,999           10,000-99,999          5-10 
## 8427             <NA>                    <NA>           < 1 
## 8428    60,000-69,999                 100-999           3-5 
## 8429             <NA>                    <NA>           20+ 
## 8430  150,000-199,999              > 100,000            20+ 
## 8431  100,000-124,999                      0            3-5 
## 8432    50,000-59,999                      0            3-5 
## 8433  150,000-199,999              > 100,000          10-20 
## 8434    80,000-89,999                 100-999          5-10 
## 8435    40,000-49,999                      0            < 1 
## 8436  125,000-149,999              1000-9,999           1-2 
## 8437    20,000-24,999                      0            3-5 
## 8438             <NA>                    <NA>           3-5 
## 8439             <NA>                    <NA>           < 1 
## 8440  125,000-149,999              1000-9,999           3-5 
## 8441    60,000-69,999           10,000-99,999           < 1 
## 8442      4,000-4,999                      0           5-10 
## 8443  150,000-199,999              1000-9,999           3-5 
## 8444  150,000-199,999              > 100,000           5-10 
## 8445    25,000-29,999              1000-9,999           3-5 
## 8446            0-999                    1-99           < 1 
## 8447    50,000-59,999              > 100,000            3-5 
## 8448    70,000-79,999                      0            1-2 
## 8449    25,000-29,999              1000-9,999           3-5 
## 8450             <NA>                    <NA>           < 1 
## 8451    40,000-49,999              1000-9,999           1-2 
## 8452      2,000-2,999                    1-99           < 1 
## 8453    80,000-89,999              1000-9,999         10-20 
## 8454    50,000-59,999                    1-99           1-2 
## 8455  150,000-199,999                      0            20+ 
## 8456             <NA>                    <NA>           1-2 
## 8457             <NA>                    <NA>           < 1 
## 8458  125,000-149,999                      0          10-20 
## 8459             <NA>                    <NA>           < 1 
## 8460    90,000-99,999                      0            < 1 
## 8461             <NA>                    <NA>           < 1 
## 8462    50,000-59,999           10,000-99,999          5-10 
## 8463    50,000-59,999                 100-999           1-2 
## 8464  100,000-124,999              1000-9,999           20+ 
## 8465    90,000-99,999                 100-999          5-10 
## 8466    70,000-79,999              > 100,000            3-5 
## 8467             <NA>                    <NA>           < 1 
## 8468    90,000-99,999                      0            None
## 8469             <NA>                    <NA>           None
## 8470  150,000-199,999           10,000-99,999           20+ 
## 8471  150,000-199,999           10,000-99,999           3-5 
## 8472  150,000-199,999              1000-9,999           3-5 
## 8473    30,000-39,999                    1-99          5-10 
## 8474             <NA>                    <NA>           3-5 
## 8475            0-999           10,000-99,999           20+ 
## 8476    15,000-19,999                      0           5-10 
## 8477  200,000-249,999              > 100,000            20+ 
## 8478    60,000-69,999                 100-999          5-10 
## 8479            0-999                    1-99           < 1 
## 8480    50,000-59,999                    1-99           < 1 
## 8481  100,000-124,999              > 100,000            3-5 
## 8482            0-999                      0            < 1 
## 8483        > 500,000                      0            None
## 8484    80,000-89,999                    1-99         10-20 
## 8485            0-999                      0            20+ 
## 8486  100,000-124,999                      0            None
## 8487             <NA>                    <NA>           1-2 
## 8488    40,000-49,999                    1-99          5-10 
## 8489    40,000-49,999              1000-9,999           1-2 
## 8490             <NA>                    <NA>           None
## 8491  100,000-124,999                 100-999           3-5 
## 8492             <NA>                    <NA>           < 1 
## 8493  150,000-199,999              > 100,000          10-20 
## 8494    30,000-39,999                 100-999           1-2 
## 8495    70,000-79,999                      0          10-20 
## 8496             <NA>                    <NA>           < 1 
## 8497            0-999                 100-999           1-2 
## 8498            0-999                 100-999           < 1 
## 8499      1,000-1,999              1000-9,999           < 1 
## 8500  150,000-199,999           10,000-99,999          5-10 
## 8501  150,000-199,999                      0          10-20 
## 8502    80,000-89,999           10,000-99,999           20+ 
## 8503             <NA>                    <NA>           3-5 
## 8504    10,000-14,999              > 100,000            < 1 
## 8505             <NA>                    <NA>           3-5 
## 8506    70,000-79,999                      0            3-5 
## 8507    20,000-24,999                 100-999          5-10 
## 8508             <NA>                    <NA>           1-2 
## 8509      7,500-9,999                 100-999          5-10 
## 8510        > 500,000              > 100,000           5-10 
## 8511        > 500,000                 100-999           20+ 
## 8512             <NA>                    <NA>           3-5 
## 8513  125,000-149,999              > 100,000            20+ 
## 8514            0-999                    1-99           1-2 
## 8515    20,000-24,999                 100-999         10-20 
## 8516  150,000-199,999                 100-999           None
## 8517      1,000-1,999              1000-9,999           1-2 
## 8518  100,000-124,999                      0           5-10 
## 8519             <NA>                    <NA>           1-2 
## 8520  150,000-199,999              > 100,000            3-5 
## 8521             <NA>                    <NA>           < 1 
## 8522    40,000-49,999                      0            3-5 
## 8523    50,000-59,999           10,000-99,999          5-10 
## 8524             <NA>                    <NA>           < 1 
## 8525    80,000-89,999           10,000-99,999           None
## 8526             <NA>                    <NA>           3-5 
## 8527    50,000-59,999                      0            < 1 
## 8528             <NA>                    <NA>           < 1 
## 8529             <NA>                    <NA>           < 1 
## 8530    70,000-79,999                      0           5-10 
## 8531    20,000-24,999           10,000-99,999           < 1 
## 8532    20,000-24,999                    1-99          5-10 
## 8533    10,000-14,999              1000-9,999           < 1 
## 8534      2,000-2,999              1000-9,999           < 1 
## 8535  125,000-149,999           10,000-99,999         10-20 
## 8536  150,000-199,999                      0          10-20 
## 8537  300,000-500,000              > 100,000            20+ 
## 8538             <NA>                    <NA>           < 1 
## 8539             <NA>                    <NA>           1-2 
## 8540    80,000-89,999           10,000-99,999           20+ 
## 8541      3,000-3,999           10,000-99,999           3-5 
## 8542  150,000-199,999           10,000-99,999         10-20 
## 8543             <NA>                    <NA>           < 1 
## 8544             <NA>                    <NA>           None
## 8545    15,000-19,999                 100-999           < 1 
## 8546    50,000-59,999                      0           5-10 
## 8547             <NA>                    <NA>           < 1 
## 8548    50,000-59,999                      0            3-5 
## 8549    10,000-14,999                 100-999           1-2 
## 8550             <NA>                    <NA>           < 1 
## 8551            0-999                      0            < 1 
## 8552            0-999                      0            3-5 
## 8553    20,000-24,999              1000-9,999           3-5 
## 8554      7,500-9,999                 100-999           < 1 
## 8555  100,000-124,999                      0           5-10 
## 8556             <NA>                    <NA>          5-10 
## 8557    25,000-29,999              > 100,000            3-5 
## 8558             <NA>                    <NA>           < 1 
## 8559             <NA>                    <NA>           < 1 
## 8560    30,000-39,999                      0            1-2 
## 8561    80,000-89,999                      0            1-2 
## 8562    20,000-24,999                      0            3-5 
## 8563    60,000-69,999              1000-9,999           1-2 
## 8564      2,000-2,999                      0            3-5 
## 8565             <NA>                    <NA>          5-10 
## 8566      1,000-1,999                      0            1-2 
## 8567  100,000-124,999              > 100,000            20+ 
## 8568             <NA>                    <NA>         10-20 
## 8569            0-999                      0           5-10 
## 8570            0-999                    1-99           < 1 
## 8571             <NA>                    <NA>           None
## 8572             <NA>                    <NA>           1-2 
## 8573      5,000-7,499              1000-9,999           1-2 
## 8574            0-999                 100-999           < 1 
## 8575    15,000-19,999                 100-999           1-2 
## 8576    60,000-69,999                    1-99           3-5 
## 8577      2,000-2,999                      0            None
## 8578      3,000-3,999                    1-99           3-5 
## 8579             <NA>                    <NA>           1-2 
## 8580    30,000-39,999              1000-9,999           3-5 
## 8581             <NA>                    <NA>           1-2 
## 8582    40,000-49,999                 100-999           3-5 
## 8583  150,000-199,999                 100-999         10-20 
## 8584    40,000-49,999           10,000-99,999           1-2 
## 8585            0-999                    1-99           < 1 
## 8586             <NA>                    <NA>           1-2 
## 8587    40,000-49,999                 100-999           < 1 
## 8588  150,000-199,999              1000-9,999         10-20 
## 8589    60,000-69,999              1000-9,999           < 1 
## 8590  125,000-149,999                      0           5-10 
## 8591             <NA>                    <NA>           1-2 
## 8592    50,000-59,999                 100-999          5-10 
## 8593            0-999                      0            3-5 
## 8594  250,000-299,999              > 100,000            None
## 8595             <NA>                    <NA>           < 1 
## 8596  100,000-124,999                    1-99           1-2 
## 8597  100,000-124,999                      0            1-2 
## 8598  100,000-124,999              > 100,000           5-10 
## 8599    30,000-39,999                 100-999           3-5 
## 8600    60,000-69,999                      0            < 1 
## 8601             <NA>                    <NA>           3-5 
## 8602            0-999                    1-99           1-2 
## 8603    70,000-79,999              > 100,000            3-5 
## 8604            0-999                      0            < 1 
## 8605    40,000-49,999              1000-9,999          5-10 
## 8606  125,000-149,999              > 100,000          10-20 
## 8607    50,000-59,999              > 100,000          10-20 
## 8608    90,000-99,999              1000-9,999           < 1 
## 8609      4,000-4,999                    1-99           < 1 
## 8610  100,000-124,999                      0            < 1 
## 8611      2,000-2,999                    1-99         10-20 
## 8612    25,000-29,999                      0            1-2 
## 8613  150,000-199,999                      0            None
## 8614  100,000-124,999              1000-9,999          5-10 
## 8615    30,000-39,999                 100-999           3-5 
## 8616  100,000-124,999                      0            1-2 
## 8617    50,000-59,999                 100-999           < 1 
## 8618    30,000-39,999           10,000-99,999           1-2 
## 8619    40,000-49,999                    1-99           < 1 
## 8620             <NA>                    <NA>           3-5 
## 8621            0-999                    1-99           < 1 
## 8622  100,000-124,999                 100-999          5-10 
## 8623  100,000-124,999                    1-99         10-20 
## 8624    90,000-99,999              1000-9,999          5-10 
## 8625    80,000-89,999                 100-999           1-2 
## 8626             <NA>                    <NA>           < 1 
## 8627    25,000-29,999                      0            20+ 
## 8628      2,000-2,999                 100-999          5-10 
## 8629    25,000-29,999           10,000-99,999           3-5 
## 8630             <NA>                    <NA>           < 1 
## 8631  125,000-149,999                 100-999          5-10 
## 8632  100,000-124,999                      0           5-10 
## 8633  100,000-124,999              > 100,000            < 1 
## 8634      7,500-9,999                 100-999           1-2 
## 8635      5,000-7,499              1000-9,999           3-5 
## 8636             <NA>                    <NA>           3-5 
## 8637    90,000-99,999                      0           5-10 
## 8638  125,000-149,999              1000-9,999           1-2 
## 8639             <NA>                    <NA>           3-5 
## 8640  100,000-124,999           10,000-99,999          5-10 
## 8641    15,000-19,999                      0            None
## 8642             <NA>                    <NA>           < 1 
## 8643            0-999                      0            20+ 
## 8644  125,000-149,999              1000-9,999         10-20 
## 8645    70,000-79,999                      0            < 1 
## 8646  200,000-249,999              1000-9,999         10-20 
## 8647    50,000-59,999                    1-99           3-5 
## 8648      5,000-7,499              1000-9,999           3-5 
## 8649    10,000-14,999              1000-9,999           1-2 
## 8650             <NA>                    <NA>           < 1 
## 8651    10,000-14,999              1000-9,999           1-2 
## 8652             <NA>                    <NA>           < 1 
## 8653             <NA>                    <NA>           1-2 
## 8654    80,000-89,999           10,000-99,999          5-10 
## 8655             <NA>                    <NA>           1-2 
## 8656            0-999                 100-999         10-20 
## 8657      5,000-7,499                    1-99           None
## 8658  150,000-199,999              > 100,000          10-20 
## 8659    25,000-29,999                      0            None
## 8660    50,000-59,999           10,000-99,999           3-5 
## 8661      1,000-1,999                      0            3-5 
## 8662             <NA>                    <NA>           1-2 
## 8663             <NA>                    <NA>           3-5 
## 8664    40,000-49,999                 100-999           3-5 
## 8665    60,000-69,999              > 100,000           5-10 
## 8666             <NA>                    <NA>           3-5 
## 8667      5,000-7,499                 100-999           3-5 
## 8668            0-999                      0            None
## 8669             <NA>                    <NA>         10-20 
## 8670            0-999                      0            1-2 
## 8671             <NA>                    <NA>           < 1 
## 8672      5,000-7,499                      0            < 1 
## 8673  100,000-124,999           10,000-99,999          5-10 
## 8674    40,000-49,999                      0            1-2 
## 8675  100,000-124,999              1000-9,999          5-10 
## 8676             <NA>                    <NA>           1-2 
## 8677             <NA>                    <NA>           1-2 
## 8678      5,000-7,499                    1-99           3-5 
## 8679      4,000-4,999                      0            1-2 
## 8680             <NA>                    <NA>           None
## 8681      4,000-4,999                 100-999           1-2 
## 8682    70,000-79,999                      0            < 1 
## 8683  150,000-199,999                 100-999           20+ 
## 8684             <NA>                    <NA>           1-2 
## 8685  125,000-149,999                      0            None
## 8686            0-999                      0            3-5 
## 8687    90,000-99,999                      0            3-5 
## 8688    90,000-99,999                      0            < 1 
## 8689    15,000-19,999              1000-9,999          5-10 
## 8690            0-999                      0            < 1 
## 8691  100,000-124,999              > 100,000            1-2 
## 8692  125,000-149,999                 100-999           20+ 
## 8693            0-999                      0            None
## 8694    70,000-79,999                 100-999           1-2 
## 8695             <NA>                    <NA>           < 1 
## 8696  125,000-149,999                 100-999           3-5 
## 8697      4,000-4,999                 100-999           1-2 
## 8698    70,000-79,999                    1-99           None
## 8699    90,000-99,999              > 100,000            20+ 
## 8700             <NA>                    <NA>           1-2 
## 8701      1,000-1,999                 100-999          5-10 
## 8702    40,000-49,999                 100-999           < 1 
## 8703  100,000-124,999                      0            1-2 
## 8704            0-999                 100-999           3-5 
## 8705    40,000-49,999                      0            20+ 
## 8706      4,000-4,999                    1-99           3-5 
## 8707    25,000-29,999                    1-99          5-10 
## 8708            0-999                      0            < 1 
## 8709  125,000-149,999              1000-9,999          5-10 
## 8710            0-999                      0            < 1 
## 8711             <NA>                    <NA>           < 1 
## 8712             <NA>                    <NA>           20+ 
## 8713  125,000-149,999              1000-9,999           1-2 
## 8714      7,500-9,999                    1-99           < 1 
## 8715    70,000-79,999                      0           5-10 
## 8716             <NA>                    <NA>           < 1 
## 8717    50,000-59,999              1000-9,999           20+ 
## 8718            0-999                      0            < 1 
## 8719    40,000-49,999                 100-999           1-2 
## 8720  100,000-124,999              1000-9,999           < 1 
## 8721             <NA>                    <NA>           1-2 
## 8722    70,000-79,999                      0            3-5 
## 8723    70,000-79,999                      0            < 1 
## 8724      4,000-4,999                      0            1-2 
## 8725             <NA>                    <NA>           1-2 
## 8726    15,000-19,999              1000-9,999           1-2 
## 8727    10,000-14,999                      0            < 1 
## 8728      1,000-1,999                    1-99           3-5 
## 8729             <NA>                    <NA>           None
## 8730    60,000-69,999                 100-999           < 1 
## 8731    30,000-39,999              1000-9,999           1-2 
## 8732  150,000-199,999                 100-999           3-5 
## 8733      3,000-3,999              > 100,000            < 1 
## 8734             <NA>                    <NA>           3-5 
## 8735  150,000-199,999              > 100,000          10-20 
## 8736             <NA>                    <NA>           20+ 
## 8737    90,000-99,999                 100-999           < 1 
## 8738    50,000-59,999           10,000-99,999           < 1 
## 8739      5,000-7,499                 100-999           < 1 
## 8740      5,000-7,499                      0            < 1 
## 8741    15,000-19,999                 100-999           1-2 
## 8742      1,000-1,999           10,000-99,999          5-10 
## 8743             <NA>                    <NA>           3-5 
## 8744            0-999                    1-99           3-5 
## 8745             <NA>                    <NA>           < 1 
## 8746             <NA>                    <NA>           < 1 
## 8747      2,000-2,999              1000-9,999           < 1 
## 8748      1,000-1,999                    1-99           1-2 
## 8749  100,000-124,999                      0          10-20 
## 8750    70,000-79,999                      0            1-2 
## 8751            0-999              1000-9,999           3-5 
## 8752             <NA>                    <NA>           < 1 
## 8753  100,000-124,999              1000-9,999           < 1 
## 8754    90,000-99,999              1000-9,999          5-10 
## 8755            0-999                      0            None
## 8756             <NA>                    <NA>           < 1 
## 8757  100,000-124,999                      0            None
## 8758    10,000-14,999              > 100,000            < 1 
## 8759  150,000-199,999                      0            3-5 
## 8760             <NA>                    <NA>           1-2 
## 8761    40,000-49,999                      0            < 1 
## 8762    60,000-69,999              1000-9,999           3-5 
## 8763  200,000-249,999                      0            3-5 
## 8764    90,000-99,999              > 100,000            1-2 
## 8765    50,000-59,999                      0            1-2 
## 8766      5,000-7,499                      0            1-2 
## 8767  300,000-500,000                      0           5-10 
## 8768            0-999                      0            < 1 
## 8769      7,500-9,999                      0            None
## 8770             <NA>                    <NA>           None
## 8771  125,000-149,999                 100-999           3-5 
## 8772    60,000-69,999              > 100,000           5-10 
## 8773    10,000-14,999              1000-9,999           1-2 
## 8774             <NA>                    <NA>           < 1 
## 8775    90,000-99,999                 100-999           20+ 
## 8776    80,000-89,999              > 100,000           5-10 
## 8777             <NA>                    <NA>           1-2 
## 8778  150,000-199,999              > 100,000          10-20 
## 8779    60,000-69,999              1000-9,999          5-10 
## 8780             <NA>                    <NA>           < 1 
## 8781            0-999                 100-999          5-10 
## 8782             <NA>                    <NA>           < 1 
## 8783             <NA>                    <NA>           1-2 
## 8784      4,000-4,999                 100-999           1-2 
## 8785    60,000-69,999                 100-999           3-5 
## 8786      1,000-1,999                 100-999          5-10 
## 8787    30,000-39,999                    1-99           3-5 
## 8788    80,000-89,999                    1-99         10-20 
## 8789    20,000-24,999                      0            < 1 
## 8790    50,000-59,999           10,000-99,999           3-5 
## 8791    20,000-24,999                 100-999         10-20 
## 8792  200,000-249,999              > 100,000            20+ 
## 8793            0-999                      0            None
## 8794    20,000-24,999                    1-99           1-2 
## 8795    40,000-49,999                      0            None
## 8796             <NA>                    <NA>           < 1 
## 8797    70,000-79,999           10,000-99,999           1-2 
## 8798            0-999                      0            1-2 
## 8799             <NA>                    <NA>           < 1 
## 8800      2,000-2,999                 100-999           3-5 
## 8801    10,000-14,999              1000-9,999           1-2 
## 8802    80,000-89,999                      0          10-20 
## 8803            0-999                      0            < 1 
## 8804    60,000-69,999                      0           5-10 
## 8805      5,000-7,499                 100-999           < 1 
## 8806            0-999              1000-9,999           < 1 
## 8807      5,000-7,499                    1-99           1-2 
## 8808      7,500-9,999                      0            3-5 
## 8809             <NA>                    <NA>           1-2 
## 8810             <NA>                    <NA>           < 1 
## 8811             <NA>                    <NA>           None
## 8812    25,000-29,999                      0            < 1 
## 8813    50,000-59,999                 100-999           3-5 
## 8814      1,000-1,999                 100-999           3-5 
## 8815             <NA>                    <NA>           < 1 
## 8816      1,000-1,999              1000-9,999           3-5 
## 8817      5,000-7,499                      0            < 1 
## 8818    40,000-49,999              1000-9,999           1-2 
## 8819    70,000-79,999                    1-99           3-5 
## 8820            0-999                    1-99           < 1 
## 8821             <NA>                    <NA>           1-2 
## 8822    50,000-59,999                      0           5-10 
## 8823      5,000-7,499              1000-9,999          5-10 
## 8824    10,000-14,999                      0            3-5 
## 8825    25,000-29,999                 100-999           1-2 
## 8826            0-999                      0            < 1 
## 8827    40,000-49,999              1000-9,999          5-10 
## 8828             <NA>                    <NA>           None
## 8829             <NA>                    <NA>           < 1 
## 8830    50,000-59,999              > 100,000            1-2 
## 8831    70,000-79,999                 100-999           3-5 
## 8832      1,000-1,999                      0            None
## 8833    50,000-59,999                      0            3-5 
## 8834    15,000-19,999                      0            1-2 
## 8835             <NA>                    <NA>           1-2 
## 8836  200,000-249,999              > 100,000            3-5 
## 8837    30,000-39,999              > 100,000           5-10 
## 8838    70,000-79,999              1000-9,999          5-10 
## 8839  100,000-124,999                 100-999           3-5 
## 8840  125,000-149,999              1000-9,999           20+ 
## 8841  100,000-124,999                      0            3-5 
## 8842  300,000-500,000              1000-9,999           1-2 
## 8843             <NA>                    <NA>           < 1 
## 8844            0-999                 100-999           < 1 
## 8845    30,000-39,999              1000-9,999           3-5 
## 8846  300,000-500,000              1000-9,999           None
## 8847    80,000-89,999              1000-9,999           20+ 
## 8848      5,000-7,499                    1-99           < 1 
## 8849             <NA>                    <NA>           < 1 
## 8850             <NA>                    <NA>           < 1 
## 8851    10,000-14,999                      0            1-2 
## 8852             <NA>                    <NA>           < 1 
## 8853    30,000-39,999           10,000-99,999          5-10 
## 8854  100,000-124,999           10,000-99,999         10-20 
## 8855    25,000-29,999                 100-999         10-20 
## 8856      2,000-2,999                      0            3-5 
## 8857    10,000-14,999                    1-99           None
## 8858    40,000-49,999           10,000-99,999           < 1 
## 8859             <NA>                    <NA>           3-5 
## 8860             <NA>                    <NA>         10-20 
## 8861  150,000-199,999                      0            20+ 
## 8862  150,000-199,999           10,000-99,999           20+ 
## 8863    30,000-39,999              1000-9,999           3-5 
## 8864             <NA>                    <NA>           < 1 
## 8865  150,000-199,999              1000-9,999          5-10 
## 8866      1,000-1,999              1000-9,999           1-2 
## 8867    80,000-89,999                    1-99           3-5 
## 8868      1,000-1,999                      0            < 1 
## 8869  150,000-199,999           10,000-99,999          5-10 
## 8870    50,000-59,999           10,000-99,999           3-5 
## 8871  200,000-249,999              1000-9,999          5-10 
## 8872             <NA>                    <NA>           1-2 
## 8873    70,000-79,999              1000-9,999          5-10 
## 8874  100,000-124,999           10,000-99,999           1-2 
## 8875             <NA>                    <NA>           1-2 
## 8876  125,000-149,999                 100-999           3-5 
## 8877      4,000-4,999                    1-99           None
## 8878            0-999           10,000-99,999         10-20 
## 8879    15,000-19,999                 100-999          5-10 
## 8880    60,000-69,999                 100-999         10-20 
## 8881    15,000-19,999                    1-99           < 1 
## 8882      1,000-1,999                    1-99           None
## 8883  125,000-149,999              1000-9,999           3-5 
## 8884  250,000-299,999              > 100,000          10-20 
## 8885    50,000-59,999           10,000-99,999         10-20 
## 8886             <NA>                    <NA>           1-2 
## 8887    40,000-49,999           10,000-99,999           3-5 
## 8888    90,000-99,999                    1-99           3-5 
## 8889    40,000-49,999                 100-999          5-10 
## 8890    15,000-19,999                 100-999           1-2 
## 8891      3,000-3,999                 100-999           < 1 
## 8892    60,000-69,999                      0            1-2 
## 8893    15,000-19,999              1000-9,999           < 1 
## 8894    60,000-69,999                 100-999           < 1 
## 8895    40,000-49,999                      0            3-5 
## 8896             <NA>                    <NA>           < 1 
## 8897             <NA>                    <NA>           1-2 
## 8898    30,000-39,999              1000-9,999           3-5 
## 8899    50,000-59,999                 100-999           1-2 
## 8900             <NA>                    <NA>           < 1 
## 8901      1,000-1,999              1000-9,999           1-2 
## 8902             <NA>                    <NA>           None
## 8903            0-999                 100-999          5-10 
## 8904             <NA>                    <NA>           3-5 
## 8905    40,000-49,999                      0            3-5 
## 8906    10,000-14,999                      0            None
## 8907             <NA>                    <NA>           < 1 
## 8908      5,000-7,499                 100-999           1-2 
## 8909             <NA>                    <NA>           1-2 
## 8910             <NA>                    <NA>           3-5 
## 8911    60,000-69,999              1000-9,999           3-5 
## 8912    50,000-59,999                      0            20+ 
## 8913             <NA>                    <NA>           20+ 
## 8914      2,000-2,999                 100-999           < 1 
## 8915    50,000-59,999                 100-999          5-10 
## 8916             <NA>                    <NA>           3-5 
## 8917             <NA>                    <NA>           1-2 
## 8918    60,000-69,999                 100-999           < 1 
## 8919  150,000-199,999                 100-999           1-2 
## 8920      3,000-3,999              1000-9,999           3-5 
## 8921            0-999                      0            < 1 
## 8922  100,000-124,999              1000-9,999          5-10 
## 8923      3,000-3,999              1000-9,999           < 1 
## 8924  150,000-199,999              1000-9,999         10-20 
## 8925             <NA>                    <NA>           < 1 
## 8926      5,000-7,499                      0            3-5 
## 8927      3,000-3,999              1000-9,999         10-20 
## 8928    80,000-89,999                      0            1-2 
## 8929      4,000-4,999                    1-99           < 1 
## 8930    30,000-39,999                      0            None
## 8931    25,000-29,999              1000-9,999           3-5 
## 8932    80,000-89,999                      0           5-10 
## 8933    25,000-29,999                      0            3-5 
## 8934            0-999                    1-99           1-2 
## 8935    30,000-39,999                 100-999         10-20 
## 8936  200,000-249,999              > 100,000          10-20 
## 8937             <NA>                    <NA>           < 1 
## 8938    25,000-29,999           10,000-99,999           3-5 
## 8939      1,000-1,999           10,000-99,999           1-2 
## 8940  100,000-124,999           10,000-99,999          5-10 
## 8941  125,000-149,999           10,000-99,999         10-20 
## 8942    10,000-14,999              1000-9,999          5-10 
## 8943      1,000-1,999                 100-999           1-2 
## 8944      1,000-1,999              1000-9,999           < 1 
## 8945    50,000-59,999              1000-9,999           < 1 
## 8946    30,000-39,999                      0           5-10 
## 8947  100,000-124,999              1000-9,999           1-2 
## 8948             <NA>                    <NA>           < 1 
## 8949            0-999              1000-9,999           3-5 
## 8950             <NA>                    <NA>           1-2 
## 8951             <NA>                    <NA>           1-2 
## 8952      2,000-2,999                    1-99           1-2 
## 8953  150,000-199,999              1000-9,999           3-5 
## 8954  150,000-199,999              1000-9,999          5-10 
## 8955    50,000-59,999           10,000-99,999           3-5 
## 8956    90,000-99,999                 100-999           3-5 
## 8957      4,000-4,999                      0            None
## 8958    20,000-24,999              > 100,000            3-5 
## 8959      4,000-4,999                 100-999           < 1 
## 8960      1,000-1,999                      0            3-5 
## 8961    70,000-79,999                    1-99           1-2 
## 8962    10,000-14,999                 100-999           3-5 
## 8963    40,000-49,999                    1-99          5-10 
## 8964            0-999              1000-9,999           < 1 
## 8965             <NA>                    <NA>           < 1 
## 8966  125,000-149,999           10,000-99,999          5-10 
## 8967            0-999                      0            None
## 8968             <NA>                    <NA>           1-2 
## 8969    15,000-19,999                    1-99           < 1 
## 8970    20,000-24,999                      0            1-2 
## 8971  100,000-124,999              1000-9,999          5-10 
## 8972             <NA>                    <NA>          5-10 
## 8973            0-999                 100-999           < 1 
## 8974  150,000-199,999           10,000-99,999          5-10 
## 8975             <NA>                    <NA>           None
## 8976            0-999                 100-999          5-10 
## 8977  100,000-124,999           10,000-99,999           1-2 
## 8978  125,000-149,999                    1-99          5-10 
## 8979             <NA>                    <NA>           < 1 
## 8980  100,000-124,999              1000-9,999           < 1 
## 8981    25,000-29,999                 100-999           3-5 
## 8982      5,000-7,499              1000-9,999           < 1 
## 8983    50,000-59,999                      0            < 1 
## 8984            0-999                 100-999           < 1 
## 8985  300,000-500,000                      0            None
## 8986      2,000-2,999                      0            1-2 
## 8987      1,000-1,999                    1-99           None
## 8988      2,000-2,999              1000-9,999           1-2 
## 8989             <NA>                    <NA>           < 1 
## 8990    70,000-79,999           10,000-99,999           20+ 
## 8991             <NA>                    <NA>           1-2 
## 8992    40,000-49,999              1000-9,999           1-2 
## 8993            0-999                      0            < 1 
## 8994    10,000-14,999                 100-999           1-2 
## 8995             <NA>                    <NA>           < 1 
## 8996             <NA>                    <NA>           1-2 
## 8997      7,500-9,999                      0            1-2 
## 8998            0-999           10,000-99,999           3-5 
## 8999            0-999                 100-999         10-20 
## 9000      1,000-1,999                 100-999          5-10 
## 9001             <NA>                    <NA>           < 1 
## 9002    20,000-24,999              1000-9,999           3-5 
## 9003      4,000-4,999                 100-999           1-2 
## 9004             <NA>                    <NA>           < 1 
## 9005             <NA>                    <NA>           3-5 
## 9006             <NA>                    <NA>           1-2 
## 9007    50,000-59,999                 100-999         10-20 
## 9008      2,000-2,999                 100-999           3-5 
## 9009             <NA>                    <NA>           1-2 
## 9010    30,000-39,999           10,000-99,999           3-5 
## 9011             <NA>                    <NA>           3-5 
## 9012  100,000-124,999              1000-9,999           1-2 
## 9013             <NA>                    <NA>           3-5 
## 9014            0-999                      0            < 1 
## 9015            0-999                 100-999           < 1 
## 9016             <NA>                    <NA>           < 1 
## 9017      7,500-9,999                 100-999           1-2 
## 9018  150,000-199,999              > 100,000            20+ 
## 9019             <NA>                    <NA>           < 1 
## 9020  200,000-249,999              1000-9,999           20+ 
## 9021             <NA>                    <NA>           3-5 
## 9022    90,000-99,999                      0            < 1 
## 9023      1,000-1,999                    1-99           < 1 
## 9024             <NA>                    <NA>           1-2 
## 9025      7,500-9,999              1000-9,999           20+ 
## 9026  125,000-149,999              1000-9,999           3-5 
## 9027      5,000-7,499                      0            < 1 
## 9028    60,000-69,999                      0            3-5 
## 9029    20,000-24,999                    1-99           3-5 
## 9030             <NA>                    <NA>           < 1 
## 9031  300,000-500,000           10,000-99,999           None
## 9032             <NA>                    <NA>           3-5 
## 9033            0-999                 100-999           1-2 
## 9034  200,000-249,999              > 100,000          10-20 
## 9035             <NA>                    <NA>           < 1 
## 9036            0-999                      0            1-2 
## 9037    30,000-39,999                      0           5-10 
## 9038    10,000-14,999                 100-999           3-5 
## 9039  200,000-249,999           10,000-99,999         10-20 
## 9040             <NA>                    <NA>           1-2 
## 9041    60,000-69,999                 100-999          5-10 
## 9042             <NA>                    <NA>           1-2 
## 9043    10,000-14,999                      0            3-5 
## 9044  150,000-199,999                 100-999         10-20 
## 9045      2,000-2,999              1000-9,999           1-2 
## 9046             <NA>                    <NA>           3-5 
## 9047            0-999                 100-999           None
## 9048             <NA>                    <NA>           None
## 9049    40,000-49,999              > 100,000            1-2 
## 9050             <NA>                    <NA>           < 1 
## 9051  300,000-500,000              1000-9,999         10-20 
## 9052  150,000-199,999                      0            3-5 
## 9053             <NA>                    <NA>           < 1 
## 9054             <NA>                    <NA>           < 1 
## 9055    70,000-79,999                    1-99          5-10 
## 9056      5,000-7,499                 100-999           < 1 
## 9057             <NA>                    <NA>           1-2 
## 9058            0-999                 100-999           1-2 
## 9059  125,000-149,999                 100-999           3-5 
## 9060             <NA>                    <NA>           < 1 
## 9061    70,000-79,999                      0            1-2 
## 9062    30,000-39,999                    1-99           3-5 
## 9063    30,000-39,999                      0           5-10 
## 9064    10,000-14,999                      0            1-2 
## 9065            0-999                      0            None
## 9066             <NA>                    <NA>          5-10 
## 9067    15,000-19,999                    1-99          5-10 
## 9068      5,000-7,499                 100-999           1-2 
## 9069             <NA>                    <NA>           1-2 
## 9070    20,000-24,999           10,000-99,999           3-5 
## 9071             <NA>                    <NA>           1-2 
## 9072    80,000-89,999           10,000-99,999           3-5 
## 9073  100,000-124,999           10,000-99,999           1-2 
## 9074      5,000-7,499                    1-99           < 1 
## 9075    30,000-39,999                      0            1-2 
## 9076      1,000-1,999                      0            3-5 
## 9077    50,000-59,999           10,000-99,999         10-20 
## 9078    30,000-39,999                      0            3-5 
## 9079             <NA>                    <NA>           < 1 
## 9080  150,000-199,999                 100-999           3-5 
## 9081      5,000-7,499                    1-99           1-2 
## 9082             <NA>                    <NA>           1-2 
## 9083             <NA>                    <NA>           < 1 
## 9084    10,000-14,999                      0            < 1 
## 9085    30,000-39,999              1000-9,999           < 1 
## 9086    40,000-49,999              1000-9,999          5-10 
## 9087    50,000-59,999                 100-999           1-2 
## 9088             <NA>                    <NA>           1-2 
## 9089             <NA>                    <NA>           3-5 
## 9090    30,000-39,999                      0           5-10 
## 9091             <NA>                    <NA>           1-2 
## 9092             <NA>                    <NA>           1-2 
## 9093             <NA>                    <NA>           1-2 
## 9094      3,000-3,999                      0            < 1 
## 9095    30,000-39,999                      0            < 1 
## 9096             <NA>                    <NA>           < 1 
## 9097  150,000-199,999              1000-9,999          5-10 
## 9098             <NA>                    <NA>           3-5 
## 9099    70,000-79,999           10,000-99,999          5-10 
## 9100             <NA>                    <NA>           < 1 
## 9101             <NA>                    <NA>           < 1 
## 9102      4,000-4,999                 100-999           1-2 
## 9103    20,000-24,999                    1-99           None
## 9104             <NA>                    <NA>           1-2 
## 9105             <NA>                    <NA>           None
## 9106  150,000-199,999           10,000-99,999          5-10 
## 9107      1,000-1,999                 100-999           3-5 
## 9108             <NA>                    <NA>           < 1 
## 9109             <NA>                    <NA>           1-2 
## 9110            0-999                      0          10-20 
## 9111    50,000-59,999                 100-999           < 1 
## 9112    90,000-99,999                      0            3-5 
## 9113  150,000-199,999              1000-9,999           20+ 
## 9114      2,000-2,999              1000-9,999           3-5 
## 9115    40,000-49,999              1000-9,999           3-5 
## 9116             <NA>                    <NA>           None
## 9117    60,000-69,999                      0            1-2 
## 9118             <NA>                    <NA>           1-2 
## 9119  100,000-124,999                 100-999           20+ 
## 9120  100,000-124,999                      0            20+ 
## 9121    10,000-14,999              > 100,000            1-2 
## 9122    15,000-19,999                      0            1-2 
## 9123             <NA>                    <NA>           1-2 
## 9124    90,000-99,999                      0            < 1 
## 9125            0-999                      0            < 1 
## 9126             <NA>                    <NA>           None
## 9127  100,000-124,999           10,000-99,999         10-20 
## 9128            0-999              1000-9,999           < 1 
## 9129             <NA>                    <NA>           3-5 
## 9130             <NA>                    <NA>           < 1 
## 9131             <NA>                    <NA>           1-2 
## 9132    30,000-39,999                    1-99           1-2 
## 9133    40,000-49,999              1000-9,999          5-10 
## 9134            0-999                 100-999           1-2 
## 9135    30,000-39,999                 100-999           None
## 9136      4,000-4,999                      0            None
## 9137             <NA>                    <NA>           1-2 
## 9138  125,000-149,999                 100-999           1-2 
## 9139        > 500,000           10,000-99,999         10-20 
## 9140             <NA>                    <NA>           1-2 
## 9141    15,000-19,999                 100-999           < 1 
## 9142      5,000-7,499           10,000-99,999           None
## 9143            0-999                      0            1-2 
## 9144      5,000-7,499                      0            < 1 
## 9145      7,500-9,999                    1-99           1-2 
## 9146             <NA>                    <NA>           None
## 9147             <NA>                    <NA>           < 1 
## 9148    70,000-79,999                 100-999           None
## 9149             <NA>                    <NA>           1-2 
## 9150      5,000-7,499                      0            1-2 
## 9151             <NA>                    <NA>           < 1 
## 9152      5,000-7,499                      0            None
## 9153      7,500-9,999                    1-99           < 1 
## 9154            0-999                 100-999           < 1 
## 9155    15,000-19,999                 100-999           20+ 
## 9156             <NA>                    <NA>           < 1 
## 9157      5,000-7,499                 100-999           < 1 
## 9158    10,000-14,999                      0           5-10 
## 9159      1,000-1,999                    1-99           1-2 
## 9160             <NA>                    <NA>           3-5 
## 9161    10,000-14,999                      0            1-2 
## 9162    80,000-89,999           10,000-99,999           3-5 
## 9163             <NA>                    <NA>           1-2 
## 9164    10,000-14,999                 100-999           < 1 
## 9165             <NA>                    <NA>           < 1 
## 9166    30,000-39,999                 100-999           1-2 
## 9167    60,000-69,999           10,000-99,999          5-10 
## 9168            0-999                    1-99           < 1 
## 9169             <NA>                    <NA>           3-5 
## 9170             <NA>                    <NA>           < 1 
## 9171    10,000-14,999                    1-99           < 1 
## 9172             <NA>                    <NA>           < 1 
## 9173             <NA>                    <NA>           1-2 
## 9174  100,000-124,999              > 100,000            3-5 
## 9175  150,000-199,999           10,000-99,999           1-2 
## 9176             <NA>                    <NA>           1-2 
## 9177    20,000-24,999              1000-9,999           20+ 
## 9178            0-999                      0            1-2 
## 9179      7,500-9,999              1000-9,999           < 1 
## 9180            0-999                      0            1-2 
## 9181            0-999                      0            1-2 
## 9182    20,000-24,999                 100-999          5-10 
## 9183             <NA>                    <NA>           1-2 
## 9184      2,000-2,999                      0           5-10 
## 9185    10,000-14,999           10,000-99,999           1-2 
## 9186             <NA>                    <NA>           < 1 
## 9187    20,000-24,999                    1-99           < 1 
## 9188            0-999                      0            1-2 
## 9189    20,000-24,999           10,000-99,999         10-20 
## 9190            0-999                 100-999           20+ 
## 9191  125,000-149,999              > 100,000           5-10 
## 9192             <NA>                    <NA>           None
## 9193             <NA>                    <NA>           < 1 
## 9194             <NA>                    <NA>           1-2 
## 9195    15,000-19,999                      0            1-2 
## 9196             <NA>                    <NA>           < 1 
## 9197             <NA>                    <NA>           1-2 
## 9198             <NA>                    <NA>           None
## 9199      1,000-1,999                    1-99           3-5 
## 9200      4,000-4,999              1000-9,999           1-2 
## 9201             <NA>                    <NA>           < 1 
## 9202      7,500-9,999                    1-99           < 1 
## 9203  125,000-149,999              1000-9,999          5-10 
## 9204             <NA>                    <NA>           1-2 
## 9205             <NA>                    <NA>           1-2 
## 9206             <NA>                    <NA>           < 1 
## 9207      4,000-4,999                    1-99           < 1 
## 9208            0-999              1000-9,999           1-2 
## 9209    50,000-59,999              1000-9,999           None
## 9210  250,000-299,999                      0          10-20 
## 9211    60,000-69,999                 100-999          5-10 
## 9212    40,000-49,999           10,000-99,999         10-20 
## 9213    50,000-59,999              1000-9,999           1-2 
## 9214    50,000-59,999                      0           5-10 
## 9215             <NA>                    <NA>           < 1 
## 9216            0-999              1000-9,999           3-5 
## 9217      4,000-4,999                      0            < 1 
## 9218             <NA>                    <NA>           1-2 
## 9219             <NA>                    <NA>           None
## 9220    20,000-24,999                 100-999           1-2 
## 9221      7,500-9,999                 100-999           3-5 
## 9222      3,000-3,999                      0            < 1 
## 9223             <NA>                    <NA>           < 1 
## 9224             <NA>                    <NA>           < 1 
## 9225             <NA>                    <NA>           None
## 9226             <NA>                    <NA>           1-2 
## 9227    20,000-24,999                      0            3-5 
## 9228             <NA>                    <NA>           < 1 
## 9229    40,000-49,999                      0            1-2 
## 9230    50,000-59,999              1000-9,999           3-5 
## 9231    30,000-39,999                      0           5-10 
## 9232  125,000-149,999              > 100,000            1-2 
## 9233      2,000-2,999                    1-99           1-2 
## 9234             <NA>                    <NA>           None
## 9235      1,000-1,999                    1-99           < 1 
## 9236             <NA>                    <NA>           < 1 
## 9237  100,000-124,999           10,000-99,999           20+ 
## 9238      1,000-1,999                    1-99           3-5 
## 9239    50,000-59,999                 100-999           < 1 
## 9240             <NA>                    <NA>           < 1 
## 9241    30,000-39,999           10,000-99,999          5-10 
## 9242    80,000-89,999              1000-9,999           3-5 
## 9243             <NA>                    <NA>           1-2 
## 9244             <NA>                    <NA>           < 1 
## 9245             <NA>                    <NA>           1-2 
## 9246             <NA>                    <NA>         10-20 
## 9247      7,500-9,999                 100-999           1-2 
## 9248            0-999                      0            3-5 
## 9249    10,000-14,999              1000-9,999           1-2 
## 9250             <NA>                    <NA>           1-2 
## 9251  100,000-124,999              > 100,000           5-10 
## 9252  100,000-124,999                 100-999          5-10 
## 9253    60,000-69,999                 100-999           < 1 
## 9254            0-999              1000-9,999           < 1 
## 9255    30,000-39,999              1000-9,999          5-10 
## 9256      5,000-7,499                      0            < 1 
## 9257    10,000-14,999              > 100,000            3-5 
## 9258  200,000-249,999                      0            3-5 
## 9259             <NA>                    <NA>           1-2 
## 9260      4,000-4,999                 100-999           1-2 
## 9261            0-999                 100-999           1-2 
## 9262            0-999                      0            < 1 
## 9263    90,000-99,999              1000-9,999           None
## 9264            0-999                      0            1-2 
## 9265            0-999                      0            1-2 
## 9266    10,000-14,999                      0            1-2 
## 9267    10,000-14,999              1000-9,999           3-5 
## 9268            0-999              1000-9,999         10-20 
## 9269             <NA>                    <NA>           < 1 
## 9270      2,000-2,999                      0            1-2 
## 9271             <NA>                    <NA>           < 1 
## 9272             <NA>                    <NA>           < 1 
## 9273            0-999                    1-99           None
## 9274    20,000-24,999              1000-9,999          5-10 
## 9275      2,000-2,999                      0            None
## 9276      5,000-7,499                 100-999           3-5 
## 9277  100,000-124,999                    1-99           3-5 
## 9278             <NA>                    <NA>           1-2 
## 9279            0-999                    1-99           None
## 9280             <NA>                    <NA>           < 1 
## 9281    15,000-19,999                      0           5-10 
## 9282    90,000-99,999              1000-9,999           3-5 
## 9283            0-999                      0            < 1 
## 9284    60,000-69,999              1000-9,999           < 1 
## 9285             <NA>                    <NA>           1-2 
## 9286    70,000-79,999                      0            < 1 
## 9287    10,000-14,999                      0           5-10 
## 9288             <NA>                    <NA>           1-2 
## 9289             <NA>                    <NA>           None
## 9290             <NA>                    <NA>           3-5 
## 9291    60,000-69,999              1000-9,999           3-5 
## 9292    80,000-89,999                      0          10-20 
## 9293             <NA>                    <NA>           1-2 
## 9294             <NA>                    <NA>           3-5 
## 9295  100,000-124,999                 100-999          5-10 
## 9296    20,000-24,999           10,000-99,999           3-5 
## 9297             <NA>                    <NA>           20+ 
## 9298      2,000-2,999                 100-999           1-2 
## 9299            0-999                    1-99           1-2 
## 9300            0-999                      0            < 1 
## 9301            0-999                      0            1-2 
## 9302  125,000-149,999           10,000-99,999         10-20 
## 9303      1,000-1,999                      0            3-5 
## 9304    90,000-99,999              1000-9,999           1-2 
## 9305    50,000-59,999                      0            20+ 
## 9306             <NA>                    <NA>           1-2 
## 9307             <NA>                    <NA>           1-2 
## 9308             <NA>                    <NA>           < 1 
## 9309            0-999                    1-99           < 1 
## 9310            0-999                      0            1-2 
## 9311    25,000-29,999                 100-999          5-10 
## 9312            0-999                 100-999           1-2 
## 9313      1,000-1,999           10,000-99,999           1-2 
## 9314             <NA>                    <NA>           < 1 
## 9315  100,000-124,999                 100-999           3-5 
## 9316            0-999                 100-999           1-2 
## 9317    30,000-39,999              > 100,000            1-2 
## 9318             <NA>                    <NA>           1-2 
## 9319    50,000-59,999           10,000-99,999           1-2 
## 9320             <NA>                    <NA>           None
## 9321        > 500,000           10,000-99,999          5-10 
## 9322      3,000-3,999                      0            None
## 9323      4,000-4,999                      0            < 1 
## 9324            0-999                    1-99           1-2 
## 9325    30,000-39,999                    1-99          5-10 
## 9326             <NA>                    <NA>           1-2 
## 9327    20,000-24,999              > 100,000            3-5 
## 9328             <NA>                    <NA>           1-2 
## 9329      5,000-7,499                 100-999           1-2 
## 9330            0-999                    1-99          5-10 
## 9331    90,000-99,999           10,000-99,999           3-5 
## 9332            0-999                      0            < 1 
## 9333    40,000-49,999                 100-999           < 1 
## 9334            0-999                 100-999           None
## 9335      3,000-3,999                    1-99           1-2 
## 9336             <NA>                    <NA>           None
## 9337    15,000-19,999              1000-9,999           3-5 
## 9338    20,000-24,999                    1-99           1-2 
## 9339      5,000-7,499                      0          10-20 
## 9340    60,000-69,999                 100-999          5-10 
## 9341             <NA>                    <NA>           < 1 
## 9342             <NA>                    <NA>           < 1 
## 9343             <NA>                    <NA>           < 1 
## 9344            0-999                 100-999           1-2 
## 9345             <NA>                    <NA>           1-2 
## 9346      7,500-9,999                    1-99           3-5 
## 9347    70,000-79,999                 100-999           3-5 
## 9348             <NA>                    <NA>           < 1 
## 9349      4,000-4,999                 100-999           20+ 
## 9350      7,500-9,999                      0            20+ 
## 9351             <NA>                    <NA>           3-5 
## 9352             <NA>                    <NA>           1-2 
## 9353             <NA>                    <NA>           1-2 
## 9354      7,500-9,999                      0           5-10 
## 9355    10,000-14,999                      0            1-2 
## 9356    15,000-19,999              1000-9,999           1-2 
## 9357      5,000-7,499              1000-9,999           1-2 
## 9358    10,000-14,999              > 100,000            < 1 
## 9359    20,000-24,999                    1-99          5-10 
## 9360    50,000-59,999              1000-9,999           20+ 
## 9361      7,500-9,999                      0            < 1 
## 9362             <NA>                    <NA>           < 1 
## 9363      7,500-9,999                      0            1-2 
## 9364    25,000-29,999                    1-99          5-10 
## 9365            0-999                 100-999           3-5 
## 9366            0-999                    1-99           < 1 
## 9367             <NA>                    <NA>           < 1 
## 9368      5,000-7,499                      0            1-2 
## 9369    50,000-59,999                      0            < 1 
## 9370      3,000-3,999                      0            < 1 
## 9371      7,500-9,999                 100-999           1-2 
## 9372      7,500-9,999                      0            3-5 
## 9373            0-999                      0            None
## 9374    10,000-14,999                      0            < 1 
## 9375      3,000-3,999                 100-999           1-2 
## 9376    25,000-29,999                 100-999           3-5 
## 9377    20,000-24,999              1000-9,999         10-20 
## 9378      1,000-1,999                 100-999           < 1 
## 9379    50,000-59,999              1000-9,999           3-5 
## 9380             <NA>                    <NA>           < 1 
## 9381    90,000-99,999                      0            3-5 
## 9382             <NA>                    <NA>           < 1 
## 9383            0-999                      0            < 1 
## 9384    10,000-14,999                      0            < 1 
## 9385            0-999                    1-99           1-2 
## 9386      3,000-3,999                    1-99           < 1 
## 9387             <NA>                    <NA>           < 1 
## 9388    20,000-24,999                 100-999         10-20 
## 9389             <NA>                    <NA>           < 1 
## 9390             <NA>                    <NA>           < 1 
## 9391            0-999                      0            < 1 
## 9392            0-999                    1-99           1-2 
## 9393             <NA>                    <NA>           < 1 
## 9394    30,000-39,999              1000-9,999          5-10 
## 9395    10,000-14,999              1000-9,999           3-5 
## 9396            0-999                 100-999           1-2 
## 9397    10,000-14,999              1000-9,999          5-10 
## 9398    20,000-24,999                      0            < 1 
## 9399      1,000-1,999              1000-9,999           1-2 
## 9400            0-999                 100-999           1-2 
## 9401    80,000-89,999                 100-999           3-5 
## 9402             <NA>                    <NA>           < 1 
## 9403        > 500,000                      0           5-10 
## 9404      3,000-3,999                    1-99           1-2 
## 9405            0-999                    1-99           < 1 
## 9406    10,000-14,999              1000-9,999           3-5 
## 9407      5,000-7,499                      0            None
## 9408    40,000-49,999                 100-999          5-10 
## 9409  125,000-149,999           10,000-99,999           3-5 
## 9410            0-999                      0            < 1 
## 9411    30,000-39,999                 100-999           < 1 
## 9412      5,000-7,499                      0            < 1 
## 9413    30,000-39,999              > 100,000            < 1 
## 9414    60,000-69,999                      0            1-2 
## 9415            0-999                    1-99           < 1 
## 9416      1,000-1,999                 100-999           1-2 
## 9417      1,000-1,999              1000-9,999           1-2 
## 9418             <NA>                    <NA>           1-2 
## 9419      3,000-3,999                      0            1-2 
## 9420             <NA>                    <NA>           < 1 
## 9421      2,000-2,999                      0            < 1 
## 9422             <NA>                    <NA>           1-2 
## 9423    25,000-29,999              1000-9,999          5-10 
## 9424      7,500-9,999                      0            None
## 9425  150,000-199,999              1000-9,999           3-5 
## 9426    40,000-49,999                      0            3-5 
## 9427    80,000-89,999              1000-9,999           3-5 
## 9428            0-999                    1-99           < 1 
## 9429      5,000-7,499              1000-9,999           < 1 
## 9430             <NA>                    <NA>           < 1 
## 9431            0-999                      0            1-2 
## 9432    10,000-14,999                      0            < 1 
## 9433    10,000-14,999                      0            < 1 
## 9434    30,000-39,999                      0            3-5 
## 9435    30,000-39,999                      0          10-20 
## 9436      4,000-4,999                    1-99           < 1 
## 9437    10,000-14,999                      0            < 1 
## 9438             <NA>                    <NA>           20+ 
## 9439    10,000-14,999                 100-999           3-5 
## 9440      1,000-1,999                    1-99           1-2 
## 9441             <NA>                    <NA>           1-2 
## 9442             <NA>                    <NA>           < 1 
## 9443    25,000-29,999                    1-99           3-5 
## 9444    15,000-19,999                 100-999           1-2 
## 9445             <NA>                    <NA>           None
## 9446      3,000-3,999                    1-99           None
## 9447      5,000-7,499                      0            1-2 
## 9448      2,000-2,999                 100-999         10-20 
## 9449    20,000-24,999                 100-999           < 1 
## 9450    50,000-59,999                 100-999           1-2 
## 9451  250,000-299,999                 100-999          5-10 
## 9452    70,000-79,999           10,000-99,999          5-10 
## 9453            0-999                    1-99           1-2 
## 9454             <NA>                    <NA>           < 1 
## 9455             <NA>                    <NA>           < 1 
## 9456    80,000-89,999              1000-9,999           < 1 
## 9457    60,000-69,999                      0            None
## 9458  150,000-199,999           10,000-99,999           3-5 
## 9459            0-999                      0           5-10 
## 9460  125,000-149,999              > 100,000            3-5 
## 9461            0-999                 100-999           3-5 
## 9462      3,000-3,999              1000-9,999           < 1 
## 9463            0-999                      0            1-2 
## 9464      5,000-7,499                      0            < 1 
## 9465    70,000-79,999              1000-9,999           3-5 
## 9466    50,000-59,999           10,000-99,999           < 1 
## 9467             <NA>                    <NA>           < 1 
## 9468    25,000-29,999                      0            1-2 
## 9469      7,500-9,999           10,000-99,999           3-5 
## 9470    20,000-24,999                 100-999           1-2 
## 9471            0-999                    1-99           < 1 
## 9472             <NA>                    <NA>           1-2 
## 9473    25,000-29,999                 100-999           1-2 
## 9474            0-999                    1-99           3-5 
## 9475            0-999                      0            < 1 
## 9476            0-999              1000-9,999           < 1 
## 9477             <NA>                    <NA>           < 1 
## 9478    25,000-29,999              1000-9,999           1-2 
## 9479             <NA>                    <NA>           < 1 
## 9480      1,000-1,999                      0            1-2 
## 9481             <NA>                    <NA>           < 1 
## 9482      4,000-4,999                 100-999           < 1 
## 9483    15,000-19,999                 100-999          5-10 
## 9484    40,000-49,999                 100-999         10-20 
## 9485  100,000-124,999                    1-99           < 1 
## 9486    20,000-24,999                      0            1-2 
## 9487             <NA>                    <NA>           < 1 
## 9488    10,000-14,999                      0            None
## 9489    30,000-39,999                 100-999           3-5 
## 9490    30,000-39,999                 100-999           < 1 
## 9491             <NA>                    <NA>           < 1 
## 9492             <NA>                    <NA>           < 1 
## 9493    10,000-14,999                 100-999           < 1 
## 9494    15,000-19,999           10,000-99,999           3-5 
## 9495             <NA>                    <NA>           3-5 
## 9496  125,000-149,999           10,000-99,999          5-10 
## 9497      5,000-7,499                 100-999           1-2 
## 9498  150,000-199,999           10,000-99,999          5-10 
## 9499    70,000-79,999                 100-999           20+ 
## 9500    80,000-89,999                      0            None
## 9501    30,000-39,999                 100-999           3-5 
## 9502    30,000-39,999                      0            None
## 9503    10,000-14,999                      0            1-2 
## 9504            0-999                 100-999           None
## 9505      1,000-1,999                      0            < 1 
## 9506             <NA>                    <NA>           3-5 
## 9507    10,000-14,999              1000-9,999           < 1 
## 9508    10,000-14,999                 100-999           1-2 
## 9509      2,000-2,999                      0            < 1 
## 9510    30,000-39,999              1000-9,999           3-5 
## 9511      1,000-1,999                    1-99           1-2 
## 9512            0-999                      0           5-10 
## 9513    15,000-19,999              1000-9,999           < 1 
## 9514      1,000-1,999                      0            None
## 9515  125,000-149,999           10,000-99,999           1-2 
## 9516      3,000-3,999                 100-999           < 1 
## 9517      3,000-3,999              1000-9,999           1-2 
## 9518    30,000-39,999                      0            3-5 
## 9519    10,000-14,999           10,000-99,999           < 1 
## 9520            0-999                 100-999           1-2 
## 9521    15,000-19,999                      0            < 1 
## 9522  100,000-124,999           10,000-99,999           3-5 
## 9523      7,500-9,999                    1-99           3-5 
## 9524            0-999                    1-99           < 1 
## 9525      1,000-1,999                    1-99           3-5 
## 9526             <NA>                    <NA>           None
## 9527  125,000-149,999           10,000-99,999         10-20 
## 9528    15,000-19,999              > 100,000            3-5 
## 9529    30,000-39,999                 100-999          5-10 
## 9530            0-999                    1-99           < 1 
## 9531    10,000-14,999                 100-999          5-10 
## 9532    10,000-14,999                      0            3-5 
## 9533      5,000-7,499           10,000-99,999           1-2 
## 9534      2,000-2,999                    1-99           3-5 
## 9535    20,000-24,999                      0            None
## 9536             <NA>                    <NA>           1-2 
## 9537    80,000-89,999                      0           5-10 
## 9538    50,000-59,999              > 100,000           5-10 
## 9539    30,000-39,999                 100-999           1-2 
## 9540    60,000-69,999           10,000-99,999           1-2 
## 9541             <NA>                    <NA>           1-2 
## 9542    70,000-79,999                      0            < 1 
## 9543    10,000-14,999                      0            < 1 
## 9544             <NA>                    <NA>           < 1 
## 9545      1,000-1,999                      0            None
## 9546    15,000-19,999                      0            None
## 9547             <NA>                    <NA>           1-2 
## 9548             <NA>                    <NA>           < 1 
## 9549      5,000-7,499                 100-999           < 1 
## 9550    50,000-59,999                      0            None
## 9551             <NA>                    <NA>           < 1 
## 9552      3,000-3,999                      0            < 1 
## 9553    40,000-49,999                    1-99           1-2 
## 9554    10,000-14,999                 100-999           < 1 
## 9555    60,000-69,999              > 100,000            20+ 
## 9556      2,000-2,999                    1-99           3-5 
## 9557    15,000-19,999                      0            3-5 
## 9558             <NA>                    <NA>           < 1 
## 9559             <NA>                    <NA>           None
## 9560    70,000-79,999                      0            3-5 
## 9561      4,000-4,999                 100-999           < 1 
## 9562             <NA>                    <NA>           1-2 
## 9563      5,000-7,499                    1-99           1-2 
## 9564            0-999                      0            3-5 
## 9565    40,000-49,999                      0            3-5 
## 9566    80,000-89,999                      0            3-5 
## 9567             <NA>                    <NA>           < 1 
## 9568    10,000-14,999                      0           5-10 
## 9569    70,000-79,999           10,000-99,999         10-20 
## 9570            0-999                      0            1-2 
## 9571    90,000-99,999              > 100,000           5-10 
## 9572            0-999                    1-99           3-5 
## 9573    15,000-19,999                      0            3-5 
## 9574    70,000-79,999                    1-99           < 1 
## 9575    60,000-69,999                    1-99         10-20 
## 9576             <NA>                    <NA>           < 1 
## 9577            0-999                      0            < 1 
## 9578             <NA>                    <NA>           < 1 
## 9579    90,000-99,999                      0            3-5 
## 9580      3,000-3,999                      0            < 1 
## 9581  100,000-124,999                      0          10-20 
## 9582            0-999                    1-99           3-5 
## 9583  100,000-124,999           10,000-99,999         10-20 
## 9584            0-999                      0            None
## 9585      5,000-7,499              1000-9,999          5-10 
## 9586      5,000-7,499                 100-999           < 1 
## 9587            0-999                      0            < 1 
## 9588             <NA>                    <NA>           < 1 
## 9589    30,000-39,999              1000-9,999           1-2 
## 9590    20,000-24,999              1000-9,999          5-10 
## 9591            0-999                      0            < 1 
## 9592             <NA>                    <NA>           < 1 
## 9593    30,000-39,999                 100-999           3-5 
## 9594      3,000-3,999              1000-9,999           < 1 
## 9595    30,000-39,999                      0          10-20 
## 9596    10,000-14,999              1000-9,999           1-2 
## 9597    30,000-39,999                      0            1-2 
## 9598  200,000-249,999           10,000-99,999         10-20 
## 9599    60,000-69,999              1000-9,999          5-10 
## 9600             <NA>                    <NA>           < 1 
## 9601             <NA>                    <NA>           1-2 
## 9602            0-999                 100-999           3-5 
## 9603    10,000-14,999                 100-999          5-10 
## 9604             <NA>                    <NA>           < 1 
## 9605    50,000-59,999              1000-9,999           20+ 
## 9606    40,000-49,999                    1-99           3-5 
## 9607             <NA>                    <NA>           < 1 
## 9608             <NA>                    <NA>           3-5 
## 9609    60,000-69,999           10,000-99,999          5-10 
## 9610             <NA>                    <NA>           < 1 
## 9611    70,000-79,999           10,000-99,999          5-10 
## 9612    10,000-14,999                      0            < 1 
## 9613    25,000-29,999                      0            1-2 
## 9614             <NA>                    <NA>           3-5 
## 9615    50,000-59,999                      0            3-5 
## 9616             <NA>                    <NA>           < 1 
## 9617  150,000-199,999                      0            < 1 
## 9618    60,000-69,999              > 100,000          10-20 
## 9619    90,000-99,999              1000-9,999           20+ 
## 9620      1,000-1,999                    1-99           < 1 
## 9621             <NA>                    <NA>           < 1 
## 9622    50,000-59,999                      0            20+ 
## 9623      2,000-2,999                      0            < 1 
## 9624      7,500-9,999                      0            1-2 
## 9625            0-999                    1-99           1-2 
## 9626    50,000-59,999                 100-999           1-2 
## 9627             <NA>                    <NA>           3-5 
## 9628      5,000-7,499              1000-9,999           3-5 
## 9629      1,000-1,999                      0           5-10 
## 9630    50,000-59,999                      0            3-5 
## 9631      3,000-3,999           10,000-99,999           < 1 
## 9632    40,000-49,999              1000-9,999          5-10 
## 9633    30,000-39,999              1000-9,999           20+ 
## 9634    50,000-59,999                 100-999           1-2 
## 9635      1,000-1,999                      0            None
## 9636    20,000-24,999                      0            3-5 
## 9637             <NA>                    <NA>           < 1 
## 9638    20,000-24,999              1000-9,999          5-10 
## 9639             <NA>                    <NA>           < 1 
## 9640             <NA>                    <NA>           3-5 
## 9641    90,000-99,999                    1-99           < 1 
## 9642    30,000-39,999              1000-9,999           1-2 
## 9643    30,000-39,999              1000-9,999           1-2 
## 9644    50,000-59,999                      0            3-5 
## 9645             <NA>                    <NA>           < 1 
## 9646    40,000-49,999              > 100,000            1-2 
## 9647      1,000-1,999                 100-999           1-2 
## 9648    25,000-29,999                 100-999           3-5 
## 9649             <NA>                    <NA>           < 1 
## 9650    20,000-24,999              1000-9,999           < 1 
## 9651    50,000-59,999                 100-999           < 1 
## 9652    40,000-49,999              1000-9,999          5-10 
## 9653      5,000-7,499                    1-99           3-5 
## 9654    40,000-49,999              1000-9,999           3-5 
## 9655    70,000-79,999           10,000-99,999           20+ 
## 9656    60,000-69,999                    1-99           < 1 
## 9657             <NA>                    <NA>           1-2 
## 9658  125,000-149,999                      0            1-2 
## 9659      7,500-9,999                 100-999           1-2 
## 9660    30,000-39,999              1000-9,999           1-2 
## 9661    30,000-39,999              1000-9,999          5-10 
## 9662             <NA>                    <NA>           < 1 
## 9663             <NA>                    <NA>           1-2 
## 9664      2,000-2,999              1000-9,999         10-20 
## 9665    90,000-99,999                      0          10-20 
## 9666  150,000-199,999           10,000-99,999         10-20 
## 9667    50,000-59,999                      0            20+ 
## 9668      2,000-2,999                      0            3-5 
## 9669    10,000-14,999              > 100,000           5-10 
## 9670  100,000-124,999              1000-9,999           1-2 
## 9671            0-999                    1-99           1-2 
## 9672    25,000-29,999              > 100,000            3-5 
## 9673    70,000-79,999              1000-9,999           3-5 
## 9674    20,000-24,999                    1-99          5-10 
## 9675      5,000-7,499                    1-99           3-5 
## 9676    50,000-59,999              1000-9,999           3-5 
## 9677    25,000-29,999           10,000-99,999           < 1 
## 9678    50,000-59,999           10,000-99,999          5-10 
## 9679    25,000-29,999              1000-9,999           3-5 
## 9680  100,000-124,999              1000-9,999          5-10 
## 9681    15,000-19,999                 100-999           1-2 
## 9682    15,000-19,999              1000-9,999           1-2 
## 9683             <NA>                    <NA>           < 1 
## 9684    50,000-59,999                      0           5-10 
## 9685      2,000-2,999                      0            3-5 
## 9686    10,000-14,999                      0            < 1 
## 9687      1,000-1,999                 100-999           1-2 
## 9688             <NA>                    <NA>           < 1 
## 9689    25,000-29,999                      0            3-5 
## 9690      4,000-4,999                 100-999           < 1 
## 9691      2,000-2,999              1000-9,999           1-2 
## 9692    90,000-99,999                      0            None
## 9693    20,000-24,999                      0            3-5 
## 9694    20,000-24,999                      0            < 1 
## 9695        > 500,000              > 100,000            20+ 
## 9696    20,000-24,999           10,000-99,999           3-5 
## 9697      7,500-9,999                      0            1-2 
## 9698    40,000-49,999                      0            3-5 
## 9699    10,000-14,999                    1-99           1-2 
## 9700             <NA>                    <NA>           1-2 
## 9701      2,000-2,999                 100-999           1-2 
## 9702             <NA>                    <NA>           < 1 
## 9703  125,000-149,999              1000-9,999          5-10 
## 9704  100,000-124,999              > 100,000            20+ 
## 9705      1,000-1,999                 100-999           1-2 
## 9706      2,000-2,999                 100-999           < 1 
## 9707            0-999                 100-999           1-2 
## 9708      7,500-9,999           10,000-99,999           3-5 
## 9709    30,000-39,999                      0            3-5 
## 9710             <NA>                    <NA>           1-2 
## 9711             <NA>                    <NA>           3-5 
## 9712    30,000-39,999                    1-99           1-2 
## 9713    25,000-29,999                      0            1-2 
## 9714             <NA>                    <NA>           < 1 
## 9715    80,000-89,999              1000-9,999           < 1 
## 9716             <NA>                    <NA>           < 1 
## 9717             <NA>                    <NA>           3-5 
## 9718      7,500-9,999                      0           5-10 
## 9719  125,000-149,999              > 100,000            20+ 
## 9720      5,000-7,499                    1-99           < 1 
## 9721             <NA>                    <NA>           < 1 
## 9722      5,000-7,499                      0            < 1 
## 9723    40,000-49,999           10,000-99,999         10-20 
## 9724             <NA>                    <NA>           1-2 
## 9725    50,000-59,999                      0            3-5 
## 9726    30,000-39,999                    1-99           1-2 
## 9727             <NA>                    <NA>           < 1 
## 9728  100,000-124,999                      0            < 1 
## 9729    60,000-69,999                      0            3-5 
## 9730    10,000-14,999              1000-9,999          5-10 
## 9731    20,000-24,999                    1-99           1-2 
## 9732    30,000-39,999              1000-9,999           < 1 
## 9733            0-999                      0            < 1 
## 9734    25,000-29,999                 100-999           1-2 
## 9735      5,000-7,499                      0            < 1 
## 9736  125,000-149,999           10,000-99,999         10-20 
## 9737    30,000-39,999              1000-9,999           3-5 
## 9738             <NA>                    <NA>           1-2 
## 9739    50,000-59,999                      0            20+ 
## 9740    30,000-39,999                 100-999           < 1 
## 9741      2,000-2,999                 100-999           1-2 
## 9742      4,000-4,999              1000-9,999           < 1 
## 9743    60,000-69,999           10,000-99,999         10-20 
## 9744             <NA>                    <NA>           < 1 
## 9745             <NA>                    <NA>          5-10 
## 9746    20,000-24,999                      0            3-5 
## 9747  100,000-124,999              1000-9,999         10-20 
## 9748             <NA>                    <NA>           < 1 
## 9749            0-999                 100-999           1-2 
## 9750    30,000-39,999           10,000-99,999           1-2 
## 9751  100,000-124,999              1000-9,999           3-5 
## 9752    15,000-19,999                    1-99           1-2 
## 9753    50,000-59,999                      0            20+ 
## 9754             <NA>                    <NA>           1-2 
## 9755    10,000-14,999                 100-999           1-2 
## 9756            0-999                      0            < 1 
## 9757    50,000-59,999                      0            20+ 
## 9758    50,000-59,999                 100-999           < 1 
## 9759             <NA>                    <NA>           < 1 
## 9760             <NA>                    <NA>           < 1 
## 9761            0-999                    1-99           < 1 
## 9762  100,000-124,999              1000-9,999           20+ 
## 9763             <NA>                    <NA>           1-2 
## 9764            0-999                    1-99           < 1 
## 9765  100,000-124,999                      0           5-10 
## 9766    70,000-79,999              > 100,000           5-10 
## 9767      3,000-3,999                 100-999           < 1 
## 9768             <NA>                    <NA>           < 1 
## 9769    25,000-29,999              1000-9,999           < 1 
## 9770      4,000-4,999                      0            < 1 
## 9771      1,000-1,999                      0            3-5 
## 9772    40,000-49,999                 100-999          5-10 
## 9773    10,000-14,999                 100-999           < 1 
## 9774    10,000-14,999                      0            3-5 
## 9775    25,000-29,999                      0            < 1 
## 9776             <NA>                    <NA>           3-5 
## 9777      2,000-2,999                      0            < 1 
## 9778  100,000-124,999              1000-9,999           20+ 
## 9779            0-999                 100-999           3-5 
## 9780      5,000-7,499                      0            < 1 
## 9781      7,500-9,999                      0            1-2 
## 9782             <NA>                    <NA>           None
## 9783            0-999                    1-99           3-5 
## 9784    10,000-14,999                      0            1-2 
## 9785    20,000-24,999                 100-999           3-5 
## 9786    25,000-29,999           10,000-99,999           1-2 
## 9787            0-999                      0            < 1 
## 9788  100,000-124,999                 100-999           20+ 
## 9789      2,000-2,999                 100-999           3-5 
## 9790    10,000-14,999           10,000-99,999           1-2 
## 9791    20,000-24,999                    1-99           None
## 9792    60,000-69,999              1000-9,999           None
## 9793      3,000-3,999                    1-99           < 1 
## 9794            0-999                      0            3-5 
## 9795    40,000-49,999              1000-9,999           1-2 
## 9796      3,000-3,999                 100-999           1-2 
## 9797      1,000-1,999                      0            3-5 
## 9798            0-999                      0            None
## 9799             <NA>                    <NA>           None
## 9800             <NA>                    <NA>         10-20 
## 9801            0-999                      0            < 1 
## 9802  100,000-124,999              > 100,000            < 1 
## 9803             <NA>                    <NA>           3-5 
## 9804    60,000-69,999                      0            < 1 
## 9805      2,000-2,999                      0            < 1 
## 9806    30,000-39,999                      0           5-10 
## 9807    70,000-79,999                      0            3-5 
## 9808      3,000-3,999                    1-99           < 1 
## 9809    10,000-14,999              1000-9,999           1-2 
## 9810      4,000-4,999                      0            1-2 
## 9811    10,000-14,999                      0            1-2 
## 9812    60,000-69,999                 100-999         10-20 
## 9813    10,000-14,999              1000-9,999           None
## 9814    30,000-39,999              1000-9,999           3-5 
## 9815    30,000-39,999                      0            < 1 
## 9816             <NA>                    <NA>           < 1 
## 9817    40,000-49,999                    1-99           1-2 
## 9818             <NA>                    <NA>          5-10 
## 9819    20,000-24,999                      0            3-5 
## 9820    10,000-14,999                      0            1-2 
## 9821             <NA>                    <NA>           1-2 
## 9822      7,500-9,999              1000-9,999           < 1 
## 9823             <NA>                    <NA>           3-5 
## 9824    25,000-29,999                      0           5-10 
## 9825      2,000-2,999                      0            1-2 
## 9826      7,500-9,999                 100-999           1-2 
## 9827    80,000-89,999                      0            3-5 
## 9828      2,000-2,999                    1-99          5-10 
## 9829    50,000-59,999                 100-999           1-2 
## 9830             <NA>                    <NA>           1-2 
## 9831    40,000-49,999                    1-99           < 1 
## 9832             <NA>                    <NA>           1-2 
## 9833    15,000-19,999                      0            < 1 
## 9834  150,000-199,999              > 100,000            3-5 
## 9835             <NA>                    <NA>           < 1 
## 9836    40,000-49,999           10,000-99,999          5-10 
## 9837      1,000-1,999                    1-99           < 1 
## 9838    50,000-59,999                    1-99          5-10 
## 9839            0-999              1000-9,999           3-5 
## 9840    30,000-39,999              > 100,000            None
## 9841      1,000-1,999                      0            < 1 
## 9842      1,000-1,999              1000-9,999           < 1 
## 9843    20,000-24,999           10,000-99,999           3-5 
## 9844    50,000-59,999              1000-9,999          5-10 
## 9845             <NA>                    <NA>           None
## 9846      1,000-1,999                      0           5-10 
## 9847             <NA>                    <NA>           < 1 
## 9848    30,000-39,999           10,000-99,999          5-10 
## 9849    30,000-39,999                 100-999           1-2 
## 9850    50,000-59,999              1000-9,999         10-20 
## 9851    30,000-39,999                 100-999           3-5 
## 9852    40,000-49,999              1000-9,999           20+ 
## 9853            0-999                      0            1-2 
## 9854      3,000-3,999           10,000-99,999           1-2 
## 9855    40,000-49,999                      0            3-5 
## 9856      1,000-1,999                    1-99           1-2 
## 9857    25,000-29,999              1000-9,999           1-2 
## 9858    50,000-59,999              > 100,000            1-2 
## 9859  100,000-124,999              1000-9,999           1-2 
## 9860             <NA>                    <NA>           < 1 
## 9861    25,000-29,999                      0           5-10 
## 9862             <NA>                    <NA>           < 1 
## 9863    70,000-79,999                 100-999          5-10 
## 9864    50,000-59,999                      0           5-10 
## 9865    90,000-99,999              1000-9,999           20+ 
## 9866    40,000-49,999              1000-9,999         10-20 
## 9867  125,000-149,999                    1-99         10-20 
## 9868      1,000-1,999                    1-99           1-2 
## 9869    20,000-24,999                    1-99           3-5 
## 9870    10,000-14,999           10,000-99,999           3-5 
## 9871    40,000-49,999              1000-9,999           1-2 
## 9872    20,000-24,999              1000-9,999           1-2 
## 9873             <NA>                    <NA>           1-2 
## 9874             <NA>                    <NA>           1-2 
## 9875            0-999              1000-9,999           3-5 
## 9876             <NA>                    <NA>           < 1 
## 9877    20,000-24,999                    1-99           None
## 9878    15,000-19,999                      0            3-5 
## 9879  100,000-124,999                    1-99           20+ 
## 9880    25,000-29,999                    1-99           1-2 
## 9881    10,000-14,999                 100-999           3-5 
## 9882    30,000-39,999                      0            3-5 
## 9883    40,000-49,999                 100-999           3-5 
## 9884    50,000-59,999              1000-9,999           < 1 
## 9885    40,000-49,999                    1-99          5-10 
## 9886            0-999                      0            3-5 
## 9887      4,000-4,999                    1-99           < 1 
## 9888    60,000-69,999           10,000-99,999           3-5 
## 9889             <NA>                    <NA>           None
## 9890             <NA>                    <NA>           3-5 
## 9891    80,000-89,999           10,000-99,999          5-10 
## 9892             <NA>                    <NA>           < 1 
## 9893             <NA>                    <NA>           3-5 
## 9894             <NA>                    <NA>           1-2 
## 9895             <NA>                    <NA>           1-2 
## 9896    25,000-29,999           10,000-99,999           1-2 
## 9897             <NA>                    <NA>           3-5 
## 9898      4,000-4,999                 100-999           3-5 
## 9899    10,000-14,999                      0            3-5 
## 9900             <NA>                    <NA>         10-20 
## 9901    40,000-49,999              > 100,000            3-5 
## 9902    80,000-89,999              1000-9,999           3-5 
## 9903    70,000-79,999              1000-9,999           20+ 
## 9904             <NA>                    <NA>           1-2 
## 9905    15,000-19,999                 100-999           None
## 9906      1,000-1,999              1000-9,999           3-5 
## 9907      7,500-9,999                      0            3-5 
## 9908             <NA>                    <NA>           None
## 9909    20,000-24,999                 100-999           1-2 
## 9910            0-999                    1-99           < 1 
## 9911    25,000-29,999                      0           5-10 
## 9912    80,000-89,999              > 100,000            3-5 
## 9913    40,000-49,999                      0            None
## 9914    25,000-29,999              1000-9,999         10-20 
## 9915    30,000-39,999                 100-999           3-5 
## 9916    40,000-49,999                      0            1-2 
## 9917    25,000-29,999              > 100,000            3-5 
## 9918    50,000-59,999              1000-9,999           3-5 
## 9919    50,000-59,999                      0            20+ 
## 9920    50,000-59,999                 100-999           1-2 
## 9921            0-999                    1-99           < 1 
## 9922    30,000-39,999              1000-9,999           3-5 
## 9923  100,000-124,999                      0            3-5 
## 9924    50,000-59,999                      0           5-10 
## 9925    80,000-89,999              > 100,000            3-5 
## 9926    30,000-39,999           10,000-99,999           3-5 
## 9927      7,500-9,999           10,000-99,999           3-5 
## 9928    70,000-79,999           10,000-99,999         10-20 
## 9929             <NA>                    <NA>           < 1 
## 9930             <NA>                    <NA>           < 1 
## 9931    25,000-29,999           10,000-99,999           3-5 
## 9932    40,000-49,999              1000-9,999          5-10 
## 9933             <NA>                    <NA>           None
## 9934            0-999                    1-99           1-2 
## 9935    50,000-59,999                 100-999           20+ 
## 9936             <NA>                    <NA>           3-5 
## 9937      1,000-1,999                      0            3-5 
## 9938             <NA>                    <NA>           < 1 
## 9939    25,000-29,999                      0            3-5 
## 9940    90,000-99,999           10,000-99,999           None
## 9941    40,000-49,999              1000-9,999           1-2 
## 9942    50,000-59,999                      0           5-10 
## 9943             <NA>                    <NA>           1-2 
## 9944    25,000-29,999                 100-999           3-5 
## 9945    15,000-19,999                      0            3-5 
## 9946    30,000-39,999              1000-9,999           3-5 
## 9947            0-999                      0            3-5 
## 9948      4,000-4,999                 100-999          5-10 
## 9949      5,000-7,499                 100-999           3-5 
## 9950             <NA>                    <NA>           < 1 
## 9951    10,000-14,999                      0            1-2 
## 9952    40,000-49,999              1000-9,999         10-20 
## 9953             <NA>                    <NA>         10-20 
## 9954      1,000-1,999                      0            1-2 
## 9955    90,000-99,999                      0            None
## 9956      7,500-9,999                    1-99           1-2 
## 9957    30,000-39,999                 100-999           3-5 
## 9958    40,000-49,999              1000-9,999           3-5 
## 9959             <NA>                    <NA>           < 1 
## 9960    15,000-19,999              1000-9,999           20+ 
## 9961    60,000-69,999           10,000-99,999           20+ 
## 9962    15,000-19,999                 100-999           20+ 
## 9963             <NA>                    <NA>           None
## 9964    40,000-49,999                      0           5-10 
## 9965  100,000-124,999              > 100,000          10-20 
## 9966             <NA>                    <NA>           < 1 
## 9967    15,000-19,999                 100-999           3-5 
## 9968      1,000-1,999                    1-99           < 1 
## 9969    70,000-79,999                      0          10-20 
## 9970    60,000-69,999              > 100,000            3-5 
## 9971             <NA>                    <NA>           < 1 
## 9972    15,000-19,999           10,000-99,999           None
## 9973    15,000-19,999              1000-9,999           1-2 
## 9974  125,000-149,999           10,000-99,999           3-5 
## 9975      5,000-7,499                      0            20+ 
## 9976    50,000-59,999                      0            3-5 
## 9977    50,000-59,999           10,000-99,999         10-20 
## 9978    70,000-79,999              1000-9,999         10-20 
## 9979      5,000-7,499              1000-9,999           1-2 
## 9980    20,000-24,999                 100-999           3-5 
## 9981            0-999                      0            None
## 9982    80,000-89,999              1000-9,999           < 1 
## 9983    15,000-19,999                 100-999          5-10 
## 9984    10,000-14,999                      0            1-2 
## 9985    50,000-59,999              1000-9,999          5-10 
## 9986             <NA>                    <NA>           1-2 
## 9987    25,000-29,999           10,000-99,999           < 1 
## 9988            0-999           10,000-99,999           < 1 
## 9989             <NA>                    <NA>         10-20 
## 9990      1,000-1,999                    1-99           3-5 
## 9991    30,000-39,999                      0           5-10 
## 9992    40,000-49,999              > 100,000            1-2 
## 9993            0-999                 100-999           1-2 
## 9994             <NA>                    <NA>           < 1 
## 9995      5,000-7,499                 100-999           1-2 
## 9996    50,000-59,999              1000-9,999           1-2 
## 9997    20,000-24,999           10,000-99,999           3-5 
## 9998             <NA>                    <NA>           1-2 
## 9999    50,000-59,999              1000-9,999           3-5 
##  [ reached 'max' / getOption("max.print") -- omitted 9718 rows ]

A lot of columns end with a technology or choice so i’ll rename the columns based the row selection choice. Also cleaning the column names to standard format.

Rip throught the subsets for cleaning.

# Primary Tool for DA at school/work
df_prime_tool<- df %>% 
  select(Q14 )%>%
  slice(2:dim(df)[1]) %>%
  rename(primary_analysis_tool = Q14)
# ML year EXP
df_ml_xp<- df %>% select(Q23) %>%
  slice(2:dim(df)[1]) %>%
  rename(ml_exp_years = Q23) %>%
  mutate(ml_exp_years = str_remove_all(ml_exp_years, "years"))
# language to learn first?
df_lang_rec<- df%>% 
  select(Q19) %>%
  slice(1:dim(df)[1]) %>%
  rename(rec_lang = Q19)
#media sources for DS
df_media<- df %>% select(Q12_Part_1:Q12_Part_12) %>%
  slice(2:dim(df)[1]) %>%
  rename(twiter = Q12_Part_1,
         hacker_news = Q12_Part_2,
         reddit = Q12_Part_3,
         kaggle = Q12_Part_4,
         course_forums = Q12_Part_5,
         you_tube = Q12_Part_6,
         podcast = Q12_Part_7,
         blogs = Q12_Part_8,
         journals = Q12_Part_9,
         slack_communities = Q12_Part_10,
         none = Q12_Part_11,
         other = Q12_Part_12)
# DS course work including University
df_online_ed<- df %>% 
  select(Q13_Part_1:Q13_Part_12) 
df_online_ed<- rename.columns(df_online_ed) 
# IDE
df_ide <- df %>% 
  select(Q16_Part_1:Q16_Part_12) 
df_ide<-rename.columns(df_ide)
# language
df_lang<- df %>%
  select(Q18_Part_1:Q18_Part_12) 
df_lang<- rename.columns(df_lang)
# data viz
df_viz <- df %>% 
  select(Q20_Part_1:Q20_Part_12) 
df_viz<- rename.columns(df_viz) 
# ML algo used regualrly
df_ml_algo<- df %>%select(Q24_Part_1:Q24_Part_12) 
df_ml_algo<-rename.columns(df_ml_algo)
# ML Tools (e.g. AutoML)
df_ml_tool<- df %>% select(Q25_Part_1:Q25_Part_8) 
df_ml_tool<- rename.columns(df_ml_tool) 
# CV tools
df_cv<- df %>% select(Q26_Part_1:Q26_Part_7)
df_cv<-rename.columns(df_cv)
# NLP tools
df_nlp<- df %>% select(Q27_Part_1:Q27_Part_6)
df_nlp<- rename.columns(df_nlp)
# Cloud platform
df_cloud<- df %>% select(Q29_Part_1:Q29_Part_12)
df_cloud<- rename.columns(df_cloud)
# cloud products
df_cloud_prod<- df %>% select(Q30_Part_1:Q30_Part_12)
df_cloud_prod<- rename.columns(df_cloud_prod)
# big data platform
df_big_data<- df %>%select(Q31_Part_1:Q31_Part_12)
df_big_data<- rename.columns(df_big_data)
# cloud ML (e.g. Sagemaker)
df_cloud_ml<- df %>% select(Q32_Part_1:Q32_Part_12)
df_cloud_ml<- rename.columns(df_cloud_ml)
# relational DB
df_db<- df %>% select(Q34_Part_1:Q34_Part_12)
df_db<- rename.columns(df_db)

##        age                  gender                      country
## 1    22-24                    Male                       France
## 2    40-44                    Male                        India
## 3    55-59                  Female                      Germany
## 4    40-44                    Male                    Australia
## 5    22-24                    Male                        India
## 6    50-54                    Male                       France
## 7    22-24                    Male                        India
## 8    22-24                  Female     United States of America
## 9    22-24                    Male     United States of America
## 10   55-59                    Male                  Netherlands
## 11   18-21                    Male                        India
## 12   30-34                    Male                      Germany
## 13   30-34                    Male                      Germany
## 14   30-34                    Male     United States of America
## 15   25-29                    Male                        India
## 16   50-54                  Female     United States of America
## 17   18-21                    Male                    Australia
## 18   18-21                    Male                        India
## 19   35-39                    Male                       France
## 20   25-29                    Male                       France
## 21   22-24                  Female                      Ireland
## 22   35-39                    Male     United States of America
## 23   25-29                    Male                        India
## 24   40-44                    Male                       Russia
## 25   25-29                    Male                       Greece
## 26   30-34                    Male                       Greece
## 27   35-39                    Male                        India
## 28   25-29                    Male     United States of America
## 29   30-34                  Female                      Ukraine
## 30   25-29                  Female                     Pakistan
## 31   30-34                    Male                        Japan
## 32   30-34                    Male                        Japan
## 33   25-29                  Female                        Other
## 34   30-34                  Female     United States of America
## 35   22-24                    Male                       Brazil
## 36   25-29                    Male                        India
## 37   35-39                    Male                  South Korea
## 38   25-29                    Male                       Brazil
## 39   35-39                    Male                       France
## 40   30-34                  Female     United States of America
## 41   25-29                    Male                        India
## 42   22-24                    Male                        India
## 43   22-24                    Male                        India
## 44   35-39                    Male                      Belarus
## 45   25-29                    Male                        India
## 46   22-24                    Male                        India
## 47   25-29                    Male                        India
## 48   25-29                    Male                      Nigeria
## 49   35-39                  Female               United Kingdom
## 50   30-34                    Male                       Sweden
## 51   35-39                    Male     United States of America
## 52   25-29                    Male                        India
## 53   18-21                    Male                        India
## 54   30-34                    Male                      Germany
## 55   25-29                    Male                      Germany
## 56   25-29                    Male                        India
## 57   45-49                  Female                        India
## 58   40-44                    Male                        India
## 59   30-34                    Male     United States of America
## 60   22-24                  Female                        India
## 61   35-39                    Male                       Mexico
## 62   30-34                    Male     United States of America
## 63   25-29                  Female     United States of America
## 64   22-24                    Male                       France
## 65   35-39 Prefer to self-describe               United Kingdom
## 66   40-44                    Male                        Other
## 67   25-29       Prefer not to say     United States of America
## 68   18-21                    Male                       Russia
## 69   22-24                    Male                        India
## 70   22-24                    Male                        India
## 71   30-34                    Male                        India
## 72   22-24                    Male                    Australia
## 73   18-21                    Male                        India
## 74   18-21                    Male                       Brazil
## 75   30-34                  Female                        India
## 76   22-24                    Male                        India
## 77   35-39                    Male                        Japan
## 78   35-39                    Male                       Canada
## 79   18-21                    Male                        India
## 80   30-34                    Male     United States of America
## 81   30-34                    Male                     Portugal
## 82   25-29                    Male     United States of America
## 83   25-29                    Male                       Russia
## 84   22-24                  Female                        India
## 85   30-34                    Male                       Canada
## 86   30-34                  Female     United States of America
## 87   22-24                    Male                       France
## 88   22-24                    Male     United States of America
## 89   30-34                    Male                       Canada
## 90   25-29                    Male                       Poland
## 91   22-24                    Male                    Indonesia
## 92   35-39                    Male                  Netherlands
## 93   30-34                    Male                        Italy
## 94   45-49                    Male                       France
## 95   22-24                    Male                        India
## 96   22-24                    Male                       Brazil
## 97   30-34                    Male     United States of America
## 98   30-34                    Male                        India
## 99   25-29                    Male               Czech Republic
## 100  35-39       Prefer not to say     United States of America
## 101  18-21                    Male                        India
## 102  25-29                  Female                        Other
## 103  22-24                    Male                     Pakistan
## 104  50-54                    Male               United Kingdom
## 105  30-34                    Male     United States of America
## 106  30-34                    Male                        Spain
## 107  25-29                    Male     United States of America
## 108  30-34                  Female     United States of America
## 109  18-21                    Male                        India
## 110  35-39                    Male                       Sweden
## 111  25-29                    Male     United States of America
## 112  25-29                  Female                      Morocco
## 113  25-29                    Male                        India
## 114  45-49                    Male                        India
## 115  25-29                    Male                        Spain
## 116  18-21                    Male                        India
## 117  22-24                    Male                       Greece
## 118  35-39                    Male                       Russia
## 119  22-24                    Male     United States of America
## 120  25-29       Prefer not to say                        Other
## 121  40-44                    Male                        India
## 122  25-29                    Male     United States of America
## 123  25-29                    Male                        India
## 124  30-34                    Male     United States of America
## 125  22-24                    Male                     Pakistan
## 126  25-29                    Male                        Chile
## 127  25-29                    Male                        Other
## 128  22-24                    Male                        India
## 129  22-24                    Male                        India
## 130  22-24                    Male                       France
## 131  18-21                  Female                        India
## 132  18-21                    Male                        India
## 133  45-49                    Male           Hong Kong (S.A.R.)
## 134  30-34                  Female                       Mexico
## 135  25-29                    Male                        India
## 136  50-54                    Male                        Spain
## 137  18-21                  Female                        India
## 138  22-24                    Male                        India
## 139  25-29                    Male                 South Africa
## 140  30-34                    Male                      Hungary
## 141  30-34                    Male                       France
## 142  40-44                    Male                        India
## 143  60-69                    Male     United States of America
## 144  45-49                  Female                    Argentina
## 145  25-29                    Male                       Turkey
## 146  55-59                    Male     United States of America
## 147  30-34                    Male                      Ireland
## 148  22-24                    Male                       Russia
## 149  18-21                    Male                        India
## 150  55-59                    Male                       France
## 151  30-34                    Male                    Singapore
## 152  25-29                    Male                        India
## 153  35-39                    Male                     Portugal
## 154  40-44                    Male               United Kingdom
## 155  22-24                    Male                        India
## 156  45-49                  Female     United States of America
## 157  22-24                    Male                     Pakistan
## 158  30-34                    Male     United States of America
## 159  40-44                    Male                       Brazil
## 160  35-39                    Male                       Israel
## 161  35-39                    Male                       Russia
## 162  30-34                    Male                      Nigeria
## 163  35-39                  Female                        India
## 164  18-21                    Male                        India
## 165  18-21                    Male                        India
## 166  25-29                    Male                        Japan
## 167  35-39                    Male     United States of America
## 168  35-39                    Male                        Other
## 169  35-39                    Male                        Italy
## 170  30-34                  Female                        Italy
## 171  18-21                  Female                        India
## 172  18-21                    Male                        India
## 173  25-29                    Male                       France
## 174  18-21                    Male                        India
## 175  30-34                    Male                      Ukraine
## 176  22-24                    Male                        India
## 177  25-29                    Male                        India
## 178  25-29                    Male                        Japan
## 179  45-49                    Male                        Italy
## 180  35-39                    Male                       Russia
## 181  35-39                  Female                       Taiwan
## 182  22-24                  Female     United States of America
## 183    70+                    Male                        Other
## 184  22-24                  Female                        India
## 185  45-49                    Male                        Other
## 186  30-34                    Male                        Egypt
## 187  25-29                    Male                       Brazil
## 188  22-24                    Male                       Brazil
## 189  30-34                    Male                       Russia
## 190  40-44                    Male     United States of America
## 191  35-39                    Male                        India
## 192  50-54                  Female                       Brazil
## 193  22-24                  Female                        Other
## 194  25-29                  Female                      Ukraine
## 195  30-34                    Male                       Brazil
## 196  18-21                    Male                        India
## 197  22-24                    Male                   Bangladesh
## 198  25-29                  Female     United States of America
## 199  25-29                    Male                      Morocco
## 200  25-29                    Male                       Canada
## 201  30-34                  Female     United States of America
## 202  25-29                  Female                       Canada
## 203  22-24                    Male     United States of America
## 204  25-29                  Female     United States of America
## 205  25-29                    Male                       Brazil
## 206  55-59                    Male     United States of America
## 207  25-29                    Male                      Hungary
## 208  25-29                    Male                      Belarus
## 209  22-24                    Male                        Spain
## 210  22-24                    Male     United States of America
## 211  22-24                    Male                        India
## 212  22-24                  Female                        India
## 213  18-21                    Male                       Canada
## 214  18-21                  Female                      Nigeria
## 215  25-29                    Male                        India
## 216  25-29                    Male                  South Korea
## 217  40-44                    Male                        India
## 218  22-24                  Female                        Other
## 219  35-39                    Male                       France
## 220  30-34                    Male                        Other
## 221  30-34                    Male                     Colombia
## 222  30-34                    Male                       Brazil
## 223  40-44                    Male                      Germany
## 224  40-44                    Male     United States of America
## 225  35-39                    Male                        India
## 226  25-29                    Male                        Japan
## 227  55-59                    Male                    Australia
## 228  40-44                    Male                       Brazil
## 229  22-24                    Male                       Taiwan
## 230  30-34                    Male                        India
## 231  50-54                    Male     United States of America
## 232  30-34                    Male                       Mexico
## 233  25-29                  Female     United States of America
## 234  55-59                    Male                        India
## 235  22-24                    Male                        Egypt
## 236  25-29                    Male                        India
## 237  30-34                    Male                        India
## 238  50-54                    Male                       Sweden
## 239  18-21                  Female                      Nigeria
## 240  45-49                    Male     United States of America
## 241  30-34                    Male                       Canada
## 242  25-29                    Male                       Norway
## 243  22-24                    Male                     Pakistan
## 244  18-21                    Male                       Russia
## 245  30-34                    Male                        Other
## 246  18-21                    Male                        India
## 247  25-29                  Female                        India
## 248  18-21                    Male                        India
## 249  25-29                    Male                  Netherlands
## 250  30-34                    Male     United States of America
## 251  35-39                    Male                        India
## 252  40-44                    Male                        Japan
## 253  25-29                    Male                        Spain
## 254  45-49                    Male     United States of America
## 255  30-34                    Male                 South Africa
## 256  50-54                    Male     United States of America
## 257  30-34                  Female     United States of America
## 258  30-34                  Female     United States of America
## 259  60-69                    Male     United States of America
## 260  30-34                    Male               Czech Republic
## 261  30-34                    Male                     Thailand
## 262  30-34                    Male                       Taiwan
## 263  25-29                    Male                  Netherlands
## 264  40-44                    Male               United Kingdom
## 265  18-21                    Male                      Nigeria
## 266  22-24                    Male                        China
## 267  30-34                    Male                        India
## 268  35-39                    Male                  South Korea
## 269  18-21                    Male                        India
## 270  45-49                    Male                       Turkey
## 271  45-49                    Male     United States of America
## 272  40-44                    Male                    Indonesia
## 273  22-24                    Male                       France
## 274  45-49                    Male     United States of America
## 275  25-29                    Male                       Israel
## 276  25-29                  Female                      Morocco
## 277  25-29                  Female                       Turkey
## 278  22-24                  Female                        India
## 279  40-44                    Male               United Kingdom
## 280  35-39                    Male                        Japan
## 281  50-54                    Male                        Italy
## 282  30-34                    Male                  Switzerland
## 283  18-21                    Male                        India
## 284  40-44                    Male     United States of America
## 285  22-24                    Male                        India
## 286  18-21                    Male                        India
## 287  22-24                  Female                       Russia
## 288  22-24                    Male     United States of America
## 289  60-69                    Male     United States of America
## 290  22-24                    Male                     Pakistan
## 291  30-34                    Male                        India
## 292  25-29                    Male                       Mexico
## 293  30-34                    Male                        Other
## 294  30-34                    Male                        Italy
## 295  35-39                    Male                        Other
## 296  30-34                    Male                 South Africa
## 297  50-54                    Male                       Brazil
## 298  22-24                  Female                     Pakistan
## 299  35-39                    Male                     Portugal
## 300  30-34                    Male                      Germany
## 301  25-29                    Male     United States of America
## 302  60-69                    Male     United States of America
## 303  40-44                    Male                    Argentina
## 304  40-44                  Female     United States of America
## 305  25-29                    Male                       Brazil
## 306  50-54                    Male                        Italy
## 307  18-21                    Male                     Viet Nam
## 308  25-29                    Male     United States of America
## 309  30-34                    Male     United States of America
## 310  18-21                    Male                        India
## 311  35-39                    Male                  Netherlands
## 312  22-24                    Male                        India
## 313  18-21                  Female     United States of America
## 314  25-29                    Male                       Taiwan
## 315  25-29                    Male                      Denmark
## 316  25-29                  Female                        India
## 317  18-21                    Male                        India
## 318  35-39                    Male                      Ukraine
## 319  18-21                  Female                       Russia
## 320  55-59                    Male                     Colombia
## 321  25-29                    Male                     Thailand
## 322  22-24                    Male                     Viet Nam
## 323  30-34                    Male                        India
## 324  50-54                    Male                    Indonesia
## 325  22-24                    Male                      Nigeria
## 326  35-39                    Male                        Other
## 327  25-29                    Male                        India
## 328  30-34                    Male                        Chile
## 329  18-21                    Male                        India
## 330  25-29                    Male     United States of America
## 331  22-24                    Male                     Colombia
## 332  30-34                    Male                     Colombia
## 333  25-29                    Male     United States of America
## 334  40-44                    Male                       Taiwan
## 335  25-29                    Male                        India
## 336  35-39                    Male     United States of America
## 337  25-29                  Female     United States of America
## 338  22-24                  Female                    Indonesia
## 339  35-39                    Male     United States of America
## 340  35-39                  Female                       France
## 341  40-44                  Female     United States of America
## 342  18-21                    Male                        India
## 343  22-24                    Male                       Russia
## 344  30-34                    Male                        India
## 345  18-21                    Male                        India
## 346  22-24                  Female                      Morocco
## 347  22-24                  Female                  South Korea
## 348  25-29                  Female     United States of America
## 349  18-21                    Male                        India
## 350  22-24                    Male                        India
## 351  22-24                    Male                     Colombia
## 352  30-34                    Male                       Israel
## 353  18-21                    Male                        India
## 354  30-34 Prefer to self-describe                        Other
## 355  25-29                  Female                        India
## 356  25-29                    Male                        Other
## 357  60-69                    Male     United States of America
## 358  25-29                  Female                       Russia
## 359  25-29                    Male                        Other
## 360  30-34                    Male                        India
## 361  55-59                    Male     United States of America
## 362  22-24                    Male                        India
## 363  22-24                    Male                        India
## 364  25-29                    Male                        Italy
## 365  55-59                  Female                       Canada
## 366  22-24                    Male                       Mexico
## 367  22-24                    Male     United States of America
## 368  22-24                    Male                        India
## 369  25-29                    Male     United States of America
## 370  22-24                  Female               United Kingdom
## 371  22-24                    Male                        India
## 372  25-29       Prefer not to say                        Japan
## 373  45-49                  Female     United States of America
## 374  18-21       Prefer not to say                        Other
## 375  25-29                    Male     United States of America
## 376  25-29                    Male     United States of America
## 377  25-29                  Female                       France
## 378  22-24                    Male                        India
## 379  18-21                    Male                        India
## 380  30-34                    Male                        Japan
## 381  55-59                    Male                       Taiwan
## 382  25-29                    Male                       Russia
## 383  25-29                    Male                       Mexico
## 384  25-29                    Male                       France
## 385  22-24 Prefer to self-describe                       Russia
## 386  30-34                    Male                        India
## 387  18-21                    Male                        India
## 388  18-21                  Female                        India
## 389  35-39                    Male                       Brazil
## 390  30-34                    Male                    Argentina
## 391  22-24                    Male                        India
## 392  22-24                    Male                        Japan
## 393  40-44                    Male                       Brazil
## 394  18-21                    Male                        India
## 395  22-24       Prefer not to say                     Viet Nam
## 396  30-34                    Male                        Japan
## 397  30-34                    Male     United States of America
## 398  25-29                    Male                        Italy
## 399  25-29                    Male                        India
## 400  18-21                    Male                        India
## 401  60-69                    Male     United States of America
## 402  25-29                  Female     United States of America
## 403  30-34                    Male                        Japan
## 404  18-21                    Male                        India
## 405  18-21                    Male                        India
## 406  18-21                  Female                      Ukraine
## 407  30-34                    Male                        India
## 408  30-34                    Male                        India
## 409  18-21                    Male                        India
## 410  25-29                    Male     United States of America
## 411  35-39                  Female                      Tunisia
## 412  55-59                    Male                       Brazil
## 413  25-29                    Male               United Kingdom
## 414  25-29                  Female                        Chile
## 415  30-34                    Male                  Netherlands
## 416  18-21                    Male                        Other
## 417  40-44                    Male     United States of America
## 418  25-29                    Male                       Russia
## 419  18-21                    Male                       Brazil
## 420  25-29                    Male                        India
## 421  45-49                  Female                        Japan
## 422  35-39                    Male                        Spain
## 423  35-39                    Male                    Singapore
## 424  25-29                    Male                       Canada
## 425  30-34                    Male                     Pakistan
## 426  30-34                    Male     United States of America
## 427  18-21                    Male                       Russia
## 428  50-54                    Male                       Canada
## 429  30-34                  Female                       France
## 430  22-24                  Female                        India
## 431  45-49                  Female                       Canada
## 432  18-21                    Male                        India
## 433  22-24                  Female     United States of America
## 434  25-29                    Male                        Egypt
## 435  18-21                    Male                        India
## 436  30-34                    Male                        India
## 437  25-29                  Female                        Other
## 438  35-39                    Male                       Brazil
## 439  40-44                    Male                       Poland
## 440  18-21                    Male                        India
## 441  25-29                    Male            Republic of Korea
## 442  22-24                    Male                     Viet Nam
## 443  30-34                  Female                       Russia
## 444  25-29                  Female     United States of America
## 445  45-49                    Male                       Norway
## 446  25-29                    Male     United States of America
## 447  25-29                    Male               United Kingdom
## 448  40-44                  Female     United States of America
## 449  25-29                    Male                      Germany
## 450  22-24                    Male                      Germany
## 451  40-44                  Female     United States of America
## 452  25-29                    Male                        India
## 453  50-54                    Male                       France
## 454  25-29                    Male                       Brazil
## 455  35-39                    Male     United States of America
## 456  22-24                    Male                       Mexico
## 457  40-44                    Male     United States of America
## 458  45-49                    Male     United States of America
## 459  18-21                  Female                       Turkey
## 460  30-34                    Male     United States of America
## 461  35-39                    Male                        Other
## 462  22-24                    Male                     Colombia
## 463  30-34                    Male     United States of America
## 464  18-21                    Male                        India
## 465  35-39                    Male                        Italy
## 466  30-34                  Female               United Kingdom
## 467  35-39                    Male                       Canada
## 468  45-49                  Female                        Italy
## 469  50-54                    Male               United Kingdom
## 470  25-29                    Male               United Kingdom
## 471  18-21                    Male                        India
## 472  40-44                    Male               United Kingdom
## 473  30-34                    Male                      Germany
## 474  25-29                    Male                        India
## 475  55-59       Prefer not to say                        Other
## 476  30-34                    Male     United States of America
## 477  25-29                    Male                      Germany
## 478  40-44                    Male     United States of America
## 479  50-54                    Male     United States of America
## 480  18-21                  Female                        India
## 481  40-44                    Male                        India
## 482  35-39                  Female                       Sweden
## 483  25-29                    Male     United States of America
## 484  25-29                    Male     United States of America
## 485  30-34                  Female                       Brazil
## 486  22-24                    Male                       Canada
## 487  30-34                    Male                 South Africa
## 488  30-34                    Male     United States of America
## 489  22-24                    Male                  New Zealand
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## 491  30-34                    Male                       Canada
## 492  30-34                    Male     United States of America
## 493  30-34                    Male                        India
## 494  40-44                    Male                       Canada
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## 496  30-34                    Male     United States of America
## 497  40-44                    Male                        Italy
## 498  40-44                    Male                       Poland
## 499  30-34                    Male                       Poland
## 500  25-29                    Male                        India
## 501  18-21                    Male                        India
## 502  25-29                  Female                        India
## 503  40-44                    Male     United States of America
## 504  25-29                    Male                        Spain
## 505  22-24                    Male                        India
## 506  25-29                  Female                 South Africa
## 507  18-21                    Male                        India
## 508  30-34                    Male                      Ireland
## 509  25-29                    Male     United States of America
## 510  22-24                  Female Iran, Islamic Republic of...
## 511  25-29                    Male                       Brazil
## 512  25-29                    Male                   Bangladesh
## 513  22-24                    Male                        India
## 514  22-24                    Male                        India
## 515  30-34                    Male     United States of America
## 516  50-54                    Male     United States of America
## 517  18-21                    Male                        India
## 518  22-24                    Male                        India
## 519  35-39                  Female                       Canada
## 520  40-44                    Male                  Switzerland
## 521  22-24                    Male Iran, Islamic Republic of...
## 522  35-39                  Female     United States of America
## 523  35-39                    Male                       Canada
## 524  25-29                    Male                        Spain
## 525  55-59                    Male                        Spain
## 526  40-44                    Male                        Other
## 527  30-34                    Male     United States of America
## 528  18-21                    Male                      Ukraine
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## 532  55-59                    Male     United States of America
## 533  45-49                    Male                        India
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## 536  25-29                    Male     United States of America
## 537  22-24                    Male                   Bangladesh
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## 539  35-39                    Male                    Singapore
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## 541  22-24                    Male                   Bangladesh
## 542  25-29                    Male               United Kingdom
## 543  30-34                    Male                       Brazil
## 544  35-39                    Male     United States of America
## 545  22-24                  Female                      Morocco
## 546  25-29                    Male                       Russia
## 547  22-24                    Male                       Turkey
## 548  18-21                    Male                        India
## 549  22-24                  Female                     Portugal
## 550  25-29                    Male     United States of America
## 551  30-34                  Female                        Egypt
## 552  25-29                    Male                  Netherlands
## 553  35-39                    Male     United States of America
## 554  30-34                    Male                  Switzerland
## 555  40-44                    Male                        Other
## 556  25-29                  Female                        India
## 557  22-24                    Male                        India
## 558  18-21                    Male     United States of America
## 559  30-34                    Male                       Brazil
## 560  55-59                  Female     United States of America
## 561  40-44                    Male                        Other
## 562  25-29                    Male                        India
## 563  30-34                    Male                       France
## 564  18-21                    Male                        India
## 565  35-39                    Male                    Singapore
## 566  22-24                    Male                        India
## 567  30-34                  Female     United States of America
## 568  30-34                    Male                       Russia
## 569  25-29                    Male                     Viet Nam
## 570  25-29                    Male                       Brazil
## 571  22-24                  Female                        India
## 572  35-39                    Male                        India
## 573  30-34                    Male                         Peru
## 574  40-44                  Female                 South Africa
## 575  22-24                  Female                       Canada
## 576  55-59                  Female     United States of America
## 577  30-34                  Female     United States of America
## 578  35-39                    Male                        India
## 579  35-39                    Male                        India
## 580  18-21                    Male                        India
## 581  18-21                    Male                        Kenya
## 582  22-24                  Female                     Pakistan
## 583  45-49                    Male                       Turkey
## 584  35-39                    Male                        Other
## 585  22-24                    Male                        India
## 586  25-29                    Male                        Other
## 587  45-49                    Male     United States of America
## 588  35-39                    Male                      Germany
## 589  18-21                    Male     United States of America
## 590  30-34                    Male     United States of America
## 591  22-24                    Male     United States of America
## 592  50-54                    Male                       Taiwan
## 593  22-24                  Female                     Pakistan
## 594  25-29                    Male                        Italy
## 595  45-49                    Male                       Brazil
## 596  18-21                    Male                        India
## 597  22-24                    Male                      Denmark
## 598  18-21                  Female                        India
## 599  18-21                    Male                        Egypt
## 600  18-21                    Male                        India
## 601  55-59                    Male                  Netherlands
## 602  35-39                    Male                        Chile
## 603  25-29                    Male                     Pakistan
## 604  22-24                    Male                        India
## 605  18-21                    Male     United States of America
## 606  30-34                    Male                    Singapore
## 607  35-39                  Female Iran, Islamic Republic of...
## 608  35-39                    Male                       Russia
## 609  18-21                    Male                        India
## 610  22-24                    Male                       Taiwan
## 611  35-39                    Male                       Poland
## 612  40-44                    Male                       Canada
## 613  18-21                    Male                        India
## 614  35-39                    Male                        India
## 615  25-29                  Female                        Japan
## 616  30-34                    Male                       Brazil
## 617  30-34                    Male                     Pakistan
## 618  40-44                    Male                        Other
## 619  35-39                    Male                        Other
## 620  35-39                    Male                        India
## 621  30-34                  Female                        Italy
## 622  18-21                    Male                        India
## 623  25-29                  Female                        India
## 624  18-21                    Male                       Russia
## 625  45-49       Prefer not to say                        Italy
## 626  25-29                  Female                        Other
## 627  25-29                    Male                        India
## 628  22-24                  Female                        India
## 629  22-24                    Male     United States of America
## 630  35-39                    Male                       Brazil
## 631  18-21                    Male     United States of America
## 632  18-21                  Female                       Mexico
## 633  30-34                    Male                 South Africa
## 634  60-69                    Male     United States of America
## 635  25-29                    Male                       Russia
## 636  25-29                  Female                       Brazil
## 637  60-69                    Male                       Mexico
## 638  60-69                    Male                       Mexico
## 639  22-24                  Female                  Switzerland
## 640  18-21                    Male                        India
## 641  35-39                  Female     United States of America
## 642  25-29                    Male                      Nigeria
## 643  30-34                    Male     United States of America
## 644  40-44                    Male     United States of America
## 645  35-39                    Male                      Germany
## 646  35-39                    Male                        India
## 647  25-29                    Male                        Spain
## 648  30-34                    Male                        Japan
## 649  35-39                    Male               United Kingdom
## 650  30-34                    Male                  Switzerland
## 651  18-21                    Male                        India
## 652  18-21                    Male                        India
## 653  50-54                    Male               United Kingdom
## 654  25-29                    Male                       Brazil
## 655  30-34                    Male                       Russia
## 656  25-29                    Male                    Argentina
## 657  35-39                    Male                    Argentina
## 658  30-34                    Male                        India
## 659  18-21                    Male                  Switzerland
## 660  22-24                    Male                       Poland
## 661  25-29                    Male                       Brazil
## 662  22-24                    Male                       Taiwan
## 663  45-49                    Male     United States of America
## 664  30-34                  Female                        India
## 665  25-29                    Male     United States of America
## 666  35-39                    Male                        Other
## 667  25-29                    Male                        India
## 668  50-54                    Male                        India
## 669  22-24                    Male                       Canada
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## 671  35-39                  Female                       Brazil
## 672  22-24                  Female                        India
## 673  35-39                    Male     United States of America
## 674  35-39                    Male                      Germany
## 675  30-34                    Male     United States of America
## 676  25-29                    Male                        India
## 677  25-29                  Female                      Ukraine
## 678  18-21                    Male                        India
## 679  35-39                    Male                        India
## 680  40-44                    Male                     Colombia
## 681  35-39                    Male                        Italy
## 682  40-44                    Male                       Brazil
## 683  30-34                    Male                       Russia
## 684  60-69                    Male     United States of America
## 685  22-24                  Female                        Other
## 686  18-21                    Male                        India
## 687  22-24                    Male     United States of America
## 688  18-21                    Male                        India
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## 691  40-44                    Male                       Brazil
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## 693  30-34                    Male                        India
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## 695  25-29                    Male                       Brazil
## 696  18-21                    Male                        India
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## 698  22-24                    Male                    Argentina
## 699  25-29                  Female     United States of America
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## 703  22-24                    Male                        India
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## 708  35-39                    Male                       France
## 709  18-21                    Male                        India
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## 712  40-44                    Male                      Germany
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## 714  22-24                    Male                      Morocco
## 715  22-24                    Male                        India
## 716  40-44                  Female     United States of America
## 717  25-29                    Male                        India
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## 719    70+                    Male                        Other
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## 721  22-24                    Male                        India
## 722  18-21                    Male                        India
## 723  40-44                    Male                        India
## 724  50-54                    Male                        Spain
## 725  45-49                    Male                       Turkey
## 726  22-24                    Male                     Portugal
## 727  45-49                    Male     United States of America
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## 730  22-24                    Male                      Nigeria
## 731  30-34                  Female     United States of America
## 732  18-21                    Male                        India
## 733  22-24                    Male                        India
## 734  30-34                    Male                      Ukraine
## 735  22-24                    Male                        India
## 736  22-24                  Female                        India
## 737  35-39                  Female     United States of America
## 738  18-21                    Male     United States of America
## 739  22-24                    Male                        India
## 740  35-39                    Male                        India
## 741  22-24                  Female                       Russia
## 742  22-24                  Female                        India
## 743  40-44                  Female     United States of America
## 744  22-24                    Male                       Russia
## 745  25-29                    Male                        India
## 746  30-34                  Female     United States of America
## 747  25-29                    Male                  South Korea
## 748  25-29                    Male                      Germany
## 749  22-24                  Female                        India
## 750  22-24                    Male                       Brazil
## 751  50-54                    Male     United States of America
## 752  18-21                    Male                        India
## 753  30-34                    Male                      Morocco
## 754  25-29                  Female               United Kingdom
## 755  35-39                    Male     United States of America
## 756  40-44                    Male                    Argentina
## 757  35-39                  Female                       Greece
## 758  40-44                    Male                        Other
## 759  30-34                    Male                     Colombia
## 760  30-34                  Female                       Canada
## 761  35-39                    Male                        India
## 762  35-39                    Male     United States of America
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## 765  30-34                  Female     United States of America
## 766  25-29                    Male                        India
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## 769  25-29                    Male                        India
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## 771  45-49                    Male                    Argentina
## 772  25-29                    Male                        India
## 773  22-24                    Male                     Pakistan
## 774  25-29                    Male                        India
## 775  22-24                    Male                       Taiwan
## 776  18-21                  Female                        India
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## 778  22-24                    Male                       Russia
## 779  25-29                    Male               United Kingdom
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## 783  22-24                    Male                       Russia
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## 785  18-21                    Male                        India
## 786  22-24                    Male                        India
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## 791  22-24                  Female                        India
## 792  40-44                  Female     United States of America
## 793  30-34                  Female               United Kingdom
## 794  25-29                    Male     United States of America
## 795  45-49                    Male                        China
## 796  40-44                    Male                      Belarus
## 797  25-29                    Male                       Russia
## 798  60-69                    Male                  Switzerland
## 799  30-34                    Male                        Other
## 800  25-29                    Male                       Russia
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## 802  50-54                    Male                        Other
## 803  50-54                  Female     United States of America
## 804  40-44                    Male     United States of America
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## 806  25-29                    Male                    Argentina
## 807  30-34                  Female     United States of America
## 808  25-29                    Male                        India
## 809  25-29                    Male                        India
## 810  25-29                    Male                        Japan
## 811  18-21                    Male                         Peru
## 812  22-24                    Male                        Other
## 813  22-24                    Male                        India
## 814  22-24                    Male     United States of America
## 815  30-34                    Male                       Brazil
## 816  18-21                  Female                        India
## 817  25-29                    Male                        India
## 818  55-59                    Male     United States of America
## 819  22-24                    Male               United Kingdom
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## 821  18-21                    Male                        India
## 822  45-49                    Male                        India
## 823  40-44                    Male                        Spain
## 824  25-29                    Male     United States of America
## 825  50-54                    Male                       Canada
## 826  30-34                    Male     United States of America
## 827  55-59                    Male                     Colombia
## 828  25-29                    Male                       Canada
## 829  30-34                    Male                       Canada
## 830  35-39                    Male                       Israel
## 831  25-29                    Male                       Mexico
## 832  35-39                    Male     United States of America
## 833  30-34                    Male                    Indonesia
## 834  35-39                    Male                     Viet Nam
## 835  22-24                  Female                        Other
## 836  25-29                    Male                     Pakistan
## 837  18-21                    Male                       Taiwan
## 838  25-29                    Male                       Brazil
## 839  55-59                    Male                       Brazil
## 840  55-59                    Male     United States of America
## 841  25-29                    Male                        Chile
## 842  18-21                    Male                     Viet Nam
## 843  22-24                  Female                        India
## 844  30-34                    Male               United Kingdom
## 845  25-29                    Male                      Belgium
## 846  30-34                  Female                        India
## 847  30-34                    Male                        India
## 848  40-44                    Male     United States of America
## 849  45-49                  Female     United States of America
## 850  25-29                    Male               United Kingdom
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## 852  25-29                    Male                        Other
## 853  35-39                    Male     United States of America
## 854  55-59                    Male                       Canada
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## 856  18-21                  Female                        India
## 857  50-54                    Male                    Australia
## 858  35-39                    Male                        Chile
## 859  18-21                    Male                        India
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## 861  22-24                  Female                        Other
## 862  18-21                  Female                        India
## 863  22-24                    Male                        India
## 864  25-29                    Male                        Chile
## 865  30-34                    Male                       Russia
## 866  30-34                    Male                        China
## 867  22-24                  Female                     Thailand
## 868  22-24                    Male                        India
## 869  22-24                    Male                        India
## 870  25-29                    Male     United States of America
## 871  30-34                    Male                        Other
## 872  35-39                    Male                       Poland
## 873  35-39                    Male                       Russia
## 874  22-24                    Male                        Other
## 875  30-34                    Male     United States of America
## 876  25-29                  Female                       Brazil
## 877  25-29                  Female               United Kingdom
## 878  35-39                    Male                        Other
## 879  25-29                    Male                        India
## 880  50-54                    Male                       Brazil
## 881  22-24                    Male                        India
## 882  25-29                    Male                        India
## 883  30-34                    Male                       Canada
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## 885  25-29                    Male                   Bangladesh
## 886  45-49                    Male     United States of America
## 887  22-24                    Male                      Germany
## 888  22-24                    Male                        India
## 889  18-21                    Male                        India
## 890  25-29                    Male                       Turkey
## 891  40-44                    Male     United States of America
## 892  30-34                    Male                      Belarus
## 893  30-34                    Male                       Brazil
## 894  30-34                    Male                       Brazil
## 895  40-44                    Male                      Belgium
## 896  18-21                    Male                        India
## 897  22-24                    Male     United States of America
## 898  22-24                  Female                       Turkey
## 899  18-21                    Male                        India
## 900  45-49                    Male                       Russia
## 901  25-29                    Male                     Pakistan
## 902  25-29                  Female                      Belgium
## 903  25-29                    Male     United States of America
## 904  25-29                    Male                        India
## 905  30-34                    Male                       Mexico
## 906  40-44                    Male     United States of America
## 907  22-24                    Male                        India
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## 909  18-21                    Male                        India
## 910  35-39                    Male     United States of America
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## 912  25-29                    Male                        Italy
## 913  18-21                    Male                        India
## 914  25-29                    Male                       Brazil
## 915  22-24                  Female                      Ukraine
## 916  30-34                    Male     United States of America
## 917  30-34                  Female     United States of America
## 918  25-29                    Male                        India
## 919  22-24                    Male     United States of America
## 920  25-29                    Male                        India
## 921  22-24                    Male                  South Korea
## 922  18-21                  Female                        India
## 923  22-24                  Female                        India
## 924  22-24                    Male                        Other
## 925  22-24                    Male                    Indonesia
## 926  55-59                  Female                       Brazil
## 927  25-29                    Male     United States of America
## 928  30-34                  Female                     Colombia
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## 930  45-49                    Male                      Ukraine
## 931  18-21                    Male                        India
## 932  45-49                  Female     United States of America
## 933  18-21                    Male                        India
## 934  22-24                  Female                        India
## 935  35-39                    Male                       Turkey
## 936  22-24                    Male     United States of America
## 937  40-44                  Female                       Poland
## 938  45-49                    Male                      Algeria
## 939  18-21                    Male                        India
## 940  50-54                    Male                  New Zealand
## 941  30-34                    Male                  Netherlands
## 942  40-44       Prefer not to say                        India
## 943  35-39                    Male     United States of America
## 944  35-39                  Female     United States of America
## 945  22-24                  Female     United States of America
## 946  35-39                    Male                       Mexico
## 947  18-21                    Male                        India
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## 949  22-24                    Male                        India
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## 952  18-21                    Male                        India
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## 955  40-44                    Male                        India
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## 958  35-39                    Male     United States of America
## 959  22-24                    Male     United States of America
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## 961  25-29                    Male                      Ukraine
## 962  50-54       Prefer not to say                        Other
## 963  18-21                    Male                        India
## 964  25-29                  Female                        India
## 965  30-34                  Female                       Greece
## 966  50-54                    Male     United States of America
## 967  25-29                    Male                        Other
## 968  18-21                    Male                        India
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## 970  30-34                    Male                      Romania
## 971  22-24                  Female                        India
## 972  60-69                    Male     United States of America
## 973  40-44                    Male     United States of America
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## 976  22-24                    Male                        India
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## 981  22-24                    Male                        India
## 982  50-54                    Male     United States of America
## 983  22-24                  Female     United States of America
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## 986  25-29                    Male                   Bangladesh
## 987  25-29                    Male                      Germany
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## 989  25-29                    Male                       Brazil
## 990  40-44                    Male                     Colombia
## 991  60-69                  Female                  Switzerland
## 992  50-54                    Male     United States of America
## 993  25-29                    Male                       Brazil
## 994  25-29                    Male     United States of America
## 995  30-34                    Male                       Turkey
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## 997  40-44                    Male                      Nigeria
## 998  22-24                    Male                        India
## 999  25-29                    Male                       Poland
## 1000 18-21                    Male                        India
## 1001 30-34                    Male                        Spain
## 1002 25-29                    Male     United States of America
## 1003 18-21                    Male                      Ukraine
## 1004 50-54                  Female                      Tunisia
## 1005 22-24                    Male                      Romania
## 1006 30-34                    Male                      Hungary
## 1007 25-29                    Male                     Pakistan
## 1008 30-34                    Male                        Spain
## 1009 25-29                    Male     United States of America
## 1010 22-24                  Female                     Pakistan
## 1011 18-21                  Female                      Ukraine
## 1012 30-34                    Male     United States of America
## 1013 18-21                    Male     United States of America
## 1014 60-69                    Male     United States of America
## 1015 55-59       Prefer not to say     United States of America
## 1016 18-21                    Male     United States of America
## 1017 25-29                    Male               United Kingdom
## 1018 25-29                    Male                       Turkey
## 1019 40-44                  Female     United States of America
## 1020 30-34                    Male                        Other
## 1021 30-34                  Female                       Canada
## 1022 35-39                    Male                      Germany
## 1023 25-29                    Male                        India
## 1024 22-24                    Male                       Russia
## 1025 35-39                    Male                      Nigeria
## 1026 22-24                    Male                        Japan
## 1027 25-29                  Female                      Germany
## 1028 55-59                    Male     United States of America
## 1029 35-39                    Male     United States of America
## 1030 25-29                  Female                        Egypt
## 1031 35-39                    Male                        India
## 1032 18-21                    Male                      Ireland
## 1033 30-34                    Male                       Russia
## 1034 22-24                    Male     United States of America
## 1035 35-39                    Male     United States of America
## 1036 25-29                    Male     United States of America
## 1037 35-39                    Male                        India
## 1038 25-29                    Male                        India
## 1039 30-34                    Male                      Germany
## 1040 22-24                    Male                       Canada
## 1041 50-54                    Male                      Germany
## 1042 35-39                    Male                     Colombia
## 1043 35-39                  Female                       Brazil
## 1044 50-54                    Male     United States of America
## 1045 35-39                    Male                       Canada
## 1046 30-34                  Female                      Nigeria
## 1047 30-34                    Male                        India
## 1048 40-44                    Male     United States of America
## 1049 18-21                  Female                        India
## 1050 22-24                    Male                        India
## 1051 30-34                    Male                  Switzerland
## 1052 30-34                    Male                       Brazil
## 1053 18-21                    Male                        India
## 1054 25-29                    Male     United States of America
## 1055 25-29                    Male                        India
## 1056 25-29                    Male                     Pakistan
## 1057 25-29                  Female                       Russia
## 1058 25-29                    Male     United States of America
## 1059 50-54                    Male     United States of America
## 1060 25-29                    Male                        India
## 1061 30-34                  Female                        Spain
## 1062 30-34                    Male                  Netherlands
## 1063 22-24                    Male                        India
## 1064 22-24                    Male                        India
## 1065 30-34                    Male                      Nigeria
## 1066 45-49                    Male                 South Africa
## 1067 25-29                    Male     United States of America
## 1068 25-29                  Female                        Other
## 1069 35-39                    Male                      Germany
## 1070 40-44                    Male                       Israel
## 1071 35-39                    Male                  Netherlands
## 1072 30-34                    Male     United States of America
## 1073 25-29                  Female                      Germany
## 1074 35-39                    Male                        India
## 1075 18-21                    Male                    Indonesia
## 1076 18-21                    Male                        India
## 1077 30-34                  Female     United States of America
## 1078 25-29                    Male                        India
## 1079 22-24                  Female                       Poland
## 1080 40-44                    Male                       Canada
## 1081 30-34                    Male                        Other
## 1082 25-29                    Male                    Argentina
## 1083 30-34                    Male                  New Zealand
## 1084 25-29                  Female                       Brazil
## 1085 30-34                  Female                        India
## 1086 22-24                    Male                       Canada
## 1087 22-24                  Female                       Russia
## 1088 18-21                  Female     United States of America
## 1089 18-21                    Male                       Russia
## 1090 22-24                    Male                       Taiwan
## 1091 25-29                    Male                     Pakistan
## 1092 18-21       Prefer not to say                        India
## 1093 55-59                    Male                       Norway
## 1094 22-24                    Male                        India
## 1095 25-29                    Male                        India
## 1096 45-49                    Male                      Morocco
## 1097 35-39                    Male                       Russia
## 1098 30-34                    Male     United States of America
## 1099 18-21                  Female     United States of America
## 1100 22-24                    Male                       Russia
## 1101 35-39                  Female     United States of America
## 1102 40-44                    Male                       Russia
## 1103 30-34                    Male     United States of America
## 1104 40-44                    Male                      Germany
## 1105 18-21                    Male                       Russia
## 1106 30-34                  Female                        Spain
## 1107 30-34                    Male                      Germany
## 1108 25-29                  Female     United States of America
## 1109 25-29                    Male                  Netherlands
## 1110 25-29                    Male                        India
## 1111 40-44                    Male                        Other
## 1112 22-24                    Male                       Russia
## 1113 18-21                    Male                        India
## 1114 18-21                    Male                       Brazil
## 1115 25-29                    Male Iran, Islamic Republic of...
## 1116 18-21                    Male                        India
## 1117 30-34       Prefer not to say                        Other
## 1118 40-44                    Male               United Kingdom
## 1119 22-24                    Male     United States of America
## 1120 25-29                    Male     United States of America
## 1121 30-34                    Male     United States of America
## 1122 22-24                    Male                        India
## 1123 25-29                    Male                        Other
## 1124 40-44                    Male                       Brazil
## 1125 35-39                    Male                      Ukraine
## 1126 25-29                    Male                      Morocco
## 1127 40-44                    Male               United Kingdom
## 1128 35-39                  Female     United States of America
## 1129 40-44                    Male               United Kingdom
## 1130 45-49                    Male     United States of America
## 1131 30-34                    Male     United States of America
## 1132 25-29       Prefer not to say     United States of America
## 1133 60-69                    Male                       Canada
## 1134 22-24                    Male                      Germany
## 1135 30-34                    Male     United States of America
## 1136 40-44                  Female                        India
## 1137 18-21                    Male                        India
## 1138 18-21                    Male                       Poland
## 1139 40-44                    Male                       Poland
## 1140 30-34                  Female     United States of America
## 1141 55-59                    Male                        Japan
## 1142 35-39                    Male                       Brazil
## 1143 22-24                    Male                      Germany
## 1144 55-59                    Male                       Poland
## 1145 22-24                    Male                      Nigeria
## 1146 25-29                    Male                        India
## 1147 18-21                  Female                      Hungary
## 1148 22-24                    Male                 South Africa
## 1149 60-69                    Male     United States of America
## 1150 45-49                  Female                       Israel
## 1151 22-24                    Male                  Netherlands
## 1152 25-29                    Male     United States of America
## 1153 25-29                    Male     United States of America
## 1154 30-34                    Male     United States of America
## 1155 40-44                    Male                       Russia
## 1156 25-29                    Male     United States of America
## 1157 25-29                    Male                    Australia
## 1158 25-29                    Male                        India
## 1159 25-29                    Male     United States of America
## 1160 25-29                  Female     United States of America
## 1161 22-24                    Male                        India
## 1162 18-21                    Male                        India
## 1163 25-29                    Male                       Canada
## 1164 45-49                    Male     United States of America
## 1165 18-21                    Male                        India
## 1166 25-29                    Male     United States of America
## 1167 18-21                    Male                        India
## 1168 18-21                    Male                        Egypt
## 1169   70+                    Male     United States of America
## 1170 30-34                    Male                       Canada
## 1171 50-54                    Male     United States of America
## 1172 25-29                    Male                        Italy
## 1173 18-21                    Male                        India
## 1174 18-21                    Male                        India
## 1175 45-49                    Male                    Australia
## 1176 22-24                    Male               United Kingdom
## 1177 40-44                  Female                     Colombia
## 1178 22-24                    Male                      Ukraine
## 1179 35-39                    Male                       Russia
## 1180 22-24                    Male                       Russia
## 1181 50-54                    Male                    Argentina
## 1182 35-39                  Female                      Germany
## 1183 25-29                    Male                        India
## 1184 25-29                  Female                       Turkey
## 1185 50-54                    Male                       Poland
## 1186 18-21                    Male                        India
## 1187 18-21                    Male                        Other
## 1188 18-21                    Male                        India
## 1189 18-21                    Male               United Kingdom
## 1190 40-44                    Male                  Switzerland
## 1191 22-24                    Male                      Morocco
## 1192 50-54                    Male                    Argentina
## 1193 25-29                    Male                      Germany
## 1194 18-21                  Female                       Canada
## 1195 25-29                    Male     United States of America
## 1196 18-21                    Male     United States of America
## 1197 35-39                    Male                       Brazil
## 1198 22-24                    Male                        India
## 1199 45-49                    Male                      Germany
## 1200 22-24                    Male                        India
## 1201 30-34                  Female                       Brazil
## 1202 60-69                    Male                        Italy
## 1203 25-29                    Male                        India
## 1204 40-44                    Male                       Poland
## 1205 40-44       Prefer not to say                 South Africa
## 1206 35-39                    Male     United States of America
## 1207 18-21                  Female                        India
## 1208 22-24                    Male                     Colombia
## 1209 22-24                    Male                       Brazil
## 1210 22-24                    Male                        India
## 1211 18-21                  Female                        India
## 1212 35-39                    Male                        Other
## 1213 22-24                    Male     United States of America
## 1214 25-29                    Male     United States of America
## 1215 30-34                    Male                       France
## 1216 55-59                    Male                       Russia
## 1217 50-54                    Male     United States of America
## 1218 22-24                  Female                        India
## 1219 25-29                    Male                       Brazil
## 1220 30-34                    Male     United States of America
## 1221 35-39                    Male                      Germany
## 1222 25-29                    Male                        Spain
## 1223 22-24                    Male                        India
## 1224 22-24                    Male                        Other
## 1225 45-49                    Male                       Turkey
## 1226 22-24                    Male                        India
## 1227 40-44                    Male     United States of America
## 1228 25-29                    Male                      Nigeria
## 1229 25-29                    Male                       France
## 1230 25-29                    Male                        India
## 1231 25-29                    Male                      Germany
## 1232 25-29                    Male                       Russia
## 1233 25-29                    Male     United States of America
## 1234 35-39                    Male     United States of America
## 1235 30-34                  Female                  Switzerland
## 1236 35-39                    Male                       Norway
## 1237 25-29                  Female                       Russia
## 1238 35-39                  Female     United States of America
## 1239 22-24                    Male     United States of America
## 1240 25-29                    Male                        India
## 1241 35-39                    Male                        Other
## 1242 22-24                    Male                        India
## 1243 35-39                  Female                       Brazil
## 1244 25-29                    Male     United States of America
## 1245 30-34                  Female     United States of America
## 1246 25-29                    Male                        India
## 1247 40-44                    Male                       Brazil
## 1248 22-24                    Male                      Belarus
## 1249 30-34                    Male                       Brazil
## 1250 22-24                    Male                        India
## 1251 18-21                    Male                        India
## 1252 18-21                    Male                        Italy
## 1253 35-39                    Male                        Chile
## 1254 25-29                    Male                      Ireland
## 1255 35-39                    Male                     Colombia
## 1256 60-69                    Male     United States of America
## 1257 50-54                    Male                        Other
## 1258 40-44                    Male                     Colombia
## 1259 30-34       Prefer not to say                       Brazil
## 1260 25-29                    Male                       Canada
## 1261 35-39                    Male     United States of America
## 1262 35-39                  Female                      Ukraine
## 1263 45-49                    Male                       Sweden
## 1264 35-39                    Male     United States of America
## 1265 25-29                    Male     United States of America
## 1266 30-34                  Female                       Canada
## 1267 30-34                    Male                       Russia
## 1268 40-44                    Male                  Switzerland
## 1269 18-21                  Female                        India
## 1270 22-24                    Male                        India
## 1271 30-34                    Male                      Germany
## 1272 22-24                    Male                       Brazil
## 1273 25-29                    Male                        India
## 1274 40-44                    Male                         Peru
## 1275 30-34                    Male                      Germany
## 1276 30-34                    Male                        Chile
## 1277 35-39                  Female     United States of America
## 1278 45-49                    Male                 South Africa
## 1279 25-29                    Male     United States of America
## 1280 30-34                    Male                       Mexico
## 1281 55-59                    Male                       Russia
## 1282 40-44                    Male                     Colombia
## 1283 22-24                    Male                        India
## 1284 30-34                  Female     United States of America
## 1285 22-24                  Female                        India
## 1286 40-44                    Male                        Other
## 1287 60-69                    Male                        Other
## 1288 18-21                    Male                      Ukraine
## 1289 30-34                  Female     United States of America
## 1290 30-34                    Male                        India
## 1291 35-39                    Male                        India
## 1292 60-69                    Male                      Belgium
## 1293 35-39                    Male                        Italy
## 1294 40-44                    Male                     Colombia
## 1295 25-29                  Female     United States of America
## 1296 25-29                    Male     United States of America
## 1297 40-44                    Male                  Switzerland
## 1298 30-34                    Male     United States of America
## 1299 40-44                    Male     United States of America
## 1300 45-49                    Male     United States of America
## 1301 18-21                    Male                        India
## 1302 25-29                    Male                      Nigeria
## 1303 22-24                  Female     United States of America
## 1304 40-44                  Female     United States of America
## 1305 40-44                    Male                        Spain
## 1306 18-21                  Female                        India
## 1307 35-39                    Male                       Brazil
## 1308 30-34                  Female     United States of America
## 1309 30-34                    Male     United States of America
## 1310 18-21                    Male                        India
## 1311 25-29                    Male     United States of America
## 1312 50-54                    Male               United Kingdom
## 1313 35-39                    Male                       Poland
## 1314 25-29                    Male     United States of America
## 1315 30-34                    Male               United Kingdom
## 1316 30-34                    Male     United States of America
## 1317 35-39                    Male                        Other
## 1318 45-49                    Male     United States of America
## 1319 25-29                  Female               United Kingdom
## 1320 35-39                    Male     United States of America
## 1321 30-34                    Male                       Brazil
## 1322 35-39                    Male                       Brazil
## 1323 45-49                    Male     United States of America
## 1324 35-39                    Male     United States of America
## 1325 25-29                    Male                        India
## 1326 35-39                    Male                  New Zealand
## 1327 45-49                    Male                      Morocco
## 1328 25-29                    Male                        India
## 1329 35-39                    Male               United Kingdom
## 1330 35-39                    Male                      Ireland
## 1331 40-44                    Male     United States of America
## 1332 50-54                    Male               United Kingdom
## 1333 30-34                  Female     United States of America
## 1334 35-39                    Male     United States of America
## 1335 25-29                  Female                      Nigeria
## 1336 45-49                    Male               United Kingdom
## 1337 18-21                    Male                        India
## 1338 60-69                    Male     United States of America
## 1339 30-34                    Male     United States of America
## 1340 60-69                    Male     United States of America
## 1341 35-39                    Male                       France
## 1342 30-34                    Male     United States of America
## 1343 30-34                    Male                       Canada
## 1344 30-34                    Male                        Other
## 1345 35-39                  Female     United States of America
## 1346 55-59                    Male                    Argentina
## 1347 35-39                    Male     United States of America
## 1348 35-39                    Male     United States of America
## 1349 30-34                    Male                       Russia
## 1350 18-21                    Male                        India
## 1351 22-24                    Male                       France
## 1352 18-21                  Female     United States of America
## 1353 30-34                    Male     United States of America
## 1354 30-34                    Male     United States of America
## 1355 40-44                    Male                  Netherlands
## 1356 30-34                    Male     United States of America
## 1357 30-34                    Male                        Egypt
## 1358 25-29                    Male                        India
## 1359 25-29                    Male     United States of America
## 1360 35-39                    Male                      Germany
## 1361 35-39                    Male                        Other
## 1362 25-29                    Male                     Colombia
## 1363 25-29                  Female     United States of America
## 1364 18-21                    Male                        India
## 1365 35-39                    Male               United Kingdom
## 1366 30-34                  Female                      Germany
## 1367 40-44                    Male                  Netherlands
## 1368 25-29                    Male                        India
## 1369 22-24                    Male                  Philippines
## 1370 18-21                    Male                        India
## 1371 30-34       Prefer not to say     United States of America
## 1372 55-59                    Male     United States of America
## 1373 30-34                  Female     United States of America
## 1374 45-49                    Male                      Morocco
## 1375 30-34                    Male                      Morocco
## 1376 25-29                  Female                       France
## 1377 40-44                    Male                       France
## 1378 25-29                    Male                        Italy
## 1379 22-24                    Male                       Brazil
## 1380 50-54                    Male     United States of America
## 1381 18-21                    Male                       Poland
## 1382 40-44                    Male     United States of America
## 1383 25-29                    Male                        Other
## 1384 40-44                  Female     United States of America
## 1385 55-59                    Male     United States of America
## 1386 35-39                    Male                     Pakistan
## 1387 30-34                    Male                        India
## 1388 55-59                    Male     United States of America
## 1389 18-21       Prefer not to say                        Other
## 1390 25-29                    Male                        India
## 1391 30-34                    Male     United States of America
## 1392 22-24                    Male                        India
## 1393 18-21                    Male                        India
## 1394 25-29                  Female                        India
## 1395 30-34                    Male                        Chile
## 1396 22-24                    Male                        Other
## 1397 18-21                    Male                        Other
## 1398 22-24                  Female                        India
## 1399 18-21                    Male                   Bangladesh
## 1400 22-24                  Female     United States of America
## 1401 30-34                    Male                      Belgium
## 1402 22-24                    Male                        India
## 1403 60-69                    Male                      Hungary
## 1404 25-29                    Male                       Brazil
## 1405 35-39                    Male                      Germany
## 1406 30-34                  Female                       Russia
## 1407 30-34                  Female                    Argentina
## 1408 25-29                    Male                     Portugal
## 1409 45-49                    Male                      Romania
## 1410 60-69                    Male     United States of America
## 1411 35-39                  Female                        Other
## 1412 18-21                    Male                        India
## 1413 22-24                    Male                      Nigeria
## 1414 25-29                    Male                      Ukraine
## 1415 30-34                  Female                       Turkey
## 1416 35-39                    Male                       Turkey
## 1417 30-34                    Male                    Argentina
## 1418 40-44                    Male                      Ireland
## 1419 35-39                    Male                      Germany
## 1420 35-39                    Male                       Turkey
## 1421 55-59                    Male                       France
## 1422 45-49                    Male     United States of America
## 1423 45-49                    Male                       France
## 1424 35-39                    Male                      Germany
## 1425 35-39                    Male                        Other
## 1426 22-24                    Male                        Other
## 1427 25-29                    Male                     Pakistan
## 1428 25-29                    Male                        China
## 1429 25-29                  Female                   Bangladesh
## 1430 45-49                    Male                  New Zealand
## 1431 50-54                    Male               United Kingdom
## 1432 30-34                  Female     United States of America
## 1433 30-34                    Male                       Israel
## 1434 35-39                    Male     United States of America
## 1435 18-21                  Female                      Tunisia
## 1436 60-69                    Male     United States of America
## 1437 25-29                    Male               Czech Republic
## 1438 22-24                    Male     United States of America
## 1439 22-24                    Male                        India
## 1440 30-34                    Male                       Brazil
## 1441 30-34                    Male                        Spain
## 1442 25-29                    Male     United States of America
## 1443 22-24                    Male                      Germany
## 1444 30-34                    Male                        Spain
## 1445 45-49                    Male                       Sweden
## 1446 25-29                    Male                      Nigeria
## 1447 22-24                    Male                       Russia
## 1448 40-44                    Male                        Japan
## 1449 30-34                    Male                    Argentina
## 1450 40-44                  Female     United States of America
## 1451 45-49                    Male                       Russia
## 1452 30-34                  Female                       Canada
## 1453 35-39                    Male     United States of America
## 1454 35-39                    Male                      Ireland
## 1455 35-39                    Male                       Russia
## 1456 18-21                    Male                        India
## 1457 25-29                    Male     United States of America
## 1458 40-44                    Male                       Canada
## 1459 25-29                    Male                        Other
## 1460 22-24                    Male                        India
## 1461 35-39                    Male     United States of America
## 1462 30-34                    Male     United States of America
## 1463 18-21                    Male                       Brazil
## 1464 25-29                    Male                       Russia
## 1465 35-39                    Male     United States of America
## 1466 40-44                    Male                       Brazil
## 1467 22-24       Prefer not to say     United States of America
## 1468 60-69                    Male                    Australia
## 1469 25-29                  Female               United Kingdom
## 1470 40-44                    Male     United States of America
## 1471 40-44                    Male     United States of America
## 1472 40-44                    Male               United Kingdom
## 1473 22-24                    Male                        India
## 1474 25-29                    Male     United States of America
## 1475 30-34                    Male                       Brazil
## 1476 30-34                    Male               United Kingdom
## 1477 22-24                    Male     United States of America
## 1478 25-29                    Male                      Ukraine
## 1479 25-29                  Female     United States of America
## 1480 40-44 Prefer to self-describe     United States of America
## 1481 50-54                    Male                        Chile
## 1482 60-69                    Male                    Australia
## 1483 25-29                    Male     United States of America
## 1484 22-24                  Female                        India
## 1485 55-59                    Male     United States of America
## 1486 45-49                    Male                       Poland
## 1487 25-29                    Male                        India
## 1488 18-21                    Male     United States of America
## 1489 35-39                    Male                      Ukraine
## 1490 45-49                    Male                       Brazil
## 1491 18-21                    Male                       Russia
## 1492 30-34                    Male                        Japan
## 1493 25-29                    Male                      Germany
## 1494 18-21                    Male                       Russia
## 1495 45-49                    Male     United States of America
## 1496 22-24                    Male                        India
## 1497 25-29                    Male Iran, Islamic Republic of...
## 1498 40-44                    Male                      Ukraine
## 1499 25-29                    Male     United States of America
## 1500 22-24                    Male                       France
## 1501 18-21                  Female     United States of America
## 1502 55-59                    Male     United States of America
## 1503 35-39                  Female     United States of America
## 1504 22-24                    Male                    Argentina
## 1505 18-21                    Male                        India
## 1506 50-54                    Male                        Spain
## 1507 30-34                  Female                      Germany
## 1508 30-34                    Male     United States of America
## 1509 35-39                    Male                  New Zealand
## 1510 30-34                    Male                      Germany
## 1511 22-24                  Female                    Indonesia
## 1512 18-21                    Male     United States of America
## 1513 25-29                    Male                        India
## 1514 45-49                    Male     United States of America
## 1515 25-29                    Male                       Brazil
## 1516 25-29       Prefer not to say                        India
## 1517 30-34                  Female                  New Zealand
## 1518 30-34                    Male                       Canada
## 1519 35-39                    Male                    Australia
## 1520 25-29                    Male     United States of America
## 1521 22-24                  Female                      Tunisia
## 1522 50-54                    Male     United States of America
## 1523 25-29                  Female     United States of America
## 1524 30-34                    Male                       Turkey
## 1525 30-34                    Male                       Poland
## 1526 25-29                    Male                    Australia
## 1527 30-34                    Male     United States of America
## 1528 25-29                    Male     United States of America
## 1529 25-29                    Male                  Netherlands
## 1530 35-39                    Male                       Brazil
## 1531 40-44                    Male                        Italy
## 1532 25-29                    Male     United States of America
## 1533 45-49                  Female                    Argentina
## 1534 22-24                    Male                      Ukraine
## 1535 35-39                    Male                       France
## 1536 30-34                    Male                       Canada
## 1537 22-24                    Male                       Russia
## 1538 35-39                  Female                       Mexico
## 1539 22-24                    Male                      Morocco
## 1540 25-29                    Male                    Argentina
## 1541 25-29                    Male               Czech Republic
## 1542 35-39                    Male                       Poland
## 1543 22-24                    Male                       Mexico
## 1544 35-39                    Male                       Canada
## 1545 35-39                  Female     United States of America
## 1546 35-39                    Male                       Greece
## 1547 60-69                  Female     United States of America
## 1548 45-49                    Male     United States of America
## 1549 22-24                    Male Iran, Islamic Republic of...
## 1550 30-34                    Male                      Ukraine
## 1551 50-54                  Female     United States of America
## 1552 22-24                    Male                       Russia
## 1553 22-24                    Male                        India
## 1554 22-24                    Male                        India
## 1555 55-59                    Male                        Other
## 1556 40-44       Prefer not to say     United States of America
## 1557 40-44                    Male                    Australia
## 1558 30-34                  Female                    Australia
## 1559 45-49                    Male     United States of America
## 1560 35-39                    Male     United States of America
## 1561 35-39                    Male                  New Zealand
## 1562 45-49                    Male                        Chile
## 1563 35-39                    Male                        Italy
## 1564 35-39                    Male                        Japan
## 1565 30-34                    Male               United Kingdom
## 1566 25-29                    Male                      Ireland
## 1567 40-44                    Male                      Germany
## 1568 25-29                  Female                      Germany
## 1569 25-29                    Male                        Other
## 1570 22-24                  Female                      Ukraine
## 1571 25-29                    Male                       Brazil
## 1572 30-34                  Female                        Chile
## 1573 35-39                    Male                  South Korea
## 1574 35-39                    Male                        Egypt
## 1575 35-39                  Female                     Colombia
## 1576 25-29                    Male                       Brazil
## 1577 50-54 Prefer to self-describe                       Brazil
## 1578 18-21                  Female                        India
## 1579 25-29                    Male                       Russia
## 1580 18-21                    Male     United States of America
## 1581 45-49                    Male                  Netherlands
## 1582 40-44                    Male     United States of America
## 1583 22-24                    Male                        Spain
## 1584 30-34                    Male                      Germany
## 1585 25-29                    Male     United States of America
## 1586 25-29                    Male                      Belgium
## 1587 30-34                    Male                       Brazil
## 1588 22-24                    Male                        Italy
## 1589 25-29                    Male     United States of America
## 1590 40-44                    Male                    Australia
## 1591 25-29                    Male                        Other
## 1592   70+                    Male                       Brazil
## 1593 30-34                    Male                       Norway
## 1594 22-24                    Male                      Austria
## 1595 30-34                    Male     United States of America
## 1596 30-34                    Male                       Mexico
## 1597 40-44                    Male                      Germany
## 1598 18-21                    Male                        India
## 1599 40-44                  Female                      Germany
## 1600 35-39                  Female     United States of America
## 1601 22-24                    Male                      Tunisia
## 1602 35-39                    Male                        Japan
## 1603 25-29                    Male                      Belarus
## 1604 35-39                    Male                     Viet Nam
## 1605 50-54                    Male                       Canada
## 1606 30-34                    Male     United States of America
## 1607 35-39                    Male                       Brazil
## 1608 40-44                    Male                        Spain
## 1609 35-39                    Male                      Germany
## 1610 22-24                  Female     United States of America
## 1611 35-39                    Male     United States of America
## 1612 18-21                    Male                        India
## 1613 25-29                    Male     United States of America
## 1614 45-49                    Male     United States of America
## 1615 40-44                    Male     United States of America
## 1616 40-44                    Male                 South Africa
## 1617 18-21                    Male                        India
## 1618 30-34                    Male                       Turkey
## 1619 50-54                    Male     United States of America
## 1620 35-39                  Female                        Other
## 1621 30-34       Prefer not to say     United States of America
## 1622 60-69                    Male     United States of America
## 1623 30-34                    Male                        India
## 1624 35-39                    Male                      Romania
## 1625 50-54                  Female                      Nigeria
## 1626 55-59                    Male     United States of America
## 1627 25-29                  Female                      Germany
## 1628 35-39                  Female               United Kingdom
## 1629 40-44                    Male                      Germany
## 1630 30-34                    Male                    Australia
## 1631 35-39                    Male                     Portugal
## 1632 22-24                  Female                        Other
## 1633 25-29                    Male                      Hungary
## 1634 55-59                    Male     United States of America
## 1635 25-29                    Male     United States of America
## 1636 35-39                    Male     United States of America
## 1637 25-29                    Male                      Germany
## 1638 35-39                    Male                       Turkey
## 1639 22-24                    Male                        India
## 1640 35-39                    Male                    Australia
## 1641 22-24                    Male                        Egypt
## 1642 30-34                    Male                    Argentina
## 1643 25-29                  Female     United States of America
## 1644 35-39                    Male     United States of America
## 1645 50-54                    Male     United States of America
## 1646 35-39                    Male                    Australia
## 1647 22-24                    Male                      Romania
## 1648 25-29                    Male                      Nigeria
## 1649 25-29                    Male                       Russia
## 1650 25-29                  Female                        India
## 1651 18-21                    Male                        India
## 1652 30-34                    Male                        Other
## 1653 30-34                    Male                        Spain
## 1654 22-24                    Male                        Japan
## 1655 35-39                    Male                     Portugal
## 1656 45-49                    Male                      Morocco
## 1657 50-54                    Male                        India
## 1658 40-44                    Male                    Australia
## 1659 40-44                    Male                    Australia
## 1660 30-34                    Male     United States of America
## 1661 40-44                    Male                      Germany
## 1662 30-34                    Male               United Kingdom
## 1663 35-39                    Male                       Turkey
## 1664 50-54                    Male     United States of America
## 1665 25-29                    Male     United States of America
## 1666 25-29                    Male     United States of America
## 1667 18-21                    Male                        India
## 1668 25-29                    Male     United States of America
## 1669 45-49                    Male     United States of America
## 1670 25-29                    Male                    Australia
## 1671 25-29                    Male                        India
## 1672 18-21                  Female                        Japan
## 1673 25-29                    Male                        India
## 1674 35-39                    Male               United Kingdom
## 1675   70+                    Male     United States of America
## 1676 30-34                    Male                       Canada
## 1677 40-44                    Male     United States of America
## 1678 25-29                    Male               United Kingdom
## 1679 40-44                    Male                        Other
## 1680 35-39                    Male     United States of America
## 1681 60-69                    Male                  Netherlands
## 1682 50-54                    Male               United Kingdom
## 1683 30-34                    Male     United States of America
## 1684 35-39                  Female     United States of America
## 1685 25-29                    Male     United States of America
## 1686 25-29                    Male                      Nigeria
## 1687 30-34                    Male                       Turkey
## 1688 45-49                    Male                       Norway
## 1689 35-39                    Male                        Italy
## 1690 35-39                    Male                        Spain
## 1691 30-34                  Female                       Canada
## 1692 40-44                    Male                         Peru
## 1693 18-21                    Male     United States of America
## 1694 18-21                    Male     United States of America
## 1695 45-49                    Male                    Australia
## 1696 22-24                  Female                      Tunisia
## 1697 40-44       Prefer not to say                     Portugal
## 1698 35-39                    Male                    Australia
## 1699 35-39                    Male                      Germany
## 1700 30-34                    Male                        Other
## 1701 60-69                  Female     United States of America
## 1702 25-29                    Male                        Other
## 1703 35-39                    Male                       Canada
## 1704 35-39                    Male     United States of America
## 1705   70+                    Male     United States of America
## 1706 22-24                    Male                    Indonesia
## 1707 18-21                    Male                      Nigeria
## 1708 25-29                  Female     United States of America
## 1709 30-34 Prefer to self-describe     United States of America
## 1710 40-44                  Female                       Canada
## 1711 25-29                  Female     United States of America
## 1712 18-21                    Male                     Pakistan
## 1713 45-49                    Male     United States of America
## 1714 30-34                    Male     United States of America
## 1715 35-39                    Male                       Brazil
## 1716 40-44                    Male                        India
## 1717 30-34                    Male                       Brazil
## 1718 22-24                    Male                        Italy
## 1719 22-24                    Male                        Other
## 1720 30-34                  Female                        India
## 1721 25-29       Prefer not to say                        Spain
## 1722 18-21                    Male                        India
## 1723 40-44                    Male                      Morocco
## 1724 22-24                    Male                     Colombia
## 1725 18-21                    Male     United States of America
## 1726 30-34                    Male               United Kingdom
## 1727 60-69                    Male                       Canada
## 1728 30-34                    Male                    Australia
## 1729 18-21                    Male                        Other
## 1730 22-24                    Male                       Mexico
## 1731 35-39                  Female     United States of America
## 1732 40-44                    Male     United States of America
## 1733 45-49                    Male     United States of America
## 1734 55-59                    Male                        Italy
## 1735 25-29                    Male                         Peru
## 1736 40-44                    Male                        Other
## 1737 35-39                    Male                        Japan
## 1738 40-44                    Male                       Canada
## 1739 40-44                    Male     United States of America
## 1740 45-49                    Male                        Spain
## 1741 18-21                    Male Iran, Islamic Republic of...
## 1742 35-39                    Male                      Germany
## 1743 22-24                    Male     United States of America
## 1744 30-34                    Male     United States of America
## 1745 40-44                    Male                      Germany
## 1746 35-39                    Male                       Norway
## 1747 22-24                    Male     United States of America
## 1748 50-54                    Male     United States of America
## 1749 30-34                  Female     United States of America
## 1750 25-29                    Male                      Austria
## 1751 50-54                    Male               Czech Republic
## 1752 25-29                  Female     United States of America
## 1753 25-29                    Male                        Egypt
## 1754 30-34                  Female                       France
## 1755 22-24                    Male                        Italy
## 1756 22-24                  Female                      Germany
## 1757 55-59                    Male     United States of America
## 1758 40-44                  Female     United States of America
## 1759 25-29                    Male                        India
## 1760   70+                    Male                       Canada
## 1761 35-39                    Male                     Colombia
## 1762 22-24                    Male     United States of America
## 1763 25-29                    Male                        India
## 1764 25-29                    Male                        India
## 1765 45-49                    Male     United States of America
## 1766 30-34                    Male                       Canada
## 1767 18-21                  Female     United States of America
## 1768 35-39                    Male     United States of America
## 1769 40-44                    Male                      Belgium
## 1770 35-39                    Male                        Other
## 1771 30-34                    Male                       Mexico
## 1772 25-29                    Male                        India
## 1773 22-24                    Male                     Portugal
## 1774 22-24                    Male                        Other
## 1775 35-39                    Male                       Canada
## 1776 22-24                    Male                       Israel
## 1777 40-44                  Female                       Canada
## 1778 30-34                    Male                       Canada
## 1779 30-34                    Male                      Morocco
## 1780 35-39                    Male                       Canada
## 1781 22-24                  Female                        India
## 1782 35-39                    Male                        Other
## 1783 22-24                    Male     United States of America
## 1784 50-54                    Male                       Brazil
## 1785 30-34                    Male                       Norway
## 1786 25-29                  Female                       Turkey
## 1787 25-29                    Male                        Japan
## 1788 55-59                    Male                        Other
## 1789 18-21                    Male                        Other
## 1790 25-29                    Male                       Brazil
## 1791 30-34                    Male                       Sweden
## 1792 22-24                    Male                        India
## 1793 25-29                    Male     United States of America
## 1794 30-34                  Female     United States of America
## 1795 25-29                    Male     United States of America
## 1796 25-29                    Male     United States of America
## 1797 40-44                    Male                        Other
## 1798 30-34                    Male                       Canada
## 1799 35-39                    Male                    Australia
## 1800 18-21                    Male                        India
## 1801 30-34                    Male                       Turkey
## 1802 25-29                  Female                       France
## 1803 30-34                    Male     United States of America
## 1804 18-21                    Male                        India
## 1805 30-34                    Male               United Kingdom
## 1806 35-39                    Male     United States of America
## 1807 50-54                  Female                       Brazil
## 1808 25-29                    Male     United States of America
## 1809 35-39                  Female                     Pakistan
## 1810 40-44                    Male                      Romania
## 1811 40-44                    Male                     Portugal
## 1812 22-24                    Male     United States of America
## 1813 40-44                    Male     United States of America
## 1814 60-69                    Male                       Brazil
## 1815   70+                    Male                       Canada
## 1816 25-29                    Male                    Australia
## 1817 35-39                    Male                        Other
## 1818 60-69                    Male     United States of America
## 1819 45-49                    Male     United States of America
## 1820 35-39                    Male     United States of America
## 1821 18-21                    Male     United States of America
## 1822 35-39                    Male                      Algeria
## 1823 30-34                    Male                    Australia
## 1824 25-29                    Male                       Sweden
## 1825 30-34                    Male     United States of America
## 1826 40-44                    Male                       France
## 1827 30-34                    Male                      Ukraine
## 1828 30-34                    Male                    Argentina
## 1829 35-39                    Male                        Japan
## 1830 30-34                    Male     United States of America
## 1831 55-59                    Male                    Australia
## 1832 50-54                    Male     United States of America
## 1833 22-24                    Male                        India
## 1834 22-24                    Male     United States of America
## 1835 30-34                    Male     United States of America
## 1836 18-21                    Male                        India
## 1837 22-24                    Male                       Canada
## 1838 60-69                    Male                  Netherlands
## 1839 50-54                    Male                        Spain
## 1840 35-39                    Male                        Other
## 1841 22-24                    Male               United Kingdom
## 1842 60-69                    Male                        Other
## 1843 22-24                    Male     United States of America
## 1844 22-24                    Male Iran, Islamic Republic of...
## 1845 35-39                  Female     United States of America
## 1846 18-21                    Male                        India
## 1847   70+                    Male     United States of America
## 1848 30-34                    Male                        Spain
## 1849 30-34                    Male     United States of America
## 1850 40-44                    Male                       Taiwan
## 1851 18-21                    Male                      Nigeria
## 1852 25-29                    Male                       Russia
## 1853 25-29                  Female     United States of America
## 1854 25-29                    Male     United States of America
## 1855 55-59                    Male     United States of America
## 1856 30-34                    Male                     Malaysia
## 1857 50-54                    Male     United States of America
## 1858   70+                    Male     United States of America
## 1859 25-29                  Female                        Spain
## 1860 22-24                    Male                        Japan
## 1861 35-39                    Male                  Switzerland
## 1862 22-24                    Male                    Argentina
## 1863 22-24                    Male                        India
## 1864 40-44                  Female                      Algeria
## 1865 25-29                    Male     United States of America
## 1866 50-54                    Male                       Canada
## 1867 35-39                  Female                       Turkey
## 1868 40-44                    Male     United States of America
## 1869 25-29                    Male                       Brazil
## 1870 30-34                    Male                       Taiwan
## 1871 22-24                    Male                    Australia
## 1872 25-29                    Male                        Other
## 1873 22-24                    Male                       Greece
## 1874 18-21                    Male     United States of America
## 1875 60-69                    Male     United States of America
## 1876 60-69                    Male     United States of America
## 1877 45-49                    Male                        Other
## 1878 45-49                    Male                      Germany
## 1879 30-34                    Male               United Kingdom
## 1880 18-21                    Male                  Philippines
## 1881 22-24                    Male                      Nigeria
## 1882 40-44                    Male                    Australia
## 1883 25-29                    Male                        Other
## 1884 18-21                    Male                        India
## 1885 25-29                  Female     United States of America
## 1886 35-39                    Male                  New Zealand
## 1887 40-44                    Male                       Brazil
## 1888 25-29                    Male               United Kingdom
## 1889 30-34                    Male                       Turkey
## 1890 18-21                    Male                       Brazil
## 1891 40-44                    Male     United States of America
## 1892 35-39                    Male     United States of America
## 1893 25-29                    Male                       France
## 1894 30-34                    Male                       Mexico
## 1895 22-24                    Male                        Japan
## 1896 25-29                  Female     United States of America
## 1897 18-21                    Male                       Canada
## 1898 35-39                    Male     United States of America
## 1899 35-39                    Male                      Germany
## 1900 22-24                    Male                      Tunisia
## 1901 30-34                    Male                    Australia
## 1902 25-29                    Male                      Morocco
## 1903 25-29                    Male                    Australia
## 1904 45-49                    Male     United States of America
## 1905 22-24                    Male                     Colombia
## 1906 50-54                    Male                       Brazil
## 1907 40-44                    Male     United States of America
## 1908 30-34                  Female     United States of America
## 1909 18-21                    Male                       Russia
## 1910 30-34                    Male                  Netherlands
## 1911 18-21                    Male     United States of America
## 1912 30-34                  Female                       Brazil
## 1913 22-24                    Male                     Portugal
## 1914 40-44                    Male     United States of America
## 1915 45-49                    Male                         Peru
## 1916 40-44                    Male                    Singapore
## 1917 35-39                    Male     United States of America
## 1918 25-29                    Male                        Japan
## 1919 18-21                    Male                        India
## 1920 45-49                    Male     United States of America
## 1921 22-24                  Female                      Tunisia
## 1922 30-34                    Male                      Nigeria
## 1923 22-24                    Male     United States of America
## 1924 35-39                    Male                  South Korea
## 1925 50-54                    Male                    Argentina
## 1926 25-29                    Male                        India
## 1927 30-34                    Male     United States of America
## 1928 22-24                    Male                      Morocco
## 1929 25-29                    Male                        Japan
## 1930 22-24                    Male     United States of America
## 1931 22-24                    Male                     Colombia
## 1932 18-21                    Male                      Nigeria
## 1933 50-54                    Male                    Australia
## 1934 25-29                    Male                       Brazil
## 1935 30-34                    Male                    Argentina
## 1936 25-29                    Male               United Kingdom
## 1937 22-24                  Female     United States of America
## 1938 35-39                    Male                    Australia
## 1939 25-29                  Female                     Malaysia
## 1940 25-29                    Male                        Japan
## 1941 45-49                    Male                       Brazil
## 1942 30-34                    Male                        Japan
## 1943 22-24                    Male                 South Africa
## 1944 30-34                  Female                       Taiwan
## 1945 25-29                    Male     United States of America
## 1946 60-69                    Male                        Japan
## 1947 25-29                    Male     United States of America
## 1948 30-34                    Male                       Russia
## 1949 50-54                    Male                       Taiwan
## 1950 25-29                    Male                      Morocco
## 1951 25-29                    Male                       Brazil
## 1952 30-34                    Male     United States of America
## 1953 35-39                    Male Iran, Islamic Republic of...
## 1954 22-24                    Male                        Italy
## 1955 55-59                  Female     United States of America
## 1956 30-34                    Male                    Australia
## 1957 35-39                    Male                       Taiwan
## 1958 35-39                    Male                       Turkey
## 1959 45-49                    Male                       Mexico
## 1960 45-49                  Female     United States of America
## 1961 22-24                    Male                     Malaysia
## 1962 50-54                    Male     United States of America
## 1963 55-59                    Male     United States of America
## 1964 25-29                    Male                       Brazil
## 1965 40-44                    Male                       Taiwan
## 1966 30-34                    Male                        Japan
## 1967 25-29                    Male     United States of America
## 1968 45-49                    Male     United States of America
## 1969 25-29                  Female               United Kingdom
## 1970 30-34                    Male     United States of America
## 1971 25-29                    Male                      Belarus
## 1972 18-21                    Male                     Colombia
## 1973 45-49                    Male     United States of America
## 1974 35-39 Prefer to self-describe                       Canada
## 1975 25-29                    Male                        India
## 1976 35-39                    Male                      Germany
## 1977 40-44                  Female     United States of America
## 1978 40-44                    Male                    Argentina
## 1979 22-24                    Male                      Tunisia
## 1980 25-29                    Male                       Canada
## 1981 18-21                    Male                    Indonesia
## 1982 25-29                    Male                       Brazil
## 1983 25-29                    Male                        Other
## 1984 30-34                    Male                        Japan
## 1985 35-39                    Male     United States of America
## 1986 25-29                    Male                        China
## 1987 45-49                    Male                    Australia
## 1988 30-34                    Male     United States of America
## 1989 25-29                  Female               United Kingdom
## 1990 30-34                    Male     United States of America
## 1991 22-24                    Male               United Kingdom
## 1992 30-34                    Male                       Brazil
## 1993 30-34                    Male     United States of America
## 1994 25-29                    Male                      Nigeria
## 1995 22-24                    Male                       Brazil
## 1996 35-39                  Female     United States of America
## 1997 25-29                  Female                       Poland
## 1998 30-34                    Male     United States of America
## 1999 25-29                    Male                     Colombia
## 2000 22-24                    Male                       Brazil
## 2001 25-29                  Female                       Brazil
## 2002 18-21                    Male     United States of America
## 2003 25-29                    Male     United States of America
## 2004 35-39                  Female                       Canada
## 2005 25-29                    Male     United States of America
## 2006 25-29                    Male                      Algeria
## 2007 25-29                    Male                    Australia
## 2008 40-44                    Male                    Argentina
## 2009 30-34                    Male                       Brazil
## 2010 40-44                    Male               United Kingdom
## 2011 60-69                    Male     United States of America
## 2012 22-24                    Male                        Spain
## 2013 50-54                    Male     United States of America
## 2014 30-34                    Male                     Malaysia
## 2015 25-29                    Male                       Mexico
## 2016 25-29                    Male                        Japan
## 2017 30-34                  Female                        Other
## 2018 60-69                    Male     United States of America
## 2019 35-39                    Male     United States of America
## 2020 45-49                    Male                       Mexico
## 2021 25-29                    Male                         Peru
## 2022 25-29                    Male     United States of America
## 2023 22-24                  Female     United States of America
## 2024 22-24                    Male                  Philippines
## 2025 40-44                    Male                        Japan
## 2026 25-29                    Male     United States of America
## 2027 18-21                    Male Iran, Islamic Republic of...
## 2028 30-34                    Male                    Argentina
## 2029 25-29                    Male                       France
## 2030 35-39                    Male                  Switzerland
## 2031 40-44                    Male     United States of America
## 2032 18-21                    Male                        India
## 2033 40-44                    Male                    Singapore
## 2034 22-24                  Female     United States of America
## 2035 25-29                    Male     United States of America
## 2036 22-24                    Male                    Indonesia
## 2037 35-39                    Male                    Australia
## 2038 50-54                    Male                    Australia
## 2039 40-44                    Male     United States of America
## 2040 30-34                    Male                        Other
## 2041 55-59                    Male     United States of America
## 2042 22-24       Prefer not to say     United States of America
## 2043 35-39                    Male                       Brazil
## 2044 30-34                    Male                      Germany
## 2045 22-24                    Male                        India
## 2046 45-49                  Female     United States of America
## 2047 35-39                    Male                      Germany
## 2048 18-21                    Male                        Japan
## 2049 22-24                    Male                      Nigeria
## 2050 18-21                    Male     United States of America
## 2051 25-29                    Male                      Germany
## 2052 22-24                    Male               United Kingdom
## 2053 30-34                    Male                        Japan
## 2054 25-29                    Male     United States of America
## 2055 30-34                    Male                        Japan
## 2056 35-39                    Male                       Brazil
## 2057   70+                    Male     United States of America
## 2058 25-29                    Male                       Brazil
## 2059 22-24                    Male                       Mexico
## 2060 25-29                  Female                       Turkey
## 2061 45-49       Prefer not to say                     Colombia
## 2062 40-44                    Male                    Argentina
## 2063 40-44                  Female                       Canada
## 2064 40-44                  Female     United States of America
## 2065 45-49                    Male               United Kingdom
## 2066 25-29                    Male     United States of America
## 2067 30-34                    Male                    Australia
## 2068 40-44                    Male     United States of America
## 2069 30-34                    Male     United States of America
## 2070 35-39                    Male     United States of America
## 2071 60-69                    Male     United States of America
## 2072 35-39                    Male                       Mexico
## 2073 25-29                    Male               United Kingdom
## 2074 25-29                    Male                        Japan
## 2075 35-39                    Male     United States of America
## 2076 50-54                    Male                       Brazil
## 2077 45-49                  Female                       Canada
## 2078 40-44                    Male                    Australia
## 2079 30-34                  Female                        Other
## 2080 30-34                    Male                    Australia
## 2081 22-24                    Male                        Japan
## 2082 30-34                    Male                     Portugal
## 2083 35-39                    Male            Republic of Korea
## 2084 25-29                    Male                       Brazil
## 2085 45-49                    Male                     Colombia
## 2086 30-34                    Male                       Poland
## 2087 40-44                    Male                         Peru
## 2088 30-34                  Female     United States of America
## 2089 40-44                    Male                       Taiwan
## 2090 45-49                    Male     United States of America
## 2091 55-59                    Male                       Russia
## 2092 25-29                    Male                    Indonesia
## 2093 40-44                  Female                     Malaysia
## 2094 55-59       Prefer not to say                        Other
## 2095 22-24                    Male                      Ireland
## 2096 35-39                    Male                        Other
## 2097 18-21                    Male                        India
## 2098 25-29                    Male     United States of America
## 2099 35-39                    Male     United States of America
## 2100   70+                  Female                       Brazil
## 2101 45-49                    Male                        Japan
## 2102 18-21                    Male                     Colombia
## 2103 25-29                    Male     United States of America
## 2104 35-39       Prefer not to say                        Spain
## 2105 45-49                    Male           Hong Kong (S.A.R.)
## 2106 22-24                    Male                        Japan
## 2107 40-44                    Male                  South Korea
## 2108 45-49                  Female     United States of America
## 2109 40-44                    Male                       Brazil
## 2110 35-39                    Male            Republic of Korea
## 2111 25-29                    Male                        Japan
## 2112 22-24                    Male                     Pakistan
## 2113 25-29                    Male                     Malaysia
## 2114 35-39                  Female                        Chile
## 2115 35-39                    Male                        India
## 2116 22-24                    Male                  South Korea
## 2117 30-34                  Female     United States of America
## 2118 22-24                    Male                       Canada
## 2119 55-59                    Male               United Kingdom
## 2120 35-39                    Male                  Philippines
## 2121 18-21                    Male                       Turkey
## 2122 18-21                    Male                        India
## 2123 25-29                  Female                       Canada
## 2124 40-44                    Male     United States of America
## 2125 35-39                  Female                     Malaysia
## 2126 55-59                    Male     United States of America
## 2127 45-49                    Male                       Taiwan
## 2128 25-29                    Male                    Singapore
## 2129 30-34                    Male     United States of America
## 2130 22-24                    Male     United States of America
## 2131 18-21                  Female                        India
## 2132 35-39                  Female     United States of America
## 2133 30-34                    Male                        Japan
## 2134 18-21                    Male                    Indonesia
## 2135 40-44                    Male                        Japan
## 2136 30-34                    Male     United States of America
## 2137 45-49                    Male     United States of America
## 2138 35-39                    Male     United States of America
## 2139 22-24                    Male     United States of America
## 2140 40-44                    Male                        Japan
## 2141 22-24                  Female                        Japan
## 2142 18-21                    Male                        India
## 2143 35-39                    Male     United States of America
## 2144 30-34                    Male                      Nigeria
## 2145 22-24                  Female                     Malaysia
## 2146 50-54                    Male                    Indonesia
## 2147 25-29                    Male                        Japan
## 2148 30-34                    Male                        India
## 2149 60-69                    Male                        Japan
## 2150 60-69                    Male                        Chile
## 2151 30-34                    Male                        Japan
## 2152 35-39                    Male                    Australia
## 2153 30-34                    Male     United States of America
## 2154 25-29                  Female                    Indonesia
## 2155 30-34                    Male     United States of America
## 2156 22-24                    Male     United States of America
## 2157 22-24                    Male                        Japan
## 2158 35-39                    Male                        Japan
## 2159 45-49                    Male                        Japan
## 2160 35-39                    Male                     Colombia
## 2161 50-54                    Male                    Argentina
## 2162 40-44                    Male     United States of America
## 2163 30-34                    Male                       Canada
## 2164 30-34                    Male     United States of America
## 2165 45-49                    Male                  New Zealand
## 2166 22-24                    Male                  Philippines
## 2167 40-44                    Male            Republic of Korea
## 2168 18-21                    Male                        China
## 2169 40-44                    Male                        India
## 2170 25-29                    Male                    Singapore
## 2171 22-24                    Male                        China
## 2172 30-34                    Male                     Malaysia
## 2173 35-39                    Male     United States of America
## 2174 40-44                    Male                     Malaysia
## 2175 18-21                    Male                        India
## 2176 50-54                    Male                        Japan
## 2177 40-44                  Female                    Singapore
## 2178 45-49                    Male     United States of America
## 2179 25-29                    Male                      Belarus
## 2180 25-29                    Male     United States of America
## 2181 25-29                    Male                        Japan
## 2182 60-69                    Male                       Canada
## 2183 22-24                    Male     United States of America
## 2184 25-29                  Female     United States of America
## 2185 22-24                  Female     United States of America
## 2186 45-49                    Male                       Brazil
## 2187 18-21                    Male                     Viet Nam
## 2188 40-44       Prefer not to say     United States of America
## 2189 30-34                    Male               United Kingdom
## 2190 22-24                    Male                        India
## 2191 45-49                    Male     United States of America
## 2192 35-39                    Male                       Brazil
## 2193 22-24                    Male                        India
## 2194 45-49                    Male                        Spain
## 2195 30-34                  Female                        India
## 2196 30-34                    Male     United States of America
## 2197 35-39                    Male                     Malaysia
## 2198 22-24                    Male     United States of America
## 2199 30-34                  Female                       Taiwan
## 2200 25-29                    Male                       Taiwan
## 2201 40-44                  Female                        Japan
## 2202 30-34                    Male     United States of America
## 2203 40-44                    Male                        Japan
## 2204 30-34                    Male                    Argentina
## 2205 25-29                    Male                       Canada
## 2206 50-54                    Male                    Australia
## 2207 25-29                    Male               United Kingdom
## 2208 40-44                    Male                        Japan
## 2209 25-29                    Male     United States of America
## 2210 22-24                    Male                        Japan
## 2211 30-34                    Male                        Japan
## 2212 25-29                  Female     United States of America
## 2213 25-29                    Male     United States of America
## 2214 45-49                    Male                       Russia
## 2215 22-24                    Male                     Colombia
## 2216 22-24                  Female                       Canada
## 2217 60-69                    Male     United States of America
## 2218 30-34                    Male                    Singapore
## 2219 25-29                    Male                        Other
## 2220 25-29                    Male                    Argentina
## 2221 25-29                    Male                  Philippines
## 2222 30-34                  Female     United States of America
## 2223 25-29                  Female     United States of America
## 2224 40-44                    Male     United States of America
## 2225 35-39                    Male                        India
## 2226 25-29                  Female                       Canada
## 2227 30-34                    Male                       Brazil
## 2228 45-49                    Male                     Thailand
## 2229 40-44                    Male     United States of America
## 2230 35-39                    Male           Hong Kong (S.A.R.)
## 2231 40-44                    Male     United States of America
## 2232 22-24                    Male                 South Africa
## 2233 25-29                    Male                     Malaysia
## 2234 22-24                    Male     United States of America
## 2235 40-44                    Male                        Japan
## 2236 45-49                    Male                        India
## 2237 40-44                    Male                        Chile
## 2238 30-34                    Male                     Colombia
## 2239 18-21                    Male                        India
## 2240 18-21                    Male                        China
## 2241 22-24                    Male                       Brazil
## 2242 25-29       Prefer not to say                  Philippines
## 2243 35-39                    Male     United States of America
## 2244 25-29                  Female                       Mexico
## 2245 30-34                    Male                    Singapore
## 2246 45-49                    Male     United States of America
## 2247 25-29                  Female     United States of America
## 2248 22-24                  Female                 South Africa
## 2249 22-24                    Male                     Viet Nam
## 2250 25-29                    Male     United States of America
## 2251 22-24                    Male                        Other
## 2252 30-34                  Female     United States of America
## 2253 25-29                    Male                      Germany
## 2254 30-34                    Male                       Brazil
## 2255 25-29                    Male                    Argentina
## 2256 30-34                    Male     United States of America
## 2257 45-49                  Female                  South Korea
## 2258 35-39                    Male     United States of America
## 2259 30-34                    Male                       Brazil
## 2260 18-21                    Male     United States of America
## 2261 60-69                    Male                       Brazil
## 2262 30-34                    Male                    Indonesia
## 2263 25-29                    Male                       Brazil
## 2264 30-34                    Male     United States of America
## 2265 25-29                    Male                        Other
## 2266 18-21                    Male                        India
## 2267 18-21                    Male                        India
## 2268 18-21                    Male                    Singapore
## 2269 30-34                    Male                       Turkey
## 2270 30-34                    Male     United States of America
## 2271 60-69                  Female     United States of America
## 2272 18-21                    Male                        India
## 2273 18-21       Prefer not to say                        China
## 2274 40-44                    Male                       Canada
## 2275 30-34                    Male                       Brazil
## 2276 22-24                    Male                        India
## 2277 60-69                    Male                    Australia
## 2278 30-34                    Male                       Sweden
## 2279 30-34                  Female                     Colombia
## 2280 45-49                    Male                       Canada
## 2281 40-44                    Male     United States of America
## 2282 22-24                    Male                        India
## 2283 40-44                    Male                    Australia
## 2284 18-21                    Male                       Brazil
## 2285 35-39                    Male                        India
## 2286 25-29                    Male                        India
## 2287 40-44                    Male     United States of America
## 2288 50-54                  Female                    Singapore
## 2289 25-29                    Male                        Japan
## 2290 25-29                    Male                        India
## 2291 18-21                    Male                        India
## 2292 30-34                  Female     United States of America
## 2293 25-29                    Male                        India
## 2294 30-34                    Male     United States of America
## 2295 45-49                    Male                       Taiwan
## 2296 55-59                    Male     United States of America
## 2297 40-44                    Male                       Taiwan
## 2298 22-24                    Male           Hong Kong (S.A.R.)
## 2299 45-49                    Male                        China
## 2300 40-44                    Male                       Brazil
## 2301 45-49                    Male                       Taiwan
## 2302 25-29                  Female                       Canada
## 2303 25-29                    Male                       Brazil
## 2304 45-49                    Male                        Other
## 2305 25-29                    Male     United States of America
## 2306 50-54                    Male     United States of America
## 2307 25-29                    Male                        Japan
## 2308 45-49                    Male     United States of America
## 2309 25-29                    Male                       Canada
## 2310 25-29                    Male                        China
## 2311 40-44                    Male                        India
## 2312 18-21                    Male                       Taiwan
## 2313 25-29                    Male                     Viet Nam
## 2314 35-39                    Male                    Australia
## 2315 30-34                    Male     United States of America
## 2316 30-34                    Male                       Brazil
## 2317 22-24                    Male                     Viet Nam
## 2318 40-44                    Male     United States of America
## 2319 22-24                    Male                        India
## 2320 22-24                    Male                    Indonesia
## 2321 35-39                  Female                     Malaysia
## 2322 35-39                    Male                        Other
## 2323 45-49                    Male                       Taiwan
## 2324 30-34                  Female     United States of America
## 2325 40-44                    Male                        India
## 2326 45-49                    Male     United States of America
## 2327 40-44                    Male     United States of America
## 2328 45-49                    Male     United States of America
## 2329 25-29                    Male                    Singapore
## 2330 18-21                    Male                        India
## 2331 30-34                    Male                       Brazil
## 2332 25-29                  Female                        India
## 2333 30-34                    Male                     Colombia
## 2334 22-24                    Male                       Brazil
## 2335 22-24                    Male                     Portugal
## 2336 30-34                  Female     United States of America
## 2337 35-39                    Male                        China
## 2338 22-24                    Male           Hong Kong (S.A.R.)
## 2339 40-44                  Female                    Singapore
## 2340 50-54                    Male     United States of America
## 2341 30-34                    Male     United States of America
## 2342 30-34                  Female                       Taiwan
## 2343 30-34                    Male     United States of America
## 2344 18-21                  Female                        Egypt
## 2345 22-24                    Male                     Pakistan
## 2346 25-29                    Male                       Taiwan
## 2347 22-24                    Male                        India
## 2348 18-21                    Male                        India
## 2349 40-44                    Male                    Singapore
## 2350 18-21                    Male                        India
## 2351 60-69                    Male     United States of America
## 2352 30-34                    Male                        India
## 2353 30-34                    Male                        Japan
## 2354 35-39                    Male                       Mexico
## 2355 25-29                    Male                        India
## 2356 30-34                    Male                        India
## 2357 18-21                    Male                        India
## 2358 30-34                    Male                         Peru
## 2359 35-39                  Female                        China
## 2360 35-39                    Male                        India
## 2361 25-29                    Male                        China
## 2362 22-24                    Male                        India
## 2363 40-44                    Male                    Australia
## 2364 35-39                    Male                       Brazil
## 2365 22-24                    Male                        China
## 2366 35-39                    Male                       Brazil
## 2367 50-54                    Male                        Other
## 2368 18-21                    Male                        India
## 2369 40-44                    Male                        Chile
## 2370 25-29                    Male                       Brazil
## 2371 50-54                    Male     United States of America
## 2372 18-21                    Male                        India
## 2373 25-29                    Male                       Brazil
## 2374 22-24                    Male                       Brazil
## 2375 22-24                    Male                        India
## 2376 50-54                    Male     United States of America
## 2377 22-24                    Male                      Ukraine
## 2378 35-39                    Male     United States of America
## 2379 35-39                    Male     United States of America
## 2380 18-21                  Female                        China
## 2381 45-49                    Male                      Belarus
## 2382 25-29                  Female                        China
## 2383 35-39                    Male     United States of America
## 2384 45-49                    Male                    Singapore
## 2385 35-39                    Male     United States of America
## 2386 50-54                    Male     United States of America
## 2387 25-29                    Male                     Colombia
## 2388 18-21                    Male                        India
## 2389 30-34                    Male                        Chile
## 2390 25-29                  Female                        Japan
## 2391 35-39                    Male                    Australia
## 2392 55-59                    Male                       Canada
## 2393 40-44                  Female                        Chile
## 2394 25-29                    Male                        India
## 2395 40-44                    Male                    Australia
## 2396 45-49                    Male     United States of America
## 2397 18-21                    Male                        India
## 2398 45-49                    Male     United States of America
## 2399 18-21                    Male                        India
## 2400 18-21                    Male                        India
## 2401 40-44                    Male     United States of America
## 2402 22-24                    Male                        China
## 2403 25-29                    Male                        India
## 2404 25-29                    Male     United States of America
## 2405 30-34                  Female     United States of America
## 2406 50-54                    Male                       Mexico
## 2407 35-39                    Male     United States of America
## 2408 25-29                    Male                     Pakistan
## 2409 22-24                  Female                        India
## 2410 30-34                    Male     United States of America
## 2411 30-34                    Male                        Japan
## 2412 30-34                    Male                        China
## 2413 22-24                    Male                       Brazil
## 2414 30-34                    Male                       Brazil
## 2415 22-24                    Male                     Malaysia
## 2416 30-34                    Male                        India
## 2417 35-39       Prefer not to say     United States of America
## 2418 25-29                    Male                       Brazil
## 2419 25-29                  Female                    Indonesia
## 2420 30-34                  Female     United States of America
## 2421 30-34                  Female                       Canada
## 2422 18-21                  Female                        India
## 2423 25-29       Prefer not to say                       Taiwan
## 2424 30-34                    Male     United States of America
## 2425 35-39                    Male     United States of America
## 2426 22-24                    Male                        India
## 2427 35-39                    Male                        Japan
## 2428 22-24                    Male                        Japan
## 2429 55-59                    Male     United States of America
## 2430 50-54                  Female     United States of America
## 2431 30-34                    Male     United States of America
## 2432 22-24                    Male                        India
## 2433 30-34                    Male                        India
## 2434 35-39                  Female                     Malaysia
## 2435 35-39                    Male     United States of America
## 2436 25-29                    Male                        Japan
## 2437 30-34                    Male                    Indonesia
## 2438 40-44                    Male                  South Korea
## 2439 22-24       Prefer not to say                     Malaysia
## 2440 50-54                    Male                        India
## 2441 18-21                    Male                        India
## 2442 18-21                    Male                        India
## 2443 25-29                    Male     United States of America
## 2444 35-39                    Male           Hong Kong (S.A.R.)
## 2445 30-34                    Male     United States of America
## 2446 25-29                    Male                        India
## 2447 30-34                    Male                  Philippines
## 2448 30-34                    Male     United States of America
## 2449 40-44                    Male                         Peru
## 2450 35-39                    Male     United States of America
## 2451 40-44                    Male                       Brazil
## 2452 35-39                    Male     United States of America
## 2453 40-44                    Male                        India
## 2454 60-69                    Male                        India
## 2455 40-44                    Male                     Colombia
## 2456 60-69                    Male     United States of America
## 2457 25-29                    Male                      Nigeria
## 2458 30-34                  Female                    Argentina
## 2459 25-29                    Male                    Singapore
## 2460 35-39                    Male     United States of America
## 2461 30-34                    Male                        China
## 2462 40-44                  Female                       Taiwan
## 2463 25-29                    Male                     Pakistan
## 2464 35-39                    Male                       Taiwan
## 2465 35-39                    Male                    Singapore
## 2466 35-39                    Male                        Japan
## 2467 18-21                    Male                        Other
## 2468 35-39                    Male                  South Korea
## 2469 30-34                    Male           Hong Kong (S.A.R.)
## 2470 22-24                    Male                        China
## 2471 35-39                    Male                     Colombia
## 2472 22-24                    Male                        India
## 2473 30-34                    Male                     Malaysia
## 2474 40-44                    Male     United States of America
## 2475 25-29                    Male                      Morocco
## 2476 35-39                    Male                       Canada
## 2477 45-49                    Male     United States of America
## 2478 25-29                    Male                        India
## 2479 30-34                  Female                    Australia
## 2480 30-34                    Male                        Japan
## 2481 50-54                    Male                        Japan
## 2482 22-24                    Male                        India
## 2483 35-39                    Male                        India
## 2484 25-29       Prefer not to say     United States of America
## 2485 22-24                    Male                     Viet Nam
## 2486 25-29                    Male                     Thailand
## 2487 18-21                    Male                   Bangladesh
## 2488 25-29                    Male     United States of America
## 2489 25-29                    Male                       Brazil
## 2490 25-29                    Male                       Mexico
## 2491 30-34                    Male                  South Korea
## 2492 25-29                    Male                        China
## 2493 45-49                    Male                       Brazil
## 2494 25-29                    Male     United States of America
## 2495 25-29                  Female                        Other
## 2496 50-54       Prefer not to say     United States of America
## 2497 18-21                    Male                        India
## 2498 30-34                    Male     United States of America
## 2499 30-34                    Male                        China
## 2500 18-21                  Female                        India
## 2501 30-34                    Male                     Thailand
## 2502 25-29                    Male                        India
## 2503 18-21                    Male                        India
## 2504 25-29                    Male                       Brazil
## 2505 22-24                    Male                        India
## 2506 18-21                    Male                        India
## 2507 35-39                  Female                       Brazil
## 2508 30-34                    Male                        Other
## 2509 25-29                    Male     United States of America
## 2510 35-39                    Male                  New Zealand
## 2511 22-24                    Male                        India
## 2512 30-34                    Male     United States of America
## 2513 30-34                    Male                        India
## 2514 25-29                    Male                       Brazil
## 2515 18-21                    Male                        India
## 2516 22-24                    Male     United States of America
## 2517 22-24                    Male                       Taiwan
## 2518 22-24                    Male                        India
## 2519 60-69                    Male     United States of America
## 2520 35-39                  Female                        India
## 2521 25-29                    Male                        India
## 2522 25-29                    Male                        India
## 2523 22-24                    Male                        India
## 2524 25-29                    Male                        India
## 2525 22-24                  Female                       Canada
## 2526 60-69                    Male     United States of America
## 2527 30-34                    Male                        Japan
## 2528 40-44                    Male                      Nigeria
## 2529 35-39                    Male                        India
## 2530 30-34                    Male     United States of America
## 2531 35-39                    Male                        Chile
## 2532 35-39                    Male                       Taiwan
## 2533 60-69                    Male     United States of America
## 2534 30-34                    Male                        Japan
## 2535 22-24                    Male                        Egypt
## 2536 40-44                    Male                       Taiwan
## 2537 25-29                    Male                       Brazil
## 2538 18-21                    Male                        India
## 2539 18-21                    Male     United States of America
## 2540 35-39                  Female     United States of America
## 2541 30-34                  Female     United States of America
## 2542 40-44                    Male                  New Zealand
## 2543 18-21                    Male                        India
## 2544 30-34                    Male                        China
## 2545 30-34                    Male     United States of America
## 2546 40-44                    Male                        Japan
## 2547 30-34                    Male                        India
## 2548 25-29                    Male                        China
## 2549 25-29                  Female                        China
## 2550 35-39                  Female                        India
## 2551 18-21                    Male                        India
## 2552 25-29                    Male                       France
## 2553 35-39                    Male     United States of America
## 2554 30-34                    Male                        Japan
## 2555 35-39                    Male                       Brazil
## 2556 30-34                    Male     United States of America
## 2557 25-29                    Male     United States of America
## 2558 55-59                  Female     United States of America
## 2559 25-29                    Male                        Other
## 2560 30-34                    Male                        Italy
## 2561 30-34                    Male                        China
## 2562 30-34                    Male                       Russia
## 2563 25-29                    Male     United States of America
## 2564 25-29                  Female                    Australia
## 2565 22-24                    Male                        India
## 2566 45-49                    Male                       Taiwan
## 2567 22-24                    Male                        India
## 2568 25-29                    Male                        India
## 2569 30-34                    Male                        India
## 2570 50-54                    Male     United States of America
## 2571 25-29                    Male           Hong Kong (S.A.R.)
## 2572 22-24                    Male                       Taiwan
## 2573 25-29                    Male                        India
## 2574 25-29                  Female                        Japan
## 2575 30-34                    Male                    Indonesia
## 2576 30-34                    Male                     Malaysia
## 2577 40-44                  Female           Hong Kong (S.A.R.)
## 2578 18-21                    Male     United States of America
## 2579 30-34                    Male     United States of America
## 2580 30-34                    Male     United States of America
## 2581 35-39                    Male                       Brazil
## 2582 55-59                    Male     United States of America
## 2583 40-44                    Male                        India
## 2584 22-24                    Male                     Viet Nam
## 2585 35-39                    Male                       Canada
## 2586 22-24                    Male                        India
## 2587 30-34                    Male                     Viet Nam
## 2588 30-34                    Male                       Canada
## 2589 25-29                    Male                        India
## 2590 30-34                    Male                        Japan
## 2591 25-29                    Male                       Brazil
## 2592 40-44                    Male                        China
## 2593 18-21                    Male                        India
## 2594 25-29                  Female                        Other
## 2595 40-44                    Male                       Russia
## 2596 25-29                    Male                        India
## 2597 18-21                    Male                        India
## 2598 18-21                    Male                        India
## 2599 30-34                    Male                        India
## 2600 45-49                    Male                        India
## 2601 22-24                    Male                        India
## 2602 40-44                  Female                       Taiwan
## 2603 18-21       Prefer not to say                        India
## 2604 35-39                    Male                        Japan
## 2605 35-39                    Male     United States of America
## 2606 50-54                    Male     United States of America
## 2607 40-44                  Female                        India
## 2608 18-21                    Male                        India
## 2609 18-21                  Female                        India
## 2610 25-29                    Male                     Thailand
## 2611 25-29                    Male                      Nigeria
## 2612 25-29                    Male                        India
## 2613 25-29                    Male                    Singapore
## 2614 18-21                    Male                        India
## 2615 35-39                    Male                        Japan
## 2616 30-34                    Male     United States of America
## 2617 30-34                    Male     United States of America
## 2618 55-59                    Male            Republic of Korea
## 2619 25-29                    Male                       Taiwan
## 2620 50-54                    Male                    Australia
## 2621 22-24                    Male                        India
## 2622 40-44                    Male                        China
## 2623 30-34                    Male           Hong Kong (S.A.R.)
## 2624 18-21                  Female                        China
## 2625 25-29                    Male                    Australia
## 2626 30-34                    Male           Hong Kong (S.A.R.)
## 2627 55-59                    Male                       Canada
## 2628 25-29                    Male                        India
## 2629 22-24                    Male                       Taiwan
## 2630 30-34                    Male     United States of America
## 2631 22-24                  Female                        India
## 2632 25-29                    Male                        India
## 2633 22-24                    Male     United States of America
## 2634 25-29                    Male                        Other
## 2635 22-24                    Male                        India
## 2636 30-34                    Male                        India
## 2637 35-39                  Female     United States of America
## 2638 18-21                    Male                        India
## 2639 45-49                    Male                    Australia
## 2640 30-34                    Male                        Japan
## 2641 50-54                    Male                       Russia
## 2642 25-29                    Male Iran, Islamic Republic of...
## 2643 60-69                    Male     United States of America
## 2644 25-29                    Male                        India
## 2645 30-34                    Male     United States of America
## 2646 45-49                    Male     United States of America
## 2647 18-21                    Male                        India
## 2648 30-34                    Male     United States of America
## 2649 35-39                    Male                        China
## 2650 55-59                    Male     United States of America
## 2651 55-59                    Male     United States of America
## 2652 30-34                    Male     United States of America
## 2653 22-24                    Male                        China
## 2654 30-34                  Female     United States of America
## 2655 35-39                    Male                       Brazil
## 2656 30-34                    Male                        Japan
## 2657 50-54                    Male                       Canada
## 2658 18-21                    Male                        Other
## 2659 25-29                    Male     United States of America
## 2660 25-29                    Male                     Viet Nam
## 2661 18-21                    Male                        India
## 2662 25-29                    Male                       Brazil
## 2663 18-21                    Male                        China
## 2664 40-44                    Male                       Taiwan
## 2665 45-49                    Male                       Turkey
## 2666 22-24                    Male                        China
## 2667 40-44                    Male                        Other
## 2668 40-44                  Female                  South Korea
## 2669 22-24                    Male                        India
## 2670 55-59                    Male                        India
## 2671 30-34                    Male                        India
## 2672 35-39                    Male     United States of America
## 2673 18-21                    Male                        India
## 2674 30-34                    Male     United States of America
## 2675 35-39                  Female     United States of America
## 2676 18-21                    Male                        India
## 2677 22-24                    Male                       Taiwan
## 2678 30-34                  Female     United States of America
## 2679 45-49                    Male                    Argentina
## 2680 25-29                    Male                        India
## 2681 18-21                    Male                        China
## 2682 55-59                    Male     United States of America
## 2683 22-24                    Male                       Brazil
## 2684 40-44                  Female           Hong Kong (S.A.R.)
## 2685 25-29                    Male                        India
## 2686 50-54                    Male                        India
## 2687 18-21                    Male                        India
## 2688 35-39                    Male                        Other
## 2689 25-29                  Female     United States of America
## 2690 45-49                    Male                       Brazil
## 2691 22-24                  Female                    Indonesia
## 2692 25-29                    Male                       Brazil
## 2693 40-44                    Male                       Canada
## 2694 55-59                    Male                  South Korea
## 2695 22-24                    Male                       Brazil
## 2696 22-24                  Female                     Viet Nam
## 2697 30-34                    Male                  New Zealand
## 2698 25-29                    Male                       Mexico
## 2699 60-69                    Male                       Taiwan
## 2700 18-21                  Female                     Viet Nam
## 2701 18-21                    Male                        India
## 2702 22-24                    Male                     Viet Nam
## 2703 25-29                    Male                        India
## 2704 35-39                    Male                        India
## 2705 25-29                    Male                        India
## 2706 30-34                    Male     United States of America
## 2707 30-34                  Female                    Australia
## 2708 22-24                    Male                        China
## 2709 30-34                    Male                        India
## 2710 35-39                    Male                        Other
## 2711 30-34                    Male                     Colombia
## 2712 25-29                    Male                     Colombia
## 2713 30-34                    Male     United States of America
## 2714 35-39                    Male                    Singapore
## 2715 30-34                    Male                        India
## 2716 18-21                    Male                        India
## 2717 18-21                    Male                        India
## 2718 25-29                    Male     United States of America
## 2719 35-39                    Male                        China
## 2720 22-24                    Male                        India
## 2721 45-49                    Male     United States of America
## 2722 40-44                    Male                        China
## 2723 45-49                    Male                     Colombia
## 2724 25-29                  Female                        India
## 2725 50-54                    Male                         Peru
## 2726 30-34                    Male                     Viet Nam
## 2727 25-29                    Male                        India
## 2728 30-34                    Male                  Philippines
## 2729 22-24                  Female                        Other
## 2730 18-21                  Female                        India
## 2731 35-39                    Male                        China
## 2732 40-44                    Male                     Thailand
## 2733 22-24                    Male                     Viet Nam
## 2734 22-24                    Male                        India
## 2735 25-29                    Male     United States of America
## 2736 35-39                    Male                        India
## 2737 40-44                    Male     United States of America
## 2738 30-34                    Male                       Taiwan
## 2739 45-49                  Female                       Canada
## 2740 25-29                    Male                        India
## 2741 22-24                    Male     United States of America
## 2742 30-34                    Male                        India
## 2743 18-21                    Male                       Canada
## 2744 30-34                    Male                        India
## 2745 45-49                    Male                       Canada
## 2746 25-29                    Male     United States of America
## 2747 35-39                    Male                        India
## 2748 22-24                    Male                      Nigeria
## 2749 22-24                    Male                     Viet Nam
## 2750 22-24                    Male                       Brazil
## 2751 30-34                    Male                        India
## 2752 35-39                    Male                        India
## 2753 30-34                    Male                        India
## 2754 30-34                    Male                        India
## 2755 25-29                    Male     United States of America
## 2756 30-34                  Female                    Australia
## 2757 35-39                    Male                     Viet Nam
## 2758 22-24                    Male                        India
## 2759 18-21                    Male                        India
## 2760 18-21                    Male                        India
## 2761 30-34                    Male                     Malaysia
## 2762 35-39                  Female                    Australia
## 2763 18-21                    Male                        India
## 2764 18-21                  Female                        India
## 2765 35-39                    Male                        India
## 2766 22-24                    Male                        India
## 2767 40-44                    Male                        India
## 2768 35-39                    Male                        India
## 2769 25-29                    Male     United States of America
## 2770 25-29                    Male                        Japan
## 2771 18-21                    Male                        India
## 2772 35-39                    Male                        India
## 2773 30-34                    Male                       Brazil
## 2774 22-24                    Male                        India
## 2775 45-49                    Male     United States of America
## 2776 30-34                    Male     United States of America
## 2777 25-29                    Male                       Mexico
## 2778 22-24                  Female                       Taiwan
## 2779 22-24                    Male                        India
## 2780 18-21                    Male                        India
## 2781 30-34       Prefer not to say     United States of America
## 2782 35-39                    Male                        Japan
## 2783 18-21                  Female                        India
## 2784 25-29                    Male     United States of America
## 2785 25-29                    Male                       Mexico
## 2786 40-44                  Female                       Canada
## 2787 30-34                    Male            Republic of Korea
## 2788 25-29                    Male                        India
## 2789 18-21                    Male                        India
## 2790 35-39                    Male                       Canada
## 2791 50-54                    Male                     Thailand
## 2792 30-34                    Male                       Taiwan
## 2793 25-29                    Male                        India
## 2794 22-24                    Male                        India
## 2795 18-21                    Male                        India
## 2796 45-49                    Male     United States of America
## 2797   70+                    Male     United States of America
## 2798 40-44                    Male                       Canada
## 2799 25-29                    Male                       Brazil
## 2800 22-24                    Male                        India
## 2801 25-29                    Male                        India
## 2802 35-39                    Male     United States of America
## 2803 35-39                    Male                       Russia
## 2804 30-34                    Male                       Mexico
## 2805 25-29                    Male                  Switzerland
## 2806 40-44                    Male                        India
## 2807 40-44                    Male                     Viet Nam
## 2808 18-21                  Female                    Indonesia
## 2809   70+                    Male                       Mexico
## 2810 18-21                    Male                        India
## 2811 25-29                    Male                        India
## 2812 22-24                    Male                     Pakistan
## 2813 22-24                    Male                        Other
## 2814 50-54                    Male                        India
## 2815 22-24                    Male                        India
## 2816 40-44                    Male                        Japan
## 2817 35-39                    Male                        Other
## 2818 22-24                    Male                        India
## 2819 45-49                    Male                       Russia
## 2820 18-21                    Male                     Viet Nam
## 2821 25-29                    Male                        China
## 2822 18-21                    Male                        India
## 2823 18-21                  Female                        India
## 2824 25-29                    Male     United States of America
## 2825 40-44                    Male                        India
## 2826 22-24                    Male                   Bangladesh
## 2827 18-21                    Male                      Nigeria
## 2828 18-21                    Male                        India
## 2829 22-24                  Female                        India
## 2830 18-21                    Male                         Peru
## 2831 18-21                    Male                        India
## 2832 18-21                  Female                       Canada
## 2833 30-34                    Male     United States of America
## 2834 40-44                    Male                  South Korea
## 2835 25-29                    Male                        India
## 2836 22-24                    Male                        China
## 2837 25-29       Prefer not to say     United States of America
## 2838 18-21                  Female                     Colombia
## 2839 60-69                    Male           Hong Kong (S.A.R.)
## 2840 18-21                    Male                        India
## 2841 30-34                    Male                        Other
## 2842 35-39                    Male                    Singapore
## 2843 25-29                  Female                        India
## 2844 25-29                  Female     United States of America
## 2845 18-21                    Male                        India
## 2846 50-54                    Male                       Taiwan
## 2847 30-34                    Male                        India
## 2848 22-24                    Male                     Pakistan
## 2849 35-39                    Male                     Malaysia
## 2850 35-39                    Male                     Malaysia
## 2851 25-29                    Male                       Mexico
## 2852 18-21                    Male                        India
## 2853 50-54                    Male            Republic of Korea
## 2854 25-29                    Male                    Australia
## 2855 45-49                  Female                        India
## 2856 30-34                    Male     United States of America
## 2857 35-39                  Female                  South Korea
## 2858 25-29                    Male                      Nigeria
## 2859 22-24                    Male                      Nigeria
## 2860 22-24                    Male                        China
## 2861 18-21                    Male                        India
## 2862 22-24                  Female                        India
## 2863 25-29                    Male                  Philippines
## 2864 35-39                  Female                       Brazil
## 2865 22-24                    Male                        India
## 2866 22-24                    Male                        India
## 2867 45-49                    Male                    Australia
## 2868 22-24                    Male                        India
## 2869 30-34                    Male                    Singapore
## 2870 18-21                    Male                        India
## 2871 25-29       Prefer not to say                    Indonesia
## 2872 35-39                    Male     United States of America
## 2873 22-24                  Female                        Other
## 2874 18-21                    Male                        India
## 2875 25-29                    Male                        India
## 2876 25-29                    Male                         Peru
## 2877 25-29                    Male     United States of America
## 2878 30-34                    Male                        India
## 2879 35-39                    Male                        India
## 2880 25-29                    Male                       Brazil
## 2881 35-39                    Male     United States of America
## 2882 45-49                    Male     United States of America
## 2883 35-39                    Male                        Other
## 2884 18-21                    Male                        India
## 2885 30-34                    Male                        India
## 2886 25-29                  Female                        Kenya
## 2887 18-21                    Male                        India
## 2888 55-59       Prefer not to say                        Japan
## 2889 30-34                  Female                  Philippines
## 2890 40-44                    Male                   Bangladesh
## 2891 25-29                    Male                   Bangladesh
## 2892 40-44                    Male                      Ukraine
## 2893 45-49                    Male     United States of America
## 2894 35-39                    Male                      Nigeria
## 2895 25-29                    Male     United States of America
## 2896 60-69                    Male                       Canada
## 2897 40-44                    Male                        India
## 2898 55-59                    Male     United States of America
## 2899 45-49                    Male                       Brazil
## 2900 18-21                    Male                       Brazil
## 2901 22-24                    Male                        India
## 2902 22-24                    Male                        India
## 2903 18-21                    Male                        India
## 2904 18-21                    Male                        India
## 2905 30-34                  Female                        India
## 2906 30-34                  Female                     Malaysia
## 2907 25-29                    Male                        India
## 2908 25-29                    Male                  South Korea
## 2909 22-24                  Female                        India
## 2910 30-34                    Male                     Pakistan
## 2911 30-34                    Male                      Germany
## 2912 35-39                    Male                       Brazil
## 2913 50-54                    Male     United States of America
## 2914 35-39                    Male     United States of America
## 2915 22-24                    Male                        India
## 2916 45-49                    Male                    Argentina
## 2917 25-29                    Male                        India
## 2918 25-29                    Male               United Kingdom
## 2919 25-29                    Male                        India
## 2920 25-29                    Male     United States of America
## 2921 45-49                    Male                       Taiwan
## 2922 25-29                    Male                        China
## 2923 35-39                    Male                      Belgium
## 2924 25-29                    Male                      Nigeria
## 2925 30-34                    Male                        India
## 2926 22-24                  Female     United States of America
## 2927 18-21                    Male                        India
## 2928 18-21                    Male                        India
## 2929 30-34                    Male            Republic of Korea
## 2930 30-34                    Male     United States of America
## 2931 18-21                    Male                        India
## 2932 25-29                    Male                        India
## 2933 18-21                    Male                        India
## 2934 25-29                    Male                 South Africa
## 2935 25-29                    Male                        India
## 2936 25-29                    Male     United States of America
## 2937 18-21                    Male                        India
## 2938 25-29                  Female                        India
## 2939 25-29                  Female     United States of America
## 2940 25-29                    Male                       Russia
## 2941 55-59                    Male            Republic of Korea
## 2942 30-34                    Male     United States of America
## 2943 22-24                  Female                        India
## 2944 25-29                    Male                   Bangladesh
## 2945 30-34                    Male                        India
## 2946 18-21                    Male                     Pakistan
## 2947 18-21                    Male                        India
## 2948 40-44                    Male     United States of America
## 2949 30-34                    Male                 Saudi Arabia
## 2950 25-29                    Male     United States of America
## 2951 18-21                    Male                       Taiwan
## 2952 22-24                    Male                        Other
## 2953 18-21                  Female                        India
## 2954 22-24                  Female                        India
## 2955 22-24                    Male                        India
## 2956 40-44                    Male                        Other
## 2957 50-54                    Male                        India
## 2958 50-54                    Male                      Ukraine
## 2959 25-29                    Male                        Japan
## 2960 22-24                  Female                        India
## 2961 25-29                    Male                       Greece
## 2962 40-44                    Male                       Taiwan
## 2963 45-49                    Male                  New Zealand
## 2964 35-39                  Female     United States of America
## 2965 30-34                    Male                 South Africa
## 2966 25-29                    Male                        Other
## 2967 18-21                    Male                        India
## 2968 25-29                    Male                        India
## 2969 18-21                    Male                        Other
## 2970 25-29                    Male                        China
## 2971 25-29                    Male                        China
## 2972 18-21                    Male                        India
## 2973 18-21                    Male                        Other
## 2974 35-39                    Male                        China
## 2975 45-49                    Male                        India
## 2976 40-44                    Male            Republic of Korea
## 2977 25-29                    Male                        India
## 2978 35-39                    Male                        Japan
## 2979 30-34                    Male                        India
## 2980 45-49                    Male                        Japan
## 2981 25-29                    Male                     Viet Nam
## 2982 35-39                    Male                   Bangladesh
## 2983 35-39                    Male                        Japan
## 2984 25-29                    Male                        India
## 2985 22-24                    Male     United States of America
## 2986 30-34                    Male                        India
## 2987 22-24                    Male     United States of America
## 2988 18-21                    Male                        India
## 2989 22-24                  Female                        India
## 2990 25-29                    Male                        India
## 2991 30-34                    Male                        India
## 2992 22-24                    Male                        India
## 2993 22-24                    Male                        India
## 2994 35-39                    Male                    Australia
## 2995 30-34       Prefer not to say                       Taiwan
## 2996 18-21                    Male                        India
## 2997 35-39                    Male                        Other
## 2998 30-34                    Male                        India
## 2999 40-44                    Male                        Other
## 3000 35-39                    Male                  Netherlands
## 3001 18-21                  Female                      Algeria
## 3002 30-34                    Male                      Belgium
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## 3004 30-34                  Female                        Other
## 3005 18-21                    Male                        India
## 3006 22-24                    Male                        China
## 3007 30-34                    Male                        India
## 3008 25-29                    Male                        India
## 3009 30-34                    Male                        India
## 3010 22-24                    Male                        India
## 3011 25-29                    Male                        India
## 3012 25-29                  Female                     Pakistan
## 3013 25-29                  Female                        India
## 3014 50-54                    Male     United States of America
## 3015 30-34                    Male     United States of America
## 3016 18-21                    Male                        India
## 3017 25-29                  Female     United States of America
## 3018 18-21                    Male                        India
## 3019 30-34                    Male                  South Korea
## 3020 22-24                    Male                        India
## 3021 18-21                    Male                        India
## 3022 22-24                  Female                        India
## 3023 35-39                    Male     United States of America
## 3024 40-44                  Female                        Japan
## 3025 25-29                    Male                    Australia
## 3026 22-24                    Male                        India
## 3027 22-24                    Male                    Australia
## 3028 35-39                    Male                        Japan
## 3029 50-54                    Male                        India
## 3030 35-39                  Female                        India
## 3031 25-29                    Male                        Japan
## 3032 25-29                    Male                        India
## 3033 30-34                    Male                       Israel
## 3034 35-39                  Female                       Israel
## 3035 30-34                    Male                        India
## 3036 35-39                    Male                        Other
## 3037 18-21                    Male                        India
## 3038 22-24                    Male                        India
## 3039 25-29                    Male                       Israel
## 3040 25-29                    Male     United States of America
## 3041 25-29                    Male                        India
## 3042 22-24                  Female                        India
## 3043 35-39                    Male                       Israel
## 3044 55-59                    Male                       Canada
## 3045 25-29                    Male                        India
## 3046 22-24                    Male                        Japan
## 3047 30-34                    Male                       Canada
## 3048 22-24                    Male                    Indonesia
## 3049 22-24                    Male                        India
## 3050 40-44                  Female                    Australia
## 3051 35-39                  Female                      Germany
## 3052 30-34                    Male                        China
## 3053 40-44                    Male                        Other
## 3054 18-21                    Male                        India
## 3055 18-21                    Male                        India
## 3056 22-24                    Male                        India
## 3057 18-21                    Male                        India
## 3058 50-54                    Male                        India
## 3059 35-39                    Male     United States of America
## 3060 18-21                    Male                    Australia
## 3061 25-29                    Male                  South Korea
## 3062 25-29                    Male                        India
## 3063 25-29                  Female                        Other
## 3064 22-24                    Male                        India
## 3065 35-39                  Female               United Kingdom
## 3066 35-39                    Male                       Norway
## 3067 18-21                    Male                        India
## 3068 18-21                    Male                        India
## 3069 35-39                    Male                    Singapore
## 3070 30-34                    Male                        India
## 3071 22-24                    Male                        China
## 3072 18-21                    Male                        India
## 3073 30-34                    Male                        India
## 3074 40-44                    Male                     Pakistan
## 3075 22-24                    Male                        India
## 3076 45-49                    Male                     Thailand
## 3077 22-24                    Male                        India
## 3078 45-49                    Male                       Russia
## 3079 18-21                    Male                        India
## 3080 25-29                    Male                   Bangladesh
## 3081 30-34                    Male                        India
## 3082 60-69                    Male                       Brazil
## 3083 22-24                    Male     United States of America
## 3084 22-24                    Male                        India
## 3085 50-54                    Male                        Japan
## 3086 40-44                    Male                  Netherlands
## 3087 40-44                    Male                        India
## 3088 18-21                  Female                        India
## 3089 40-44                    Male                      Germany
## 3090 30-34                    Male                        India
## 3091 30-34                    Male                        India
## 3092 30-34                    Male                        India
## 3093 40-44                    Male                        India
## 3094 30-34                    Male                        India
## 3095 25-29                    Male                   Bangladesh
## 3096 22-24                  Female                        India
## 3097 35-39                    Male                        India
## 3098 50-54                    Male     United States of America
## 3099 50-54                    Male                  Netherlands
## 3100 18-21                    Male                        India
## 3101 22-24                    Male                     Viet Nam
## 3102 30-34                    Male     United States of America
## 3103 25-29                    Male                       Mexico
## 3104 22-24                    Male                     Pakistan
## 3105 45-49                    Male                     Thailand
## 3106 35-39                    Male                        India
## 3107 35-39                    Male           Hong Kong (S.A.R.)
## 3108 25-29                    Male                        India
## 3109 22-24                    Male                        India
## 3110 18-21                  Female                        India
## 3111 30-34                    Male     United States of America
## 3112 55-59                    Male                        Italy
## 3113 25-29                    Male                        India
## 3114 25-29                    Male                        India
## 3115 18-21                    Male                        India
## 3116 18-21                    Male                        India
## 3117 22-24       Prefer not to say                        India
## 3118 25-29                    Male                        India
## 3119 40-44                    Male                        Other
## 3120 25-29                    Male                        India
## 3121 30-34                  Female                       Mexico
## 3122 25-29                    Male                       Russia
## 3123 30-34                    Male                        India
## 3124 25-29                    Male                        India
## 3125 25-29                    Male                        India
## 3126 22-24                  Female     United States of America
## 3127 22-24                    Male                       Canada
## 3128 25-29                    Male     United States of America
## 3129 18-21                    Male                        India
## 3130 40-44                    Male                        India
## 3131 30-34                    Male                        India
## 3132 30-34                    Male                        India
## 3133 30-34                    Male                    Indonesia
## 3134 30-34                    Male     United States of America
## 3135 55-59                    Male     United States of America
## 3136 50-54                    Male     United States of America
## 3137 25-29                    Male                        Kenya
## 3138 22-24                    Male                        India
## 3139 50-54                    Male                      Hungary
## 3140 25-29                    Male                        India
## 3141 25-29                  Female                    Australia
## 3142 40-44                    Male     United States of America
## 3143 40-44                    Male                        India
## 3144 30-34                    Male                     Pakistan
## 3145 30-34                    Male                      Belarus
## 3146 60-69                    Male                        India
## 3147 35-39                    Male                         Peru
## 3148 22-24                    Male                        India
## 3149 35-39                    Male                        India
## 3150 30-34                    Male                        India
## 3151 25-29                    Male                        India
## 3152 40-44                    Male                        Other
## 3153 25-29                    Male                       Russia
## 3154 30-34                    Male                        India
## 3155 30-34                  Female                  South Korea
## 3156 30-34                    Male                       Russia
## 3157 18-21                    Male                        India
## 3158 30-34                    Male                        India
## 3159 18-21                    Male                        Other
## 3160 40-44                    Male                      Austria
## 3161 30-34                    Male                        Other
## 3162 25-29                  Female                        India
## 3163 22-24                    Male                        Kenya
## 3164 35-39                    Male                      Germany
## 3165 22-24                    Male                        India
## 3166 25-29       Prefer not to say                        India
## 3167 35-39                  Female                        India
## 3168 25-29                    Male                        India
## 3169 25-29                    Male                        India
## 3170 55-59                  Female                  New Zealand
## 3171 25-29                  Female     United States of America
## 3172 18-21                    Male                        China
## 3173 35-39                    Male                     Malaysia
## 3174 18-21                    Male                        India
## 3175 22-24                    Male                        India
## 3176 40-44                  Female                        Other
## 3177 35-39                    Male                       Poland
## 3178 22-24                    Male                        India
## 3179 40-44                    Male                      Austria
## 3180 30-34 Prefer to self-describe     United States of America
## 3181 22-24                    Male                        India
## 3182 35-39                    Male     United States of America
## 3183 25-29                  Female                        India
## 3184 30-34                    Male                        India
## 3185 35-39                    Male                        Other
## 3186 22-24                    Male                        India
## 3187 25-29                    Male                    Australia
## 3188 55-59                    Male                       Russia
## 3189 35-39                    Male                       Poland
## 3190 22-24                    Male                        India
## 3191 35-39                  Female                       Russia
## 3192 35-39                    Male                        Other
## 3193 60-69                    Male                       Sweden
## 3194 50-54                    Male                     Malaysia
## 3195 30-34                    Male                        Other
## 3196 22-24                  Female                       Russia
## 3197 35-39                    Male                      Austria
## 3198 35-39                    Male                        India
## 3199 25-29                    Male                        India
## 3200 25-29                    Male                      Germany
## 3201 25-29                    Male                        India
## 3202 30-34                  Female                      Ukraine
## 3203 25-29                    Male Iran, Islamic Republic of...
## 3204 30-34                    Male                   Bangladesh
## 3205 35-39                    Male                        India
## 3206 18-21                    Male                        India
## 3207 18-21                    Male                        India
## 3208 22-24                    Male                        India
## 3209 22-24                    Male                        India
## 3210 45-49                    Male                     Pakistan
## 3211 25-29                    Male                       France
## 3212 18-21                    Male                        India
## 3213 35-39                    Male                  Switzerland
## 3214 25-29                    Male                       Turkey
## 3215 45-49                    Male                       Turkey
## 3216 30-34                  Female                  Switzerland
## 3217 22-24                    Male                    Indonesia
## 3218 40-44                    Male                        India
## 3219 25-29                    Male     United States of America
## 3220 45-49                    Male                     Pakistan
## 3221 25-29                    Male                       Mexico
## 3222 22-24                  Female                        India
## 3223 60-69                    Male                       France
## 3224 35-39                    Male                       Turkey
## 3225 30-34                    Male               United Kingdom
## 3226 35-39                  Female                        India
## 3227 25-29                    Male                        India
## 3228 22-24                    Male                        China
## 3229 18-21                    Male                        India
## 3230 18-21                  Female                        Other
## 3231 18-21                    Male                        India
## 3232 22-24                    Male                    Indonesia
## 3233 22-24                    Male                        Other
## 3234 18-21                    Male                        India
## 3235 22-24                  Female                        India
## 3236 22-24                    Male                      Ukraine
## 3237 22-24                    Male                        India
## 3238 50-54                    Male                       Poland
## 3239 18-21                    Male                      Ukraine
## 3240 22-24                    Male                        India
## 3241 40-44                  Female                      Ukraine
## 3242 18-21                    Male                        India
## 3243 25-29                    Male                       Turkey
## 3244 45-49                    Male     United States of America
## 3245 35-39                    Male                        Japan
## 3246 22-24                    Male                        India
## 3247 25-29                    Male                        India
## 3248 22-24                    Male                        India
## 3249 30-34                    Male     United States of America
## 3250 30-34                    Male                        India
## 3251 35-39                    Male                        Other
## 3252 25-29                    Male                     Pakistan
## 3253 18-21                    Male                        India
## 3254 25-29                    Male                        India
## 3255 40-44                    Male               United Kingdom
## 3256 25-29                    Male                       Poland
## 3257 25-29                    Male                        Spain
## 3258 25-29                    Male                        India
## 3259 22-24                    Male                        Other
## 3260 35-39                    Male                  South Korea
## 3261 35-39                    Male                 South Africa
## 3262 22-24                    Male                        India
## 3263 30-34                    Male                  Netherlands
## 3264 22-24                    Male                        China
## 3265 18-21                    Male                        India
## 3266 25-29                    Male                        China
## 3267 35-39                    Male                       Poland
## 3268 22-24                    Male                        Spain
## 3269 30-34                    Male                        Spain
## 3270 35-39                    Male                        India
## 3271 45-49                    Male                        India
## 3272 25-29                    Male                       Turkey
## 3273 22-24                    Male               Czech Republic
## 3274 30-34                    Male                      Nigeria
## 3275 25-29                    Male     United States of America
## 3276 25-29                    Male                       Taiwan
## 3277 40-44                    Male                       France
## 3278 40-44                    Male                        Other
## 3279 22-24                    Male                        India
## 3280 18-21                    Male                     Pakistan
## 3281 18-21                    Male                        India
## 3282 18-21                    Male                        India
## 3283 30-34                    Male                        Other
## 3284 35-39                    Male                        India
## 3285 25-29                    Male                        India
## 3286 22-24                  Female                       Turkey
## 3287 55-59                    Male                      Germany
## 3288 25-29                    Male                        India
## 3289 35-39                    Male                        India
## 3290 60-69                    Male     United States of America
## 3291 18-21                    Male                        India
## 3292 25-29                    Male                        India
## 3293 30-34                  Female                        India
## 3294 35-39                  Female                        Other
## 3295 25-29                    Male                     Pakistan
## 3296 25-29                    Male                       Russia
## 3297 18-21                    Male                     Colombia
## 3298 25-29                  Female                        India
## 3299 18-21                    Male                        India
## 3300 45-49                    Male                        Italy
## 3301 30-34                    Male                       Russia
## 3302 45-49                    Male     United States of America
## 3303 45-49                    Male                  Switzerland
## 3304 30-34                    Male                        Other
## 3305 30-34                    Male                        India
## 3306 22-24                    Male                        India
## 3307 45-49                    Male                  Netherlands
## 3308 30-34                    Male               United Kingdom
## 3309 40-44                    Male                       Russia
## 3310 35-39                    Male                        India
## 3311 25-29                    Male                      Germany
## 3312 45-49                    Male                        India
## 3313 30-34                    Male                 South Africa
## 3314 35-39                    Male                        Other
## 3315 22-24                  Female                        India
## 3316 35-39                    Male                  Switzerland
## 3317 22-24                    Male                        India
## 3318 25-29                    Male                        Other
## 3319 50-54       Prefer not to say                      Germany
## 3320 25-29                  Female                       Russia
## 3321 30-34                    Male                        India
## 3322 18-21                    Male                        India
## 3323 50-54                    Male                  Netherlands
## 3324 30-34                    Male                      Ireland
## 3325 25-29                  Female                      Morocco
## 3326 30-34                    Male                       Russia
## 3327 30-34                    Male                      Algeria
## 3328 35-39                    Male                       Greece
## 3329 30-34                    Male                        India
## 3330 55-59                    Male                      Denmark
## 3331 22-24                    Male                        India
## 3332 25-29                    Male     United States of America
## 3333 35-39                  Female                       Turkey
## 3334 50-54                    Male                        Italy
## 3335 35-39                    Male                      Germany
## 3336 40-44                    Male               United Kingdom
## 3337 25-29                    Male                        Other
## 3338 25-29                    Male                        Other
## 3339 25-29                    Male                 South Africa
## 3340 35-39                    Male     United States of America
## 3341 40-44                    Male                        Other
## 3342 25-29                  Female                        India
## 3343 25-29                    Male Iran, Islamic Republic of...
## 3344 22-24                    Male                        India
## 3345 25-29       Prefer not to say                        India
## 3346 40-44                  Female                       Sweden
## 3347 22-24                  Female                        Other
## 3348 35-39                  Female                        India
## 3349 55-59                    Male                     Colombia
## 3350 18-21                  Female                        India
## 3351 22-24                    Male                        India
## 3352 18-21                  Female                        India
## 3353 30-34                    Male                        Other
## 3354 22-24                    Male                        Kenya
## 3355 40-44                  Female                        India
## 3356 55-59                    Male                      Denmark
## 3357 22-24                    Male                        India
## 3358 35-39                  Female                       Russia
## 3359 22-24                    Male                     Pakistan
## 3360 25-29                    Male                        Other
## 3361 35-39                    Male                       Israel
## 3362 18-21                  Female                    Australia
## 3363 25-29                    Male                        India
## 3364 30-34                    Male                      Germany
## 3365 22-24                    Male                        India
## 3366 40-44                    Male                 South Africa
## 3367 30-34                    Male                      Germany
## 3368 25-29                    Male                      Nigeria
## 3369 18-21                    Male                        India
## 3370 30-34                    Male                        Other
## 3371 30-34                    Male                        Spain
## 3372 30-34                    Male                        India
## 3373 25-29                    Male                      Ukraine
## 3374 60-69                    Male     United States of America
## 3375 22-24                    Male                 South Africa
## 3376 30-34                    Male                      Denmark
## 3377 22-24                    Male                        India
## 3378 25-29                    Male            Republic of Korea
## 3379 50-54                    Male                  Netherlands
## 3380 18-21                    Male                        India
## 3381 55-59                    Male                        Italy
## 3382 25-29                    Male     United States of America
## 3383 40-44                    Male                       Poland
## 3384 18-21                    Male                        India
## 3385 30-34                    Male                        India
## 3386 30-34                  Female                      Ukraine
## 3387 30-34                  Female                        Other
## 3388 40-44                    Male                       Poland
## 3389 22-24                    Male                      Nigeria
## 3390 22-24                  Female     United States of America
## 3391 18-21                  Female                        India
## 3392 35-39                    Male                        India
## 3393 45-49                    Male                    Australia
## 3394 35-39                  Female                        Other
## 3395 22-24                    Male                      Nigeria
## 3396 30-34                    Male                      Nigeria
## 3397 50-54                    Male                        India
## 3398 22-24                    Male                        India
## 3399 55-59                    Male                       Russia
## 3400 30-34                    Male                        Other
## 3401 22-24                  Female                        China
## 3402 25-29                  Female                        China
## 3403 25-29                    Male                       Greece
## 3404 30-34                    Male                      Germany
## 3405 18-21                    Male                        India
## 3406 30-34                    Male                       France
## 3407 55-59                    Male                    Australia
## 3408 50-54                    Male                        Other
## 3409 25-29                    Male                        India
## 3410 40-44                    Male                        India
## 3411 50-54                    Male     United States of America
## 3412 50-54                    Male                        Spain
## 3413 40-44                    Male                      Morocco
## 3414 22-24                  Female                      Nigeria
## 3415 25-29                  Female               Czech Republic
## 3416 30-34                    Male                       Greece
## 3417 18-21                  Female                      Nigeria
## 3418 40-44                  Female                        Other
## 3419 25-29                    Male                       Turkey
## 3420 18-21                  Female                        India
## 3421 25-29                    Male                        Spain
## 3422 30-34                    Male                        India
## 3423 18-21                    Male                  Philippines
## 3424 25-29                    Male                      Germany
## 3425 30-34                    Male                        India
## 3426 30-34                    Male                       Greece
## 3427 50-54                    Male                      Germany
## 3428 35-39                  Female                  Netherlands
## 3429 22-24                    Male                     Pakistan
## 3430 35-39                    Male                 South Africa
## 3431 35-39                    Male                        India
## 3432 50-54                    Male                       Turkey
## 3433 40-44                  Female                  Netherlands
## 3434 60-69                    Male     United States of America
## 3435 35-39                    Male               Czech Republic
## 3436 22-24                    Male     United States of America
## 3437 60-69                    Male     United States of America
## 3438 22-24                    Male                        India
## 3439 40-44                    Male                      Austria
## 3440 45-49                    Male                   Bangladesh
## 3441 25-29                    Male                        India
## 3442 55-59                    Male                       Poland
## 3443 22-24                  Female                    Singapore
## 3444 22-24                    Male                       Russia
## 3445 22-24                    Male                        India
## 3446 30-34                    Male                       Russia
## 3447 30-34                    Male                     Colombia
## 3448 45-49                    Male                      Germany
## 3449 18-21                    Male                        China
## 3450 25-29                    Male                       Taiwan
## 3451 22-24                    Male                    Indonesia
## 3452 35-39                  Female                        China
## 3453 25-29                    Male     United States of America
## 3454 40-44                  Female                        India
## 3455 18-21                    Male                        India
## 3456 30-34                    Male                      Romania
## 3457 35-39                    Male                     Pakistan
## 3458 50-54                    Male                    Australia
## 3459 30-34                    Male                        India
## 3460 25-29                    Male                       Poland
## 3461 30-34                    Male            Republic of Korea
## 3462 18-21                    Male                        India
## 3463 30-34                  Female               United Kingdom
## 3464 40-44                    Male                 South Africa
## 3465 60-69                    Male                  Switzerland
## 3466 40-44                    Male                      Germany
## 3467 22-24                  Female                     Pakistan
## 3468 30-34                    Male                  Switzerland
## 3469 30-34                    Male                        India
## 3470 25-29                    Male                        India
## 3471 25-29                    Male                       Turkey
## 3472 40-44                  Female                      Hungary
## 3473 30-34                    Male            Republic of Korea
## 3474 50-54                    Male                        India
## 3475 45-49                    Male                       Poland
## 3476 25-29                  Female                        India
## 3477 30-34                    Male                        Spain
## 3478 18-21                  Female                        India
## 3479 40-44                    Male                        Other
## 3480 50-54                    Male                      Belarus
## 3481 55-59                    Male                  Netherlands
## 3482 40-44                    Male                        India
## 3483 18-21                    Male                        India
## 3484 35-39                    Male                        Other
## 3485 55-59                    Male     United States of America
## 3486 60-69                    Male                        Other
## 3487 35-39                    Male                        India
## 3488 25-29                    Male                        India
## 3489 25-29                    Male                        Spain
## 3490 35-39                    Male                        Spain
## 3491 30-34                    Male                      Germany
## 3492 25-29                    Male                        Other
## 3493 40-44                    Male                       Taiwan
## 3494 30-34                    Male                        Spain
## 3495 30-34                  Female                       Russia
## 3496 22-24                    Male                        Kenya
## 3497 30-34                    Male                        India
## 3498 18-21                    Male                        Japan
## 3499 25-29                    Male                  Philippines
## 3500 25-29                    Male                    Singapore
## 3501 30-34                    Male                        Italy
## 3502 30-34                    Male                       France
## 3503 25-29                    Male                       Russia
## 3504 22-24                    Male                        India
## 3505 30-34                    Male                      Germany
## 3506 30-34                    Male                       Greece
## 3507 25-29                    Male                     Pakistan
## 3508 18-21                    Male                    Indonesia
## 3509 30-34                    Male                        India
## 3510 35-39                    Male                       France
## 3511 35-39                    Male                      Ukraine
## 3512 30-34                    Male                    Australia
## 3513 40-44                    Male                       Russia
## 3514 60-69                    Male               United Kingdom
## 3515 35-39                    Male                      Ukraine
## 3516 35-39                    Male                      Austria
## 3517 22-24                    Male                    Indonesia
## 3518 22-24                    Male                       France
## 3519 30-34                    Male                        India
## 3520 25-29                    Male                        India
## 3521 40-44                    Male     United States of America
## 3522 22-24                    Male                        Spain
## 3523 35-39                    Male                       Turkey
## 3524 30-34                    Male                       Russia
## 3525 30-34                    Male                        Other
## 3526 25-29                    Male                        Spain
## 3527 25-29                  Female                        India
## 3528 18-21                    Male                        India
## 3529 30-34                    Male                        India
## 3530 22-24                  Female                    Australia
## 3531 45-49                    Male                       France
## 3532 18-21                    Male                        India
## 3533 40-44                    Male                    Singapore
## 3534 30-34                  Female                        India
## 3535 30-34                    Male                    Singapore
## 3536 30-34                    Male                        Japan
## 3537 25-29                    Male                     Pakistan
## 3538 50-54                    Male                        Spain
## 3539 22-24                    Male                        India
## 3540 45-49                    Male                       France
## 3541 35-39                    Male                      Germany
## 3542 25-29                    Male                        Italy
## 3543 30-34                    Male                 South Africa
## 3544 45-49                    Male                        India
## 3545 55-59                    Male                        India
## 3546 30-34                    Male                 South Africa
## 3547 22-24                    Male                        Other
## 3548 45-49                    Male                 Saudi Arabia
## 3549 22-24                    Male                 South Africa
## 3550 40-44                    Male                      Denmark
## 3551 25-29                    Male                  South Korea
## 3552 25-29                    Male                      Nigeria
## 3553 25-29                    Male                 South Africa
## 3554 30-34                    Male                        China
## 3555 50-54                    Male                       Turkey
## 3556 25-29                    Male                        India
## 3557 25-29                  Female                        China
## 3558 40-44                    Male                        India
## 3559 50-54                    Male                       Turkey
## 3560 22-24                  Female                        India
## 3561 25-29                    Male                        India
## 3562 25-29                    Male                     Malaysia
## 3563 25-29                    Male                        India
## 3564 35-39                    Male                        India
## 3565 25-29                    Male                        India
## 3566 22-24                    Male                        India
## 3567 60-69                    Male                    Australia
## 3568 35-39                    Male                    Singapore
## 3569 25-29       Prefer not to say                        China
## 3570 25-29                    Male                       Greece
## 3571 30-34                    Male                        Italy
## 3572 18-21                    Male                        India
## 3573 35-39                  Female                       Canada
## 3574 50-54                    Male                      Germany
## 3575 35-39                    Male                      Ireland
## 3576 35-39                    Male               United Kingdom
## 3577 22-24                  Female                       Russia
## 3578 50-54                    Male                      Belgium
## 3579 25-29                    Male                        India
## 3580 18-21                    Male                        India
## 3581 25-29                    Male                      Nigeria
## 3582 30-34                    Male                        Other
## 3583 25-29       Prefer not to say                     Malaysia
## 3584 40-44                    Male                      Nigeria
## 3585 25-29                    Male     United States of America
## 3586 18-21                    Male                        India
## 3587 40-44                    Male               United Kingdom
## 3588 40-44                    Male     United States of America
## 3589 18-21                    Male                        India
## 3590 22-24                    Male                        India
## 3591 30-34                    Male                        Kenya
## 3592 22-24                    Male     United States of America
## 3593 18-21                    Male                        India
## 3594 30-34                    Male                        India
## 3595 22-24                    Male                        Other
## 3596 25-29                    Male                        India
## 3597 22-24                  Female                     Pakistan
## 3598 22-24                    Male                       Poland
## 3599 45-49                    Male               United Kingdom
## 3600 25-29                    Male                 South Africa
## 3601 18-21                    Male                        India
## 3602 40-44                    Male               United Kingdom
## 3603 35-39                    Male                       Russia
## 3604 25-29                    Male                        China
## 3605 40-44                    Male                        Spain
## 3606 30-34                    Male                        India
## 3607 35-39                    Male                      Hungary
## 3608 30-34                    Male                       Russia
## 3609 18-21                    Male                        India
## 3610 25-29                    Male                      Belarus
## 3611 30-34                    Male                  Netherlands
## 3612 25-29                    Male                        China
## 3613 30-34                    Male                        Italy
## 3614 35-39                    Male                        India
## 3615 45-49                    Male                        India
## 3616 30-34                    Male                       Turkey
## 3617 35-39                    Male                       Greece
## 3618 25-29                    Male                       Turkey
## 3619 22-24                    Male                        India
## 3620 18-21                    Male                       Russia
## 3621 22-24                    Male                        India
## 3622 50-54                    Male                       France
## 3623 25-29                    Male                        Other
## 3624 50-54                    Male                        Spain
## 3625 25-29                    Male                       Turkey
## 3626 25-29                    Male                        Spain
## 3627 40-44       Prefer not to say                      Denmark
## 3628 22-24                  Female                        Egypt
## 3629 22-24                  Female                      Nigeria
## 3630 35-39                    Male                        India
## 3631 22-24                  Female                        India
## 3632 40-44                    Male     United States of America
## 3633 50-54                    Male                  Netherlands
## 3634 25-29                    Male Iran, Islamic Republic of...
## 3635 40-44                    Male                        Other
## 3636 22-24                    Male                        India
## 3637 25-29                  Female                       France
## 3638 25-29                    Male                        India
## 3639 25-29                    Male                        Spain
## 3640 50-54                    Male                       Norway
## 3641 35-39                    Male               United Kingdom
## 3642 35-39                    Male                      Austria
## 3643 55-59                    Male                        Italy
## 3644 18-21                    Male                        India
## 3645 35-39                    Male                      Belgium
## 3646 22-24                    Male            Republic of Korea
## 3647 50-54                    Male                        Italy
## 3648 45-49                    Male                        Other
## 3649 25-29                    Male                        Italy
## 3650 30-34                    Male                        India
## 3651 30-34                    Male                       France
## 3652 25-29                    Male                        India
## 3653 40-44                    Male                        India
## 3654 22-24                    Male                       Turkey
## 3655 25-29                    Male                     Pakistan
## 3656 30-34       Prefer not to say               United Kingdom
## 3657 40-44                    Male                        India
## 3658 25-29                    Male                        India
## 3659 18-21                    Male                        China
## 3660 35-39                    Male                        India
## 3661 25-29                    Male                        India
## 3662 30-34                    Male                       Turkey
## 3663 25-29                    Male                      Germany
## 3664 30-34                    Male                       Russia
## 3665 25-29                    Male                        India
## 3666 40-44                    Male Iran, Islamic Republic of...
## 3667 35-39                    Male                        Spain
## 3668 22-24                    Male                        India
## 3669 30-34                  Female                        India
## 3670 22-24                    Male               United Kingdom
## 3671 30-34                    Male                 South Africa
## 3672 22-24                    Male                       Greece
## 3673 18-21                    Male                        India
## 3674 22-24                    Male                     Pakistan
## 3675 25-29                  Female                        Egypt
## 3676 30-34                  Female                     Thailand
## 3677 40-44                    Male                      Austria
## 3678 35-39                    Male                        Spain
## 3679 35-39                    Male                      Nigeria
## 3680 55-59                    Male                        Other
## 3681 25-29                    Male                       Sweden
## 3682 35-39                    Male                       France
## 3683 35-39                    Male     United States of America
## 3684 35-39                    Male                  Netherlands
## 3685 35-39                    Male                      Ireland
## 3686 60-69                    Male                        Italy
## 3687 25-29                    Male                       Russia
## 3688 22-24                    Male                        India
## 3689 30-34                    Male                      Austria
## 3690 30-34                    Male                      Romania
## 3691 60-69                    Male                       Taiwan
## 3692 35-39                    Male                        China
## 3693 35-39                    Male                        India
## 3694 22-24                    Male                        India
## 3695 25-29                    Male                        Other
## 3696 35-39                    Male                        Italy
## 3697 45-49                    Male                        Spain
## 3698 25-29                    Male                      Germany
## 3699 40-44                    Male                        Italy
## 3700 50-54                    Male                       France
## 3701 35-39                    Male                        Other
## 3702 55-59                    Male                      Ireland
## 3703 25-29                    Male                        India
## 3704 25-29                  Female                    Indonesia
## 3705 40-44                    Male                        India
## 3706 50-54                    Male     United States of America
## 3707 25-29                    Male                       France
## 3708 25-29                    Male                       France
## 3709 30-34                  Female                       Turkey
## 3710 30-34                  Female                     Portugal
## 3711 22-24                    Male                        Spain
## 3712 40-44                    Male                        Other
## 3713 18-21                    Male                        India
## 3714 18-21                    Male                        India
## 3715 50-54                    Male                        Spain
## 3716 35-39                    Male     United States of America
## 3717 40-44                    Male                       Russia
## 3718 30-34                    Male                        Spain
## 3719 40-44                    Male                        India
## 3720 45-49                    Male                    Australia
## 3721 40-44                    Male                       France
## 3722 18-21                    Male                        Kenya
## 3723 30-34                    Male                       France
## 3724 22-24                    Male                       Russia
## 3725 22-24                  Female                        India
## 3726 22-24                    Male                        India
## 3727 25-29                    Male                        Other
## 3728 30-34                    Male                       Russia
## 3729 45-49                    Male                        Spain
## 3730 30-34                    Male                        Other
## 3731 25-29                    Male                       Russia
## 3732 25-29                    Male                        Spain
## 3733 30-34                    Male                       Russia
## 3734 30-34                    Male                        Italy
## 3735 25-29                    Male                        India
## 3736 25-29                    Male                      Nigeria
## 3737 30-34                    Male                        India
## 3738 30-34                    Male                      Ukraine
## 3739 18-21                    Male                      Austria
## 3740 35-39                    Male                      Ukraine
## 3741 22-24                    Male                       Taiwan
## 3742 22-24                  Female                  Netherlands
## 3743 25-29                  Female                        Other
## 3744 35-39                  Female                 South Africa
## 3745 25-29                    Male                      Belarus
## 3746 30-34       Prefer not to say                      Belgium
## 3747 22-24                    Male                        Spain
## 3748 25-29                    Male                        Spain
## 3749 35-39                    Male                       Russia
## 3750 40-44                    Male                       Turkey
## 3751 25-29                    Male                        Kenya
## 3752 25-29                    Male                  Netherlands
## 3753 35-39                  Female                       Turkey
## 3754 40-44                    Male                       France
## 3755 50-54                    Male                        India
## 3756 22-24                    Male                        Other
## 3757 35-39                    Male               United Kingdom
## 3758 25-29                    Male                  South Korea
## 3759 50-54                    Male                        Italy
## 3760 25-29       Prefer not to say                       Poland
## 3761 50-54                    Male                      Morocco
## 3762 45-49                    Male                        Spain
## 3763 50-54                    Male                      Ireland
## 3764 40-44                    Male                       Russia
## 3765 18-21                    Male                        India
## 3766 25-29                    Male                  South Korea
## 3767 25-29                    Male                        India
## 3768 22-24                    Male                        India
## 3769 30-34                    Male                        India
## 3770 30-34                    Male                      Hungary
## 3771 30-34                  Female                        Spain
## 3772 25-29                    Male                        Italy
## 3773 25-29                    Male                        India
## 3774 30-34                    Male                  Netherlands
## 3775 22-24                    Male                      Nigeria
## 3776 30-34                    Male                        Other
## 3777 25-29                    Male                      Nigeria
## 3778 50-54                    Male                      Romania
## 3779 30-34                    Male                        Italy
## 3780 45-49                    Male                       France
## 3781 40-44                    Male               United Kingdom
## 3782 25-29                    Male                 South Africa
## 3783 25-29                    Male               United Kingdom
## 3784 22-24                  Female               United Kingdom
## 3785 45-49                    Male                     Portugal
## 3786 30-34                    Male                        Other
## 3787 25-29                    Male                        India
## 3788 35-39                    Male                        India
## 3789 22-24                  Female                        India
## 3790 45-49                  Female                        Spain
## 3791 35-39                    Male                       Poland
## 3792 25-29                  Female                       Russia
## 3793 35-39                    Male                    Indonesia
## 3794 30-34                    Male                       France
## 3795 25-29                    Male                      Germany
## 3796 25-29                    Male                  Netherlands
## 3797 22-24                    Male               United Kingdom
## 3798 25-29                    Male                      Tunisia
## 3799 25-29                    Male                        India
## 3800 22-24                    Male                       Turkey
## 3801 40-44                    Male                        India
## 3802 30-34                    Male                      Nigeria
## 3803 40-44                    Male                        India
## 3804 25-29                  Female                       Poland
## 3805 22-24                    Male                     Viet Nam
## 3806 35-39                    Male                        Spain
## 3807 35-39                    Male                        Italy
## 3808 25-29                    Male                       France
## 3809 35-39                    Male                        Italy
## 3810 22-24                    Male                      Nigeria
## 3811 50-54                    Male                       Canada
## 3812 60-69                    Male                       Turkey
## 3813 30-34                    Male                  South Korea
## 3814 30-34                    Male                       Poland
## 3815 25-29                    Male                       Russia
## 3816 25-29                    Male                        Other
## 3817 30-34                    Male               United Kingdom
## 3818 35-39                  Female                        Other
## 3819 40-44                  Female                       Israel
## 3820 18-21                    Male                        India
## 3821 25-29                    Male                      Denmark
## 3822 40-44                    Male                  Switzerland
## 3823 35-39                    Male                       Turkey
## 3824 35-39                    Male               United Kingdom
## 3825 25-29                    Male                        Other
## 3826 25-29                    Male                        Spain
## 3827 60-69                    Male               United Kingdom
## 3828 22-24                    Male                        China
## 3829 22-24                    Male                        India
## 3830 25-29                    Male                  South Korea
## 3831 22-24                    Male                       France
## 3832 25-29                    Male                        India
## 3833 30-34                    Male                        Spain
## 3834 30-34                  Female               United Kingdom
## 3835 35-39                  Female               United Kingdom
## 3836 35-39                  Female               United Kingdom
## 3837 25-29                    Male                        India
## 3838 45-49                    Male                        Italy
## 3839 25-29                    Male                        Spain
## 3840 25-29                  Female                       Turkey
## 3841 50-54                    Male                        Spain
## 3842 30-34                    Male                       France
## 3843 18-21                  Female               United Kingdom
## 3844 30-34                    Male                       France
## 3845 35-39                  Female                        Kenya
## 3846 22-24                    Male                        India
## 3847 25-29                    Male                       France
## 3848 22-24                    Male                       France
## 3849 25-29                    Male                     Pakistan
## 3850 22-24                  Female                       Turkey
## 3851 35-39                    Male                      Nigeria
## 3852 25-29                    Male               United Kingdom
## 3853 22-24                    Male                        India
## 3854 30-34                    Male                        Spain
## 3855 22-24                    Male                        India
## 3856 25-29                  Female                        India
## 3857 35-39                    Male                      Germany
## 3858 25-29                    Male                        Other
## 3859 30-34                    Male                       Russia
## 3860 30-34                    Male                      Germany
## 3861 25-29                  Female                      Nigeria
## 3862 30-34                    Male                        Other
## 3863 22-24                  Female                       Russia
## 3864 25-29                    Male                       Mexico
## 3865 55-59                    Male                       France
## 3866 40-44                    Male                    Australia
## 3867 40-44                    Male                        Other
## 3868 45-49                    Male                        Japan
## 3869 25-29                  Female                        India
## 3870 30-34                    Male                      Germany
## 3871 18-21                    Male                        India
## 3872 22-24                    Male                        India
## 3873 30-34                    Male                  Netherlands
## 3874 25-29                    Male                       France
## 3875 22-24                  Female                        China
## 3876 35-39                    Male                      Germany
## 3877 22-24                  Female                    Indonesia
## 3878 30-34                  Female                        Spain
## 3879 18-21                    Male                        India
## 3880 22-24                    Male                        Spain
## 3881 22-24                    Male                      Morocco
## 3882 30-34                    Male                        Other
## 3883 40-44                  Female               United Kingdom
## 3884 25-29                    Male                      Germany
## 3885 25-29                    Male                        Italy
## 3886 25-29       Prefer not to say                        Italy
## 3887 22-24                    Male                        India
## 3888 35-39                    Male                     Portugal
## 3889 30-34                    Male                      Ireland
## 3890 22-24                    Male                      Ireland
## 3891 25-29                  Female                      Germany
## 3892 30-34                    Male                      Germany
## 3893 35-39                    Male                        Spain
## 3894 25-29                    Male                  Netherlands
## 3895 35-39                  Female                        India
## 3896 35-39                  Female                        India
## 3897 30-34                    Male                        Italy
## 3898 18-21                    Male                        Spain
## 3899 25-29                    Male                  Netherlands
## 3900 45-49                    Male                      Nigeria
## 3901 30-34                    Male                      Nigeria
## 3902 18-21                    Male                        India
## 3903 45-49                    Male                      Germany
## 3904 45-49                    Male                        Spain
## 3905 45-49                  Female                     Portugal
## 3906 40-44                    Male                        India
## 3907 35-39                    Male                        India
## 3908 35-39                    Male                        Other
## 3909 25-29                  Female                        Spain
## 3910 18-21                    Male                        India
## 3911 25-29                    Male                      Nigeria
## 3912 25-29                    Male                        India
## 3913 25-29                    Male                  Netherlands
## 3914 30-34                    Male                        Egypt
## 3915 40-44                    Male                        Other
## 3916 35-39                    Male                       Israel
## 3917 30-34                    Male                      Austria
## 3918 45-49                  Female                       Poland
## 3919 50-54                    Male               United Kingdom
## 3920 35-39                  Female                      Germany
## 3921 55-59                    Male                        Italy
## 3922 35-39                    Male                      Denmark
## 3923 25-29                    Male                   Bangladesh
## 3924 25-29                    Male                  Netherlands
## 3925 25-29                  Female                       Poland
## 3926 22-24                    Male                        Other
## 3927 25-29                    Male                        Kenya
## 3928 30-34                    Male                      Ukraine
## 3929 25-29                    Male                      Germany
## 3930 25-29                    Male               United Kingdom
## 3931 30-34                    Male                       Russia
## 3932 30-34                    Male                        Italy
## 3933 25-29                    Male                        India
## 3934 35-39                    Male                        India
## 3935 22-24                    Male                        India
## 3936 35-39                  Female                       Taiwan
## 3937 18-21                    Male                        India
## 3938 35-39                    Male                        Other
## 3939 25-29                    Male                        India
## 3940 50-54                  Female                      Ukraine
## 3941 45-49                    Male                  South Korea
## 3942 25-29                    Male                     Viet Nam
## 3943 30-34                    Male                      Germany
## 3944 35-39                    Male                      Morocco
## 3945 25-29                  Female                     Portugal
## 3946 35-39                    Male                        Other
## 3947 35-39                    Male                       Russia
## 3948 40-44                    Male                       France
## 3949 25-29                    Male                       Russia
## 3950 25-29                    Male                      Nigeria
## 3951 22-24                    Male                       Taiwan
## 3952 30-34                    Male                        China
## 3953 25-29                    Male                        China
## 3954 30-34                  Female                        India
## 3955 25-29                    Male                     Portugal
## 3956 25-29                    Male                        India
## 3957 25-29                  Female               United Kingdom
## 3958   70+       Prefer not to say                        Other
## 3959 22-24                    Male                        Spain
## 3960 50-54                    Male                 South Africa
## 3961 25-29                    Male                        Italy
## 3962 30-34                    Male                    Australia
## 3963 55-59                    Male                      Ireland
## 3964 18-21                    Male                        India
## 3965 25-29                    Male                    Indonesia
## 3966 30-34                  Female                        Spain
## 3967 50-54                    Male                       Sweden
## 3968 22-24                    Male                       Russia
## 3969 22-24                    Male                        India
## 3970 25-29                    Male                        China
## 3971 35-39                    Male                        India
## 3972 60-69                    Male               United Kingdom
## 3973 45-49                    Male                      Romania
## 3974 25-29                  Female                     Portugal
## 3975 25-29                    Male                      Germany
## 3976 22-24                    Male                       Turkey
## 3977 22-24                    Male                       France
## 3978 30-34                    Male                      Hungary
## 3979 35-39                    Male                        Kenya
## 3980 45-49                    Male                        Spain
## 3981 18-21                    Male                        Other
## 3982 35-39                    Male                 South Africa
## 3983 35-39                    Male                        Other
## 3984 22-24                    Male                      Nigeria
## 3985 50-54                    Male                      Morocco
## 3986 22-24                    Male                       Turkey
## 3987 30-34                    Male                      Germany
## 3988 18-21                    Male                        India
## 3989 18-21                    Male                   Bangladesh
## 3990 35-39                    Male                     Pakistan
## 3991 25-29                    Male                       Russia
## 3992 50-54                    Male                    Australia
## 3993 25-29                    Male                    Singapore
## 3994 25-29                  Female                      Germany
## 3995 25-29                    Male               United Kingdom
## 3996 30-34                    Male                      Nigeria
## 3997 18-21                    Male                        India
## 3998 35-39                    Male                      Morocco
## 3999 35-39                    Male                        Other
## 4000 25-29                  Female                       France
## 4001 18-21                    Male                        India
## 4002 25-29                    Male                      Nigeria
## 4003 18-21                    Male                        China
## 4004 55-59                    Male                      Germany
## 4005 40-44                    Male                      Ireland
## 4006 30-34                    Male                       Russia
## 4007 25-29                    Male                      Tunisia
## 4008 30-34                    Male                        Spain
## 4009 25-29                    Male                        India
## 4010 25-29                  Female                        India
## 4011 22-24                    Male                      Morocco
## 4012 18-21                    Male                        Kenya
## 4013 30-34                    Male                        Other
## 4014 22-24                    Male                      Nigeria
## 4015 25-29                    Male                       Brazil
## 4016 18-21                    Male                        India
## 4017 40-44                    Male               United Kingdom
## 4018 22-24                    Male                 Saudi Arabia
## 4019 55-59                    Male                        Spain
## 4020 25-29                    Male               Czech Republic
## 4021 45-49                  Female                      Belgium
## 4022 25-29                  Female                      Germany
## 4023 22-24                    Male                       Poland
## 4024 50-54                    Male                        India
## 4025 25-29                    Male                        Italy
## 4026 30-34                  Female                      Denmark
## 4027 55-59                  Female                        Japan
## 4028 25-29                  Female                        Other
## 4029 25-29                  Female                       Taiwan
## 4030 30-34 Prefer to self-describe               United Kingdom
## 4031 25-29                    Male                        India
## 4032 40-44                    Male                  South Korea
## 4033 25-29                    Male                        India
## 4034 22-24                  Female                        Spain
## 4035 25-29                    Male                       France
## 4036 35-39                    Male                        Other
## 4037 30-34                    Male                       Russia
## 4038 45-49                    Male               United Kingdom
## 4039 50-54                    Male               United Kingdom
## 4040 25-29                    Male                        Japan
## 4041 30-34                  Female                     Thailand
## 4042 55-59                    Male               United Kingdom
## 4043 30-34                    Male                      Germany
## 4044 18-21                    Male                       Greece
## 4045 45-49       Prefer not to say                      Belgium
## 4046 22-24                  Female                        Italy
## 4047 55-59                  Female                  Netherlands
## 4048 25-29                    Male                 South Africa
## 4049 30-34                    Male                        India
## 4050 25-29                  Female                        India
## 4051 30-34                    Male                        India
## 4052 22-24                    Male                    Indonesia
## 4053 40-44                    Male                     Pakistan
## 4054 22-24                    Male                        Spain
## 4055 35-39                    Male                        India
## 4056 25-29                    Male                        Other
## 4057 40-44                    Male                       Brazil
## 4058 45-49 Prefer to self-describe                      Germany
## 4059 22-24                  Female                       Russia
## 4060 25-29                    Male                        Spain
## 4061 35-39                  Female                      Ireland
## 4062 22-24                    Male                        India
## 4063 25-29                    Male                      Nigeria
## 4064 45-49                  Female                        Spain
## 4065 22-24                    Male                       Taiwan
## 4066 18-21                    Male                        India
## 4067 22-24                    Male                        Spain
## 4068 55-59                    Male                      Germany
## 4069 35-39                    Male               United Kingdom
## 4070 40-44                    Male                      Algeria
## 4071 18-21                    Male                      Morocco
## 4072 25-29                    Male                      Denmark
## 4073 22-24                  Female                     Pakistan
## 4074 35-39                    Male                      Germany
## 4075 30-34                    Male                     Malaysia
## 4076 18-21                    Male                       Poland
## 4077 30-34                    Male                        Other
## 4078 50-54                    Male                        Italy
## 4079 22-24                    Male                     Portugal
## 4080 30-34                    Male                  Netherlands
## 4081 30-34                    Male                   Bangladesh
## 4082 18-21                    Male                        India
## 4083 25-29                    Male                      Germany
## 4084 35-39                    Male                       Russia
## 4085 25-29                  Female                    Indonesia
## 4086 22-24                    Male                        Egypt
## 4087 25-29                    Male                      Hungary
## 4088 60-69                    Male                      Belgium
## 4089 25-29                    Male                        Other
## 4090 30-34                    Male               Czech Republic
## 4091 22-24                    Male                    Indonesia
## 4092 35-39                    Male               United Kingdom
## 4093 22-24                    Male                        India
## 4094 25-29                    Male               United Kingdom
## 4095 25-29                    Male                      Nigeria
## 4096 22-24                    Male                        India
## 4097 22-24                    Male                       Taiwan
## 4098 25-29                  Female                       Sweden
## 4099 25-29                    Male                      Germany
## 4100 40-44                    Male                      Ukraine
## 4101 30-34                    Male                       Poland
## 4102 40-44                  Female                       Turkey
## 4103 22-24                    Male                        Other
## 4104 45-49                    Male                       France
## 4105 25-29                  Female                      Austria
## 4106 25-29       Prefer not to say                       France
## 4107 22-24                    Male                      Morocco
## 4108 22-24                    Male                 Saudi Arabia
## 4109 18-21                    Male                      Nigeria
## 4110 30-34                    Male                       France
## 4111 30-34                    Male                      Austria
## 4112 22-24                  Female                      Nigeria
## 4113 25-29                  Female                      Nigeria
## 4114 30-34                    Male                        Other
## 4115 35-39                    Male                      Germany
## 4116 25-29                    Male                       Brazil
## 4117 25-29                    Male                       Brazil
## 4118 35-39                    Male                        Spain
## 4119 30-34                    Male                        India
## 4120 40-44                    Male                       Taiwan
## 4121 25-29                  Female                       Russia
## 4122 30-34                    Male                        Other
## 4123 25-29                    Male                        Japan
## 4124 30-34                    Male                     Portugal
## 4125 25-29                    Male                      Germany
## 4126 30-34                    Male                      Germany
## 4127 18-21                    Male                        India
## 4128 22-24                    Male                        India
## 4129 25-29                    Male                       Greece
## 4130 18-21                  Female                        India
## 4131 18-21                    Male                       Canada
## 4132 18-21                    Male                        India
## 4133 18-21                    Male                        India
## 4134 55-59                  Female                        Spain
## 4135 22-24                    Male                      Ukraine
## 4136 35-39                    Male                        Japan
## 4137 18-21                  Female                        India
## 4138 35-39                    Male                       Greece
## 4139 22-24                    Male                        India
## 4140 30-34                    Male                  Netherlands
## 4141 25-29                    Male                        China
## 4142 18-21                    Male                        India
## 4143 40-44                    Male                       Canada
## 4144 18-21                    Male                        India
## 4145 18-21                    Male                        India
## 4146 22-24                    Male                      Nigeria
## 4147 22-24                    Male                       Russia
## 4148 40-44                    Male                        Other
## 4149 25-29                    Male                        Italy
## 4150 22-24                  Female                        Spain
## 4151 18-21                    Male                        India
## 4152 18-21                  Female                        India
## 4153 30-34                    Male                      Belarus
## 4154 18-21                    Male                        India
## 4155 25-29                    Male                      Nigeria
## 4156 45-49                    Male                       France
## 4157 25-29                    Male                        India
## 4158 55-59                  Female               United Kingdom
## 4159 35-39                  Female     United States of America
## 4160 30-34                    Male                        India
## 4161 18-21                    Male                        India
## 4162 25-29                    Male                       Turkey
## 4163 25-29                  Female                        China
## 4164 35-39                  Female                  Netherlands
## 4165 25-29                    Male                      Ukraine
## 4166 18-21                    Male                       Russia
## 4167 25-29                    Male                       Brazil
## 4168 25-29                    Male                      Germany
## 4169 22-24                    Male                   Bangladesh
## 4170 30-34                    Male                       Turkey
## 4171 30-34                  Female                       Canada
## 4172 25-29                    Male                        India
## 4173 35-39                    Male                        India
## 4174 22-24                    Male                     Pakistan
## 4175 45-49                    Male                        Other
## 4176 25-29                    Male                      Romania
## 4177 25-29                    Male                        India
## 4178 18-21                  Female                        India
## 4179 30-34                    Male                        China
## 4180 22-24                    Male                      Nigeria
## 4181 55-59                    Male                  Switzerland
## 4182 25-29                  Female                       Turkey
## 4183 40-44                    Male                        India
## 4184 18-21                    Male                        India
## 4185 30-34                  Female                      Nigeria
## 4186 35-39                    Male                        Italy
## 4187 30-34                    Male                        India
## 4188 18-21                  Female                        India
## 4189 40-44                    Male                        Italy
## 4190 30-34                    Male                        Spain
## 4191 25-29                    Male                       Russia
## 4192 50-54                    Male                        Kenya
## 4193 22-24                  Female                        Japan
## 4194 25-29                    Male                        Other
## 4195 30-34                    Male                       Russia
## 4196 30-34                  Female                      Germany
## 4197 55-59                    Male                      Algeria
## 4198 25-29                    Male                   Bangladesh
## 4199 30-34                    Male                      Germany
## 4200 18-21                    Male                        India
## 4201 30-34                    Male               United Kingdom
## 4202 25-29                  Female                       Russia
## 4203 35-39                  Female                        Other
## 4204 22-24                    Male                      Nigeria
## 4205 40-44                  Female                        Spain
## 4206 18-21                    Male                        China
## 4207 18-21                    Male                        India
## 4208 35-39                  Female                    Australia
## 4209 40-44                    Male                  Switzerland
## 4210 25-29                    Male                        India
## 4211 25-29                    Male                        India
## 4212 30-34                    Male                        Other
## 4213 50-54                    Male                        Spain
## 4214 30-34                    Male                       Israel
## 4215 35-39                    Male                        Other
## 4216 25-29                    Male                        India
## 4217 18-21                    Male                        India
## 4218 30-34                  Female               United Kingdom
## 4219 55-59                    Male                       Brazil
## 4220 22-24                  Female                        India
## 4221 22-24                    Male                     Portugal
## 4222 22-24                  Female                      Algeria
## 4223 30-34                    Male               United Kingdom
## 4224 25-29                    Male                        Italy
## 4225 35-39                    Male                        India
## 4226 45-49                    Male                       Mexico
## 4227 25-29                    Male                      Germany
## 4228 25-29                    Male                        India
## 4229 22-24                  Female                        India
## 4230 25-29                  Female                        India
## 4231 30-34                    Male                      Germany
## 4232 25-29                    Male               United Kingdom
## 4233 30-34                    Male                        Italy
## 4234 25-29                    Male                        India
## 4235 60-69                    Male                  Switzerland
## 4236 22-24                    Male                        Other
## 4237 45-49                    Male                        India
## 4238 50-54                    Male                 South Africa
## 4239 22-24                    Male                     Pakistan
## 4240 25-29                  Female                       Sweden
## 4241 45-49                    Male                       Sweden
## 4242 30-34                    Male                        Other
## 4243 40-44                    Male     United States of America
## 4244 40-44                  Female               United Kingdom
## 4245 45-49                    Male     United States of America
## 4246 25-29                    Male                       Russia
## 4247 25-29                    Male                        India
## 4248 35-39                    Male                      Ireland
## 4249 40-44                    Male                      Germany
## 4250 18-21                  Female                        Italy
## 4251 30-34                    Male               United Kingdom
## 4252 25-29                    Male                        Other
## 4253 25-29                    Male     United States of America
## 4254 30-34                    Male                        Egypt
## 4255 25-29                    Male                       Israel
## 4256 25-29                    Male                        India
## 4257 25-29                    Male                      Nigeria
## 4258 25-29                  Female                        China
## 4259 25-29                    Male                     Pakistan
## 4260 25-29                  Female                        India
## 4261 35-39                    Male                      Germany
## 4262 40-44                    Male                      Ukraine
## 4263 50-54                  Female     United States of America
## 4264 25-29                    Male                        India
## 4265 35-39                  Female               United Kingdom
## 4266 60-69                    Male                        Spain
## 4267 18-21                  Female                        India
## 4268 50-54                    Male                       Poland
## 4269 35-39                    Male                      Denmark
## 4270 30-34                  Female                        Spain
## 4271   70+ Prefer to self-describe     United States of America
## 4272 50-54                  Female                        India
## 4273 22-24                    Male                        India
## 4274 22-24                  Female                        Italy
## 4275 55-59                    Male                       Russia
## 4276 40-44                    Male                       Russia
## 4277 22-24                  Female               United Kingdom
## 4278 18-21                  Female                        India
## 4279 22-24                    Male                        India
## 4280 40-44                    Male                        India
## 4281 22-24                    Male                      Morocco
## 4282 50-54                    Male                     Portugal
## 4283 35-39       Prefer not to say                        Spain
## 4284 55-59                    Male     United States of America
## 4285 30-34                    Male                       Norway
## 4286 22-24                  Female                     Pakistan
## 4287 45-49                    Male                      Austria
## 4288 40-44                    Male                  Switzerland
## 4289 25-29                  Female                       Russia
## 4290 22-24                    Male                    Indonesia
## 4291 30-34                  Female                      Belarus
## 4292 22-24                    Male                        China
## 4293 55-59                    Male                      Germany
## 4294 22-24                    Male                   Bangladesh
## 4295 18-21                    Male                        India
## 4296 22-24                  Female                        Chile
## 4297 30-34                    Male                      Nigeria
## 4298 25-29                    Male                     Portugal
## 4299 35-39                    Male                    Australia
## 4300 30-34                    Male                     Malaysia
## 4301 40-44                    Male                        India
## 4302 22-24                  Female                       Brazil
## 4303 22-24                    Male                     Portugal
## 4304 50-54                    Male                     Portugal
## 4305 45-49                    Male                        Japan
## 4306 35-39                    Male                     Colombia
## 4307 45-49                    Male               United Kingdom
## 4308 40-44                  Female     United States of America
## 4309 40-44                    Male                        Other
## 4310 25-29                    Male                        India
## 4311 45-49                    Male                       Greece
## 4312 30-34                    Male                        Other
## 4313 35-39                    Male                        Spain
## 4314 22-24                    Male                       Russia
## 4315 18-21                  Female                        India
## 4316 30-34                  Female                        India
## 4317 22-24                    Male                     Pakistan
## 4318 30-34                    Male     United States of America
## 4319 25-29                    Male                        India
## 4320 30-34                    Male                       France
## 4321 40-44                    Male                       Brazil
## 4322 25-29                    Male                       Canada
## 4323 22-24                  Female                        India
## 4324 40-44                    Male                  Switzerland
## 4325 25-29                    Male               United Kingdom
## 4326 22-24                    Male                       Brazil
## 4327 22-24                    Male                       Brazil
## 4328 40-44       Prefer not to say                        Other
## 4329 45-49                    Male                       Brazil
## 4330 25-29                    Male                      Morocco
## 4331 50-54                    Male                        Other
## 4332 25-29                    Male                     Portugal
## 4333 25-29                    Male                        Other
## 4334 22-24                  Female                    Indonesia
## 4335 30-34                  Female                      Nigeria
## 4336 25-29                  Female                       Brazil
## 4337 35-39                  Female                       Brazil
## 4338 18-21                  Female     United States of America
## 4339 22-24                    Male                        India
## 4340 50-54                    Male                        Spain
## 4341 35-39                    Male                        Other
## 4342 25-29                    Male                     Portugal
## 4343   70+                    Male                       Israel
## 4344 25-29                  Female                      Germany
## 4345 18-21                    Male                        India
## 4346 55-59                    Male                        Spain
## 4347 30-34                    Male     United States of America
## 4348 22-24                    Male                        Other
## 4349 55-59                    Male     United States of America
## 4350 45-49                  Female                       Norway
## 4351 30-34                    Male                      Nigeria
## 4352 18-21                    Male                       Brazil
## 4353 18-21                    Male                     Thailand
## 4354 18-21                    Male                        Other
## 4355 35-39                    Male                       France
## 4356 25-29                    Male                       Poland
## 4357 40-44                  Female                        India
## 4358 30-34                    Male                    Argentina
## 4359 25-29                  Female     United States of America
## 4360 30-34                    Male                       Russia
## 4361 25-29                    Male     United States of America
## 4362 40-44                    Male                        Other
## 4363 35-39                    Male                        India
## 4364 30-34                    Male                       Russia
## 4365 30-34       Prefer not to say                       Russia
## 4366 50-54                    Male                       Brazil
## 4367 35-39                  Female                       Brazil
## 4368 25-29                    Male                  South Korea
## 4369 30-34                    Male                       Greece
## 4370 25-29                    Male                     Malaysia
## 4371 30-34                    Male                       Russia
## 4372 40-44                    Male     United States of America
## 4373 35-39                  Female     United States of America
## 4374 35-39                    Male                       France
## 4375 45-49                    Male                       Canada
## 4376 25-29                  Female                      Ukraine
## 4377 22-24                    Male                        India
## 4378 50-54                    Male     United States of America
## 4379 25-29                    Male                        India
## 4380 45-49                    Male               United Kingdom
## 4381 40-44                    Male     United States of America
## 4382 45-49                    Male                        India
## 4383 50-54                  Female     United States of America
## 4384 50-54                  Female                       Canada
## 4385 25-29                  Female                       Brazil
## 4386 25-29                  Female                        India
## 4387 18-21                    Male                       Brazil
## 4388 25-29                  Female                        Other
## 4389 22-24                    Male                       Poland
## 4390 22-24                  Female                        India
## 4391 18-21                    Male                      Nigeria
## 4392 25-29                    Male                 South Africa
## 4393 18-21                  Female                        India
## 4394 22-24                  Female                        Other
## 4395 22-24                    Male               United Kingdom
## 4396 22-24                    Male                        India
## 4397 30-34                    Male               United Kingdom
## 4398 18-21                  Female                        Kenya
## 4399 25-29                    Male                       Brazil
## 4400 18-21                    Male                      Nigeria
## 4401 30-34                  Female                        India
## 4402 25-29                  Female                      Hungary
## 4403 25-29                    Male            Republic of Korea
## 4404 25-29                    Male                        Italy
## 4405 35-39                    Male                       Brazil
## 4406 22-24                    Male                       Brazil
## 4407 25-29                    Male                        Other
## 4408 25-29                    Male                        India
## 4409 22-24                    Male                       Brazil
## 4410 18-21                  Female                        India
## 4411 22-24                  Female                        India
## 4412 22-24                    Male                       Brazil
## 4413 22-24                    Male                      Ukraine
## 4414 25-29                    Male Iran, Islamic Republic of...
## 4415 22-24                  Female                       Greece
## 4416 45-49                    Male                       Brazil
## 4417 25-29                    Male                        India
## 4418 22-24                  Female                        Other
## 4419 25-29                    Male                        India
## 4420 22-24                    Male                        China
## 4421 30-34                    Male                    Australia
## 4422 25-29                    Male     United States of America
## 4423 30-34                    Male     United States of America
## 4424 18-21                    Male                        India
## 4425 30-34                    Male                       France
## 4426 25-29                    Male                       France
## 4427 18-21                    Male                        India
## 4428 40-44                    Male                       France
## 4429 22-24                    Male                      Austria
## 4430 35-39                    Male     United States of America
## 4431 30-34                    Male                        India
## 4432 30-34                    Male               United Kingdom
## 4433 25-29                  Female                        Spain
## 4434 40-44                    Male     United States of America
## 4435 18-21                    Male                        India
## 4436 22-24                    Male                  Philippines
## 4437 22-24                    Male                     Pakistan
## 4438 22-24                  Female                       Taiwan
## 4439 30-34                  Female                        India
## 4440 30-34                    Male     United States of America
## 4441 22-24                    Male                      Nigeria
## 4442 35-39                    Male                        Spain
## 4443 45-49                    Male                       Canada
## 4444 18-21                    Male                        India
## 4445 45-49       Prefer not to say                    Singapore
## 4446 35-39                  Female     United States of America
## 4447 25-29                    Male                       Canada
## 4448 25-29                  Female                        India
## 4449 18-21                    Male                        India
## 4450 25-29                    Male                        Other
## 4451 22-24                    Male                        India
## 4452 30-34                    Male                        Spain
## 4453 25-29       Prefer not to say                        India
## 4454 25-29                    Male                    Indonesia
## 4455 40-44                    Male               United Kingdom
## 4456 30-34                    Male                    Australia
## 4457 30-34                    Male                        India
## 4458 22-24                    Male                       Canada
## 4459 45-49                    Male                  South Korea
## 4460 40-44                    Male                       Brazil
## 4461 45-49                    Male                        India
## 4462 25-29                  Female                       Brazil
## 4463 35-39                    Male                      Germany
## 4464 50-54                    Male                       Brazil
## 4465 30-34                    Male                        India
## 4466 30-34                    Male                        India
## 4467 35-39                    Male                       Brazil
## 4468 18-21                    Male                      Germany
## 4469 25-29                    Male                       Brazil
## 4470 35-39                    Male                       Brazil
## 4471 30-34                    Male                        India
## 4472 40-44                    Male     United States of America
## 4473 35-39                  Female                        Other
## 4474 55-59                    Male                        Italy
## 4475 18-21                    Male                        India
## 4476 40-44                    Male     United States of America
## 4477 25-29                    Male     United States of America
## 4478 30-34       Prefer not to say                      Germany
## 4479 30-34                    Male                        India
## 4480 25-29                    Male                        Other
## 4481 25-29                    Male                    Argentina
## 4482 35-39                    Male               United Kingdom
## 4483 50-54                    Male               United Kingdom
## 4484 45-49                    Male                  South Korea
## 4485 45-49                    Male                       Brazil
## 4486 22-24                    Male                      Tunisia
## 4487 18-21                    Male                        India
## 4488 35-39                    Male                        India
## 4489 22-24                    Male                       Poland
## 4490 35-39                    Male                       France
## 4491 25-29                    Male                        China
## 4492 22-24                  Female                        China
## 4493 35-39       Prefer not to say                        India
## 4494 25-29                    Male                        Italy
## 4495 35-39                    Male                     Portugal
## 4496 18-21                    Male                        India
## 4497 60-69                    Male     United States of America
## 4498 18-21                  Female                        India
## 4499 22-24                  Female                        Egypt
## 4500 25-29                    Male     United States of America
## 4501 22-24                    Male                        India
## 4502 40-44                  Female                        Spain
## 4503 25-29                    Male                        Other
## 4504 40-44                    Male                        India
## 4505 18-21                  Female                        India
## 4506 50-54                    Male                       Brazil
## 4507 25-29                  Female                        Egypt
## 4508 40-44                    Male     United States of America
## 4509 35-39                    Male                       Brazil
## 4510 25-29                    Male                       Brazil
## 4511 22-24                    Male                        India
## 4512 30-34                    Male                        India
## 4513 25-29                    Male                  South Korea
## 4514 22-24                    Male                        India
## 4515 45-49                  Female                       Russia
## 4516 60-69                    Male     United States of America
## 4517 30-34                    Male                       Turkey
## 4518 55-59                    Male                       Israel
## 4519 50-54                  Female               United Kingdom
## 4520 22-24                    Male                        Italy
## 4521 25-29                    Male                       Brazil
## 4522 35-39                    Male                       Greece
## 4523 18-21                    Male                        India
## 4524 25-29                  Female                        Italy
## 4525 25-29                    Male                        Italy
## 4526 35-39                    Male     United States of America
## 4527 60-69                    Male     United States of America
## 4528 22-24                    Male                      Morocco
## 4529 22-24                    Male                       Brazil
## 4530 30-34                    Male                        Spain
## 4531 30-34                    Male                        India
## 4532 55-59                    Male     United States of America
## 4533 25-29                    Male                        India
## 4534 25-29                    Male                       Brazil
## 4535 18-21                  Female                        India
## 4536 45-49                    Male                        Spain
## 4537 22-24                    Male                  Netherlands
## 4538 30-34                    Male     United States of America
## 4539 45-49                    Male     United States of America
## 4540 35-39                  Female                      Nigeria
## 4541 25-29                    Male                       Brazil
## 4542 25-29                    Male                      Germany
## 4543 55-59                    Male                       Brazil
## 4544 22-24                    Male                     Pakistan
## 4545 35-39                    Male                      Germany
## 4546 30-34                    Male               United Kingdom
## 4547 45-49                    Male                      Belarus
## 4548 30-34                    Male                        Chile
## 4549 55-59                    Male     United States of America
## 4550 18-21                    Male                        Other
## 4551 22-24                    Male                        India
## 4552 25-29                    Male                       Sweden
## 4553 35-39       Prefer not to say                      Nigeria
## 4554 30-34                    Male                       Turkey
## 4555 35-39                  Female     United States of America
## 4556 25-29                    Male                        Other
## 4557 35-39                    Male                      Germany
## 4558 25-29                  Female                      Ukraine
## 4559 35-39                    Male     United States of America
## 4560 50-54                    Male                      Hungary
## 4561 22-24                  Female                    Indonesia
## 4562 30-34                    Male                       Turkey
## 4563 25-29                    Male                       Brazil
## 4564 22-24                    Male                       Brazil
## 4565 30-34                    Male                       Brazil
## 4566 45-49                    Male                       Canada
## 4567 45-49                    Male                      Germany
## 4568 18-21                    Male                        India
## 4569 30-34                    Male                        Spain
## 4570 35-39                    Male                        Other
## 4571 25-29                  Female                        India
## 4572 25-29                    Male                        Other
## 4573 45-49                    Male                       Brazil
## 4574 40-44                    Male                       Greece
## 4575 25-29                  Female                       Brazil
## 4576 18-21                    Male                      Nigeria
## 4577 40-44                  Female                       Canada
## 4578 22-24                    Male                        India
## 4579 25-29                    Male     United States of America
## 4580 35-39                    Male                        Italy
## 4581 25-29                    Male                      Austria
## 4582 30-34                    Male                  Philippines
## 4583 25-29                    Male                       Brazil
## 4584 22-24                    Male                        Italy
## 4585 25-29                    Male                        Other
## 4586 22-24                    Male                        Egypt
## 4587 25-29                    Male     United States of America
## 4588 35-39                  Female                       Brazil
## 4589 18-21                    Male                      Ukraine
## 4590 22-24                  Female                    Indonesia
## 4591 35-39                    Male     United States of America
## 4592 22-24                    Male                      Germany
## 4593 22-24                    Male                        Kenya
## 4594 18-21                    Male                        Other
## 4595 25-29                  Female                        Spain
## 4596 35-39                    Male               United Kingdom
## 4597 22-24                  Female                      Nigeria
## 4598 22-24                    Male               United Kingdom
## 4599 25-29                    Male                        China
## 4600 40-44                    Male                       Russia
## 4601 50-54                    Male                     Colombia
## 4602 40-44                    Male                       Brazil
## 4603 25-29                    Male     United States of America
## 4604 30-34                    Male                        Other
## 4605 30-34                    Male                        Spain
## 4606 22-24                    Male                      Morocco
## 4607 35-39                    Male                        Japan
## 4608 60-69                    Male                      Belgium
## 4609 25-29                    Male                      Austria
## 4610 25-29                    Male                       Taiwan
## 4611 40-44                    Male     United States of America
## 4612 30-34                    Male     United States of America
## 4613 55-59                    Male                        Chile
## 4614 30-34                    Male                       Russia
## 4615 55-59                    Male                       Brazil
## 4616 35-39                    Male     United States of America
## 4617 22-24                    Male                        Kenya
## 4618 25-29                    Male                        Italy
## 4619 40-44                    Male                       Poland
## 4620   70+                    Male     United States of America
## 4621 25-29                    Male     United States of America
## 4622 18-21                    Male                        India
## 4623 50-54                  Female     United States of America
## 4624 25-29                    Male                        Other
## 4625 40-44                    Male                      Germany
## 4626 35-39                    Male                       France
## 4627 40-44                  Female                        Other
## 4628 55-59                    Male                       Russia
## 4629 22-24                    Male                        China
## 4630 22-24                  Female                  South Korea
## 4631 55-59                    Male     United States of America
## 4632 35-39                    Male     United States of America
## 4633 40-44                    Male                        Other
## 4634 45-49                    Male                 Saudi Arabia
## 4635 22-24                    Male                         Peru
## 4636 18-21                    Male                       Brazil
## 4637 50-54                    Male     United States of America
## 4638 22-24                  Female                        India
## 4639 22-24                    Male                     Pakistan
## 4640 30-34                    Male                        Japan
## 4641 50-54                    Male                        Japan
## 4642 22-24                    Male                       Brazil
## 4643 18-21                    Male                  South Korea
## 4644 50-54                    Male                       Canada
## 4645 30-34                    Male                        India
## 4646 45-49                    Male     United States of America
## 4647 40-44                    Male                       Brazil
## 4648 60-69                    Male                        Chile
## 4649 25-29                    Male                        Other
## 4650 50-54                    Male     United States of America
## 4651 40-44                    Male                        Spain
## 4652 35-39                    Male                       Canada
## 4653 25-29                    Male                     Colombia
## 4654 35-39                    Male                      Nigeria
## 4655 35-39                    Male                        Chile
## 4656 25-29                    Male                       France
## 4657 22-24                    Male                        India
## 4658 25-29                    Male     United States of America
## 4659 40-44                    Male                       Brazil
## 4660 22-24                    Male                        India
## 4661 50-54                    Male                      Belgium
## 4662 25-29                    Male                 South Africa
## 4663 35-39                    Male                     Portugal
## 4664 35-39                    Male                         Peru
## 4665 35-39                    Male                       Brazil
## 4666 25-29                  Female                       Brazil
## 4667 40-44                    Male                        Other
## 4668 30-34                    Male                       Brazil
## 4669 22-24                  Female                       Mexico
## 4670 50-54                    Male     United States of America
## 4671 50-54                    Male               United Kingdom
## 4672 22-24                  Female     United States of America
## 4673 30-34                  Female                    Argentina
## 4674 35-39                    Male     United States of America
## 4675 22-24                    Male     United States of America
## 4676 60-69                    Male                  Switzerland
## 4677 45-49                    Male                       Canada
## 4678 22-24                    Male                        India
## 4679 22-24                    Male               United Kingdom
## 4680 45-49                  Female                      Ireland
## 4681 22-24                    Male                        India
## 4682 25-29                  Female     United States of America
## 4683 25-29                    Male                  South Korea
## 4684 25-29                    Male                         Peru
## 4685 40-44                    Male                       France
## 4686   70+                    Male                       Russia
## 4687 22-24                    Male                        India
## 4688 55-59                    Male                       Sweden
## 4689 18-21                    Male                        India
## 4690 30-34                    Male                       Sweden
## 4691 18-21                    Male                       Brazil
## 4692 45-49                    Male                       Turkey
## 4693 35-39                    Male                       Turkey
## 4694 35-39                    Male                       Russia
## 4695 40-44                    Male                       Brazil
## 4696 25-29                  Female                        Chile
## 4697 18-21                    Male                       Brazil
## 4698 35-39                    Male                    Australia
## 4699 35-39                    Male                        Chile
## 4700 25-29                    Male                        India
## 4701 25-29                  Female                  South Korea
## 4702 18-21                  Female                        India
## 4703 22-24                    Male                     Pakistan
## 4704 55-59                    Male     United States of America
## 4705 50-54                    Male                      Austria
## 4706 30-34                    Male     United States of America
## 4707 18-21                  Female                       Brazil
## 4708 25-29                    Male               United Kingdom
## 4709 18-21                    Male                        India
## 4710 30-34                    Male                       Taiwan
## 4711 30-34                    Male                        Spain
## 4712 18-21                  Female                        India
## 4713 25-29                    Male                       Sweden
## 4714 30-34                  Female                     Colombia
## 4715 35-39                    Male     United States of America
## 4716 30-34                    Male     United States of America
## 4717 25-29                  Female                        Chile
## 4718 35-39                    Male                       Canada
## 4719 30-34                    Male                        Chile
## 4720 60-69                    Male                        Japan
## 4721 18-21                    Male                        India
## 4722 25-29                    Male                       Russia
## 4723 22-24                  Female                        India
## 4724 50-54                    Male     United States of America
## 4725 40-44                    Male                      Austria
## 4726 25-29                  Female                        Other
## 4727 25-29                  Female     United States of America
## 4728 40-44                    Male                     Pakistan
## 4729 40-44                  Female                      Hungary
## 4730 55-59                    Male               United Kingdom
## 4731 22-24                  Female                       Poland
## 4732 30-34                    Male     United States of America
## 4733 22-24                    Male     United States of America
## 4734 30-34                    Male     United States of America
## 4735 35-39                    Male                        India
## 4736 18-21                    Male                        India
## 4737 18-21                    Male                        India
## 4738 30-34                    Male                        Japan
## 4739 30-34                    Male                       Canada
## 4740 35-39                    Male                       Brazil
## 4741 22-24                  Female                      Belarus
## 4742 45-49                    Male                       Canada
## 4743 25-29                    Male     United States of America
## 4744 35-39                    Male                     Colombia
## 4745   70+                    Male     United States of America
## 4746 22-24                    Male                       Canada
## 4747 22-24                  Female                     Pakistan
## 4748 35-39                    Male                      Nigeria
## 4749 25-29                  Female                     Colombia
## 4750 22-24                    Male     United States of America
## 4751 18-21                    Male                        Kenya
## 4752 30-34                  Female     United States of America
## 4753 35-39                    Male                        Spain
## 4754 25-29                    Male                      Germany
## 4755 45-49                    Male                     Portugal
## 4756 18-21                    Male                        China
## 4757 40-44                    Male     United States of America
## 4758 40-44       Prefer not to say     United States of America
## 4759 25-29                    Male                      Belgium
## 4760 50-54                    Male     United States of America
## 4761 40-44                    Male     United States of America
## 4762 22-24                    Male                        India
## 4763 35-39                    Male                    Argentina
## 4764 35-39                    Male     United States of America
## 4765 18-21                    Male                        India
## 4766 25-29                    Male                        India
## 4767 18-21                    Male                        India
## 4768 45-49                  Female                    Argentina
## 4769 30-34                    Male                      Germany
## 4770 35-39                    Male                       Mexico
## 4771 35-39                    Male                     Colombia
## 4772 18-21                    Male                     Colombia
## 4773 22-24                  Female     United States of America
## 4774 40-44                  Female     United States of America
## 4775 35-39                    Male                      Germany
## 4776 25-29                    Male               United Kingdom
## 4777 50-54                    Male                        Other
## 4778 18-21                    Male                        India
## 4779 25-29                    Male                        Chile
## 4780 40-44                    Male                        Spain
## 4781 22-24                  Female     United States of America
## 4782 25-29                    Male     United States of America
## 4783 50-54                    Male                      Germany
## 4784 18-21                    Male                        India
## 4785 25-29                    Male     United States of America
## 4786 25-29                    Male                        Chile
## 4787 18-21                    Male                        India
## 4788 30-34                    Male                       Brazil
## 4789 35-39                    Male                      Belgium
## 4790 18-21                    Male                        India
## 4791 22-24                    Male                        India
## 4792 50-54                    Male     United States of America
## 4793 60-69                  Female     United States of America
## 4794 55-59                    Male                       France
## 4795 30-34                    Male                       Mexico
## 4796 25-29                    Male     United States of America
## 4797 25-29                    Male                        India
## 4798 22-24                    Male                        Other
## 4799 25-29                    Male                        India
## 4800 40-44                    Male     United States of America
## 4801 22-24                    Male                       Mexico
## 4802 22-24                    Male                   Bangladesh
## 4803 22-24                    Male                        Italy
## 4804 45-49                  Female                       Russia
## 4805 30-34                    Male                     Pakistan
## 4806 35-39                  Female                 South Africa
## 4807 25-29                    Male                       Russia
## 4808 50-54                    Male                       Canada
## 4809 45-49                    Male                        Kenya
## 4810 25-29                    Male     United States of America
## 4811 55-59                    Male                       Poland
## 4812 22-24                  Female                      Ukraine
## 4813 30-34                  Female                        Spain
## 4814 35-39                    Male                      Tunisia
## 4815 18-21                    Male                        India
## 4816 35-39                    Male     United States of America
## 4817 25-29                    Male                      Germany
## 4818 25-29                    Male     United States of America
## 4819 45-49                    Male                     Portugal
## 4820 55-59                    Male                       Mexico
## 4821 40-44                  Female                        India
## 4822 40-44                    Male                      Belgium
## 4823 22-24                    Male     United States of America
## 4824 22-24                    Male     United States of America
## 4825 30-34                    Male                    Argentina
## 4826 25-29                    Male                        Japan
## 4827 25-29                    Male     United States of America
## 4828 30-34                    Male     United States of America
## 4829 18-21                    Male                        India
## 4830 22-24                    Male                        India
## 4831 35-39                    Male     United States of America
## 4832 25-29                    Male                       Mexico
## 4833 50-54                  Female     United States of America
## 4834 22-24                    Male                       Mexico
## 4835 35-39                  Female                       Canada
## 4836 45-49                    Male                  South Korea
## 4837 40-44                    Male     United States of America
## 4838 60-69                  Female                        India
## 4839 25-29                    Male               United Kingdom
## 4840 25-29                    Male                        India
## 4841 25-29                    Male                       Brazil
## 4842 25-29                    Male     United States of America
## 4843 30-34                  Female     United States of America
## 4844 45-49                    Male                      Ireland
## 4845 30-34                    Male                        Italy
## 4846 25-29                  Female     United States of America
## 4847 40-44                    Male                    Singapore
## 4848 22-24                    Male     United States of America
## 4849 30-34                  Female                       Canada
## 4850 60-69                    Male     United States of America
## 4851 35-39                    Male     United States of America
## 4852 35-39                  Female                        Spain
## 4853 22-24                    Male                    Argentina
## 4854 25-29                    Male                      Germany
## 4855 25-29                  Female                      Belarus
## 4856 30-34                    Male     United States of America
## 4857 60-69                    Male                       Sweden
## 4858 45-49                    Male                       Mexico
## 4859 50-54                  Female                       Canada
## 4860 35-39                    Male                  South Korea
## 4861 40-44                    Male                        Other
## 4862 18-21                    Male                        India
## 4863 40-44                    Male                        Spain
## 4864 35-39                    Male                        Italy
## 4865 18-21                    Male                        India
## 4866 40-44                    Male                      Nigeria
## 4867 25-29                    Male                     Colombia
## 4868 18-21                  Female                        India
## 4869 30-34                  Female                        Japan
## 4870 40-44                    Male     United States of America
## 4871 35-39                    Male     United States of America
## 4872 35-39                    Male                        Chile
## 4873 22-24                    Male                       Russia
## 4874 30-34                    Male     United States of America
## 4875 45-49       Prefer not to say                      Germany
## 4876 40-44                    Male                        India
## 4877 22-24                    Male                        India
## 4878 25-29                    Male                   Bangladesh
## 4879 30-34                    Male                       France
## 4880 22-24                    Male                       Russia
## 4881 30-34                    Male                        Other
## 4882 25-29                    Male     United States of America
## 4883 25-29                  Female     United States of America
## 4884 25-29                    Male                     Portugal
## 4885 22-24                  Female                       Turkey
## 4886 60-69                    Male     United States of America
## 4887 45-49                    Male                        Japan
## 4888 25-29                    Male                        Japan
## 4889 22-24                  Female               United Kingdom
## 4890 30-34                    Male                        India
## 4891 30-34                    Male                       Poland
## 4892 30-34                    Male     United States of America
## 4893 25-29                    Male                      Germany
## 4894 22-24                  Female                        India
## 4895 40-44                    Male                         Peru
## 4896 40-44                    Male                     Thailand
## 4897 25-29                    Male               United Kingdom
## 4898 30-34                    Male     United States of America
## 4899 30-34                    Male                  Netherlands
## 4900 22-24                    Male                       Brazil
## 4901 30-34                  Female     United States of America
## 4902 50-54                    Male     United States of America
## 4903 45-49                    Male                        Other
## 4904 18-21                  Female                        India
## 4905 30-34                    Male     United States of America
## 4906 35-39                    Male                       Brazil
## 4907 35-39                    Male     United States of America
## 4908 25-29                  Female     United States of America
## 4909 22-24                    Male                        Kenya
## 4910 18-21                    Male                        India
## 4911 50-54                    Male                      Germany
## 4912 40-44                    Male                      Germany
## 4913 18-21                    Male                        India
## 4914 40-44                  Female     United States of America
## 4915 30-34                    Male     United States of America
## 4916 30-34                    Male     United States of America
## 4917 30-34                    Male                       Canada
## 4918 30-34                  Female                        Japan
## 4919 22-24                  Female                       Brazil
## 4920 30-34                  Female     United States of America
## 4921 60-69                    Male                        Other
## 4922 35-39                    Male                       Israel
## 4923 25-29                    Male                        Other
## 4924 25-29                    Male                         Peru
## 4925 18-21                    Male                        Other
## 4926 30-34                    Male                       Canada
## 4927 35-39                    Male                        Chile
## 4928 30-34                    Male                       Mexico
## 4929 30-34                    Male                       Turkey
## 4930 30-34                    Male                       Brazil
## 4931 22-24                    Male                       Brazil
## 4932 30-34                    Male     United States of America
## 4933 18-21                    Male                        India
## 4934 30-34                    Male                       Brazil
## 4935 35-39                  Female     United States of America
## 4936 25-29                  Female     United States of America
## 4937 22-24                  Female                      Tunisia
## 4938 18-21                    Male                      Nigeria
## 4939 40-44                    Male                        Spain
## 4940 22-24                    Male                        Other
## 4941 25-29                    Male                        India
## 4942 60-69                    Male     United States of America
## 4943 45-49                    Male                        Other
## 4944 30-34                  Female                       Mexico
## 4945 35-39                    Male                        India
## 4946 30-34                    Male                        Spain
## 4947 45-49                    Male                  South Korea
## 4948 45-49                    Male                        Other
## 4949 45-49                  Female     United States of America
## 4950 18-21                    Male                        India
## 4951 35-39                    Male     United States of America
## 4952 50-54                    Male                     Colombia
## 4953 45-49                    Male                    Argentina
## 4954 25-29                    Male     United States of America
## 4955 40-44                  Female                       Canada
## 4956 40-44                    Male     United States of America
## 4957 18-21                    Male                        India
## 4958 18-21                    Male                        India
## 4959 50-54                    Male                    Argentina
## 4960 25-29                    Male                  Netherlands
## 4961 25-29                    Male                        India
## 4962 30-34                    Male                       Turkey
## 4963 50-54                  Female     United States of America
## 4964 18-21                  Female                        India
## 4965 30-34                  Female     United States of America
## 4966 18-21                    Male                       France
## 4967 22-24                    Male                        Other
## 4968 25-29                    Male                        China
## 4969 30-34                    Male                       Turkey
## 4970 25-29                    Male                       Brazil
## 4971 25-29                    Male                        Other
## 4972 25-29                  Female                       Canada
## 4973 25-29                    Male               United Kingdom
## 4974 45-49                    Male     United States of America
## 4975 30-34                    Male                     Colombia
## 4976 55-59                    Male     United States of America
## 4977 35-39                    Male                        India
## 4978 25-29                    Male                       Russia
## 4979 50-54                    Male     United States of America
## 4980 30-34                  Female                      Ukraine
## 4981 30-34                    Male     United States of America
## 4982 35-39                    Male     United States of America
## 4983   70+                    Male                       Russia
## 4984 40-44                  Female                       Canada
## 4985 18-21                    Male                        India
## 4986 35-39                    Male     United States of America
## 4987 25-29                    Male                  Netherlands
## 4988 22-24                  Female                       Canada
## 4989 22-24                  Female     United States of America
## 4990 22-24                    Male                        Italy
## 4991 22-24                    Male     United States of America
## 4992 35-39                    Male                       Brazil
## 4993 25-29                    Male                       Russia
## 4994 22-24                    Male                        India
## 4995 35-39                    Male                  Netherlands
## 4996 30-34                    Male     United States of America
## 4997 25-29                    Male     United States of America
## 4998 35-39                    Male                       Brazil
## 4999 40-44                    Male                        India
## 5000 35-39                    Male                      Nigeria
## 5001 25-29                  Female                        India
## 5002 30-34                  Female                       Israel
## 5003 35-39                    Male                        Other
## 5004 25-29                    Male                      Austria
## 5005 22-24                  Female                       Taiwan
## 5006 45-49                    Male               United Kingdom
## 5007 55-59                    Male     United States of America
## 5008 30-34                    Male     United States of America
## 5009 30-34                  Female           Hong Kong (S.A.R.)
## 5010 30-34                  Female     United States of America
## 5011 22-24                  Female                     Pakistan
## 5012 60-69                    Male                       France
## 5013 30-34                    Male               United Kingdom
## 5014 35-39                    Male                       Russia
## 5015 50-54                    Male     United States of America
## 5016 18-21                    Male                        India
## 5017 25-29                    Male                       Brazil
## 5018 30-34                    Male                       Canada
## 5019 18-21                    Male                        India
## 5020 25-29                  Female     United States of America
## 5021 25-29                    Male                       Brazil
## 5022 18-21                    Male                  Philippines
## 5023 55-59                    Male     United States of America
## 5024 30-34                    Male                 South Africa
## 5025 25-29                    Male                       Mexico
## 5026 18-21                    Male                        India
## 5027 35-39                    Male                      Germany
## 5028 25-29                    Male                       Canada
## 5029 35-39                    Male                      Germany
## 5030 35-39                    Male                     Pakistan
## 5031 45-49                    Male                        Japan
## 5032 45-49                    Male                       Brazil
## 5033 18-21                    Male                    Indonesia
## 5034 18-21                    Male                        Other
## 5035 35-39                    Male     United States of America
## 5036 30-34                    Male                       Russia
## 5037 25-29                    Male                        India
## 5038 30-34                    Male     United States of America
## 5039 35-39                    Male                       Brazil
## 5040 25-29                    Male                       Brazil
## 5041 50-54                  Female                       Canada
## 5042 25-29                    Male                       Canada
## 5043 25-29                    Male                       Brazil
## 5044 18-21                    Male                        India
## 5045 22-24                  Female                       Canada
## 5046 22-24                    Male     United States of America
## 5047 18-21                    Male                      Nigeria
## 5048 25-29                    Male                        Italy
## 5049 40-44                  Female                       Brazil
## 5050 35-39                    Male                    Argentina
## 5051 25-29                    Male                       Brazil
## 5052 25-29                  Female                      Tunisia
## 5053 22-24                    Male                        India
## 5054 60-69                    Male                      Ukraine
## 5055 40-44                    Male                        Other
## 5056 35-39                    Male     United States of America
## 5057 35-39                    Male                      Germany
## 5058 50-54                    Male     United States of America
## 5059 22-24                    Male     United States of America
## 5060 60-69                    Male                      Germany
## 5061 18-21                    Male                      Ukraine
## 5062 22-24                    Male                       Mexico
## 5063 22-24                    Male                      Morocco
## 5064 50-54                    Male                       Turkey
## 5065 30-34                    Male                      Nigeria
## 5066 55-59                  Female                       Russia
## 5067 35-39                    Male                        India
## 5068 25-29                  Female                       Mexico
## 5069 45-49                    Male     United States of America
## 5070 22-24                    Male                     Pakistan
## 5071 35-39                    Male                        Spain
## 5072 30-34                    Male     United States of America
## 5073 45-49                    Male     United States of America
## 5074 25-29                  Female     United States of America
## 5075 30-34                  Female                        India
## 5076 25-29                    Male                  Netherlands
## 5077 35-39                    Male                      Germany
## 5078 18-21                    Male                        India
## 5079 18-21                    Male                      Ukraine
## 5080 22-24                  Female                        India
## 5081 35-39                    Male     United States of America
## 5082 25-29                    Male     United States of America
## 5083 25-29                    Male                       Canada
## 5084 18-21                    Male                       Canada
## 5085 40-44                  Female                      Belarus
## 5086 30-34                    Male                       France
## 5087 22-24                    Male                     Portugal
## 5088 18-21       Prefer not to say                        India
## 5089 35-39                  Female                       Brazil
## 5090 25-29                    Male                        Chile
## 5091 25-29                    Male                       Canada
## 5092 25-29                    Male                        Egypt
## 5093 35-39                    Male                       Mexico
## 5094 22-24                    Male                       Russia
## 5095 25-29                    Male                        India
## 5096 30-34                  Female               United Kingdom
## 5097 25-29                    Male                       Russia
## 5098 30-34                    Male     United States of America
## 5099 30-34 Prefer to self-describe     United States of America
## 5100 18-21                  Female                      Ukraine
## 5101 22-24                    Male                      Nigeria
## 5102 30-34                    Male                        Other
## 5103 22-24                    Male Iran, Islamic Republic of...
## 5104 22-24                    Male               United Kingdom
## 5105 55-59                    Male                        Spain
## 5106 18-21                    Male                       Brazil
## 5107 35-39                    Male                  Netherlands
## 5108 45-49                    Male     United States of America
## 5109 35-39                    Male                        Other
## 5110 50-54                    Male                        Other
## 5111 30-34                    Male                       Russia
## 5112 25-29                    Male                     Colombia
## 5113 60-69                    Male     United States of America
## 5114 30-34                    Male                       Brazil
## 5115 30-34                    Male     United States of America
## 5116 30-34                    Male                        Italy
## 5117 30-34 Prefer to self-describe     United States of America
## 5118 22-24                    Male                        India
## 5119 25-29                    Male                     Pakistan
## 5120 60-69                    Male     United States of America
## 5121 35-39                    Male                       Brazil
## 5122 25-29                    Male                        India
## 5123 40-44                  Female                       Israel
## 5124 30-34                    Male                       Greece
## 5125 40-44                    Male                      Ireland
## 5126 55-59                    Male                       Turkey
## 5127 45-49                  Female     United States of America
## 5128 25-29                    Male                        Other
## 5129 45-49                    Male                        Other
## 5130 25-29                    Male     United States of America
## 5131 35-39                    Male     United States of America
## 5132 25-29                    Male                      Nigeria
## 5133 40-44                  Female     United States of America
## 5134 45-49                    Male                       Poland
## 5135 40-44                    Male     United States of America
## 5136 50-54                    Male     United States of America
## 5137 18-21                    Male                        India
## 5138 45-49                    Male                     Colombia
## 5139 45-49                    Male     United States of America
## 5140 30-34                  Female                        India
## 5141 30-34                  Female                       Mexico
## 5142 22-24                    Male                      Germany
## 5143 30-34                    Male                        India
## 5144 25-29                  Female                      Denmark
## 5145 22-24                    Male                        Japan
## 5146 30-34                    Male                       Canada
## 5147 30-34                    Male                       Israel
## 5148 55-59                    Male                      Germany
## 5149 50-54                    Male     United States of America
## 5150 18-21                    Male                       Russia
## 5151 35-39                    Male     United States of America
## 5152 25-29                    Male                       Greece
## 5153 25-29                    Male                        Other
## 5154 30-34                    Male                     Pakistan
## 5155 18-21                  Female                  South Korea
## 5156 25-29                    Male                  New Zealand
## 5157 45-49                  Female     United States of America
## 5158 22-24                  Female                        Other
## 5159 30-34                    Male                       Israel
## 5160 45-49                    Male                       Sweden
## 5161 40-44                    Male                        Other
## 5162 18-21                  Female                       Russia
## 5163 22-24                    Male                       Poland
## 5164 22-24                    Male                       Russia
## 5165 50-54                    Male                       Brazil
## 5166 50-54                    Male            Republic of Korea
## 5167 18-21                    Male                        Other
## 5168 35-39                    Male                      Denmark
## 5169 30-34                    Male                       Brazil
## 5170 35-39                  Female     United States of America
## 5171 25-29                    Male     United States of America
## 5172 30-34                    Male                  Switzerland
## 5173 50-54                    Male                  Netherlands
## 5174 22-24                    Male                       Russia
## 5175 45-49                    Male                        India
## 5176 22-24                    Male                        India
## 5177 25-29                    Male     United States of America
## 5178 40-44                    Male     United States of America
## 5179 50-54                    Male                      Germany
## 5180 30-34                  Female                       Canada
## 5181 30-34                  Female     United States of America
## 5182 30-34                    Male                       Russia
## 5183 30-34                    Male     United States of America
## 5184 25-29                    Male                        China
## 5185 55-59                    Male     United States of America
## 5186 30-34                    Male                      Ireland
## 5187 22-24                    Male                      Romania
## 5188 25-29                    Male                        Other
## 5189 35-39                    Male                      Germany
## 5190 50-54                    Male                      Germany
## 5191 30-34                    Male     United States of America
## 5192 18-21                    Male                        India
## 5193 30-34                  Female                     Portugal
## 5194 35-39                  Female     United States of America
## 5195 50-54                    Male                      Germany
## 5196 18-21                    Male                       Russia
## 5197 35-39                    Male     United States of America
## 5198 40-44                    Male     United States of America
## 5199 35-39                    Male     United States of America
## 5200 35-39                  Female                        Egypt
## 5201 35-39                    Male                       Poland
## 5202 22-24                    Male                        India
## 5203 25-29                    Male                       Russia
## 5204 35-39                    Male     United States of America
## 5205 25-29                    Male                       Mexico
## 5206 55-59                    Male     United States of America
## 5207 50-54                    Male                      Belgium
## 5208 25-29                    Male     United States of America
## 5209 45-49                    Male                     Portugal
## 5210 60-69                    Male     United States of America
## 5211 55-59                    Male                  New Zealand
## 5212 30-34                    Male                        Other
## 5213 35-39                    Male     United States of America
## 5214 40-44                    Male     United States of America
## 5215 55-59                    Male                        Spain
## 5216 30-34                    Male     United States of America
## 5217 18-21                    Male                        India
## 5218 40-44                    Male     United States of America
## 5219 35-39                    Male     United States of America
## 5220 55-59                    Male     United States of America
## 5221 60-69                    Male                    Australia
## 5222   70+                    Male     United States of America
## 5223 35-39                    Male     United States of America
## 5224 25-29       Prefer not to say                       Mexico
## 5225 25-29                    Male                      Nigeria
## 5226 50-54                    Male     United States of America
## 5227 25-29                    Male                    Australia
## 5228 30-34                    Male               United Kingdom
## 5229 22-24                    Male                      Tunisia
## 5230 30-34       Prefer not to say                       Canada
## 5231 25-29                    Male     United States of America
## 5232 22-24                  Female                        China
## 5233 45-49                  Female     United States of America
## 5234 30-34                    Male     United States of America
## 5235 25-29                  Female                    Australia
## 5236 25-29                    Male     United States of America
## 5237 50-54                    Male                       Canada
## 5238 30-34                    Male                       Greece
## 5239 30-34                    Male                        Other
## 5240 25-29                  Female     United States of America
## 5241 45-49                    Male     United States of America
## 5242 25-29                    Male     United States of America
## 5243 30-34                  Female     United States of America
## 5244 25-29                    Male               United Kingdom
## 5245 30-34                  Female                       Russia
## 5246 60-69                  Female     United States of America
## 5247 18-21                    Male                        India
## 5248 18-21                    Male                      Nigeria
## 5249 25-29                    Male     United States of America
## 5250 25-29                  Female                       Mexico
## 5251 55-59                    Male     United States of America
## 5252 22-24                    Male                      Morocco
## 5253 30-34                    Male                        India
## 5254 60-69                    Male     United States of America
## 5255 25-29                    Male     United States of America
## 5256 25-29                    Male                      Nigeria
## 5257 22-24                    Male Iran, Islamic Republic of...
## 5258 50-54                    Male     United States of America
## 5259 45-49                  Female     United States of America
## 5260 30-34                  Female     United States of America
## 5261 18-21                    Male     United States of America
## 5262 50-54                    Male     United States of America
## 5263 45-49                  Female     United States of America
## 5264 35-39                    Male                    Australia
## 5265 40-44                    Male                        Japan
## 5266 40-44                    Male                       Brazil
## 5267 35-39                    Male                       Canada
## 5268 35-39                    Male     United States of America
## 5269 25-29                    Male           Hong Kong (S.A.R.)
## 5270 35-39                    Male                       Canada
## 5271 40-44                    Male                        Japan
## 5272 30-34                  Female                  South Korea
## 5273 18-21                    Male                      Nigeria
## 5274 35-39                    Male                        Japan
## 5275 25-29                  Female                       Canada
## 5276 18-21                    Male                      Nigeria
## 5277 35-39                    Male                        Japan
## 5278 18-21                    Male                      Nigeria
## 5279 18-21                    Male                      Nigeria
## 5280 40-44                    Male                        India
## 5281 22-24                    Male                       Russia
## 5282 25-29                    Male     United States of America
## 5283 40-44                    Male                       Mexico
## 5284 25-29                    Male                  Philippines
## 5285 45-49                    Male                        Other
## 5286 25-29                    Male     United States of America
## 5287 40-44                    Male     United States of America
## 5288 45-49                    Male                    Indonesia
## 5289 30-34                    Male            Republic of Korea
## 5290 35-39                    Male     United States of America
## 5291 45-49                    Male                        Other
## 5292 30-34                  Female                        India
## 5293 50-54                    Male                       Mexico
## 5294 30-34                    Male            Republic of Korea
## 5295 45-49                    Male     United States of America
## 5296 25-29                    Male                        China
## 5297 35-39                    Male     United States of America
## 5298 30-34                  Female                        Japan
## 5299 45-49                    Male                         Peru
## 5300 30-34                    Male                    Australia
## 5301 25-29                    Male                        Chile
## 5302 35-39                    Male                     Viet Nam
## 5303 35-39                    Male     United States of America
## 5304 40-44                    Male                        Japan
## 5305 22-24                    Male                     Thailand
## 5306 30-34                    Male                       Israel
## 5307 45-49                    Male                  South Korea
## 5308 18-21                    Male                        China
## 5309 25-29                    Male           Hong Kong (S.A.R.)
## 5310 30-34                    Male                     Thailand
## 5311 25-29                    Male                       Canada
## 5312 25-29                    Male     United States of America
## 5313 22-24                    Male                     Viet Nam
## 5314 25-29                  Female                     Viet Nam
## 5315 25-29                    Male                        India
## 5316 30-34                    Male     United States of America
## 5317 30-34                  Female     United States of America
## 5318 60-69                    Male                       Taiwan
## 5319 18-21                    Male                        India
## 5320 22-24                  Female                        China
## 5321 45-49                    Male     United States of America
## 5322 18-21                    Male                      Nigeria
## 5323 30-34                    Male                       Brazil
## 5324 22-24                    Male                        India
## 5325 25-29                    Male     United States of America
## 5326 40-44                    Male     United States of America
## 5327 25-29                    Male           Hong Kong (S.A.R.)
## 5328 22-24                  Female                        India
## 5329 35-39       Prefer not to say     United States of America
## 5330 25-29                    Male                  South Korea
## 5331 35-39                    Male                       Taiwan
## 5332 25-29                    Male                    Indonesia
## 5333 55-59                    Male                       Canada
## 5334 22-24                    Male                        India
## 5335 55-59                    Male                        India
## 5336 18-21                    Male                     Colombia
## 5337 22-24                  Female                    Australia
## 5338 25-29                    Male     United States of America
## 5339 35-39                    Male            Republic of Korea
## 5340 45-49                    Male                        Japan
## 5341 25-29                    Male                  South Korea
## 5342 45-49                    Male                  South Korea
## 5343 60-69                    Male     United States of America
## 5344 35-39                    Male                        Chile
## 5345 22-24                  Female                        India
## 5346 45-49                    Male                        India
## 5347 30-34                    Male                        India
## 5348 45-49                    Male                       Canada
## 5349 18-21                    Male                        India
## 5350 45-49                  Female                       Turkey
## 5351 25-29                  Female                        China
## 5352 22-24                    Male                       Brazil
## 5353 22-24                    Male                        India
## 5354 25-29                  Female     United States of America
## 5355 25-29                    Male                     Malaysia
## 5356 35-39                    Male                        India
## 5357 40-44                    Male     United States of America
## 5358 25-29                    Male                        India
## 5359 25-29                    Male                       Turkey
## 5360 22-24                    Male                     Thailand
## 5361 40-44                    Male                     Pakistan
## 5362 25-29                  Female     United States of America
## 5363 30-34                    Male           Hong Kong (S.A.R.)
## 5364 22-24                    Male                        India
## 5365 18-21                  Female                        India
## 5366 35-39                    Male                        India
## 5367 30-34                    Male     United States of America
## 5368 30-34                  Female                        Kenya
## 5369 22-24                    Male     United States of America
## 5370 35-39                    Male     United States of America
## 5371 25-29                    Male                        India
## 5372 30-34                    Male                        India
## 5373 18-21                  Female                        India
## 5374 18-21                  Female                    Indonesia
## 5375 25-29                    Male                        India
## 5376 18-21                    Male                        India
## 5377 18-21                    Male                        India
## 5378 18-21                    Male                        India
## 5379 18-21                    Male                        India
## 5380 22-24                    Male                      Nigeria
## 5381 25-29                    Male                        India
## 5382 50-54                    Male                        Spain
## 5383 18-21                    Male                       Taiwan
## 5384 35-39                    Male                        Other
## 5385 55-59                    Male     United States of America
## 5386 18-21                    Male                      Nigeria
## 5387 30-34                  Female                        India
## 5388 25-29                    Male                        India
## 5389 25-29                    Male                     Colombia
## 5390 35-39                    Male                        Japan
## 5391 45-49                    Male                       France
## 5392 35-39                    Male                    Australia
## 5393 18-21                    Male                        India
## 5394 25-29                    Male                      Germany
## 5395 30-34                    Male                        India
## 5396 25-29                    Male                        India
## 5397 25-29                    Male                    Australia
## 5398 22-24                    Male                        India
## 5399 30-34                    Male                        India
## 5400 22-24                    Male                      Morocco
## 5401 60-69                    Male     United States of America
## 5402 25-29                  Female                        China
## 5403 25-29                    Male                       Poland
## 5404 22-24                    Male                  Philippines
## 5405 25-29                    Male                        Other
## 5406 45-49                    Male                        India
## 5407 18-21                    Male                        India
## 5408 18-21                  Female                       Russia
## 5409 25-29                    Male     United States of America
## 5410 40-44                    Male                  South Korea
## 5411 30-34                    Male                       Russia
## 5412 45-49                    Male                  South Korea
## 5413 30-34                    Male                 South Africa
## 5414 25-29                  Female                        Other
## 5415 40-44                    Male                       Russia
## 5416 40-44                    Male                       Sweden
## 5417 22-24                    Male                        India
## 5418   70+                    Male                        Italy
## 5419 35-39                    Male                        China
## 5420 55-59                  Female                       Russia
## 5421 18-21                    Male                      Ukraine
## 5422 30-34                    Male                      Ukraine
## 5423 60-69                    Male                        India
## 5424 25-29                    Male                     Pakistan
## 5425 35-39                    Male                  Switzerland
## 5426 35-39                    Male                      Ukraine
## 5427 30-34                    Male                        Japan
## 5428 22-24                  Female                        India
## 5429 22-24                    Male                       Russia
## 5430 25-29                    Male                        India
## 5431 25-29                    Male                        India
## 5432 25-29                  Female                      Belgium
## 5433 45-49                    Male                        Italy
## 5434 22-24                    Male                        India
## 5435 35-39                    Male                        India
## 5436 25-29                    Male                       Turkey
## 5437 22-24                  Female                        India
## 5438 30-34                    Male                       Taiwan
## 5439 45-49                    Male                       Greece
## 5440 22-24 Prefer to self-describe                        Other
## 5441 50-54                    Male                       France
## 5442 22-24                    Male                        China
## 5443 22-24                  Female                        India
## 5444 25-29                    Male                       Russia
## 5445 25-29                    Male                      Germany
## 5446 22-24                    Male                        China
## 5447 18-21                    Male                    Australia
## 5448 18-21 Prefer to self-describe                     Pakistan
## 5449 25-29                    Male                        India
## 5450 40-44                    Male                        Italy
## 5451 35-39                    Male                        Spain
## 5452 35-39                    Male                        China
## 5453 35-39                  Female                       Greece
## 5454 35-39                    Male                        India
## 5455 25-29                    Male                       Sweden
## 5456 25-29                  Female                       Russia
## 5457 40-44                    Male                        Other
## 5458 22-24                    Male                        India
## 5459 22-24                  Female                        India
## 5460 30-34                    Male                        Italy
## 5461 25-29                    Male               United Kingdom
## 5462 30-34                    Male               United Kingdom
## 5463 30-34                  Female                        India
## 5464 22-24                  Female                   Bangladesh
## 5465 30-34                  Female                 South Africa
## 5466 18-21                    Male Iran, Islamic Republic of...
## 5467 22-24                  Female                      Ukraine
## 5468 22-24                    Male                  South Korea
## 5469 50-54                    Male                       Norway
## 5470 35-39                    Male                      Romania
## 5471 30-34                    Male                        India
## 5472 18-21                    Male                        India
## 5473 25-29                    Male                       Russia
## 5474 40-44                    Male                 South Africa
## 5475 30-34                    Male                       Poland
## 5476 30-34                    Male                        India
## 5477 40-44                  Female                        Spain
## 5478 25-29                    Male                       France
## 5479 30-34                    Male                       France
## 5480 25-29                    Male            Republic of Korea
## 5481 40-44                    Male                       Taiwan
## 5482 40-44                    Male                        Japan
## 5483 40-44                    Male               United Kingdom
## 5484 22-24                    Male                      Algeria
## 5485 40-44                    Male                        Other
## 5486 25-29                    Male                      Germany
## 5487 40-44                  Female                     Portugal
## 5488 25-29                  Female                       Canada
## 5489   70+                    Male                       Russia
## 5490 35-39                  Female                      Algeria
## 5491 25-29                    Male                       France
## 5492 22-24                    Male                        Kenya
## 5493 30-34                    Male                        China
## 5494 55-59                    Male                        Egypt
## 5495 25-29                    Male                     Portugal
## 5496 30-34                    Male                        India
## 5497 25-29                    Male                    Indonesia
## 5498 30-34                    Male                       Russia
## 5499 22-24                    Male                       Brazil
## 5500 18-21                  Female                        India
## 5501 30-34                  Female                       Russia
## 5502 25-29                    Male                        India
## 5503 40-44                    Male                        Other
## 5504 30-34                    Male                        India
## 5505 22-24                  Female                        India
## 5506 60-69                    Male                        Japan
## 5507 22-24                  Female                        India
## 5508 30-34                    Male                    Indonesia
## 5509 25-29                    Male                        India
## 5510 30-34                    Male                      Ireland
## 5511 30-34                    Male                     Pakistan
## 5512 45-49                  Female                       Russia
## 5513 18-21                    Male                        India
## 5514 55-59                    Male                       France
## 5515 60-69                    Male                        Other
## 5516 25-29                    Male                       Poland
## 5517 22-24                    Male                        India
## 5518 30-34                    Male                        India
## 5519 25-29                    Male               United Kingdom
## 5520 50-54                    Male                        India
## 5521 30-34                  Female                  South Korea
## 5522 18-21                    Male     United States of America
## 5523 35-39                    Male                       Taiwan
## 5524 25-29                    Male                        India
## 5525 25-29                    Male                        India
## 5526 40-44                    Male               Czech Republic
## 5527 45-49                    Male               United Kingdom
## 5528 35-39                    Male                      Nigeria
## 5529 22-24                    Male                        India
## 5530 40-44                    Male                        Spain
## 5531 22-24                  Female                        India
## 5532 40-44                    Male                      Ukraine
## 5533 55-59                    Male                       France
## 5534 22-24                    Male                        India
## 5535 35-39                    Male                     Pakistan
## 5536 30-34                    Male                       Israel
## 5537 50-54                    Male                      Germany
## 5538 25-29                    Male                       Taiwan
## 5539 18-21                    Male                        India
## 5540 22-24                    Male                     Pakistan
## 5541 40-44                    Male                        India
## 5542 22-24                    Male                        India
## 5543 35-39                    Male                        India
## 5544 30-34                    Male                        India
## 5545 25-29                    Male                        India
## 5546 18-21                  Female                        India
## 5547 25-29       Prefer not to say                        India
## 5548 35-39                    Male               United Kingdom
## 5549 22-24                    Male                        Other
## 5550 35-39                    Male                      Nigeria
## 5551 30-34                    Male                 Saudi Arabia
## 5552 18-21                    Male                        India
## 5553 50-54                    Male                  Netherlands
## 5554 18-21                    Male                        India
## 5555 22-24                    Male                        Other
## 5556 22-24                    Male                        China
## 5557 30-34                    Male                        Other
## 5558 35-39                    Male                      Denmark
## 5559 35-39                  Female               United Kingdom
## 5560 18-21                    Male                       Brazil
## 5561 22-24                    Male                        India
## 5562 25-29                    Male                      Germany
## 5563 25-29                  Female                        Spain
## 5564 18-21                    Male                      Nigeria
## 5565 35-39                    Male                 Saudi Arabia
## 5566 25-29                    Male                      Nigeria
## 5567 25-29                  Female               Czech Republic
## 5568 40-44                    Male               United Kingdom
## 5569 40-44       Prefer not to say                     Thailand
## 5570 25-29                    Male                        Japan
## 5571 25-29                    Male                  South Korea
## 5572 45-49                    Male                        India
## 5573 30-34                  Female                    Australia
## 5574 40-44                  Female                      Germany
## 5575 22-24                    Male                        Other
## 5576 25-29                    Male               United Kingdom
## 5577 30-34                    Male                        Japan
## 5578 30-34                    Male                 South Africa
## 5579 22-24                    Male                       Russia
## 5580 25-29                    Male                        Other
## 5581 45-49                    Male                     Portugal
## 5582 35-39                    Male                       Russia
## 5583 25-29                    Male                        Other
## 5584 22-24                  Female                        India
## 5585 50-54                    Male                        Other
## 5586 50-54                    Male                      Belgium
## 5587 35-39                    Male                        Kenya
## 5588 35-39                    Male                        India
## 5589 30-34                  Female                       Israel
## 5590 35-39       Prefer not to say                        Other
## 5591 30-34                    Male               United Kingdom
## 5592 18-21                    Male                        India
## 5593 25-29                    Male                        Other
## 5594 25-29                    Male                        India
## 5595 35-39                    Male                 Saudi Arabia
## 5596 35-39                    Male                       Brazil
## 5597 50-54                    Male                       Israel
## 5598 35-39                    Male                       Turkey
## 5599 25-29                    Male                        China
## 5600 50-54                    Male                      Belgium
## 5601 18-21                    Male                        India
## 5602 35-39                    Male               United Kingdom
## 5603 40-44                    Male                        India
## 5604 30-34                    Male               United Kingdom
## 5605 22-24                    Male                        India
## 5606 45-49                    Male                       Brazil
## 5607 30-34                    Male                       Russia
## 5608 25-29                    Male                        China
## 5609 25-29                    Male                        Other
## 5610 40-44                    Male               United Kingdom
## 5611 45-49                    Male                        India
## 5612 18-21                    Male                        India
## 5613 40-44                    Male                       France
## 5614 25-29                    Male                        Italy
## 5615 25-29                    Male                        Japan
## 5616 22-24                    Male                        India
## 5617 22-24                    Male                  South Korea
## 5618 18-21                    Male                        India
## 5619 18-21                    Male                        India
## 5620 35-39                    Male                       Brazil
## 5621 22-24                    Male                        China
## 5622 25-29                    Male                      Nigeria
## 5623 45-49                    Male                       Brazil
## 5624 18-21                    Male                        India
## 5625 35-39                  Female                      Germany
## 5626 25-29                    Male                        Japan
## 5627 25-29                    Male                       Brazil
## 5628 25-29                    Male                 Saudi Arabia
## 5629 30-34                    Male                       Poland
## 5630 25-29                    Male     United States of America
## 5631 40-44                    Male                        India
## 5632 18-21                  Female                        India
## 5633 35-39                    Male                        India
## 5634 55-59                    Male                    Singapore
## 5635 40-44                    Male     United States of America
## 5636 22-24                    Male                       Canada
## 5637 25-29                  Female                      Nigeria
## 5638 25-29                    Male     United States of America
## 5639 35-39                    Male                        India
## 5640 40-44                    Male                        India
## 5641 35-39                    Male                       Greece
## 5642 35-39                  Female     United States of America
## 5643 18-21                    Male                        India
## 5644 18-21                    Male                     Pakistan
## 5645 25-29                    Male                        India
## 5646 40-44                    Male                     Colombia
## 5647 22-24                    Male                     Viet Nam
## 5648 30-34                    Male Iran, Islamic Republic of...
## 5649 25-29                  Female     United States of America
## 5650 18-21                    Male                      Tunisia
## 5651 35-39                    Male     United States of America
## 5652   70+                    Male                       Russia
## 5653 18-21                    Male                        Italy
## 5654 25-29                    Male                        Kenya
## 5655 45-49                    Male                  South Korea
## 5656 30-34                    Male     United States of America
## 5657 22-24                    Male                      Germany
## 5658 18-21                    Male                        India
## 5659 35-39                    Male                       France
## 5660 25-29                  Female                        India
## 5661 25-29                    Male                   Bangladesh
## 5662 25-29                    Male                        India
## 5663 60-69                    Male                       Brazil
## 5664 35-39                    Male                       Mexico
## 5665 30-34                    Male                 South Africa
## 5666 22-24                    Male                        India
## 5667 22-24                    Male                        China
## 5668 35-39                    Male     United States of America
## 5669 40-44                    Male               United Kingdom
## 5670 25-29                    Male                      Nigeria
## 5671 35-39                    Male                      Nigeria
## 5672 18-21                  Female                        India
## 5673 22-24                    Male                        India
## 5674 55-59                    Male     United States of America
## 5675 35-39                  Female     United States of America
## 5676 30-34                    Male                      Austria
## 5677 18-21                    Male                        India
## 5678 35-39                    Male                        Spain
## 5679 25-29                  Female     United States of America
## 5680 22-24                    Male Iran, Islamic Republic of...
## 5681 30-34                  Female     United States of America
## 5682 22-24                    Male                        India
## 5683 22-24                    Male                        India
## 5684 50-54                    Male     United States of America
## 5685 30-34                    Male                       Russia
## 5686 18-21                    Male                        China
## 5687 25-29                    Male                       Canada
## 5688 25-29                    Male                        Japan
## 5689 25-29                  Female                 South Africa
## 5690 25-29                    Male                       Israel
## 5691 30-34                    Male                        Other
## 5692 30-34                    Male     United States of America
## 5693 18-21                    Male                       Brazil
## 5694 18-21                    Male                        India
## 5695 35-39                    Male               United Kingdom
## 5696 25-29                    Male                       Brazil
## 5697 25-29                  Female                    Argentina
## 5698 30-34                    Male                        India
## 5699 25-29                  Female     United States of America
## 5700 25-29                    Male                      Ukraine
## 5701 18-21                    Male                        India
## 5702 30-34                    Male                        India
## 5703 18-21                    Male                    Indonesia
## 5704 40-44                  Female                        India
## 5705 25-29                    Male                       Canada
## 5706 18-21                    Male                       Brazil
## 5707 25-29                    Male                       Brazil
## 5708 40-44                    Male                       Brazil
## 5709 50-54                    Male                      Ireland
## 5710 25-29                    Male                       Brazil
## 5711 35-39                    Male     United States of America
## 5712 35-39                    Male                       Brazil
## 5713 25-29                    Male                        India
## 5714 45-49                    Male     United States of America
## 5715 30-34                    Male                       Turkey
## 5716 40-44                    Male                       France
## 5717 25-29                    Male                  Philippines
## 5718 60-69                    Male                       Brazil
## 5719 25-29                    Male     United States of America
## 5720 22-24                    Male                    Singapore
## 5721 18-21                    Male                        India
## 5722 25-29                    Male                        India
## 5723 45-49                    Male                        Japan
## 5724 35-39                    Male                        Italy
## 5725 30-34                    Male                       Turkey
## 5726 18-21                    Male                        India
## 5727 30-34                  Female                        Other
## 5728 18-21                    Male                      Nigeria
## 5729 35-39       Prefer not to say                        India
## 5730 30-34                    Male                        India
## 5731 30-34                  Female                      Germany
## 5732 30-34                    Male                        India
## 5733 25-29                    Male                      Germany
## 5734 22-24                    Male                        India
## 5735 60-69                    Male                       Canada
## 5736 25-29                    Male                       Brazil
## 5737 25-29                    Male                        India
## 5738 30-34                    Male                      Hungary
## 5739 30-34                    Male     United States of America
## 5740 25-29                    Male                     Colombia
## 5741 30-34                    Male                        India
## 5742 18-21                    Male                        India
## 5743 25-29                    Male     United States of America
## 5744 25-29                  Female                      Nigeria
## 5745 18-21                  Female                        India
## 5746 22-24                    Male                       Canada
## 5747 18-21                    Male                        India
## 5748 18-21                    Male                        India
## 5749 25-29                    Male                 South Africa
## 5750 40-44                    Male                       Brazil
## 5751 40-44                    Male                      Germany
## 5752 30-34                    Male                        China
## 5753 22-24                    Male                        India
## 5754 45-49                    Male                        Italy
## 5755 18-21                  Female                  Philippines
## 5756 25-29                  Female                     Pakistan
## 5757 25-29                    Male                        India
## 5758 35-39                    Male     United States of America
## 5759 22-24                    Male                      Germany
## 5760 30-34                    Male                    Singapore
## 5761 45-49                    Male                       Canada
## 5762 30-34                    Male     United States of America
## 5763 25-29                    Male                      Nigeria
## 5764   70+                    Male                  Netherlands
## 5765 25-29                    Male                        India
## 5766 30-34                    Male     United States of America
## 5767 30-34                    Male                        Spain
## 5768 18-21                    Male                      Nigeria
## 5769 18-21                    Male                        India
## 5770 45-49                    Male                       Brazil
## 5771 25-29                    Male Iran, Islamic Republic of...
## 5772 30-34                    Male                        India
## 5773 35-39                    Male               United Kingdom
## 5774 22-24                    Male                       France
## 5775 25-29                    Male                     Pakistan
## 5776 22-24                    Male                        Other
## 5777 25-29                    Male     United States of America
## 5778 30-34                    Male                        India
## 5779 18-21                    Male                        India
## 5780 40-44                    Male                        India
## 5781 25-29                    Male                  Netherlands
## 5782 35-39                    Male                        India
## 5783 35-39                  Female     United States of America
## 5784 30-34                    Male                  Netherlands
## 5785 25-29                    Male     United States of America
## 5786 35-39                    Male                        Other
## 5787 22-24                    Male                       Turkey
## 5788 35-39                    Male                      Romania
## 5789 50-54                    Male                        Other
## 5790 25-29                    Male                     Portugal
## 5791 55-59                    Male                       Brazil
## 5792 22-24                    Male                      Morocco
## 5793 18-21                    Male                        India
## 5794 25-29                    Male                        India
## 5795 30-34                    Male                        Chile
## 5796 30-34                  Female                        India
## 5797 25-29 Prefer to self-describe     United States of America
## 5798 25-29                    Male                      Germany
## 5799 40-44                    Male     United States of America
## 5800 25-29                    Male                       France
## 5801 30-34                  Female                       Canada
## 5802 22-24                    Male Iran, Islamic Republic of...
## 5803 18-21                    Male                        India
## 5804 22-24                  Female                      Tunisia
## 5805 22-24                    Male                     Thailand
## 5806 25-29                    Male     United States of America
## 5807 25-29                    Male                      Romania
## 5808 45-49                    Male                     Portugal
## 5809 40-44                    Male                       Brazil
## 5810 30-34                    Male                        India
## 5811 25-29                    Male                        India
## 5812 40-44                  Female                      Ireland
## 5813 40-44                    Male     United States of America
## 5814 30-34                    Male                        India
## 5815 30-34                    Male                        India
## 5816 50-54                    Male                    Argentina
## 5817 22-24                    Male                        India
## 5818 35-39                    Male     United States of America
## 5819 30-34                    Male                    Australia
## 5820 25-29                    Male     United States of America
## 5821 35-39                    Male                     Colombia
## 5822 22-24                    Male                        India
## 5823 25-29                    Male                        India
## 5824 25-29                    Male                        India
## 5825 22-24                    Male                        India
## 5826 30-34                    Male                      Ukraine
## 5827 25-29                    Male                       Turkey
## 5828 50-54                    Male     United States of America
## 5829 50-54                    Male                      Hungary
## 5830 35-39                    Male     United States of America
## 5831 18-21                  Female                        India
## 5832 25-29                    Male                      Belgium
## 5833 22-24                    Male                       Greece
## 5834 22-24                    Male                       Poland
## 5835 25-29                    Male                        India
## 5836 30-34                    Male                        India
## 5837 40-44                    Male                       Brazil
## 5838 30-34                    Male                        Other
## 5839 30-34                    Male                        Other
## 5840 22-24                  Female                        India
## 5841 45-49                  Female                    Indonesia
## 5842 30-34                  Female     United States of America
## 5843 55-59                    Male     United States of America
## 5844 50-54                    Male                       Israel
## 5845 55-59                    Male     United States of America
## 5846 25-29                    Male                        India
## 5847 40-44                    Male     United States of America
## 5848 18-21                    Male     United States of America
## 5849 30-34                  Female                       Brazil
## 5850 18-21                  Female     United States of America
## 5851 25-29                    Male                        Kenya
## 5852 45-49                    Male                       Brazil
## 5853 30-34                    Male                        India
## 5854 45-49                    Male     United States of America
## 5855 45-49                    Male     United States of America
## 5856 18-21       Prefer not to say                        India
## 5857 35-39                    Male                      Ukraine
## 5858 22-24                    Male                        Other
## 5859 18-21                    Male                        India
## 5860 22-24                    Male                     Pakistan
## 5861 40-44                    Male     United States of America
## 5862 18-21                  Female                    Indonesia
## 5863 40-44                    Male                       Israel
## 5864 45-49                    Male                       Brazil
## 5865 18-21                    Male                        India
## 5866 40-44                    Male                       Brazil
## 5867 30-34                    Male     United States of America
## 5868 40-44                    Male                       Poland
## 5869 18-21                    Male                        Other
## 5870 25-29                    Male                       Poland
## 5871 30-34                    Male     United States of America
## 5872 45-49                    Male                        Italy
## 5873 30-34                    Male                       Greece
## 5874 22-24                  Female                        India
## 5875 45-49                    Male                       Sweden
## 5876 30-34                    Male                        Other
## 5877 55-59                    Male                      Germany
## 5878 35-39                    Male     United States of America
## 5879 30-34                  Female     United States of America
## 5880 18-21                    Male                        India
## 5881 35-39                    Male                       Brazil
## 5882 22-24                    Male                        India
## 5883 25-29                    Male                 South Africa
## 5884 22-24                    Male     United States of America
## 5885 25-29                  Female                       Mexico
## 5886 18-21                    Male                        India
## 5887 50-54                    Male     United States of America
## 5888 50-54                    Male     United States of America
## 5889 40-44                    Male     United States of America
## 5890 40-44                    Male                       Sweden
## 5891 40-44                    Male                       Poland
## 5892 25-29                    Male     United States of America
## 5893 40-44                    Male                       Brazil
## 5894 30-34                    Male     United States of America
## 5895 35-39                  Female                        Other
## 5896 22-24                  Female                        India
## 5897 18-21                    Male                       Brazil
## 5898 25-29                    Male                        Spain
## 5899 25-29                  Female                       Brazil
## 5900 30-34                  Female     United States of America
## 5901 22-24                    Male                       Turkey
## 5902 40-44                    Male                       France
## 5903 55-59                    Male     United States of America
## 5904 30-34                    Male                       France
## 5905 35-39                    Male                        Other
## 5906 25-29                    Male     United States of America
## 5907 18-21                    Male                        India
## 5908 25-29                    Male                        Other
## 5909 30-34                    Male                      Nigeria
## 5910 30-34                    Male     United States of America
## 5911 35-39                    Male                       France
## 5912 30-34                    Male               Czech Republic
## 5913 25-29                    Male               United Kingdom
## 5914 40-44                    Male                       Brazil
## 5915 30-34                  Female     United States of America
## 5916 35-39                    Male                       Canada
## 5917 35-39                  Female     United States of America
## 5918 35-39                    Male                        Italy
## 5919 30-34                    Male     United States of America
## 5920 25-29                    Male     United States of America
## 5921 25-29                    Male                       Brazil
## 5922 30-34                    Male                        Other
## 5923 30-34                    Male     United States of America
## 5924 35-39                  Female     United States of America
## 5925 50-54                    Male                        Spain
## 5926 22-24                    Male                        India
## 5927 35-39                    Male     United States of America
## 5928 22-24                    Male                        Egypt
## 5929 60-69                    Male                    Australia
## 5930 25-29                    Male     United States of America
## 5931 40-44                    Male     United States of America
## 5932 50-54                    Male                        Chile
## 5933 30-34                    Male                        Italy
## 5934 30-34                    Male     United States of America
## 5935 25-29                    Male     United States of America
## 5936 22-24                    Male     United States of America
## 5937 30-34                    Male     United States of America
## 5938 30-34                    Male                       Canada
## 5939 18-21                    Male                        India
## 5940 50-54                    Male                       France
## 5941 25-29                    Male     United States of America
## 5942 22-24                    Male                        Spain
## 5943 25-29                    Male                      Nigeria
## 5944 35-39                    Male                    Australia
## 5945 25-29                    Male                        Chile
## 5946 30-34                    Male                        India
## 5947 25-29                  Female     United States of America
## 5948 30-34                  Female     United States of America
## 5949 22-24                    Male                        India
## 5950 40-44       Prefer not to say                      Ireland
## 5951 60-69                    Male Iran, Islamic Republic of...
## 5952 35-39                  Female                         Peru
## 5953 35-39                    Male     United States of America
## 5954 30-34                    Male                    Australia
## 5955 40-44                    Male     United States of America
## 5956 25-29                  Female                 South Africa
## 5957 45-49                    Male                        Italy
## 5958 40-44                    Male                        Japan
## 5959 35-39                    Male                       Taiwan
## 5960 25-29                    Male                       Canada
## 5961 55-59                  Female     United States of America
## 5962 55-59                    Male                  New Zealand
## 5963 25-29                    Male                       Turkey
## 5964 45-49                  Female     United States of America
## 5965 18-21                    Male                       Brazil
## 5966 45-49                    Male     United States of America
## 5967 40-44                    Male                     Malaysia
## 5968 30-34                    Male                     Colombia
## 5969 35-39                  Female                       Mexico
## 5970 25-29                  Female                        India
## 5971 30-34                    Male     United States of America
## 5972 35-39                    Male     United States of America
## 5973 22-24                    Male     United States of America
## 5974 30-34                    Male                     Thailand
## 5975 25-29                    Male                     Viet Nam
## 5976 30-34                    Male     United States of America
## 5977 45-49                    Male                        Other
## 5978 25-29                    Male     United States of America
## 5979 25-29                    Male                       Brazil
## 5980 25-29                    Male     United States of America
## 5981 22-24                  Female                     Colombia
## 5982 25-29                    Male     United States of America
## 5983 35-39                    Male                        Japan
## 5984 25-29                  Female                        India
## 5985 55-59                    Male     United States of America
## 5986 40-44                    Male                        India
## 5987 25-29                    Male                       Mexico
## 5988 30-34                    Male                    Australia
## 5989 30-34                    Male                        China
## 5990 45-49                  Female                       Canada
## 5991 30-34                    Male                       Brazil
## 5992 45-49                    Male                       Turkey
## 5993 18-21                    Male                        India
## 5994 50-54       Prefer not to say     United States of America
## 5995 30-34                    Male                        India
## 5996 22-24                    Male                       Brazil
## 5997 30-34                    Male     United States of America
## 5998 22-24                    Male                        Japan
## 5999 18-21                    Male                        India
## 6000 35-39                  Female     United States of America
## 6001 22-24       Prefer not to say                        China
## 6002 30-34                    Male                       Brazil
## 6003 18-21                    Male                        India
## 6004 35-39                    Male                       Russia
## 6005 25-29                    Male                        India
## 6006 30-34                    Male                       Canada
## 6007 22-24                    Male     United States of America
## 6008 55-59                    Male     United States of America
## 6009 25-29                    Male                   Bangladesh
## 6010 22-24                  Female                        India
## 6011 35-39                  Female     United States of America
## 6012 25-29                    Male                        Other
## 6013 40-44                    Male                        India
## 6014 30-34                    Male                        Other
## 6015 18-21                    Male                        India
## 6016 40-44                    Male     United States of America
## 6017 30-34                    Male                        India
## 6018 18-21                  Female                        China
## 6019 22-24                    Male                        Spain
## 6020 25-29                    Male                        Kenya
## 6021 18-21                    Male                        India
## 6022 30-34                    Male                 South Africa
## 6023 30-34                    Male                        Other
## 6024 40-44                    Male                        India
## 6025 35-39                    Male                    Australia
## 6026 22-24                    Male                        India
## 6027 30-34                  Female                       Turkey
## 6028 30-34                  Female                        India
## 6029 30-34                  Female                      Germany
## 6030 25-29                    Male                        India
## 6031 30-34                  Female                        China
## 6032 18-21                    Male                       Canada
## 6033 30-34                    Male     United States of America
## 6034 18-21                  Female                        India
## 6035 22-24                    Male                        India
## 6036 35-39                    Male               Czech Republic
## 6037 25-29                    Male                     Thailand
## 6038 18-21                    Male                        India
## 6039 25-29                    Male                        Other
## 6040 18-21                    Male                        India
## 6041 18-21                    Male                        India
## 6042 25-29                    Male                      Nigeria
## 6043 18-21                  Female                        India
## 6044 35-39                  Female                      Germany
## 6045 35-39                    Male                      Germany
## 6046 25-29                    Male                        India
## 6047 25-29                    Male                     Pakistan
## 6048 40-44                  Female                      Germany
## 6049 35-39                    Male                  South Korea
## 6050 40-44                    Male                        Other
## 6051 22-24                    Male                        India
## 6052 22-24                    Male                  South Korea
## 6053 25-29                    Male                        India
## 6054 18-21                  Female                        India
## 6055 22-24       Prefer not to say                     Malaysia
## 6056 35-39                    Male                        Other
## 6057 40-44                    Male                    Indonesia
## 6058 35-39                  Female                        India
## 6059 22-24                  Female                       Poland
## 6060 30-34                    Male                       Russia
## 6061 18-21                    Male                      Nigeria
## 6062 25-29                  Female                 South Africa
## 6063 35-39                    Male                        Other
## 6064 22-24                    Male                        India
## 6065 45-49                    Male                        Italy
## 6066 35-39                    Male                      Germany
## 6067 30-34                    Male                  Netherlands
## 6068 35-39                    Male                      Nigeria
## 6069 22-24                    Male                        Other
## 6070 35-39                    Male                       Greece
## 6071 18-21                    Male                        Other
## 6072 35-39                  Female                       France
## 6073 18-21                  Female                        India
## 6074 50-54                    Male                        Spain
## 6075 18-21                    Male                        India
## 6076 25-29                    Male                  South Korea
## 6077 30-34                    Male               United Kingdom
## 6078 30-34                  Female                        India
## 6079 40-44                    Male               United Kingdom
## 6080 30-34                    Male                        Italy
## 6081 30-34                    Male                       Russia
## 6082 30-34                    Male                     Portugal
## 6083 22-24                    Male                      Nigeria
## 6084 25-29                    Male                        China
## 6085 22-24                  Female                      Nigeria
## 6086 18-21                    Male                        India
## 6087 22-24                    Male                       Turkey
## 6088 35-39                    Male                        India
## 6089 30-34                    Male                        Kenya
## 6090 30-34                  Female               United Kingdom
## 6091 30-34                    Male                        India
## 6092 18-21                    Male                        India
## 6093 40-44                    Male                 South Africa
## 6094 30-34                  Female                        Italy
## 6095 50-54                    Male               Czech Republic
## 6096 22-24                    Male                     Pakistan
## 6097 30-34                    Male                        Italy
## 6098 35-39                    Male                        India
## 6099 22-24                    Male                        Other
## 6100 18-21                    Male                        India
## 6101 40-44                    Male                  Netherlands
## 6102 25-29                    Male                        India
## 6103 18-21                    Male                        China
## 6104 40-44                    Male                       Poland
## 6105 22-24                    Male                        Spain
## 6106 22-24                  Female                       Russia
## 6107 22-24                    Male                       France
## 6108 30-34                    Male                  South Korea
## 6109 35-39                    Male                        India
## 6110 40-44                  Female                        Other
## 6111 35-39                    Male                       Norway
## 6112 18-21                    Male                        India
## 6113 60-69                    Male                       Canada
## 6114 40-44                    Male                       Turkey
## 6115 50-54                    Male                      Belgium
## 6116 35-39                    Male                        Other
## 6117 30-34                    Male                        India
## 6118 25-29                  Female                        India
## 6119 25-29                  Female                       Russia
## 6120 22-24                    Male                       Brazil
## 6121 22-24                  Female                        India
## 6122 18-21                    Male                      Ukraine
## 6123 22-24                    Male                        Spain
## 6124 25-29                    Male                       Turkey
## 6125 25-29                    Male                      Ukraine
## 6126 40-44                    Male                        Other
## 6127 35-39                    Male           Hong Kong (S.A.R.)
## 6128 40-44                    Male     United States of America
## 6129 30-34                    Male                    Australia
## 6130 30-34                    Male                        Other
## 6131 30-34                    Male                       Norway
## 6132 22-24                    Male                        Kenya
## 6133 25-29                    Male                      Morocco
## 6134 18-21                    Male                        India
## 6135 40-44                    Male                        Other
## 6136 22-24                  Female                        India
## 6137 45-49                    Male     United States of America
## 6138 35-39                    Male                       Brazil
## 6139 30-34                    Male                       Brazil
## 6140 30-34                    Male                        Italy
## 6141 35-39                    Male                 South Africa
## 6142 50-54       Prefer not to say                        India
## 6143 25-29                    Male                      Austria
## 6144 30-34                    Male                    Australia
## 6145 22-24                    Male                        India
## 6146 22-24                  Female                        Other
## 6147 45-49                    Male               United Kingdom
## 6148 55-59                    Male                        Japan
## 6149 18-21                    Male                        India
## 6150 22-24                    Male                        Other
## 6151 35-39                    Male                      Germany
## 6152 50-54                    Male                        Spain
## 6153 30-34                    Male                        Egypt
## 6154 45-49                    Male                    Argentina
## 6155 30-34                    Male           Hong Kong (S.A.R.)
## 6156 30-34                    Male     United States of America
## 6157 30-34                    Male     United States of America
## 6158 18-21                    Male                       Brazil
## 6159 25-29                  Female                        India
## 6160 30-34                    Male     United States of America
## 6161 25-29                    Male                        China
## 6162 22-24                    Male                        India
## 6163 18-21                    Male                        Spain
## 6164 60-69                    Male     United States of America
## 6165 25-29                    Male                       Brazil
## 6166 25-29                    Male                        Chile
## 6167 40-44                    Male                        India
## 6168 22-24                    Male     United States of America
## 6169 18-21                  Female                       Taiwan
## 6170 35-39                  Female     United States of America
## 6171 35-39                    Male                        India
## 6172 30-34                    Male                      Nigeria
## 6173 25-29                    Male               United Kingdom
## 6174 30-34                    Male                       Brazil
## 6175 60-69                    Male                      Belarus
## 6176 40-44                    Male                       Brazil
## 6177 25-29                    Male                 South Africa
## 6178 22-24                  Female                       Poland
## 6179 22-24                  Female                        India
## 6180 30-34                    Male                     Portugal
## 6181 25-29                  Female                  Netherlands
## 6182 55-59                    Male                    Singapore
## 6183 30-34                    Male                        China
## 6184 22-24                    Male                        India
## 6185 30-34                    Male                        India
## 6186 45-49                    Male     United States of America
## 6187 30-34                    Male                       Poland
## 6188 25-29                    Male                       Brazil
## 6189 22-24                    Male                        India
## 6190 40-44                    Male                       Russia
## 6191 45-49                    Male     United States of America
## 6192 25-29                    Male     United States of America
## 6193 30-34                    Male                       Mexico
## 6194 30-34                    Male                        India
## 6195 30-34                    Male                       Canada
## 6196 22-24                  Female     United States of America
## 6197 35-39                    Male                  Netherlands
## 6198 35-39                    Male                       Brazil
## 6199 35-39                  Female               United Kingdom
## 6200 30-34                    Male                        Other
## 6201 18-21                    Male                        India
## 6202 25-29                    Male     United States of America
## 6203 18-21                    Male               United Kingdom
## 6204 35-39                    Male                        India
## 6205 30-34                    Male                        India
## 6206 25-29                    Male                    Indonesia
## 6207 22-24                    Male                        China
## 6208 60-69                  Female                  South Korea
## 6209 35-39                    Male                       Poland
## 6210 25-29                    Male                        India
## 6211 40-44                  Female                     Portugal
## 6212 40-44                    Male     United States of America
## 6213 25-29                    Male                        China
## 6214 60-69                    Male                       Canada
## 6215 22-24                    Male                        India
## 6216 30-34                    Male                       Canada
## 6217 35-39                    Male     United States of America
## 6218 25-29                  Female                        India
## 6219 30-34                    Male                      Ukraine
## 6220 35-39                    Male                        India
## 6221 25-29                    Male                  Netherlands
## 6222 30-34                    Male                      Germany
## 6223 30-34                    Male                       Brazil
## 6224 50-54                    Male     United States of America
## 6225 40-44                    Male                     Portugal
## 6226 30-34                    Male                        Other
## 6227 30-34                  Female     United States of America
## 6228 18-21                    Male                        India
## 6229 25-29                    Male                       Mexico
## 6230 25-29                    Male                      Nigeria
## 6231 18-21       Prefer not to say                        India
## 6232 30-34                    Male                     Colombia
## 6233 30-34                  Female     United States of America
## 6234 25-29                    Male     United States of America
## 6235 40-44                    Male                  Philippines
## 6236 35-39                    Male                      Hungary
## 6237 40-44                    Male                        India
## 6238 60-69                    Male                        Japan
## 6239 22-24                    Male                     Pakistan
## 6240 35-39                    Male                        India
## 6241 30-34                    Male                       Brazil
## 6242 60-69                    Male                  Netherlands
## 6243 30-34                    Male                       Greece
## 6244 18-21                    Male                        India
## 6245 60-69                    Male     United States of America
## 6246 30-34                    Male                        Japan
## 6247 22-24                    Male     United States of America
## 6248 30-34                    Male                      Germany
## 6249 55-59                    Male     United States of America
## 6250 30-34                    Male                       Mexico
## 6251 35-39                    Male                  Netherlands
## 6252 18-21                    Male                        India
## 6253 30-34                  Female                        Japan
## 6254 22-24                    Male                    Indonesia
## 6255 22-24                    Male                        Other
## 6256 40-44                    Male                     Colombia
## 6257 40-44                    Male                       Mexico
## 6258 22-24                    Male     United States of America
## 6259 35-39                    Male     United States of America
## 6260 25-29                  Female     United States of America
## 6261 30-34                    Male                       Poland
## 6262 35-39                    Male                      Germany
## 6263 35-39                    Male                      Germany
## 6264 25-29                    Male                  Philippines
## 6265 30-34                    Male     United States of America
## 6266 25-29                    Male                       Poland
## 6267 35-39                    Male     United States of America
## 6268 30-34                  Female                      Germany
## 6269 22-24                    Male                        Other
## 6270 25-29       Prefer not to say                      Denmark
## 6271 25-29                    Male     United States of America
## 6272 18-21                    Male     United States of America
## 6273 40-44                    Male     United States of America
## 6274 40-44                    Male     United States of America
## 6275 60-69                    Male                         Peru
## 6276 22-24                    Male     United States of America
## 6277 22-24                    Male     United States of America
## 6278 30-34                    Male     United States of America
## 6279 25-29                    Male                       Russia
## 6280 22-24                    Male                     Viet Nam
## 6281 60-69                  Female                       Canada
## 6282 25-29                    Male                  Philippines
## 6283 25-29                    Male     United States of America
## 6284 30-34                    Male                        India
## 6285 18-21                    Male                      Nigeria
## 6286 25-29                    Male     United States of America
## 6287 30-34                    Male                        Japan
## 6288 30-34                    Male                    Argentina
## 6289 18-21                    Male                        India
## 6290 22-24                    Male                        India
## 6291 22-24                    Male                        India
## 6292 55-59                    Male     United States of America
## 6293 55-59                    Male                       Canada
## 6294 35-39                    Male                  South Korea
## 6295 18-21                    Male                        India
## 6296 35-39                  Female     United States of America
## 6297 18-21                    Male                        India
## 6298 35-39                    Male     United States of America
## 6299 25-29                    Male                        India
## 6300 50-54                    Male                     Thailand
## 6301 25-29                    Male                        India
## 6302 25-29                    Male                    Australia
## 6303 18-21                  Female                        India
## 6304 30-34                    Male                 Saudi Arabia
## 6305 22-24                    Male                        India
## 6306 60-69                    Male                      Ukraine
## 6307 18-21                    Male     United States of America
## 6308 30-34                    Male               United Kingdom
## 6309 50-54                    Male                      Germany
## 6310 50-54                    Male                      Germany
## 6311 18-21                    Male                        India
## 6312 22-24                  Female                        Other
## 6313 50-54                    Male                        Japan
## 6314 40-44                    Male                        Other
## 6315 22-24                    Male                        India
## 6316 30-34                    Male                       France
## 6317 40-44                    Male                       Poland
## 6318 22-24                    Male                        India
## 6319 25-29                    Male                    Singapore
## 6320 35-39                    Male                  Netherlands
## 6321 30-34                    Male     United States of America
## 6322 30-34                    Male                       France
## 6323 18-21                  Female                        India
## 6324 30-34                    Male                        China
## 6325 30-34                  Female                        India
## 6326 18-21                  Female                        India
## 6327 60-69                  Female                        Spain
## 6328 25-29                    Male                  Netherlands
## 6329 30-34                  Female                       France
## 6330 25-29                  Female                       Poland
## 6331 18-21                    Male                      Algeria
## 6332 25-29                    Male Iran, Islamic Republic of...
## 6333 30-34                  Female                        Other
## 6334 18-21                    Male                   Bangladesh
## 6335 30-34                    Male               Czech Republic
## 6336 30-34                    Male                        Japan
## 6337 30-34                    Male                        Other
## 6338 22-24                    Male                        India
## 6339 40-44                    Male                        Spain
## 6340 25-29                    Male                       Russia
## 6341 35-39                  Female                       Russia
## 6342 30-34                    Male                       Russia
## 6343 25-29                    Male     United States of America
## 6344 35-39                    Male     United States of America
## 6345 35-39                    Male     United States of America
## 6346 30-34                    Male                       Mexico
## 6347 50-54                  Female                       Canada
## 6348 22-24                  Female                        Other
## 6349 40-44                    Male               United Kingdom
## 6350 18-21                    Male                   Bangladesh
## 6351 40-44                    Male     United States of America
## 6352 35-39                    Male                      Germany
## 6353 25-29                  Female                        India
## 6354 40-44                    Male                        India
## 6355 25-29                    Male                        Other
## 6356 18-21                    Male                    Indonesia
## 6357 25-29                    Male                       Brazil
## 6358 25-29                    Male                        Other
## 6359 18-21                    Male                     Portugal
## 6360 22-24                    Male               United Kingdom
## 6361 25-29                    Male                      Germany
## 6362 40-44                    Male                       France
## 6363 40-44                  Female                       France
## 6364 22-24                    Male                         Peru
## 6365 18-21                    Male                        India
## 6366 22-24                    Male           Hong Kong (S.A.R.)
## 6367 25-29                    Male                      Algeria
## 6368 30-34                    Male                       Israel
## 6369 30-34                    Male                       Israel
## 6370 50-54                    Male                        Other
## 6371 25-29                    Male                       Sweden
## 6372 30-34                    Male                     Colombia
## 6373 22-24                    Male                     Pakistan
## 6374 30-34                    Male                       Russia
## 6375 22-24                    Male                      Nigeria
## 6376 30-34                    Male                      Ukraine
## 6377 30-34                    Male               United Kingdom
## 6378 30-34                    Male                        Other
## 6379 50-54                    Male     United States of America
## 6380 40-44                    Male                    Indonesia
## 6381 25-29                    Male                      Nigeria
## 6382 22-24                    Male                       Turkey
## 6383 50-54                    Male                       Poland
## 6384 35-39                    Male                       Israel
## 6385 30-34                    Male                       Russia
## 6386 25-29                  Female     United States of America
## 6387 55-59                    Male     United States of America
## 6388 35-39                    Male                       Brazil
## 6389 25-29                    Male                      Germany
## 6390 45-49                    Male     United States of America
## 6391 30-34                  Female                       Canada
## 6392 25-29                    Male                       Taiwan
## 6393 40-44                    Male                  South Korea
## 6394 30-34       Prefer not to say                        India
## 6395 22-24                    Male                        Japan
## 6396 50-54                    Male     United States of America
## 6397 60-69                    Male                        India
## 6398 55-59                    Male                        Japan
## 6399 55-59                    Male                       Taiwan
## 6400 25-29                    Male                        China
## 6401 30-34                    Male                        India
## 6402 50-54                    Male     United States of America
## 6403 35-39                    Male                        Japan
## 6404 55-59                    Male                    Australia
## 6405 30-34                    Male                        China
## 6406 45-49                    Male                       Canada
## 6407 60-69                    Male                       Russia
## 6408 55-59                  Female               United Kingdom
## 6409 22-24                    Male                       Turkey
## 6410 25-29                  Female                        India
## 6411 25-29                    Male                        India
## 6412 30-34                    Male                  New Zealand
## 6413 25-29                    Male               Czech Republic
## 6414 30-34                    Male                        India
## 6415 30-34                    Male                       Russia
## 6416 25-29                    Male Iran, Islamic Republic of...
## 6417 18-21                    Male                        India
## 6418 30-34                  Female                        Kenya
## 6419 30-34                    Male               Czech Republic
## 6420 25-29                    Male                        Spain
## 6421 25-29                    Male                        Other
## 6422 25-29                    Male                      Germany
## 6423 50-54                    Male                        India
## 6424 18-21                    Male                        India
## 6425 22-24                    Male                        India
## 6426 22-24                  Female                  Philippines
## 6427 35-39                    Male                        Other
## 6428 30-34                    Male                       Russia
## 6429 30-34                    Male                       Russia
## 6430 35-39                    Male           Hong Kong (S.A.R.)
## 6431 18-21                    Male                        India
## 6432 35-39                    Male                    Singapore
## 6433 22-24                  Female                        India
## 6434 45-49                    Male                        Japan
## 6435 45-49                    Male                      Algeria
## 6436 35-39                  Female                        Other
## 6437 30-34                    Male     United States of America
## 6438 25-29                    Male                        India
## 6439 22-24                    Male                        Other
## 6440 45-49                    Male                        Spain
## 6441 18-21                    Male                        India
## 6442 40-44                    Male                      Ukraine
## 6443 35-39                    Male                     Portugal
## 6444 25-29                    Male     United States of America
## 6445 40-44                  Female                        Japan
## 6446 22-24                  Female                       Taiwan
## 6447 35-39                    Male                     Colombia
## 6448 30-34                    Male                      Germany
## 6449 25-29                    Male                  Switzerland
## 6450 22-24                  Female                        Japan
## 6451 30-34                    Male                    Australia
## 6452 22-24                    Male                   Bangladesh
## 6453 25-29                    Male                        India
## 6454 18-21                    Male                        India
## 6455 40-44                  Female                      Ukraine
## 6456 18-21                    Male                        India
## 6457 25-29                    Male                        India
## 6458 22-24                    Male                        India
## 6459 22-24                  Female                        India
## 6460 25-29                  Female Iran, Islamic Republic of...
## 6461 35-39                    Male                        Spain
## 6462 25-29                    Male                        Other
## 6463 30-34                    Male                        India
## 6464 40-44                    Male     United States of America
## 6465 45-49                    Male                       Russia
## 6466 22-24                    Male                   Bangladesh
## 6467 35-39                    Male     United States of America
## 6468 25-29                    Male                    Singapore
## 6469 22-24                    Male                        India
## 6470 30-34                  Female     United States of America
## 6471 30-34                    Male                        India
## 6472 30-34                    Male                        Other
## 6473 45-49                  Female                        Spain
## 6474 25-29                  Female                       Turkey
## 6475 30-34                    Male     United States of America
## 6476 35-39                    Male                        India
## 6477 30-34                    Male                      Germany
## 6478 22-24                    Male                        India
## 6479 30-34                    Male                  Netherlands
## 6480 25-29                    Male                        Other
## 6481 35-39                  Female               United Kingdom
## 6482 22-24                    Male                       Mexico
## 6483 30-34                  Female                        Kenya
## 6484 35-39                  Female                       Norway
## 6485 35-39                    Male                      Nigeria
## 6486 25-29                    Male                     Colombia
## 6487 22-24                    Male                        Other
## 6488 30-34                    Male               United Kingdom
## 6489 35-39                  Female                  South Korea
## 6490 50-54                  Female     United States of America
## 6491 30-34                    Male                    Singapore
## 6492 35-39                    Male     United States of America
## 6493 45-49                  Female                  South Korea
## 6494 35-39                    Male     United States of America
## 6495 30-34                    Male                    Singapore
## 6496 22-24                  Female                        India
## 6497 22-24                    Male     United States of America
## 6498 18-21       Prefer not to say                        China
## 6499 35-39                    Male     United States of America
## 6500 25-29                    Male                  South Korea
## 6501 25-29                    Male     United States of America
## 6502 25-29                    Male                       Taiwan
## 6503 45-49                    Male     United States of America
## 6504 25-29                    Male     United States of America
## 6505 40-44                  Female                  South Korea
## 6506 25-29                    Male                    Australia
## 6507 55-59                    Male                       Taiwan
## 6508 18-21                  Female                        India
## 6509 50-54                    Male                        India
## 6510 30-34                    Male                        Other
## 6511 30-34                    Male                      Germany
## 6512 30-34                  Female                        India
## 6513 30-34                    Male                        Other
## 6514 22-24                    Male                        India
## 6515 25-29                  Female                        Other
## 6516 18-21                    Male                        India
## 6517 25-29                    Male                        Italy
## 6518 25-29                    Male     United States of America
## 6519 45-49                    Male                        Italy
## 6520 22-24                  Female                        Other
## 6521 25-29                  Female                       Russia
## 6522 40-44                    Male                        India
## 6523 30-34                    Male                        China
## 6524 25-29                    Male                        India
## 6525 18-21                    Male                       Turkey
## 6526 35-39                    Male               United Kingdom
## 6527 22-24                  Female                        India
## 6528 45-49                    Male                  Netherlands
## 6529 25-29                    Male                  Netherlands
## 6530 25-29                    Male                        Italy
## 6531 35-39                    Male                        Other
## 6532 25-29                    Male                        Italy
## 6533 25-29                    Male                      Germany
## 6534 40-44                  Female                        Other
## 6535 40-44                    Male                        Japan
## 6536 25-29                    Male                        India
## 6537 25-29                    Male                        Other
## 6538 22-24                  Female                        India
## 6539 25-29                    Male                       France
## 6540 30-34                    Male                      Ireland
## 6541 30-34                    Male                      Belgium
## 6542 18-21                    Male                        India
## 6543 60-69                    Male                        Spain
## 6544 25-29                    Male                        India
## 6545 25-29                    Male                        Other
## 6546 25-29                    Male                        Other
## 6547 22-24                    Male                     Viet Nam
## 6548 25-29                  Female                     Thailand
## 6549 25-29                    Male                        India
## 6550 25-29                    Male Iran, Islamic Republic of...
## 6551 40-44                    Male                       Russia
## 6552 22-24                  Female                        Kenya
## 6553 25-29                    Male                       Poland
## 6554 45-49                    Male                        Other
## 6555 25-29                    Male                      Morocco
## 6556 30-34                    Male                        Kenya
## 6557 30-34                  Female                      Morocco
## 6558 30-34                    Male                       Turkey
## 6559 25-29                  Female                        India
## 6560 18-21                  Female                        India
## 6561 40-44                    Male                        Other
## 6562 30-34                    Male     United States of America
## 6563 22-24                    Male                        India
## 6564 25-29                    Male                       Russia
## 6565 55-59                    Male     United States of America
## 6566 25-29                  Female                      Ireland
## 6567 25-29                    Male                        India
## 6568 22-24                    Male                        Spain
## 6569 60-69                  Female                       Greece
## 6570 22-24                    Male                      Belarus
## 6571 30-34                  Female Iran, Islamic Republic of...
## 6572 25-29                    Male                      Tunisia
## 6573 25-29                    Male                        Japan
## 6574 35-39                  Female                       Brazil
## 6575 30-34                    Male                        Chile
## 6576 35-39                    Male                      Belgium
## 6577 22-24                  Female                        India
## 6578 18-21                    Male                        Spain
## 6579 25-29                    Male                        India
## 6580 40-44                  Female                  Netherlands
## 6581 18-21                    Male                     Pakistan
## 6582 22-24                    Male                       Russia
## 6583 30-34                    Male                        India
## 6584 22-24                    Male                        Other
## 6585 25-29                    Male                        India
## 6586 25-29                    Male               United Kingdom
## 6587 25-29                    Male                       Russia
## 6588 25-29                    Male                       Mexico
## 6589 30-34                    Male                      Germany
## 6590 35-39                    Male                        Other
## 6591 30-34                    Male                       France
## 6592 22-24                  Female                        India
## 6593 18-21                    Male                        Kenya
## 6594 30-34                    Male                     Pakistan
## 6595 40-44                    Male                       Greece
## 6596 25-29                  Female                        China
## 6597 22-24                    Male                        India
## 6598 35-39                    Male                       France
## 6599 30-34                    Male                        India
## 6600 18-21                    Male                        India
## 6601 18-21                    Male                        India
## 6602 25-29                    Male     United States of America
## 6603 40-44                    Male                       Poland
## 6604 22-24                    Male                        India
## 6605 22-24                  Female     United States of America
## 6606 25-29                    Male                        Kenya
## 6607 60-69                    Male                      Ukraine
## 6608 30-34                    Male                        Italy
## 6609 30-34                    Male                       France
## 6610 25-29                    Male                        Spain
## 6611 35-39                    Male                        India
## 6612 22-24                    Male                        Other
## 6613 18-21                    Male                        India
## 6614 22-24                  Female     United States of America
## 6615 25-29                  Female                        India
## 6616 25-29                    Male                       France
## 6617 25-29                    Male                       Brazil
## 6618 30-34                    Male                       Russia
## 6619 30-34                  Female     United States of America
## 6620 30-34                    Male                        Other
## 6621 22-24                  Female                       Turkey
## 6622 30-34                    Male                        India
## 6623 22-24                    Male                        India
## 6624 25-29                    Male                        India
## 6625 22-24                    Male                        Other
## 6626 22-24                    Male     United States of America
## 6627 40-44                    Male                       Brazil
## 6628 50-54                    Male                        Other
## 6629 30-34                  Female                  Netherlands
## 6630 22-24                    Male                        India
## 6631 40-44                    Male               United Kingdom
## 6632 25-29                    Male            Republic of Korea
## 6633 25-29                    Male                      Belgium
## 6634 55-59                    Male                         Peru
## 6635 50-54                    Male     United States of America
## 6636 35-39                    Male                       Taiwan
## 6637 35-39                    Male                      Germany
## 6638 30-34                    Male                      Nigeria
## 6639 25-29                    Male                        India
## 6640 35-39                    Male                        Japan
## 6641 30-34                    Male                       Russia
## 6642 40-44                  Female                       France
## 6643 25-29                    Male                        Other
## 6644 50-54                    Male               United Kingdom
## 6645 30-34                  Female                        Spain
## 6646 35-39                  Female                        Japan
## 6647 25-29                    Male                       France
## 6648 18-21                    Male                    Australia
## 6649 30-34                    Male                        Japan
## 6650 22-24                    Male                        Other
## 6651 30-34                    Male                      Ukraine
## 6652 35-39                  Female     United States of America
## 6653 30-34                    Male                        Chile
## 6654 30-34                  Female     United States of America
## 6655 25-29                    Male                     Malaysia
## 6656 22-24                    Male                        China
## 6657 22-24                    Male                        Japan
## 6658 30-34                    Male                      Nigeria
## 6659 60-69                    Male                  Netherlands
## 6660 35-39                    Male                 Saudi Arabia
## 6661 22-24                    Male                       Turkey
## 6662 22-24                    Male                        India
## 6663 25-29       Prefer not to say                        China
## 6664 35-39                    Male                        India
## 6665 22-24                    Male                        Other
## 6666 30-34                    Male     United States of America
## 6667 18-21                    Male                        India
## 6668 22-24                    Male                        India
## 6669 40-44                    Male                      Hungary
## 6670 25-29                  Female                        India
## 6671 25-29                    Male                        Chile
## 6672 25-29                    Male     United States of America
## 6673 22-24                    Male                        India
## 6674 22-24                    Male                        China
## 6675 30-34                    Male               Czech Republic
## 6676 22-24                    Male                        India
## 6677 18-21                    Male                        India
## 6678 25-29                    Male                        Japan
## 6679 30-34                    Male               United Kingdom
## 6680 25-29                    Male                        Other
## 6681 18-21                    Male                  Switzerland
## 6682 35-39                    Male                       Canada
## 6683 30-34                    Male                       Brazil
## 6684 40-44                    Male                        Japan
## 6685 18-21                  Female                        India
## 6686 30-34                  Female                        India
## 6687 35-39                    Male                       France
## 6688 25-29                    Male                       Norway
## 6689 25-29                  Female               United Kingdom
## 6690 22-24                  Female                        India
## 6691 35-39                  Female                        India
## 6692 30-34                    Male     United States of America
## 6693 25-29                    Male                        Japan
## 6694 18-21                    Male                      Belgium
## 6695 40-44                    Male                        India
## 6696 30-34                    Male     United States of America
## 6697 30-34                    Male                        India
## 6698 35-39                    Male                        India
## 6699 22-24                    Male                       Brazil
## 6700 30-34                    Male     United States of America
## 6701 30-34                    Male                        India
## 6702 18-21                    Male                        India
## 6703 22-24                    Male                        India
## 6704 35-39                    Male                  Switzerland
## 6705 22-24                    Male     United States of America
## 6706 50-54                    Male               United Kingdom
## 6707 18-21                  Female                        India
## 6708 18-21                    Male                       Brazil
## 6709 35-39                    Male                       Russia
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## 6711 40-44                    Male                       Taiwan
## 6712 22-24                    Male                        India
## 6713 25-29                  Female                      Nigeria
## 6714 35-39                    Male                        India
## 6715 30-34                    Male                       Mexico
## 6716 60-69                    Male     United States of America
## 6717 30-34                    Male     United States of America
## 6718 22-24                    Male                        Japan
## 6719 18-21                    Male                       Russia
## 6720 30-34                  Female                 Saudi Arabia
## 6721 50-54                    Male                       Taiwan
## 6722 35-39                  Female     United States of America
## 6723 35-39                    Male                      Germany
## 6724 50-54                  Female                       Russia
## 6725 40-44                    Male                        India
## 6726 25-29                    Male                       Brazil
## 6727 55-59                    Male                       Sweden
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## 6729 22-24                    Male     United States of America
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## 6738 18-21                    Male                   Bangladesh
## 6739 22-24                    Male                       Brazil
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## 6744 25-29                    Male     United States of America
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## 6749 35-39                  Female                       Brazil
## 6750 45-49                    Male                       Greece
## 6751 35-39                    Male                       Russia
## 6752 35-39                    Male     United States of America
## 6753 25-29                    Male                        India
## 6754 25-29                    Male                        India
## 6755 40-44                    Male                       Canada
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## 6758 25-29                    Male     United States of America
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## 6762 30-34                    Male                        India
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## 6765 35-39                    Male                 South Africa
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## 6769 40-44                    Male     United States of America
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## 6773 22-24                    Male                        India
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## 6779 22-24                    Male                        India
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## 6784 30-34                    Male               United Kingdom
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## 6789 18-21                    Male                        India
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## 6792 22-24                    Male                        China
## 6793 25-29                    Male     United States of America
## 6794 18-21                    Male                       Russia
## 6795 25-29                    Male                        Spain
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## 6797 18-21                    Male                        India
## 6798 35-39                    Male                        Other
## 6799 25-29                    Male                  Switzerland
## 6800 35-39                    Male                        India
## 6801 25-29                    Male                     Portugal
## 6802 25-29                    Male                        Japan
## 6803 18-21                    Male                       Russia
## 6804 35-39                    Male                        Japan
## 6805 55-59                  Female     United States of America
## 6806 25-29                  Female                        Other
## 6807 25-29                    Male                      Germany
## 6808 18-21                    Male                        India
## 6809 25-29                    Male                        Other
## 6810 40-44                    Male                      Germany
## 6811 40-44                  Female                       Greece
## 6812 30-34                    Male     United States of America
## 6813 22-24                    Male                        India
## 6814 25-29                    Male                      Germany
## 6815 30-34                    Male                     Thailand
## 6816 30-34                    Male                       France
## 6817 22-24                  Female                     Viet Nam
## 6818 30-34                    Male                     Malaysia
## 6819 30-34                    Male                       Brazil
## 6820 25-29                    Male                        India
## 6821 30-34                    Male                 South Africa
## 6822 25-29                    Male                       Mexico
## 6823 40-44                    Male                      Denmark
## 6824 45-49                    Male               Czech Republic
## 6825 22-24                    Male                       France
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## 6827 30-34                  Female               United Kingdom
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## 6835 30-34                  Female     United States of America
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## 6839 22-24                    Male                       Brazil
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## 6843 22-24                  Female                        Egypt
## 6844 40-44                    Male               United Kingdom
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## 6846 22-24                    Male                        Japan
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## 6849 30-34                    Male                        India
## 6850 30-34                    Male                       Brazil
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## 6853 18-21                    Male                        India
## 6854 40-44                    Male                        Spain
## 6855 22-24                    Male                        India
## 6856 25-29                  Female                      Germany
## 6857 22-24                    Male                        Other
## 6858 25-29                    Male                        India
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## 6861 50-54                    Male     United States of America
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## 6863 40-44                    Male     United States of America
## 6864 25-29       Prefer not to say                       Canada
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## 6866 40-44                    Male     United States of America
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## 6875 18-21                    Male                        India
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## 6883 18-21                    Male                        India
## 6884 30-34                    Male                       Israel
## 6885 22-24                    Male                        India
## 6886 30-34                    Male     United States of America
## 6887 55-59                    Male                        Spain
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## 6889 35-39       Prefer not to say     United States of America
## 6890 35-39                    Male                        Other
## 6891 25-29                  Female                       Brazil
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## 7034 22-24                    Male                       Taiwan
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## 7048 55-59                  Female     United States of America
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## 7317 18-21                    Male                        Other
## 7318 30-34                    Male                      Tunisia
## 7319 35-39                  Female     United States of America
## 7320 18-21                    Male                        China
## 7321 40-44                    Male                       Mexico
## 7322 25-29                  Female                       Mexico
## 7323 30-34                    Male                         Peru
## 7324 25-29                    Male                        India
## 7325 22-24                    Male                 South Africa
## 7326 40-44                  Female                        Italy
## 7327 22-24                    Male                      Ireland
## 7328 25-29                    Male                         Peru
## 7329 60-69                    Male     United States of America
## 7330 22-24                  Female                        India
## 7331 18-21                    Male                        China
## 7332 45-49                    Male     United States of America
## 7333 25-29                  Female                        India
## 7334 50-54                    Male     United States of America
## 7335 30-34                    Male                        Other
## 7336 40-44                  Female                        India
## 7337 25-29                    Male                     Pakistan
## 7338 22-24                    Male                        India
## 7339 45-49       Prefer not to say                        Other
## 7340 30-34                    Male     United States of America
## 7341 22-24                    Male                        India
## 7342 18-21                    Male                        India
## 7343 30-34                    Male     United States of America
## 7344 30-34                  Female                       Brazil
## 7345 60-69       Prefer not to say     United States of America
## 7346 45-49 Prefer to self-describe     United States of America
## 7347 18-21                  Female                      Algeria
## 7348 40-44                    Male     United States of America
## 7349 55-59                    Male     United States of America
## 7350 22-24                  Female Iran, Islamic Republic of...
## 7351 22-24                    Male                        India
## 7352 25-29                    Male     United States of America
## 7353 50-54                    Male                  Switzerland
## 7354 30-34                    Male                        Italy
## 7355 30-34                    Male     United States of America
## 7356 22-24                    Male                       Brazil
## 7357 25-29                    Male     United States of America
## 7358 50-54                    Male     United States of America
## 7359 25-29                    Male                       Canada
## 7360 35-39                    Male                        India
## 7361 40-44                    Male                       Brazil
## 7362 30-34                    Male                      Germany
## 7363 45-49                    Male                        Spain
## 7364 40-44                    Male                        India
## 7365 25-29                    Male                       France
## 7366 30-34                    Male                        Other
## 7367 35-39                    Male                        Spain
## 7368 18-21                    Male                        India
## 7369 25-29                  Female                        Other
## 7370 22-24                    Male     United States of America
## 7371 40-44                    Male                        India
## 7372 30-34                    Male     United States of America
## 7373 18-21                  Female                    Singapore
## 7374 25-29                  Female     United States of America
## 7375 35-39                    Male     United States of America
## 7376 30-34                    Male                       Brazil
## 7377 25-29                    Male                        India
## 7378 55-59                    Male                  Netherlands
## 7379 35-39                    Male     United States of America
## 7380 30-34                  Female                       Brazil
## 7381 50-54                    Male                        Italy
## 7382 22-24                    Male                        Chile
## 7383 30-34                    Male                        Other
## 7384 60-69                    Male     United States of America
## 7385 35-39                    Male                       Russia
## 7386 25-29       Prefer not to say                    Argentina
## 7387 30-34                    Male                        India
## 7388 25-29                    Male                        India
## 7389 30-34                    Male                        Spain
## 7390 40-44                    Male                        Italy
## 7391 22-24                    Male                        India
## 7392 25-29                  Female                     Viet Nam
## 7393 30-34                  Female                      Ukraine
## 7394 30-34                    Male     United States of America
## 7395 30-34                    Male                       Turkey
## 7396 22-24                    Male                        India
## 7397 30-34                    Male                       Taiwan
## 7398 25-29                    Male                  South Korea
## 7399 25-29                    Male Iran, Islamic Republic of...
## 7400 40-44                    Male     United States of America
## 7401 18-21                    Male     United States of America
## 7402 30-34                    Male                       France
## 7403 45-49                    Male     United States of America
## 7404 22-24                    Male                        India
## 7405 45-49                    Male     United States of America
## 7406 25-29                    Male                      Nigeria
## 7407 25-29                    Male                        Other
## 7408 40-44                    Male                        India
## 7409 40-44                    Male                        Japan
## 7410 30-34                    Male                       Brazil
## 7411 30-34                    Male                        India
## 7412 22-24                    Male                   Bangladesh
## 7413 18-21                    Male                        India
## 7414 25-29                    Male                        India
## 7415 45-49                    Male                        India
## 7416 18-21                    Male                        India
## 7417 30-34                    Male                      Morocco
## 7418 22-24                    Male                        India
## 7419 25-29                    Male                      Nigeria
## 7420 50-54                    Male                        India
## 7421 22-24                    Male                     Pakistan
## 7422 40-44                    Male                       Brazil
## 7423 25-29                    Male                      Tunisia
## 7424 18-21                  Female                      Nigeria
## 7425 45-49                    Male                      Romania
## 7426 30-34                    Male     United States of America
## 7427 40-44                    Male                        India
## 7428 30-34                    Male                      Germany
## 7429 25-29                    Male                        China
## 7430 22-24                    Male                       Mexico
## 7431 18-21                    Male                        India
## 7432 40-44                    Male                       Canada
## 7433 22-24                  Female                        India
## 7434 18-21                    Male                        India
## 7435 30-34                    Male                     Colombia
## 7436 30-34                    Male                        Chile
## 7437 25-29                    Male     United States of America
## 7438 35-39                    Male                       Brazil
## 7439 35-39                    Male                      Nigeria
## 7440 30-34                    Male                        Other
## 7441 35-39                    Male     United States of America
## 7442 40-44                    Male                       Canada
## 7443 30-34                    Male                       Brazil
## 7444 22-24                    Male     United States of America
## 7445 50-54                    Male                       Brazil
## 7446 18-21                    Male                      Nigeria
## 7447 22-24                    Male                       Mexico
## 7448 25-29                    Male                        India
## 7449 40-44                    Male                        Japan
## 7450 30-34                    Male               United Kingdom
## 7451 35-39                    Male                      Nigeria
## 7452 22-24                    Male                        India
## 7453 22-24                  Female     United States of America
## 7454 25-29                    Male                        India
## 7455 18-21                  Female                        India
## 7456 25-29                    Male                       Canada
## 7457 45-49                    Male                    Argentina
## 7458 22-24                    Male                      Morocco
## 7459 22-24                    Male                       Brazil
## 7460 30-34                    Male                        India
## 7461 25-29                    Male                    Argentina
## 7462 45-49                    Male                        Spain
## 7463 40-44                    Male                       Israel
## 7464 50-54                    Male     United States of America
## 7465 18-21                    Male                        India
## 7466 30-34                    Male                        Spain
## 7467 30-34                    Male     United States of America
## 7468 30-34                    Male                  South Korea
## 7469 45-49                    Male     United States of America
## 7470 22-24                    Male     United States of America
## 7471 40-44                    Male                        Italy
## 7472 25-29                    Male                        India
## 7473 22-24                    Male                      Nigeria
## 7474 22-24                    Male                        Other
## 7475 35-39                    Male                       Russia
## 7476 40-44                    Male                        Spain
## 7477 30-34                    Male               United Kingdom
## 7478 18-21                    Male                        Other
## 7479 22-24                    Male                       Mexico
## 7480 22-24                    Male                       Taiwan
## 7481 50-54                    Male                 Saudi Arabia
## 7482 45-49                    Male                       Brazil
## 7483 30-34                    Male                      Germany
## 7484 45-49                    Male     United States of America
## 7485 25-29                    Male                       Russia
## 7486 22-24                    Male                        India
## 7487 22-24                    Male                        India
## 7488 25-29                    Male                        China
## 7489 25-29                  Female                        India
## 7490 30-34                    Male                        India
## 7491 30-34                    Male                        India
## 7492 35-39                    Male                     Colombia
## 7493 30-34                    Male                       Russia
## 7494 22-24                    Male                       Russia
## 7495 18-21                    Male                        India
## 7496 30-34                    Male Iran, Islamic Republic of...
## 7497 50-54                    Male                        Japan
## 7498 22-24                    Male               United Kingdom
## 7499 30-34                    Male     United States of America
## 7500 25-29                    Male                        India
## 7501 50-54                  Female                      Ireland
## 7502 22-24                    Male                        India
## 7503 40-44                    Male                     Malaysia
## 7504 30-34                    Male                       Russia
## 7505 55-59                  Female     United States of America
## 7506 22-24                  Female                        Kenya
## 7507 22-24                    Male                     Pakistan
## 7508 22-24                    Male                        India
## 7509 30-34                    Male                        India
## 7510 35-39                    Male                       Brazil
## 7511 35-39                    Male                      Ukraine
## 7512 25-29                  Female                        Other
## 7513 22-24                    Male                        India
## 7514 45-49                  Female     United States of America
## 7515 30-34                    Male     United States of America
## 7516 22-24                    Male                        India
## 7517 30-34                    Male                       Poland
## 7518 25-29                    Male                       Mexico
## 7519 35-39                    Male                        India
## 7520 25-29                    Male     United States of America
## 7521 18-21                    Male     United States of America
## 7522 22-24                  Female                      Nigeria
## 7523 35-39                    Male                      Germany
## 7524 35-39                    Male                 South Africa
## 7525 35-39       Prefer not to say                      Germany
## 7526 25-29                  Female     United States of America
## 7527 35-39                  Female     United States of America
## 7528 30-34                  Female     United States of America
## 7529 35-39                    Male     United States of America
## 7530 30-34                    Male                        India
## 7531 22-24                    Male                        India
## 7532 30-34                    Male                       Russia
## 7533 22-24                    Male                        India
## 7534 25-29                    Male                        India
## 7535 30-34                    Male                        Japan
## 7536 30-34                    Male                  South Korea
## 7537 40-44                    Male                       Mexico
## 7538 30-34                    Male                       Brazil
## 7539 22-24                  Female                        India
## 7540 25-29                    Male                 South Africa
## 7541 60-69                    Male     United States of America
## 7542 18-21                    Male                        India
## 7543 25-29                  Female     United States of America
## 7544 25-29                    Male                      Germany
## 7545 40-44                    Male                       Russia
## 7546 60-69 Prefer to self-describe                        Other
## 7547 55-59                    Male     United States of America
## 7548 25-29                    Male     United States of America
## 7549 45-49                    Male     United States of America
## 7550 22-24                    Male                        India
## 7551 25-29                  Female                        Other
## 7552 35-39                  Female                        Spain
## 7553 55-59                    Male     United States of America
## 7554 22-24                    Male                        India
## 7555 25-29                    Male                       France
## 7556 22-24                    Male     United States of America
## 7557 22-24                    Male                        India
## 7558 60-69                    Male     United States of America
## 7559 18-21                    Male                        India
## 7560 40-44                    Male                      Nigeria
## 7561 35-39                    Male                        Other
## 7562 35-39                    Male                      Germany
## 7563 55-59                    Male     United States of America
## 7564 25-29                    Male                        India
## 7565 18-21                    Male                       Brazil
## 7566 25-29                    Male                      Germany
## 7567 25-29                    Male                     Colombia
## 7568 30-34                    Male                        India
## 7569 30-34                    Male     United States of America
## 7570 18-21                    Male                        India
## 7571 30-34                  Female     United States of America
## 7572 22-24                    Male                      Nigeria
## 7573 35-39                    Male                       Russia
## 7574 55-59                    Male     United States of America
## 7575 25-29                    Male                       Greece
## 7576 35-39                    Male                       France
## 7577 25-29                    Male                        India
## 7578 25-29                    Male     United States of America
## 7579 45-49                    Male                       Norway
## 7580 22-24                    Male                        India
## 7581 35-39                  Female                 South Africa
## 7582 22-24                    Male                     Pakistan
## 7583 25-29                  Female                      Germany
## 7584 22-24                    Male                        India
## 7585 18-21                  Female                        India
## 7586 40-44                  Female                       Poland
## 7587 55-59                    Male     United States of America
## 7588 40-44                  Female                       Brazil
## 7589 25-29                    Male     United States of America
## 7590 22-24                    Male                        India
## 7591 18-21                    Male                        India
## 7592 18-21                  Female                       Turkey
## 7593 18-21                    Male                        India
## 7594 18-21                    Male                     Pakistan
## 7595 25-29                    Male                       Taiwan
## 7596 40-44                    Male                      Germany
## 7597 40-44                  Female     United States of America
## 7598 30-34                  Female                       Mexico
## 7599 35-39       Prefer not to say     United States of America
## 7600 30-34                    Male                       France
## 7601 25-29                    Male                       Brazil
## 7602 55-59                    Male                       Mexico
## 7603 18-21                    Male                        India
## 7604 22-24                    Male                       Brazil
## 7605 50-54                    Male                  New Zealand
## 7606 35-39                    Male                     Colombia
## 7607 50-54                    Male     United States of America
## 7608 18-21                    Male                        India
## 7609 35-39                    Male                     Colombia
## 7610 30-34                    Male                       Canada
## 7611 30-34                    Male                  New Zealand
## 7612 60-69                    Male     United States of America
## 7613 30-34                    Male                        Chile
## 7614 22-24                    Male                        India
## 7615 22-24                    Male                   Bangladesh
## 7616 30-34                    Male                        Spain
## 7617 45-49                    Male                        Spain
## 7618 18-21                    Male                       Mexico
## 7619 40-44       Prefer not to say     United States of America
## 7620 30-34       Prefer not to say               United Kingdom
## 7621 18-21                    Male                        India
## 7622 22-24                    Male                        India
## 7623 55-59                    Male     United States of America
## 7624 22-24                    Male                        India
## 7625 30-34                    Male                        Other
## 7626 25-29                    Male               United Kingdom
## 7627 25-29                    Male                        Other
## 7628 35-39                    Male               United Kingdom
## 7629 40-44                    Male                        Italy
## 7630 35-39                  Female                     Portugal
## 7631 60-69                    Male     United States of America
## 7632 35-39                    Male                        Spain
## 7633 25-29                    Male                      Germany
## 7634 22-24                    Male                        India
## 7635 25-29                    Male                        India
## 7636 22-24                    Male                        Other
## 7637 45-49                    Male     United States of America
## 7638 40-44       Prefer not to say     United States of America
## 7639 35-39                    Male     United States of America
## 7640 35-39                  Female                       Canada
## 7641 40-44                    Male                       Brazil
## 7642 25-29                    Male                        India
## 7643 25-29                    Male                        India
## 7644 22-24                    Male                        India
## 7645 30-34                    Male                       Russia
## 7646 30-34                  Female                       Poland
## 7647 35-39                    Male     United States of America
## 7648 18-21                    Male                      Ukraine
## 7649 22-24                    Male                        India
## 7650 25-29                    Male                        India
## 7651 22-24                    Male                        India
## 7652 45-49                    Male     United States of America
## 7653 30-34                    Male                       Mexico
## 7654 18-21                    Male                        India
## 7655 55-59                    Male     United States of America
## 7656 25-29                  Female                       Brazil
## 7657 30-34                    Male                       Russia
## 7658 25-29                  Female                      Nigeria
## 7659 25-29                    Male                        China
## 7660 30-34                    Male                       Brazil
## 7661 50-54                    Male                        Spain
## 7662 35-39                    Male                      Hungary
## 7663 25-29                    Male     United States of America
## 7664 18-21                    Male                     Colombia
## 7665 40-44                    Male     United States of America
## 7666 25-29                    Male                        India
## 7667 25-29                  Female                         Peru
## 7668 50-54                    Male                       Brazil
## 7669 22-24                    Male                        India
## 7670 25-29                    Male                       Taiwan
## 7671 22-24                    Male     United States of America
## 7672 25-29                    Male                       Brazil
## 7673 18-21                    Male                      Ukraine
## 7674 45-49                    Male               United Kingdom
## 7675 60-69                    Male                       Canada
## 7676 35-39                    Male                        Other
## 7677 25-29                    Male                        India
## 7678 18-21                    Male                       Russia
## 7679 22-24                    Male                      Denmark
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## 7681 25-29                    Male                        India
## 7682 45-49                  Female                       Canada
## 7683 45-49                    Male                        Egypt
## 7684 45-49                    Male                        Other
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## 7687 25-29                    Male                        India
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## 7690 18-21                    Male     United States of America
## 7691 30-34                  Female                        Chile
## 7692 18-21                    Male                       Russia
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## 7694 25-29                    Male     United States of America
## 7695 18-21                    Male                        India
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## 7697 22-24                    Male                        India
## 7698 30-34                    Male                      Ukraine
## 7699 30-34                  Female                        India
## 7700 50-54                    Male     United States of America
## 7701 55-59                    Male                     Portugal
## 7702 30-34                    Male                       France
## 7703 22-24                    Male                      Germany
## 7704 25-29                  Female                       Brazil
## 7705 22-24                    Male                        India
## 7706 25-29                    Male     United States of America
## 7707 18-21                    Male                       Brazil
## 7708 25-29                    Male                        Other
## 7709 22-24                    Male                      Romania
## 7710 25-29                    Male                        Egypt
## 7711 45-49                    Male                       Poland
## 7712 30-34                    Male                       Mexico
## 7713 22-24                    Male                       Brazil
## 7714 18-21                    Male                        India
## 7715 22-24                    Male                       France
## 7716 35-39                    Male     United States of America
## 7717 45-49                    Male                        Japan
## 7718 35-39                  Female                        Other
## 7719 25-29                    Male                        India
## 7720 55-59                    Male                       Taiwan
## 7721 25-29                    Male                       Canada
## 7722 25-29                    Male                        Chile
## 7723 50-54                    Male                        Spain
## 7724 30-34                    Male                        Chile
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## 7726 22-24                    Male                       Mexico
## 7727 25-29                    Male                       Canada
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## 7730 30-34                  Female     United States of America
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## 7732 55-59                    Male     United States of America
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## 7734 25-29                    Male                     Colombia
## 7735 30-34                  Female                 South Africa
## 7736 22-24                    Male                        India
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## 7738 35-39                    Male     United States of America
## 7739 35-39                    Male                       Brazil
## 7740 22-24                    Male                        India
## 7741 22-24                    Male                        India
## 7742 22-24                    Male                        India
## 7743 30-34                    Male                       Brazil
## 7744 45-49                    Male     United States of America
## 7745 25-29                    Male                        India
## 7746 22-24                  Female                        India
## 7747 50-54                    Male     United States of America
## 7748 45-49                    Male                       Turkey
## 7749 45-49                    Male                        Other
## 7750 35-39                    Male                       Brazil
## 7751 45-49                    Male                        Spain
## 7752 40-44                    Male                        Other
## 7753 45-49                    Male     United States of America
## 7754 22-24                    Male                     Pakistan
## 7755 45-49                    Male                        Spain
## 7756 40-44                  Female                        Other
## 7757 25-29                    Male           Hong Kong (S.A.R.)
## 7758 22-24                    Male                       France
## 7759 35-39                    Male                  Netherlands
## 7760 30-34                  Female                       Brazil
## 7761 22-24                    Male                        India
## 7762 30-34                    Male     United States of America
## 7763 30-34                    Male                        Chile
## 7764 22-24                    Male                        India
## 7765 18-21                    Male                        Other
## 7766 30-34                    Male     United States of America
## 7767 22-24                    Male                      Belgium
## 7768 35-39                  Female                        India
## 7769 22-24                    Male                        Chile
## 7770 35-39                    Male                       Poland
## 7771 18-21                    Male                        India
## 7772 30-34                  Female     United States of America
## 7773 25-29                    Male                        India
## 7774 35-39                    Male                 Saudi Arabia
## 7775 50-54                    Male                       Canada
## 7776 40-44                    Male     United States of America
## 7777 18-21                    Male                        India
## 7778 18-21                    Male                        India
## 7779 30-34                    Male                        India
## 7780 25-29                  Female                      Nigeria
## 7781 40-44                  Female                 Saudi Arabia
## 7782 60-69                    Male                     Malaysia
## 7783 25-29                    Male Iran, Islamic Republic of...
## 7784 45-49                    Male     United States of America
## 7785 18-21                    Male                        India
## 7786 40-44                    Male                     Colombia
## 7787 25-29                    Male                        India
## 7788 40-44                    Male                        Chile
## 7789 22-24                    Male                       Brazil
## 7790 25-29                    Male                 South Africa
## 7791 30-34                    Male                      Belgium
## 7792 45-49                    Male                       Brazil
## 7793 50-54                    Male                       Brazil
## 7794 25-29                    Male                      Germany
## 7795 35-39                    Male                       Canada
## 7796 30-34                    Male                       Brazil
## 7797 30-34                    Male                        Other
## 7798 25-29                    Male                        India
## 7799 35-39                    Male                        India
## 7800 22-24                  Female                        India
## 7801 30-34                    Male                       Canada
## 7802 22-24                  Female     United States of America
## 7803 25-29                    Male                      Germany
## 7804 22-24                    Male                        India
## 7805 30-34                  Female                      Austria
## 7806 22-24                    Male                       Brazil
## 7807 18-21                  Female                        India
## 7808 22-24                    Male                        India
## 7809 35-39                    Male                        Japan
## 7810 25-29                  Female     United States of America
## 7811 22-24                    Male                        India
## 7812 60-69                    Male     United States of America
## 7813 45-49                    Male                       France
## 7814 22-24                    Male                        India
## 7815 25-29                    Male     United States of America
## 7816 35-39                  Female                       Brazil
## 7817 30-34                    Male                     Colombia
## 7818 18-21                    Male                        India
## 7819 22-24                    Male                        India
## 7820 25-29                  Female               United Kingdom
## 7821 22-24                    Male                       Mexico
## 7822 30-34                    Male Iran, Islamic Republic of...
## 7823 25-29                    Male                        Kenya
## 7824 25-29                  Female     United States of America
## 7825 30-34                    Male                        India
## 7826 18-21                    Male                        Other
## 7827 50-54                    Male                        Italy
## 7828 50-54                    Male                     Portugal
## 7829 30-34                    Male               United Kingdom
## 7830 18-21                    Male     United States of America
## 7831 35-39                    Male     United States of America
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## 7833 18-21                    Male                        India
## 7834 25-29                    Male                    Argentina
## 7835 50-54                    Male                       Poland
## 7836 18-21                  Female                        India
## 7837 25-29                    Male                       Russia
## 7838 25-29                    Male                      Germany
## 7839 30-34                    Male                       Israel
## 7840 30-34                    Male                     Portugal
## 7841 22-24                    Male                     Pakistan
## 7842 35-39                    Male                        Spain
## 7843 30-34                    Male Iran, Islamic Republic of...
## 7844 35-39                  Female                        Japan
## 7845 22-24                  Female                    Indonesia
## 7846 30-34                    Male               United Kingdom
## 7847 22-24                    Male                        Other
## 7848 25-29                    Male                        Spain
## 7849 22-24                  Female                        India
## 7850 35-39                    Male     United States of America
## 7851 50-54                    Male     United States of America
## 7852 22-24                    Male                        India
## 7853 45-49                    Male                       Canada
## 7854 35-39                    Male                       Brazil
## 7855 35-39                    Male                 South Africa
## 7856 45-49                    Male                        Chile
## 7857 55-59                    Male                  New Zealand
## 7858 40-44                    Male                       France
## 7859 55-59                    Male     United States of America
## 7860 25-29                    Male                       Brazil
## 7861 30-34                    Male                       Russia
## 7862 35-39                    Male     United States of America
## 7863 40-44                    Male                       Brazil
## 7864 50-54                    Male                       Mexico
## 7865 18-21                    Male                        India
## 7866 45-49                    Male                        Other
## 7867 22-24                    Male                        India
## 7868 40-44                    Male     United States of America
## 7869 30-34                    Male                    Indonesia
## 7870 50-54                    Male               United Kingdom
## 7871 35-39                    Male                        India
## 7872 22-24                    Male                        India
## 7873 35-39                    Male     United States of America
## 7874 40-44                    Male                        Italy
## 7875 45-49                    Male     United States of America
## 7876 22-24                  Female               United Kingdom
## 7877 45-49                    Male                        Other
## 7878 22-24                    Male                       Mexico
## 7879 22-24                    Male                       Poland
## 7880 40-44                    Male                        Other
## 7881 25-29                  Female                        Other
## 7882 30-34                    Male     United States of America
## 7883 35-39                    Male                        Other
## 7884 25-29                    Male                        Other
## 7885 25-29                  Female                       Canada
## 7886 50-54                    Male                        India
## 7887 35-39                    Male     United States of America
## 7888 18-21                  Female                        India
## 7889 35-39                    Male                       Brazil
## 7890 25-29                    Male                       Russia
## 7891 35-39                    Male                        India
## 7892 60-69                    Male     United States of America
## 7893 35-39                    Male                      Germany
## 7894 18-21                    Male                        India
## 7895 55-59                    Male     United States of America
## 7896 18-21                  Female                       France
## 7897 25-29                    Male                      Belarus
## 7898 40-44                    Male                       Russia
## 7899 22-24                    Male                  Netherlands
## 7900 35-39                    Male                       Turkey
## 7901 30-34                    Male     United States of America
## 7902 35-39                    Male                        Spain
## 7903 18-21                    Male     United States of America
## 7904 30-34                    Male     United States of America
## 7905 50-54                    Male     United States of America
## 7906 35-39                    Male                        India
## 7907 40-44                    Male                        Other
## 7908 22-24                  Female                        India
## 7909 30-34                    Male                        Spain
## 7910 22-24                    Male                      Ukraine
## 7911 25-29                    Male     United States of America
## 7912 30-34                    Male                     Colombia
## 7913 18-21                    Male                        Other
## 7914 25-29                    Male                        India
## 7915 30-34                    Male                      Germany
## 7916 22-24                    Male     United States of America
## 7917 25-29                    Male     United States of America
## 7918 35-39                    Male                        Spain
## 7919 22-24                    Male                        India
## 7920 22-24                    Male                        India
## 7921 30-34                    Male                      Belgium
## 7922 50-54                    Male     United States of America
## 7923 35-39                  Female     United States of America
## 7924 30-34                    Male                        India
## 7925 40-44                    Male                        Chile
## 7926 50-54                    Male     United States of America
## 7927 40-44                    Male                       Canada
## 7928 25-29                    Male                        Other
## 7929 50-54                    Male                       Mexico
## 7930 45-49                    Male                        Spain
## 7931 25-29                    Male                        Other
## 7932 35-39                    Male                        India
## 7933 40-44                    Male                       Russia
## 7934 25-29                    Male     United States of America
## 7935 18-21                    Male                        India
## 7936 35-39                    Male                     Portugal
## 7937 35-39                    Male                      Germany
## 7938 40-44                    Male                       Russia
## 7939 55-59                    Male     United States of America
## 7940 30-34                  Female                       Canada
## 7941 30-34                    Male                      Nigeria
## 7942 30-34                    Male                      Germany
## 7943 18-21                    Male                       Turkey
## 7944 40-44                    Male                       Poland
## 7945 22-24                  Female                       Russia
## 7946 50-54                    Male                       Russia
## 7947 30-34                    Male                    Australia
## 7948 60-69                    Male                  Netherlands
## 7949 40-44                    Male                       Brazil
## 7950 60-69                    Male     United States of America
## 7951 35-39                    Male     United States of America
## 7952 35-39                    Male     United States of America
## 7953 45-49 Prefer to self-describe                       Poland
## 7954 25-29                    Male                       Canada
## 7955 25-29                    Male     United States of America
## 7956 22-24                    Male                        Other
## 7957 30-34                    Male                  Switzerland
## 7958 22-24                    Male                   Bangladesh
## 7959 25-29                    Male                   Bangladesh
## 7960 45-49                    Male                  New Zealand
## 7961 25-29                  Female                       Turkey
## 7962 35-39                    Male                       Israel
## 7963 22-24                    Male                      Morocco
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## 7965   70+                  Female                        Other
## 7966 30-34                    Male     United States of America
## 7967 35-39                    Male                    Australia
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## 7969 35-39                    Male                       Israel
## 7970 35-39                    Male                      Ukraine
## 7971 60-69                    Male                       Sweden
## 7972 30-34                    Male                       Brazil
## 7973 40-44                    Male     United States of America
## 7974 25-29                    Male                       France
## 7975 25-29                    Male                      Austria
## 7976 25-29                    Male                       Brazil
## 7977 50-54                    Male                       Israel
## 7978 50-54                    Male                     Portugal
## 7979 35-39                  Female                        India
## 7980 40-44                    Male                        Other
## 7981 25-29                    Male                        India
## 7982 22-24       Prefer not to say                       France
## 7983 25-29                    Male     United States of America
## 7984 35-39                    Male                  Netherlands
## 7985 22-24                  Female     United States of America
## 7986 18-21                    Male     United States of America
## 7987 45-49                    Male     United States of America
## 7988 18-21                  Female                      Morocco
## 7989 35-39                  Female                      Germany
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## 7991 30-34                  Female     United States of America
## 7992 18-21                    Male     United States of America
## 7993 25-29                    Male                     Portugal
## 7994 18-21                    Male                        India
## 7995 30-34                    Male     United States of America
## 7996 25-29                  Female     United States of America
## 7997 35-39                    Male                        Spain
## 7998 30-34                    Male                       France
## 7999 30-34                    Male                        Spain
## 8000 30-34                    Male                       Israel
## 8001 35-39                    Male                       Brazil
## 8002 60-69                    Male                       Russia
## 8003 50-54                    Male               United Kingdom
## 8004 22-24                    Male                       Brazil
## 8005 35-39                    Male                     Colombia
## 8006 30-34                    Male     United States of America
## 8007 35-39                    Male     United States of America
## 8008 45-49                    Male                        Other
## 8009 45-49                    Male                        Japan
## 8010 18-21                    Male     United States of America
## 8011 30-34                    Male                       Russia
## 8012 35-39                    Male     United States of America
## 8013 22-24                    Male                        India
## 8014 22-24                    Male     United States of America
## 8015 30-34                    Male                 South Africa
## 8016 35-39                    Male                        China
## 8017 30-34                    Male               United Kingdom
## 8018 35-39                    Male                       Brazil
## 8019 50-54                    Male     United States of America
## 8020 22-24                  Female                        Other
## 8021 25-29       Prefer not to say                 South Africa
## 8022 35-39                    Male               United Kingdom
## 8023 22-24                    Male                        India
## 8024 40-44                    Male     United States of America
## 8025 40-44                    Male                        Japan
## 8026 40-44                    Male                    Indonesia
## 8027 25-29                    Male                       Sweden
## 8028 22-24                    Male                       Poland
## 8029 18-21                    Male                        India
## 8030 30-34                    Male                        India
## 8031 35-39                    Male                       Russia
## 8032 25-29                  Female                        Other
## 8033 60-69                    Male                       Mexico
## 8034 40-44                    Male                    Argentina
## 8035 45-49                    Male                      Belarus
## 8036 30-34                    Male                       Brazil
## 8037 30-34                    Male                        Spain
## 8038 22-24                    Male     United States of America
## 8039 50-54                    Male                        Kenya
## 8040 22-24                  Female                      Ireland
## 8041 22-24                    Male                       Russia
## 8042 25-29                  Female     United States of America
## 8043 30-34                    Male                      Nigeria
## 8044 40-44                    Male Iran, Islamic Republic of...
## 8045 18-21                    Male                        India
## 8046 22-24                    Male                        India
## 8047 30-34                    Male                       France
## 8048 25-29                  Female     United States of America
## 8049 30-34                    Male                        Other
## 8050 50-54                    Male     United States of America
## 8051 30-34                    Male                        Chile
## 8052 50-54                    Male                        Other
## 8053 25-29                    Male     United States of America
## 8054 40-44                    Male                 South Africa
## 8055 25-29                    Male                         Peru
## 8056 22-24                    Male                     Pakistan
## 8057 25-29                  Female                      Ukraine
## 8058 40-44                    Male                        Other
## 8059 30-34                    Male     United States of America
## 8060 25-29                  Female                  Netherlands
## 8061 18-21                    Male                        India
## 8062 55-59                    Male     United States of America
## 8063 40-44                    Male                 South Africa
## 8064 35-39                    Male               United Kingdom
## 8065 30-34                    Male                       Brazil
## 8066 55-59                    Male     United States of America
## 8067 30-34                  Female                  New Zealand
## 8068 30-34                    Male                        China
## 8069 40-44                    Male                        Other
## 8070 22-24                    Male                        Japan
## 8071 18-21                    Male                       France
## 8072 25-29                    Male                      Germany
## 8073 35-39                    Male                      Denmark
## 8074 30-34                    Male     United States of America
## 8075 25-29                    Male     United States of America
## 8076 22-24                    Male                        India
## 8077 18-21                  Female                        India
## 8078 30-34                  Female     United States of America
## 8079 35-39                    Male                        India
## 8080 18-21                    Male                      Nigeria
## 8081 25-29                    Male                      Nigeria
## 8082 55-59                    Male                       Canada
## 8083 25-29                  Female     United States of America
## 8084 18-21                    Male                        Other
## 8085 35-39                    Male                       Sweden
## 8086 35-39                  Female     United States of America
## 8087 30-34                    Male                        Other
## 8088 25-29                    Male     United States of America
## 8089 30-34                    Male                      Denmark
## 8090 30-34                    Male                       Mexico
## 8091 25-29                  Female                       France
## 8092 60-69                    Male     United States of America
## 8093 18-21                    Male                        Kenya
## 8094 30-34                  Female                      Germany
## 8095 35-39                    Male                      Morocco
## 8096 30-34                    Male                     Colombia
## 8097 25-29                    Male                        India
## 8098 25-29                    Male                        India
## 8099 45-49                    Male                     Pakistan
## 8100 25-29                    Male                  Switzerland
## 8101 55-59                    Male                        Japan
## 8102 30-34                    Male     United States of America
## 8103 30-34                    Male                       Norway
## 8104 35-39                    Male                      Germany
## 8105 35-39                    Male                        Other
## 8106 35-39                    Male                        Other
## 8107 40-44                    Male                       Sweden
## 8108 25-29                    Male     United States of America
## 8109 35-39                    Male     United States of America
## 8110 25-29                    Male                        India
## 8111 30-34                  Female     United States of America
## 8112 45-49                    Male                    Singapore
## 8113 25-29                    Male     United States of America
## 8114 60-69                    Male                      Belgium
## 8115 50-54                    Male     United States of America
## 8116 25-29                    Male                        India
## 8117 35-39                    Male                        Spain
## 8118 45-49                    Male               United Kingdom
## 8119 22-24                    Male                       Canada
## 8120 22-24                    Male                        India
## 8121 25-29                  Female     United States of America
## 8122 25-29                    Male                      Germany
## 8123 25-29                    Male     United States of America
## 8124 25-29                    Male                        India
## 8125 30-34                    Male                         Peru
## 8126 35-39                    Male               United Kingdom
## 8127 35-39                    Male                        India
## 8128 25-29       Prefer not to say                       Canada
## 8129 30-34 Prefer to self-describe                       Russia
## 8130 25-29                    Male                     Pakistan
## 8131 30-34                    Male     United States of America
## 8132 50-54                    Male                       Israel
## 8133 60-69                    Male     United States of America
## 8134 22-24                    Male                        China
## 8135 30-34                    Male                      Nigeria
## 8136 25-29                    Male     United States of America
## 8137 25-29                    Male                      Germany
## 8138 35-39                    Male                      Algeria
## 8139 30-34                    Male     United States of America
## 8140 55-59                    Male                       Mexico
## 8141 30-34                    Male     United States of America
## 8142 30-34                  Female     United States of America
## 8143 25-29                    Male                      Germany
## 8144 30-34                    Male                      Morocco
## 8145 45-49                    Male                       Canada
## 8146 35-39                    Male     United States of America
## 8147 60-69                  Female     United States of America
## 8148 22-24                    Male                     Colombia
## 8149 25-29                    Male                       Turkey
## 8150 30-34                    Male                     Portugal
## 8151 25-29                    Male                      Belgium
## 8152 22-24                    Male                       Brazil
## 8153 25-29                    Male                     Pakistan
## 8154 22-24                    Male     United States of America
## 8155 25-29                    Male                       Russia
## 8156 25-29                    Male     United States of America
## 8157 30-34                    Male     United States of America
## 8158 35-39                    Male                      Ireland
## 8159 35-39                    Male     United States of America
## 8160 25-29                  Female                       France
## 8161 30-34                    Male     United States of America
## 8162 35-39                  Female                      Germany
## 8163 22-24                    Male                        Other
## 8164 25-29                    Male                       Brazil
## 8165 35-39       Prefer not to say                        Spain
## 8166 18-21                    Male                      Belgium
## 8167 22-24                    Male     United States of America
## 8168 25-29                    Male     United States of America
## 8169 25-29                    Male     United States of America
## 8170 30-34                    Male                        India
## 8171 18-21                    Male                      Morocco
## 8172 50-54                  Female     United States of America
## 8173 22-24                    Male     United States of America
## 8174 50-54                    Male                       Brazil
## 8175 22-24                    Male     United States of America
## 8176 50-54                    Male     United States of America
## 8177 50-54                    Male                       France
## 8178 40-44                    Male     United States of America
## 8179 22-24                    Male                      Nigeria
## 8180 30-34                    Male                        India
## 8181 35-39                    Male                        Spain
## 8182 30-34                    Male                       Russia
## 8183 25-29                    Male                      Belarus
## 8184 25-29                    Male                       Brazil
## 8185 22-24                  Female                      Belgium
## 8186 30-34       Prefer not to say                       Mexico
## 8187 35-39                  Female                       France
## 8188 45-49                  Female                       Canada
## 8189 40-44       Prefer not to say                  Switzerland
## 8190 22-24                    Male     United States of America
## 8191 18-21                    Male     United States of America
## 8192 35-39                    Male                      Algeria
## 8193 25-29                    Male                    Australia
## 8194 50-54                    Male                        Italy
## 8195 30-34                    Male                  Switzerland
## 8196 40-44                    Male                        Other
## 8197 30-34                    Male     United States of America
## 8198 22-24                    Male                        Other
## 8199 45-49                    Male                       France
## 8200 40-44                    Male     United States of America
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## 8202 22-24                  Female     United States of America
## 8203 35-39                  Female                      Nigeria
## 8204 50-54                    Male                      Hungary
## 8205 22-24                    Male     United States of America
## 8206 45-49                    Male                       Brazil
## 8207 35-39                    Male     United States of America
## 8208 60-69                    Male     United States of America
## 8209 18-21                    Male                         Peru
## 8210 40-44                    Male                      Morocco
## 8211 55-59                    Male                       France
## 8212 35-39                    Male     United States of America
## 8213 30-34                  Female                       Canada
## 8214 30-34                  Female                  Switzerland
## 8215 45-49                    Male     United States of America
## 8216 18-21                    Male                        India
## 8217 40-44                  Female     United States of America
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## 8219 50-54                    Male     United States of America
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## 8221 35-39                    Male                       Turkey
## 8222 25-29                    Male                      Nigeria
## 8223 25-29                    Male                        Italy
## 8224 25-29                    Male                  New Zealand
## 8225 18-21                  Female                        India
## 8226 45-49                    Male     United States of America
## 8227 25-29                  Female     United States of America
## 8228 22-24                    Male                       France
## 8229 22-24                    Male                       Russia
## 8230 35-39                    Male                       Norway
## 8231 25-29                    Male     United States of America
## 8232 22-24                    Male                         Peru
## 8233 50-54                    Male                       Brazil
## 8234 45-49                  Female     United States of America
## 8235 25-29                  Female     United States of America
## 8236 25-29                    Male     United States of America
## 8237 30-34                    Male     United States of America
## 8238 22-24                  Female                     Pakistan
## 8239 45-49                    Male                  Switzerland
## 8240 30-34                  Female                        Egypt
## 8241 40-44       Prefer not to say               United Kingdom
## 8242 30-34                    Male                        India
## 8243 25-29                    Male                    Australia
## 8244 18-21                    Male                        Other
## 8245 30-34                    Male                        Italy
## 8246 25-29                  Female                       France
## 8247 18-21                    Male                        India
## 8248 18-21                    Male                        India
## 8249 40-44                    Male     United States of America
## 8250 18-21                    Male                        India
## 8251 40-44                    Male                      Nigeria
## 8252 22-24                    Male                        Japan
## 8253 45-49       Prefer not to say     United States of America
## 8254 30-34                    Male                        Other
## 8255 55-59                    Male     United States of America
## 8256 30-34                    Male                       Canada
## 8257 25-29 Prefer to self-describe     United States of America
## 8258 25-29                    Male                       Brazil
## 8259 30-34                    Male                       Turkey
## 8260 35-39                  Female               United Kingdom
## 8261 40-44                    Male               United Kingdom
## 8262 40-44                    Male     United States of America
## 8263 22-24                    Male                       Russia
## 8264 50-54                    Male                       Canada
## 8265 30-34                    Male                       Russia
## 8266 30-34                  Female     United States of America
## 8267 25-29                  Female     United States of America
## 8268 22-24                    Male                        China
## 8269 25-29                    Male                        Spain
## 8270 18-21                  Female                        India
## 8271 25-29                    Male                       France
## 8272 30-34                    Male                      Germany
## 8273 35-39                    Male                       Russia
## 8274 30-34                  Female                       Brazil
## 8275 40-44                    Male               United Kingdom
## 8276 25-29                    Male               United Kingdom
## 8277 35-39                    Male               United Kingdom
## 8278 25-29                    Male     United States of America
## 8279 35-39                    Male     United States of America
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## 8282 25-29                    Male                       Canada
## 8283 25-29                  Female     United States of America
## 8284 55-59                    Male               United Kingdom
## 8285 30-34                  Female                    Australia
## 8286 35-39                    Male                    Australia
## 8287 18-21                    Male                        Other
## 8288 25-29                    Male                  Netherlands
## 8289 30-34                    Male                        Spain
## 8290 50-54                    Male     United States of America
## 8291 30-34                  Female                       Brazil
## 8292 25-29                    Male                        India
## 8293 25-29                    Male                       France
## 8294 45-49                    Male                        Spain
## 8295 40-44                    Male                  New Zealand
## 8296 30-34                    Male                       Israel
## 8297 55-59                    Male                       Mexico
## 8298 45-49                  Female     United States of America
## 8299 50-54                    Male     United States of America
## 8300 45-49                    Male     United States of America
## 8301 22-24                    Male                     Colombia
## 8302 25-29                    Male                        India
## 8303 30-34                    Male                        Other
## 8304 25-29                    Male     United States of America
## 8305 22-24                    Male                        India
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## 8307 30-34                    Male                      Ukraine
## 8308 30-34                  Female                       Brazil
## 8309 25-29                    Male                      Nigeria
## 8310 25-29                    Male                      Ukraine
## 8311 35-39                    Male                        Japan
## 8312 25-29                    Male                        India
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## 8314 30-34                    Male                  New Zealand
## 8315 25-29                    Male                        Japan
## 8316 22-24                    Male                        India
## 8317 35-39                  Female     United States of America
## 8318 22-24                    Male                        India
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## 8323 50-54                    Male               United Kingdom
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## 8326 25-29                  Female                      Nigeria
## 8327 40-44                    Male     United States of America
## 8328 45-49                    Male               United Kingdom
## 8329 25-29                    Male                        Japan
## 8330 18-21                    Male                      Ukraine
## 8331 30-34                  Female                       Brazil
## 8332 40-44                    Male                       Brazil
## 8333 60-69                    Male                       Poland
## 8334 25-29                  Female     United States of America
## 8335 22-24                    Male                        India
## 8336 40-44                    Male                       France
## 8337 30-34                    Male                        Other
## 8338 35-39                  Female                         Peru
## 8339 45-49                    Male                    Australia
## 8340 18-21                    Male                      Nigeria
## 8341 22-24                  Female                      Morocco
## 8342 30-34                    Male                      Germany
## 8343 30-34                    Male                        Egypt
## 8344 30-34                    Male                        India
## 8345 18-21                    Male                        India
## 8346 18-21                  Female                      Nigeria
## 8347 45-49                    Male                  Switzerland
## 8348 25-29                    Male                      Nigeria
## 8349 22-24                    Male                        India
## 8350 25-29                    Male                       Poland
## 8351 45-49                  Female     United States of America
## 8352 25-29                    Male                   Bangladesh
## 8353 25-29                    Male                       Brazil
## 8354 25-29                    Male                        India
## 8355 35-39                    Male               United Kingdom
## 8356 25-29                  Female     United States of America
## 8357 55-59                  Female     United States of America
## 8358 25-29                    Male                      Denmark
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## 8360 25-29                  Female     United States of America
## 8361 40-44                    Male     United States of America
## 8362 22-24                    Male     United States of America
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## 8365 18-21                    Male                      Nigeria
## 8366 35-39                    Male     United States of America
## 8367 25-29                    Male                      Germany
## 8368 40-44                  Female                        Other
## 8369 40-44                    Male                        Japan
## 8370 35-39                    Male                        Chile
## 8371 40-44                    Male                       Norway
## 8372 25-29                    Male                       Russia
## 8373 35-39                  Female                       France
## 8374 25-29                    Male                       Turkey
## 8375 25-29                    Male     United States of America
## 8376 25-29                  Female                       Sweden
## 8377 40-44                    Male                    Australia
## 8378 40-44                    Male     United States of America
## 8379 22-24                  Female                        Japan
## 8380 30-34                    Male                       Brazil
## 8381 50-54                    Male                       Brazil
## 8382 30-34                    Male                      Nigeria
## 8383 25-29                    Male     United States of America
## 8384 40-44                    Male     United States of America
## 8385 40-44                    Male     United States of America
## 8386 45-49                    Male     United States of America
## 8387 45-49                    Male     United States of America
## 8388   70+                    Male                      Germany
## 8389 22-24                    Male                        India
## 8390 60-69                    Male     United States of America
## 8391 60-69                    Male     United States of America
## 8392 25-29                    Male               Czech Republic
## 8393 40-44                    Male                    Australia
## 8394 25-29                    Male                       Brazil
## 8395 22-24                    Male                      Morocco
## 8396 25-29                    Male     United States of America
## 8397 25-29                    Male                      Nigeria
## 8398 22-24                    Male                       Canada
## 8399 35-39                    Male     United States of America
## 8400 30-34                    Male                      Nigeria
## 8401 45-49                    Male                    Australia
## 8402 30-34                    Male                  Netherlands
## 8403 40-44                  Female     United States of America
## 8404 35-39                    Male                       Canada
## 8405 35-39                    Male                    Argentina
## 8406 40-44                    Male     United States of America
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## 8408 22-24                    Male                      Nigeria
## 8409 25-29                    Male     United States of America
## 8410 45-49                    Male     United States of America
## 8411 35-39                    Male                      Morocco
## 8412   70+                    Male     United States of America
## 8413 50-54                  Female                     Portugal
## 8414 30-34                    Male                        Spain
## 8415 60-69                    Male                        Spain
## 8416 25-29                    Male                      Nigeria
## 8417 60-69                    Male                    Australia
## 8418 22-24                    Male                        Other
## 8419 25-29                    Male                  New Zealand
## 8420 35-39                  Female     United States of America
## 8421 35-39                  Female                     Thailand
## 8422 50-54                    Male     United States of America
## 8423 25-29                    Male     United States of America
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## 8425 50-54                    Male     United States of America
## 8426 25-29                    Male                      Ukraine
## 8427 55-59                    Male                        Spain
## 8428 30-34                    Male                       Brazil
## 8429 60-69                    Male                    Australia
## 8430 60-69                    Male     United States of America
## 8431 35-39                    Male     United States of America
## 8432 35-39                    Male                        Japan
## 8433 30-34                  Female     United States of America
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## 8435 25-29                    Male                        Japan
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## 8438 30-34                    Male     United States of America
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## 8442   70+                    Male     United States of America
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## 8444 40-44                    Male     United States of America
## 8445 25-29                  Female                       Sweden
## 8446 22-24                    Male                        India
## 8447 30-34                    Male                       Brazil
## 8448 40-44                  Female     United States of America
## 8449 25-29                    Male                        India
## 8450 18-21                    Male                        Other
## 8451 60-69                    Male                        Other
## 8452 30-34                    Male                        Japan
## 8453 60-69                    Male                    Australia
## 8454 25-29                    Male                       France
## 8455 40-44                    Male     United States of America
## 8456 35-39                    Male                       France
## 8457 25-29                    Male                       Brazil
## 8458 50-54                    Male                        Other
## 8459 25-29                    Male                        India
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## 8462 25-29                  Female                        Other
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## 8464 60-69                    Male     United States of America
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## 8466 30-34                    Male     United States of America
## 8467 30-34                    Male                        Other
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## 8470 55-59                    Male     United States of America
## 8471 35-39                    Male                    Australia
## 8472 30-34                    Male                       Norway
## 8473 30-34                    Male                        Spain
## 8474 35-39                    Male                 South Africa
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## 8476 30-34                  Female                        Egypt
## 8477 40-44                    Male                    Australia
## 8478 25-29                    Male     United States of America
## 8479 22-24                    Male                        India
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## 8481 35-39                    Male     United States of America
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## 8483 25-29                    Male                  Philippines
## 8484 45-49                    Male                  South Korea
## 8485 55-59       Prefer not to say     United States of America
## 8486 40-44                    Male                    Australia
## 8487 18-21                    Male     United States of America
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## 8489 25-29                    Male               United Kingdom
## 8490 22-24                  Female                     Thailand
## 8491 25-29                    Male     United States of America
## 8492 22-24                    Male                       Sweden
## 8493 40-44                    Male     United States of America
## 8494 45-49                    Male                        India
## 8495 45-49                  Female                        Spain
## 8496 45-49                    Male                      Nigeria
## 8497 45-49                    Male     United States of America
## 8498 30-34                    Male                       Brazil
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## 8500 35-39                    Male     United States of America
## 8501 40-44                  Female     United States of America
## 8502 50-54                    Male                        Spain
## 8503 30-34                    Male     United States of America
## 8504 22-24                    Male                        India
## 8505 18-21                    Male                        Japan
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## 8507 30-34                    Male                        India
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## 8509 30-34                    Male                       Turkey
## 8510 30-34                    Male     United States of America
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## 8512 22-24                    Male     United States of America
## 8513 40-44                    Male                    Australia
## 8514 18-21                  Female                     Pakistan
## 8515 40-44                  Female                       Brazil
## 8516 50-54                  Female     United States of America
## 8517 22-24                    Male                        Japan
## 8518 55-59                  Female     United States of America
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## 8522 25-29                    Male     United States of America
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## 8525 45-49                  Female     United States of America
## 8526 50-54                    Male                    Australia
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## 8528 18-21                    Male                        China
## 8529 25-29                    Male            Republic of Korea
## 8530 25-29                  Female                    Australia
## 8531 30-34                    Male                       Brazil
## 8532 25-29                    Male                    Singapore
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## 8534 25-29                    Male                     Colombia
## 8535 40-44                    Male                    Australia
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## 8537   70+                    Male     United States of America
## 8538 30-34                    Male     United States of America
## 8539 22-24                    Male                        India
## 8540 50-54                  Female                        Japan
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## 8543 18-21                  Female                  South Korea
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## 8545 35-39                    Male                        India
## 8546 25-29                  Female     United States of America
## 8547 18-21                    Male                       Brazil
## 8548 30-34                    Male               Czech Republic
## 8549 55-59                    Male                     Malaysia
## 8550 22-24                    Male                        India
## 8551 30-34                    Male                        Other
## 8552 25-29                    Male                      Morocco
## 8553 30-34                    Male                        India
## 8554 30-34                    Male                        Japan
## 8555 40-44                    Male                    Australia
## 8556 55-59                    Male                       Russia
## 8557 25-29                    Male                        India
## 8558 25-29                  Female                 Saudi Arabia
## 8559 30-34                    Male                        India
## 8560 55-59                    Male                        India
## 8561 35-39                    Male     United States of America
## 8562 25-29                    Male                       Canada
## 8563 40-44                    Male                        Japan
## 8564 50-54                  Female                     Portugal
## 8565 30-34                    Male                    Singapore
## 8566 30-34                    Male                     Portugal
## 8567 55-59                    Male                        Japan
## 8568 25-29                    Male     United States of America
## 8569 35-39                    Male                        Japan
## 8570 35-39                    Male                        Japan
## 8571 22-24                    Male                      Morocco
## 8572 25-29                    Male     United States of America
## 8573 25-29                  Female     United States of America
## 8574 45-49                    Male                        Japan
## 8575 22-24                    Male                       Brazil
## 8576 25-29                    Male                       Canada
## 8577 50-54                    Male                       Brazil
## 8578 30-34                    Male                        India
## 8579 22-24                  Female                      Tunisia
## 8580 30-34                    Male                         Peru
## 8581 18-21                    Male     United States of America
## 8582 40-44                    Male                       Taiwan
## 8583 45-49                    Male     United States of America
## 8584 55-59                    Male                       Poland
## 8585 22-24                    Male                      Nigeria
## 8586 30-34                    Male                     Pakistan
## 8587 22-24                  Female     United States of America
## 8588 35-39                    Male     United States of America
## 8589 45-49                    Male                        Japan
## 8590 35-39                  Female     United States of America
## 8591 30-34                    Male           Hong Kong (S.A.R.)
## 8592 45-49                    Male               United Kingdom
## 8593   70+                  Female     United States of America
## 8594 45-49                    Male     United States of America
## 8595 18-21                    Male                  South Korea
## 8596 40-44                    Male                    Australia
## 8597 55-59                    Male     United States of America
## 8598 30-34                    Male     United States of America
## 8599 40-44                    Male                    Singapore
## 8600 40-44                    Male            Republic of Korea
## 8601 35-39                    Male                       Brazil
## 8602 22-24                    Male                        Other
## 8603 30-34                    Male                      Ireland
## 8604 25-29                    Male                      Nigeria
## 8605 35-39                    Male                       Taiwan
## 8606 60-69                    Male     United States of America
## 8607 55-59                    Male                        Spain
## 8608 45-49                    Male                    Australia
## 8609 35-39                    Male                        Other
## 8610 45-49                    Male                        Other
## 8611 30-34                    Male                       Brazil
## 8612 30-34                    Male                        Other
## 8613 35-39                    Male                        Japan
## 8614 35-39                    Male     United States of America
## 8615 55-59                    Male                     Thailand
## 8616 40-44                    Male     United States of America
## 8617 40-44                    Male                       Brazil
## 8618 30-34                    Male                  South Korea
## 8619 30-34                    Male     United States of America
## 8620 25-29                    Male     United States of America
## 8621 22-24                    Male                        Egypt
## 8622 30-34                    Male     United States of America
## 8623 40-44                    Male                    Australia
## 8624 40-44                    Male     United States of America
## 8625 50-54                    Male     United States of America
## 8626 22-24                    Male                        Other
## 8627 45-49                    Male                        Japan
## 8628 30-34                    Male                     Colombia
## 8629 30-34                    Male                       Taiwan
## 8630 22-24                    Male                       Canada
## 8631 40-44                    Male     United States of America
## 8632 35-39                    Male     United States of America
## 8633 25-29                    Male                    Australia
## 8634 25-29                    Male                        India
## 8635 50-54                  Female                        Japan
## 8636 25-29                    Male                  Switzerland
## 8637 30-34                    Male     United States of America
## 8638 25-29                    Male     United States of America
## 8639 18-21                  Female     United States of America
## 8640 25-29                    Male     United States of America
## 8641 30-34                    Male                    Indonesia
## 8642 18-21                    Male                    Indonesia
## 8643 60-69                    Male     United States of America
## 8644 35-39                    Male     United States of America
## 8645 40-44                    Male                       Canada
## 8646 35-39                    Male                       Israel
## 8647 35-39                    Male     United States of America
## 8648 45-49                    Male                        Japan
## 8649 45-49                    Male                  South Korea
## 8650 22-24                    Male                      Nigeria
## 8651 22-24                    Male                       Brazil
## 8652 22-24                    Male                      Nigeria
## 8653 18-21                    Male                        India
## 8654 50-54                    Male                       Canada
## 8655 18-21                  Female     United States of America
## 8656 45-49                    Male                        Japan
## 8657 22-24                    Male                        India
## 8658 40-44       Prefer not to say                    Australia
## 8659 35-39                    Male                       Mexico
## 8660 22-24                    Male                      Denmark
## 8661 30-34                    Male                       Brazil
## 8662 18-21                    Male                        India
## 8663 22-24                  Female     United States of America
## 8664 35-39                    Male                       Brazil
## 8665 25-29                    Male                       Canada
## 8666 30-34                    Male                       Canada
## 8667 45-49                    Male     United States of America
## 8668 45-49                  Female                       Russia
## 8669 35-39                    Male     United States of America
## 8670 25-29                    Male                      Nigeria
## 8671 22-24                  Female                     Colombia
## 8672 45-49                    Male                     Viet Nam
## 8673 35-39                    Male     United States of America
## 8674 25-29                  Female                 Saudi Arabia
## 8675 35-39                  Female     United States of America
## 8676 25-29                    Male                        China
## 8677 18-21                  Female                        India
## 8678 22-24                  Female                    Indonesia
## 8679 25-29                    Male                        Japan
## 8680 22-24                    Male                       Brazil
## 8681 25-29                    Male            Republic of Korea
## 8682 30-34                    Male                        Japan
## 8683 45-49                    Male     United States of America
## 8684 18-21                    Male                        India
## 8685 55-59                    Male     United States of America
## 8686 30-34                  Female                        Egypt
## 8687 30-34                    Male     United States of America
## 8688 25-29                    Male     United States of America
## 8689 35-39                    Male                     Viet Nam
## 8690 35-39                  Female     United States of America
## 8691 25-29                    Male     United States of America
## 8692   70+                    Male     United States of America
## 8693 45-49                    Male                        Japan
## 8694 25-29                    Male                      Tunisia
## 8695 25-29                    Male                  South Korea
## 8696 35-39                    Male           Hong Kong (S.A.R.)
## 8697 30-34                    Male                        Japan
## 8698 40-44                    Male                  South Korea
## 8699 50-54                    Male                       Brazil
## 8700 30-34                    Male                       Taiwan
## 8701 55-59                    Male                        Chile
## 8702 50-54                    Male                        Japan
## 8703 45-49                  Female     United States of America
## 8704 22-24                    Male                   Bangladesh
## 8705 45-49                    Male            Republic of Korea
## 8706 55-59                    Male                       Brazil
## 8707 25-29                    Male                  Philippines
## 8708 18-21                    Male                        India
## 8709 35-39                    Male            Republic of Korea
## 8710 35-39                    Male                     Colombia
## 8711 22-24                    Male                     Malaysia
## 8712 55-59                    Male     United States of America
## 8713 30-34                    Male     United States of America
## 8714 22-24                    Male                       Brazil
## 8715 40-44                    Male                    Australia
## 8716 22-24                    Male                       Brazil
## 8717 60-69                    Male                        Japan
## 8718 22-24                    Male                         Peru
## 8719 40-44                    Male                       Brazil
## 8720 55-59                    Male                       Mexico
## 8721 45-49                  Female     United States of America
## 8722 25-29                    Male     United States of America
## 8723 50-54                    Male                        Japan
## 8724 30-34                    Male                  South Korea
## 8725 25-29                    Male     United States of America
## 8726 40-44                    Male                        China
## 8727 18-21                    Male                        Other
## 8728 22-24                  Female                        India
## 8729 25-29                  Female                       Canada
## 8730 25-29                  Female                      Germany
## 8731 18-21                    Male                       Canada
## 8732 60-69                    Male     United States of America
## 8733 22-24                    Male                        India
## 8734 25-29                    Male                    Australia
## 8735 45-49                  Female     United States of America
## 8736 60-69                    Male     United States of America
## 8737 35-39       Prefer not to say                        Japan
## 8738 60-69                    Male                        Japan
## 8739 25-29                    Male                      Nigeria
## 8740 22-24                  Female                     Viet Nam
## 8741 25-29       Prefer not to say                        China
## 8742 35-39                    Male                  Philippines
## 8743 18-21                  Female                        India
## 8744 25-29                    Male                        Japan
## 8745 18-21                    Male                        China
## 8746 25-29                    Male                        India
## 8747 25-29                    Male                  South Korea
## 8748 40-44                    Male                       Taiwan
## 8749 30-34                  Female     United States of America
## 8750 40-44                  Female     United States of America
## 8751 25-29                    Male                     Colombia
## 8752 18-21                    Male                        China
## 8753 45-49                    Male     United States of America
## 8754 55-59                  Female     United States of America
## 8755 30-34                    Male                        India
## 8756 18-21                    Male                        India
## 8757 45-49                    Male                  South Korea
## 8758 30-34                  Female                        India
## 8759 25-29                    Male     United States of America
## 8760 22-24                  Female     United States of America
## 8761 25-29                  Female                     Malaysia
## 8762 35-39                    Male               United Kingdom
## 8763 35-39                  Female                        India
## 8764 35-39                    Male     United States of America
## 8765 30-34                    Male                       Canada
## 8766 25-29                    Male                       Brazil
## 8767 30-34                    Male                        Japan
## 8768 25-29                    Male                     Colombia
## 8769 18-21                  Female                        India
## 8770 25-29                    Male                       Brazil
## 8771 30-34                    Male     United States of America
## 8772 25-29                    Male           Hong Kong (S.A.R.)
## 8773 25-29                    Male                        Japan
## 8774 18-21                    Male                        India
## 8775 50-54                    Male                    Australia
## 8776 25-29                    Male     United States of America
## 8777 18-21                    Male                        India
## 8778 40-44                    Male     United States of America
## 8779 30-34                    Male                        India
## 8780 18-21                  Female                        India
## 8781 35-39                    Male                     Viet Nam
## 8782 25-29                    Male                       Canada
## 8783 22-24                    Male                      Nigeria
## 8784 45-49                    Male                  South Korea
## 8785 40-44                    Male                        China
## 8786 30-34                    Male                     Colombia
## 8787 25-29                    Male                       Russia
## 8788 50-54                    Male                    Singapore
## 8789 30-34                    Male                        India
## 8790 60-69                    Male                       Mexico
## 8791 45-49                    Male                       Taiwan
## 8792 60-69                    Male     United States of America
## 8793 25-29                  Female                     Malaysia
## 8794 30-34                    Male                       Brazil
## 8795 25-29                    Male                        Japan
## 8796 18-21                  Female                        India
## 8797 22-24                    Male     United States of America
## 8798 25-29                    Male                        India
## 8799 18-21                    Male                        India
## 8800 50-54                    Male                    Indonesia
## 8801 25-29                    Male                        India
## 8802 40-44                    Male                       Brazil
## 8803 22-24                    Male                         Peru
## 8804 25-29                    Male                        China
## 8805 25-29                    Male                     Viet Nam
## 8806 50-54                  Female                       Canada
## 8807 18-21                    Male                        India
## 8808 25-29                    Male                        India
## 8809 18-21                  Female                        India
## 8810 22-24                    Male                        China
## 8811 30-34                    Male                       Taiwan
## 8812 30-34                    Male            Republic of Korea
## 8813 35-39                    Male                        Japan
## 8814 25-29                    Male                         Peru
## 8815 22-24                    Male                        India
## 8816 25-29                    Male                        India
## 8817 25-29                    Male                       Mexico
## 8818 50-54                    Male                        India
## 8819 60-69                    Male                    Argentina
## 8820 30-34                    Male                    Indonesia
## 8821 30-34                    Male     United States of America
## 8822 30-34                    Male     United States of America
## 8823 35-39                    Male                        Japan
## 8824 25-29                    Male                        India
## 8825 40-44                    Male                       Brazil
## 8826 25-29                    Male                        India
## 8827 25-29                    Male                       Russia
## 8828 18-21       Prefer not to say                      Belgium
## 8829 18-21                  Female                    Singapore
## 8830 45-49                    Male                        India
## 8831 50-54       Prefer not to say     United States of America
## 8832 25-29                    Male                    Indonesia
## 8833 22-24                    Male                     Colombia
## 8834 22-24                    Male                        Other
## 8835 22-24                    Male     United States of America
## 8836 40-44                    Male     United States of America
## 8837 35-39                    Male                        India
## 8838 55-59                    Male                       Canada
## 8839 25-29                    Male     United States of America
## 8840 45-49                  Female     United States of America
## 8841 40-44                    Male     United States of America
## 8842 55-59                    Male                       Brazil
## 8843 22-24                    Male                        China
## 8844 25-29                    Male                        Kenya
## 8845 25-29                    Male                        Japan
## 8846 35-39                  Female                       Taiwan
## 8847 50-54                    Male                        Japan
## 8848 22-24                    Male                        India
## 8849 18-21                  Female                        India
## 8850 30-34                  Female     United States of America
## 8851 30-34                    Male                       Brazil
## 8852 18-21                    Male                       Brazil
## 8853 35-39                    Male                        India
## 8854 50-54                    Male                       Taiwan
## 8855 35-39                    Male                       Taiwan
## 8856 30-34                    Male                       Brazil
## 8857 30-34                    Male                        India
## 8858 50-54                    Male                    Singapore
## 8859 25-29                    Male                      Belarus
## 8860 50-54                    Male                        China
## 8861 50-54                    Male                  South Korea
## 8862 45-49                    Male     United States of America
## 8863 35-39                    Male                       Taiwan
## 8864 22-24                    Male                       Taiwan
## 8865 25-29                    Male     United States of America
## 8866 30-34                    Male                     Viet Nam
## 8867 30-34                  Female     United States of America
## 8868 25-29                    Male                        India
## 8869 40-44                    Male     United States of America
## 8870 50-54                  Female                        Chile
## 8871 30-34                    Male     United States of America
## 8872 25-29                    Male                        China
## 8873 25-29                    Male     United States of America
## 8874   70+                    Male     United States of America
## 8875 22-24                  Female                     Malaysia
## 8876 55-59                    Male               United Kingdom
## 8877 30-34                    Male                        India
## 8878 45-49                    Male                    Australia
## 8879 40-44                    Male                        India
## 8880 30-34                    Male                    Singapore
## 8881 35-39                    Male                    Argentina
## 8882 25-29                    Male                        China
## 8883 25-29                    Male     United States of America
## 8884 45-49                    Male                        India
## 8885 45-49                    Male                       Taiwan
## 8886 25-29                    Male                    Australia
## 8887 25-29                    Male                        China
## 8888 22-24                    Male     United States of America
## 8889 22-24                    Male                       Brazil
## 8890 22-24                    Male                        India
## 8891 40-44                    Male                       Taiwan
## 8892 25-29                    Male                       Canada
## 8893 25-29                    Male                       Brazil
## 8894 30-34                    Male     United States of America
## 8895 22-24                    Male     United States of America
## 8896 18-21                    Male                        India
## 8897 22-24                    Male                        Egypt
## 8898 30-34                    Male                       Brazil
## 8899 45-49                    Male                       Taiwan
## 8900 18-21                    Male                        Japan
## 8901 25-29                    Male                       Taiwan
## 8902 30-34                    Male                        India
## 8903 35-39                  Female                        India
## 8904 25-29                    Male                    Singapore
## 8905 22-24                    Male                       Taiwan
## 8906 30-34                    Male                        India
## 8907 18-21                    Male                        India
## 8908 22-24                    Male                        India
## 8909 22-24                    Male                        India
## 8910 25-29                    Male                        China
## 8911 25-29                    Male                    Singapore
## 8912 60-69                    Male                        Other
## 8913 60-69                    Male     United States of America
## 8914 22-24                    Male                        India
## 8915 35-39                    Male                        China
## 8916 22-24                    Male                    Singapore
## 8917 22-24                    Male                    Australia
## 8918 40-44                    Male                       Taiwan
## 8919   70+                    Male     United States of America
## 8920 25-29                    Male                    Indonesia
## 8921 18-21                    Male                        India
## 8922 35-39                    Male                        Japan
## 8923 25-29                    Male                        India
## 8924 40-44                  Female     United States of America
## 8925 25-29                    Male                       Taiwan
## 8926 25-29                    Male                     Pakistan
## 8927 60-69                    Male                        Chile
## 8928 40-44                  Female                       Canada
## 8929 22-24                  Female                        India
## 8930 40-44                    Male                        India
## 8931 35-39                    Male                       Taiwan
## 8932 30-34                    Male                        India
## 8933 45-49                  Female     United States of America
## 8934 22-24                    Male                    Indonesia
## 8935 45-49                    Male                       Taiwan
## 8936 45-49                    Male     United States of America
## 8937 18-21                    Male                     Viet Nam
## 8938 25-29                    Male                        Japan
## 8939 30-34                    Male                     Malaysia
## 8940 45-49                    Male                        India
## 8941 35-39                    Male     United States of America
## 8942 25-29                    Male           Hong Kong (S.A.R.)
## 8943 25-29                    Male                        China
## 8944 25-29                    Male                       Brazil
## 8945 35-39                    Male                       Turkey
## 8946 35-39                    Male                     Malaysia
## 8947 25-29                  Female     United States of America
## 8948 18-21                    Male                        India
## 8949 50-54                    Male                  South Korea
## 8950 18-21                    Male                        India
## 8951 25-29                    Male                        India
## 8952 22-24                    Male                        China
## 8953 30-34                    Male     United States of America
## 8954 50-54                    Male     United States of America
## 8955 35-39                    Male                       Brazil
## 8956 30-34                    Male                  South Korea
## 8957 45-49                  Female                        Japan
## 8958 25-29                  Female                        India
## 8959 30-34                    Male                        India
## 8960 22-24                    Male                        China
## 8961 45-49                    Male                        Japan
## 8962 25-29                    Male                        India
## 8963 35-39                  Female                        Italy
## 8964 22-24                    Male                        India
## 8965 18-21                    Male                        India
## 8966 22-24                    Male     United States of America
## 8967 18-21                    Male                        India
## 8968 18-21                    Male                        India
## 8969 25-29                    Male                      Romania
## 8970 25-29                    Male                        China
## 8971 30-34                  Female                    Australia
## 8972 30-34                    Male                        India
## 8973 22-24                    Male                        India
## 8974 35-39                    Male     United States of America
## 8975 18-21                    Male                        Kenya
## 8976 45-49                    Male                     Pakistan
## 8977 45-49                    Male                       Canada
## 8978 35-39                    Male     United States of America
## 8979 25-29                  Female                        India
## 8980 50-54                    Male                        Japan
## 8981 25-29                    Male                        China
## 8982 25-29                    Male                        India
## 8983 45-49                  Female                       Taiwan
## 8984 30-34                    Male                        Japan
## 8985 25-29                    Male                       Brazil
## 8986 35-39                    Male                        India
## 8987 30-34                    Male                        India
## 8988 30-34                    Male                       Brazil
## 8989 30-34                    Male                        India
## 8990 60-69                    Male                        India
## 8991 22-24                    Male                       Mexico
## 8992 25-29                    Male                        China
## 8993 22-24                    Male                        India
## 8994 25-29                    Male                       Taiwan
## 8995 25-29                    Male                        India
## 8996 22-24                    Male                       Taiwan
## 8997 18-21                    Male                        India
## 8998 35-39                    Male                        Japan
## 8999 35-39                    Male                     Viet Nam
## 9000 35-39                    Male                       Taiwan
## 9001 18-21                    Male                        India
## 9002 25-29                    Male                       Taiwan
## 9003 22-24                  Female           Hong Kong (S.A.R.)
## 9004 25-29                    Male                  South Korea
## 9005 22-24                    Male                       Taiwan
## 9006 18-21                    Male                       Taiwan
## 9007 35-39                    Male                        India
## 9008 35-39                    Male                        India
## 9009 18-21                  Female                        India
## 9010 25-29                    Male                     Colombia
## 9011 22-24                    Male                    Australia
## 9012 40-44                    Male     United States of America
## 9013 25-29                  Female     United States of America
## 9014 18-21                    Male                  South Korea
## 9015 22-24                    Male                    Indonesia
## 9016 22-24                  Female                        India
## 9017 35-39                    Male                    Indonesia
## 9018 45-49                    Male     United States of America
## 9019 35-39                    Male                        India
## 9020   70+                    Male     United States of America
## 9021 25-29                    Male                    Australia
## 9022 25-29                    Male     United States of America
## 9023 25-29                    Male                    Indonesia
## 9024 25-29                    Male                        Japan
## 9025 40-44                    Male                        India
## 9026 25-29                    Male     United States of America
## 9027 25-29                    Male                     Colombia
## 9028 25-29                  Female     United States of America
## 9029 25-29                    Male                        India
## 9030 22-24                    Male                        India
## 9031 50-54                    Male     United States of America
## 9032 25-29                    Male                       Canada
## 9033 35-39                  Female                       Canada
## 9034 35-39                    Male     United States of America
## 9035 22-24                    Male                       Taiwan
## 9036 30-34                    Male                   Bangladesh
## 9037 30-34                  Female                  Philippines
## 9038 40-44                    Male                    Argentina
## 9039 35-39                  Female     United States of America
## 9040 22-24                  Female                       France
## 9041 35-39                    Male                    Singapore
## 9042 25-29                    Male                    Indonesia
## 9043 30-34                    Male                    Singapore
## 9044 45-49                    Male                    Australia
## 9045 25-29                  Female                        India
## 9046 22-24                    Male               United Kingdom
## 9047 45-49                    Male                        India
## 9048 18-21                  Female                        India
## 9049 25-29                    Male            Republic of Korea
## 9050 25-29                    Male                    Indonesia
## 9051 40-44                    Male                      Germany
## 9052 30-34                    Male     United States of America
## 9053 18-21                  Female                        India
## 9054 18-21                    Male                        China
## 9055 40-44                    Male                    Singapore
## 9056 50-54                    Male                        Japan
## 9057 18-21                    Male                        India
## 9058 40-44                    Male                        Japan
## 9059 50-54       Prefer not to say                        Other
## 9060 22-24                    Male                        China
## 9061 25-29                    Male                        India
## 9062 35-39                    Male                       Taiwan
## 9063 25-29                    Male                       Taiwan
## 9064 22-24                    Male                        India
## 9065 18-21                    Male                        India
## 9066 30-34                    Male     United States of America
## 9067 30-34                    Male                        China
## 9068 25-29                    Male                    Indonesia
## 9069 40-44                    Male            Republic of Korea
## 9070 30-34                    Male                        India
## 9071 25-29                    Male                        China
## 9072 45-49                  Female                        Japan
## 9073 22-24                    Male     United States of America
## 9074 22-24                    Male                        India
## 9075 25-29                    Male                        China
## 9076 35-39                    Male                    Indonesia
## 9077 30-34                    Male                        India
## 9078 30-34                  Female                        India
## 9079 25-29                  Female     United States of America
## 9080 55-59                    Male                       Canada
## 9081 25-29                    Male                        Other
## 9082 22-24                    Male                        China
## 9083 18-21                    Male                        India
## 9084 30-34                    Male                  Philippines
## 9085 30-34                    Male                        India
## 9086 35-39                    Male                        Other
## 9087 25-29                    Male                        Japan
## 9088 25-29                    Male                        India
## 9089 22-24                    Male                        Japan
## 9090 30-34                    Male                    Singapore
## 9091 30-34                  Female                     Viet Nam
## 9092 18-21                    Male                        India
## 9093 22-24                    Male                   Bangladesh
## 9094 22-24                    Male                        Other
## 9095 35-39                    Male                        Japan
## 9096 18-21                  Female                        India
## 9097 45-49                    Male     United States of America
## 9098 18-21                    Male                        China
## 9099 35-39                    Male     United States of America
## 9100 18-21                    Male                        India
## 9101 18-21                    Male                        India
## 9102 40-44                  Female                        India
## 9103 35-39                    Male               United Kingdom
## 9104 18-21                    Male                        India
## 9105 25-29                  Female                     Malaysia
## 9106 40-44                    Male     United States of America
## 9107 25-29                    Male                        India
## 9108 18-21                    Male                      Nigeria
## 9109 30-34                  Female                        India
## 9110 45-49                    Male                        Japan
## 9111 25-29                    Male                        India
## 9112 25-29                    Male                        China
## 9113 40-44                    Male                    Singapore
## 9114 40-44                  Female                        India
## 9115 30-34                    Male                       Mexico
## 9116 18-21                  Female                        India
## 9117 18-21                    Male                        India
## 9118 30-34                    Male                        India
## 9119 60-69                    Male     United States of America
## 9120 55-59                    Male                      Germany
## 9121 22-24                    Male                    Indonesia
## 9122 35-39                  Female     United States of America
## 9123 22-24                  Female                        China
## 9124 40-44                    Male     United States of America
## 9125 50-54                    Male     United States of America
## 9126 22-24                    Male                        India
## 9127 35-39                    Male     United States of America
## 9128 22-24                  Female                     Viet Nam
## 9129 30-34                    Male     United States of America
## 9130 18-21                    Male                        India
## 9131 18-21                    Male                        India
## 9132 40-44                    Male                        Other
## 9133 30-34                  Female     United States of America
## 9134 22-24                    Male                        India
## 9135 30-34                    Male                       Taiwan
## 9136 22-24                    Male                        India
## 9137 18-21                    Male                        India
## 9138 22-24                    Male     United States of America
## 9139 40-44                    Male                    Australia
## 9140 18-21                    Male                        India
## 9141   70+                    Male                       Canada
## 9142 45-49                    Male            Republic of Korea
## 9143 30-34                  Female                    Indonesia
## 9144 22-24                    Male                   Bangladesh
## 9145 40-44                    Male           Hong Kong (S.A.R.)
## 9146 18-21                    Male                        India
## 9147 18-21                    Male                      Ukraine
## 9148 22-24                    Male     United States of America
## 9149 25-29                    Male                   Bangladesh
## 9150 35-39                    Male                        India
## 9151 22-24                    Male                        India
## 9152 35-39                    Male                   Bangladesh
## 9153 25-29                    Male                       Taiwan
## 9154 18-21                  Female                        India
## 9155 60-69                    Male     United States of America
## 9156 18-21                    Male                        India
## 9157 40-44                    Male                        India
## 9158 25-29                  Female                        India
## 9159 45-49                    Male                       Brazil
## 9160 22-24                    Male                        India
## 9161 30-34                    Male                        India
## 9162 45-49                    Male                       Taiwan
## 9163 18-21                    Male                        India
## 9164 35-39                    Male                        India
## 9165 18-21                    Male                        India
## 9166 18-21                    Male                        India
## 9167 35-39                    Male                       Taiwan
## 9168 22-24                    Male                        India
## 9169 25-29                    Male     United States of America
## 9170 22-24                    Male                        India
## 9171 25-29                    Male                     Malaysia
## 9172 22-24                    Male                      Nigeria
## 9173 18-21                    Male                      Romania
## 9174 45-49                    Male                        India
## 9175 45-49                    Male                        Japan
## 9176 22-24                    Male                        China
## 9177 60-69                    Male                        Japan
## 9178 18-21                  Female                        India
## 9179 25-29                    Male                        India
## 9180 22-24                    Male                       Taiwan
## 9181 18-21                    Male                        India
## 9182 25-29                    Male                        China
## 9183 18-21                    Male     United States of America
## 9184 35-39                    Male                       Taiwan
## 9185 25-29                  Female                    Singapore
## 9186 22-24                    Male                       Taiwan
## 9187 25-29                    Male                        China
## 9188 18-21                    Male                       Mexico
## 9189 35-39                    Male                        India
## 9190 50-54                    Male                       Russia
## 9191 55-59                    Male     United States of America
## 9192 18-21                  Female                        India
## 9193 18-21                    Male                        India
## 9194 18-21                    Male     United States of America
## 9195 22-24                    Male                        Other
## 9196 18-21                    Male                        India
## 9197 35-39                    Male                     Viet Nam
## 9198 30-34                    Male     United States of America
## 9199 25-29                  Female                        India
## 9200 45-49                    Male                         Peru
## 9201 18-21                    Male                        China
## 9202 30-34                    Male                        India
## 9203 30-34                    Male     United States of America
## 9204 18-21                    Male                        India
## 9205 18-21                    Male                        Other
## 9206 18-21                    Male                        India
## 9207 25-29                    Male                     Pakistan
## 9208 22-24                  Female                        Other
## 9209 30-34                    Male                     Viet Nam
## 9210 50-54                    Male     United States of America
## 9211 60-69                    Male                      Germany
## 9212 40-44                    Male                 Saudi Arabia
## 9213 22-24                    Male                        India
## 9214 35-39                  Female     United States of America
## 9215 18-21                    Male                        India
## 9216 45-49                    Male                        Japan
## 9217 22-24                  Female                  South Korea
## 9218 22-24                  Female                        India
## 9219 25-29                    Male     United States of America
## 9220 25-29                    Male                        India
## 9221 25-29                    Male                        India
## 9222 25-29                    Male                        India
## 9223 22-24                    Male                        India
## 9224 22-24                    Male                        China
## 9225 18-21                  Female                        India
## 9226 18-21                    Male                        India
## 9227 25-29                    Male                        India
## 9228 18-21                    Male                        India
## 9229 40-44                    Male                       Canada
## 9230 30-34                    Male                        China
## 9231 30-34                    Male                        India
## 9232 50-54                    Male     United States of America
## 9233 25-29                    Male                        Other
## 9234 35-39                  Female                    Australia
## 9235 35-39                    Male                  South Korea
## 9236 18-21                    Male                        India
## 9237 45-49                    Male                        Japan
## 9238 55-59                    Male                        India
## 9239 30-34                    Male                  South Korea
## 9240 18-21                    Male                        India
## 9241 45-49                    Male                  South Korea
## 9242 30-34                  Female     United States of America
## 9243 35-39                  Female                        India
## 9244 22-24                    Male                        Kenya
## 9245 18-21                    Male                        India
## 9246 30-34                    Male                       Mexico
## 9247 22-24                    Male                        India
## 9248 40-44                    Male                    Singapore
## 9249 30-34                    Male                     Malaysia
## 9250 25-29                    Male                        India
## 9251 25-29                    Male                       Canada
## 9252 50-54                    Male     United States of America
## 9253 35-39                    Male                  South Korea
## 9254 18-21                    Male                       Mexico
## 9255 25-29                  Female                        India
## 9256 22-24                    Male                        India
## 9257 22-24                    Male                        India
## 9258 30-34                    Male     United States of America
## 9259 22-24                    Male                  South Korea
## 9260 18-21                    Male                        India
## 9261 25-29                    Male                        Japan
## 9262 18-21                    Male                        India
## 9263 40-44                  Female                       Israel
## 9264 18-21                  Female                        India
## 9265 25-29                    Male                  South Korea
## 9266 45-49                    Male                       Russia
## 9267 50-54                  Female                        India
## 9268 40-44                    Male                    Australia
## 9269 22-24                    Male                     Viet Nam
## 9270 45-49                    Male                      Germany
## 9271 25-29                    Male Iran, Islamic Republic of...
## 9272 18-21                  Female                        India
## 9273 25-29                    Male                        India
## 9274 35-39                    Male                        China
## 9275   70+                    Male                        India
## 9276 25-29                    Male                   Bangladesh
## 9277 22-24                    Male                        India
## 9278 18-21                    Male                        India
## 9279 30-34                  Female                        India
## 9280 22-24                  Female                        India
## 9281 30-34                    Male                        India
## 9282 40-44                    Male                        Japan
## 9283 25-29                    Male                        India
## 9284 30-34                    Male                        India
## 9285 22-24                    Male                        India
## 9286 22-24                    Male                    Singapore
## 9287 35-39                    Male                        China
## 9288 22-24                    Male                        China
## 9289 30-34                    Male                        Other
## 9290 18-21                    Male     United States of America
## 9291 45-49                    Male            Republic of Korea
## 9292 60-69                    Male                        Japan
## 9293 22-24                    Male     United States of America
## 9294 25-29                    Male                  South Korea
## 9295 45-49                    Male                    Australia
## 9296 45-49                  Female                       Canada
## 9297 60-69                    Male                       Taiwan
## 9298 22-24                    Male                        China
## 9299 25-29                    Male                        China
## 9300 18-21                    Male                        India
## 9301 18-21                    Male                        India
## 9302 35-39                    Male     United States of America
## 9303 35-39                    Male                        Other
## 9304 50-54                    Male                    Singapore
## 9305 50-54                    Male                        Italy
## 9306 35-39                  Female                        India
## 9307 18-21                    Male                        India
## 9308 18-21                    Male                        India
## 9309 22-24                  Female                        India
## 9310 40-44                    Male                        Japan
## 9311 50-54                    Male                    Indonesia
## 9312 18-21                    Male                        India
## 9313 30-34                    Male                        India
## 9314 25-29                    Male                       Russia
## 9315 25-29                    Male     United States of America
## 9316 22-24                  Female                        Other
## 9317 35-39                    Male                        India
## 9318 35-39                  Female                     Malaysia
## 9319 30-34                    Male                        Japan
## 9320 18-21                  Female                        Other
## 9321 55-59                    Male                 Saudi Arabia
## 9322 22-24                    Male                        India
## 9323 18-21                    Male                       Russia
## 9324 18-21                    Male                        India
## 9325 30-34                    Male                        India
## 9326 18-21                  Female                        India
## 9327 40-44                    Male     United States of America
## 9328 18-21                  Female                        India
## 9329 22-24                    Male                        Other
## 9330 30-34                    Male                        India
## 9331 45-49                    Male                        India
## 9332 30-34                    Male                        India
## 9333 40-44                    Male                 Saudi Arabia
## 9334 25-29                  Female                        India
## 9335 22-24                    Male                        India
## 9336 18-21                    Male                        India
## 9337 30-34                    Male                        India
## 9338 30-34                    Male                     Thailand
## 9339 35-39                    Male                        Japan
## 9340 35-39                    Male                       Taiwan
## 9341 25-29                    Male            Republic of Korea
## 9342 18-21                    Male                        India
## 9343 18-21                    Male                        India
## 9344 22-24                    Male                        Other
## 9345 22-24                    Male                         Peru
## 9346 30-34                  Female                        China
## 9347 30-34                    Male                       Taiwan
## 9348 30-34                    Male                        Other
## 9349 55-59                    Male                       Russia
## 9350 60-69                    Male                       Russia
## 9351 45-49                    Male     United States of America
## 9352 18-21                    Male                  Philippines
## 9353 25-29                    Male     United States of America
## 9354 25-29                    Male                        India
## 9355 25-29                    Male                       Greece
## 9356 22-24                    Male                        China
## 9357 25-29       Prefer not to say                        India
## 9358 45-49                    Male                        India
## 9359 25-29                    Male                        India
## 9360 40-44                    Male                       Russia
## 9361 25-29                  Female                        India
## 9362 22-24                    Male Iran, Islamic Republic of...
## 9363 22-24                    Male                        India
## 9364 30-34                    Male                  Netherlands
## 9365 25-29                    Male                        Other
## 9366   70+                    Male                       Russia
## 9367 18-21                    Male                        India
## 9368 22-24                    Male                        India
## 9369 60-69                    Male                        Other
## 9370 22-24                    Male                        Kenya
## 9371 55-59                    Male                        Japan
## 9372 35-39                    Male            Republic of Korea
## 9373 25-29                    Male                        Other
## 9374 35-39                    Male                       Russia
## 9375 25-29                    Male                   Bangladesh
## 9376 25-29                    Male                        Japan
## 9377 35-39                    Male                 South Africa
## 9378 22-24                    Male                        India
## 9379 35-39                    Male                        India
## 9380 18-21                    Male                        India
## 9381 30-34                    Male     United States of America
## 9382 25-29                    Male                        Other
## 9383 22-24                  Female                        India
## 9384 25-29                    Male                        India
## 9385 30-34                  Female                     Viet Nam
## 9386 35-39                    Male                       Taiwan
## 9387 18-21                    Male                        India
## 9388 45-49                    Male                       France
## 9389 35-39                    Male                   Bangladesh
## 9390 40-44                    Male                       Russia
## 9391 25-29                    Male                        China
## 9392 25-29                  Female                      Nigeria
## 9393 25-29                    Male                        India
## 9394 30-34                    Male                        India
## 9395 30-34                    Male                   Bangladesh
## 9396 35-39                    Male                        India
## 9397 30-34                    Male                        India
## 9398 25-29                  Female                       Russia
## 9399 35-39                    Male                        Spain
## 9400 30-34                    Male                        Other
## 9401 45-49                    Male     United States of America
## 9402 18-21                    Male                        India
## 9403 25-29                    Male                        India
## 9404 40-44                    Male                        India
## 9405 22-24                    Male                        China
## 9406 25-29                    Male                    Singapore
## 9407 25-29                    Male                        India
## 9408 35-39                  Female                  Philippines
## 9409 35-39                    Male                        Japan
## 9410 25-29                    Male                      Nigeria
## 9411 25-29                    Male                     Thailand
## 9412 25-29                    Male                        Other
## 9413 22-24                    Male                        India
## 9414 35-39                    Male                       Sweden
## 9415 22-24                  Female                        India
## 9416 40-44                    Male                        India
## 9417 30-34                    Male                        India
## 9418 22-24                    Male                        India
## 9419 22-24                    Male                        India
## 9420 18-21                    Male                        India
## 9421 40-44                    Male                     Pakistan
## 9422 22-24                    Male                        Other
## 9423 35-39                    Male                        Kenya
## 9424 25-29                    Male                        India
## 9425 35-39                    Male                        India
## 9426 40-44                    Male                       Taiwan
## 9427 25-29                    Male                    Australia
## 9428 22-24                  Female                     Viet Nam
## 9429 30-34                    Male                     Viet Nam
## 9430 18-21                    Male                        India
## 9431 22-24                    Male                      Nigeria
## 9432 45-49                    Male           Hong Kong (S.A.R.)
## 9433 25-29                    Male                       Poland
## 9434 30-34                  Female                      Germany
## 9435 35-39                    Male                       Poland
## 9436 22-24                    Male                        Other
## 9437 25-29                    Male                        Egypt
## 9438 55-59                    Male                       Taiwan
## 9439 22-24                    Male                        India
## 9440 30-34                  Female                        India
## 9441 18-21                    Male                    Australia
## 9442 18-21                    Male                        India
## 9443 22-24                  Female     United States of America
## 9444 40-44                    Male                        India
## 9445 22-24                    Male                        India
## 9446 30-34                  Female                      Nigeria
## 9447 30-34                    Male                    Australia
## 9448 45-49                    Male                      Nigeria
## 9449 35-39                    Male                        India
## 9450 22-24                  Female                        Egypt
## 9451 40-44                    Male     United States of America
## 9452 30-34                    Male                        India
## 9453 22-24                    Male                        India
## 9454 22-24                    Male                      Nigeria
## 9455 22-24                  Female                        China
## 9456 35-39                    Male                        Spain
## 9457 50-54                    Male                        India
## 9458 30-34                    Male     United States of America
## 9459 35-39                    Male                 South Africa
## 9460 25-29                    Male     United States of America
## 9461 50-54                    Male                      Ukraine
## 9462 30-34                    Male            Republic of Korea
## 9463 18-21                    Male                        India
## 9464 22-24                    Male                        India
## 9465 25-29                    Male                      Germany
## 9466 40-44                    Male                        India
## 9467 22-24                    Male                        India
## 9468 18-21                    Male                        India
## 9469 25-29                    Male                        India
## 9470 25-29                    Male                        Italy
## 9471 25-29                    Male                        India
## 9472 18-21                    Male                        India
## 9473 45-49                    Male                        India
## 9474 30-34                    Male                     Pakistan
## 9475 18-21                    Male                       Russia
## 9476 35-39                    Male                      Ukraine
## 9477 18-21                    Male                      Nigeria
## 9478 35-39                    Male                       Taiwan
## 9479 18-21                    Male                        India
## 9480 25-29                    Male                       Russia
## 9481 22-24                    Male                        India
## 9482 22-24                    Male                        India
## 9483 22-24                    Male                        India
## 9484 35-39                    Male                    Australia
## 9485 40-44                    Male                 Saudi Arabia
## 9486 35-39                    Male                        India
## 9487 18-21                  Female                        Kenya
## 9488 25-29                  Female                        India
## 9489 25-29                  Female                       France
## 9490 45-49                    Male                        India
## 9491 18-21                    Male                      Belarus
## 9492 22-24                    Male                        India
## 9493 45-49                    Male                        India
## 9494 22-24                    Male                        India
## 9495 25-29                    Male     United States of America
## 9496 30-34                    Male                       Israel
## 9497 25-29                    Male                        India
## 9498 35-39                    Male     United States of America
## 9499 60-69                    Male                      Germany
## 9500 55-59                  Female                      Germany
## 9501 30-34                    Male                        India
## 9502 35-39                    Male            Republic of Korea
## 9503 25-29                    Male Iran, Islamic Republic of...
## 9504 25-29                    Male                      Nigeria
## 9505 22-24                  Female                       Russia
## 9506 25-29                    Male                  South Korea
## 9507 35-39                  Female                        India
## 9508 25-29                    Male                        India
## 9509 45-49                    Male                        India
## 9510 25-29                    Male                        India
## 9511 25-29                    Male                     Pakistan
## 9512 25-29                  Female                        India
## 9513 25-29                    Male                    Indonesia
## 9514 35-39                    Male                 Saudi Arabia
## 9515 40-44                    Male     United States of America
## 9516 22-24                    Male                        India
## 9517 25-29                  Female                        India
## 9518 30-34                    Male                        India
## 9519 45-49                    Male                      Germany
## 9520 30-34                    Male                        India
## 9521 40-44                  Female                        India
## 9522 55-59                    Male                       Mexico
## 9523 45-49                    Male                        India
## 9524 30-34                    Male                       Israel
## 9525 25-29                  Female                       Taiwan
## 9526 18-21                    Male                      Nigeria
## 9527 18-21                    Male     United States of America
## 9528 25-29                    Male                        India
## 9529 60-69                    Male                        India
## 9530 18-21                    Male                    Indonesia
## 9531 30-34                    Male                        Kenya
## 9532 25-29                    Male                        Other
## 9533 22-24                  Female                        India
## 9534 25-29                  Female                        India
## 9535 45-49                    Male                       Greece
## 9536 18-21                    Male                        India
## 9537 40-44                    Male                      Germany
## 9538 40-44                    Male                        India
## 9539 25-29                    Male                       Poland
## 9540 25-29                    Male                      Germany
## 9541 22-24                    Male     United States of America
## 9542 40-44                    Male                        India
## 9543 25-29                    Male                        Other
## 9544 18-21                    Male                        India
## 9545 25-29                  Female                        India
## 9546 35-39                    Male                       Taiwan
## 9547 22-24                    Male                      Nigeria
## 9548 18-21                    Male                        India
## 9549 22-24                    Male                        India
## 9550 35-39                    Male                        Other
## 9551 18-21                  Female                        Kenya
## 9552 25-29                    Male                        India
## 9553 30-34                    Male                        Other
## 9554 35-39                    Male                        India
## 9555 50-54                    Male                      Belgium
## 9556 30-34                    Male                        India
## 9557 25-29                    Male                      Hungary
## 9558 25-29                    Male                        India
## 9559 22-24                  Female                        India
## 9560 35-39                    Male                        India
## 9561 18-21                  Female                       Russia
## 9562 18-21                    Male                        India
## 9563 22-24                    Male                        India
## 9564 22-24                    Male                     Pakistan
## 9565 25-29                  Female                        India
## 9566 25-29                    Male                       Russia
## 9567 18-21                    Male                        India
## 9568 25-29                    Male                  South Korea
## 9569 45-49                    Male                  New Zealand
## 9570 25-29                    Male                       Turkey
## 9571 30-34                    Male                       Russia
## 9572 35-39                  Female                        India
## 9573 22-24                    Male                        India
## 9574 25-29                    Male                       Canada
## 9575 30-34                    Male                       Taiwan
## 9576 22-24                    Male                        Other
## 9577 22-24                  Female                        Other
## 9578 18-21                    Male                        India
## 9579 30-34                    Male                      Germany
## 9580 25-29                    Male                       Russia
## 9581 50-54                    Male                    Australia
## 9582 25-29                    Male                        India
## 9583 40-44                    Male                        India
## 9584 45-49                    Male                     Pakistan
## 9585 35-39                    Male                        China
## 9586 40-44                    Male                        China
## 9587 22-24                    Male                       Turkey
## 9588 22-24                    Male                      Nigeria
## 9589 25-29                    Male                 Saudi Arabia
## 9590 30-34                    Male                        India
## 9591 40-44                  Female                        India
## 9592 22-24                    Male                        India
## 9593 25-29                    Male                      Ukraine
## 9594 18-21                    Male                        Italy
## 9595 35-39                    Male                        India
## 9596 25-29                    Male                        India
## 9597 40-44                    Male                        India
## 9598 30-34                    Male                        India
## 9599 30-34                    Male                      Germany
## 9600 22-24                    Male                    Singapore
## 9601 18-21                    Male                        India
## 9602 30-34                    Male                        India
## 9603 22-24                    Male                        Egypt
## 9604 25-29                    Male                        India
## 9605 60-69                    Male                        India
## 9606 25-29                  Female     United States of America
## 9607 22-24                    Male                        Italy
## 9608 35-39                    Male               United Kingdom
## 9609 40-44                    Male                        India
## 9610 22-24                    Male                       Greece
## 9611 30-34                    Male                      Germany
## 9612 22-24                    Male                        India
## 9613 25-29                    Male                        Spain
## 9614 25-29                    Male     United States of America
## 9615 35-39                    Male                  Netherlands
## 9616 18-21                    Male                        India
## 9617 55-59                    Male                       Norway
## 9618 35-39                    Male                        India
## 9619 55-59                    Male                  Netherlands
## 9620 25-29                    Male                        Other
## 9621 22-24                  Female                        India
## 9622 45-49                    Male                  Netherlands
## 9623 30-34                    Male                        Other
## 9624 25-29                    Male                        India
## 9625 22-24                    Male                        Kenya
## 9626 18-21                    Male                        India
## 9627 45-49                    Male                        India
## 9628 35-39                    Male                        China
## 9629 30-34                  Female                      Romania
## 9630 25-29                    Male                      Germany
## 9631 30-34                    Male                       Russia
## 9632 30-34       Prefer not to say                        Other
## 9633 40-44                    Male                        Italy
## 9634 30-34                    Male                       Sweden
## 9635 35-39                    Male                         Peru
## 9636 22-24                  Female                        India
## 9637 18-21                    Male                        India
## 9638 30-34                    Male                        Other
## 9639 18-21                  Female                        India
## 9640 25-29                    Male               Czech Republic
## 9641 30-34                    Male                      Germany
## 9642 25-29                    Male                 South Africa
## 9643 30-34                    Male                        India
## 9644 45-49                  Female                       Sweden
## 9645 18-21                  Female                        India
## 9646 40-44                    Male                        India
## 9647 30-34                    Male                        India
## 9648 25-29                    Male                        India
## 9649 22-24                    Male                        India
## 9650 55-59                    Male                       Poland
## 9651 35-39                    Male                       Poland
## 9652 25-29                    Male                      Belgium
## 9653 30-34                    Male                        India
## 9654 40-44                    Male                      Belarus
## 9655 50-54                    Male                       Sweden
## 9656 40-44                    Male                        China
## 9657 22-24                    Male                      Germany
## 9658 35-39                  Female     United States of America
## 9659 25-29                  Female                        India
## 9660 30-34                  Female                        Spain
## 9661 40-44                    Male                       Taiwan
## 9662 18-21                    Male                        India
## 9663 22-24                    Male                        India
## 9664 22-24                  Female                        India
## 9665 40-44                    Male                       Israel
## 9666 40-44                    Male     United States of America
## 9667 50-54                    Male                        Spain
## 9668 22-24                  Female                        Other
## 9669 25-29                  Female                      Hungary
## 9670 35-39                    Male                      Germany
## 9671 25-29                  Female                        India
## 9672 25-29                    Male                 South Africa
## 9673 40-44                    Male                       France
## 9674 30-34                    Male                        India
## 9675 25-29                    Male                        Kenya
## 9676 35-39                    Male                      Ukraine
## 9677 45-49                    Male                        India
## 9678 30-34                    Male                  Netherlands
## 9679 30-34                    Male                        India
## 9680 30-34                    Male                  Switzerland
## 9681 25-29                    Male                        India
## 9682 45-49                    Male                      Germany
## 9683 30-34                    Male                       Taiwan
## 9684 40-44                    Male                 South Africa
## 9685 25-29                    Male                        Other
## 9686 40-44                    Male                     Pakistan
## 9687 25-29                    Male                        India
## 9688 25-29                  Female                        India
## 9689 25-29                    Male                        Spain
## 9690 35-39                  Female                  South Korea
## 9691 22-24                  Female                        India
## 9692 40-44                    Male                      Germany
## 9693 22-24                    Male                       Poland
## 9694 45-49                    Male                        Spain
## 9695   70+ Prefer to self-describe                        Other
## 9696 30-34                    Male                        Other
## 9697 22-24                    Male                        India
## 9698 45-49                    Male                        Italy
## 9699 25-29                    Male                        India
## 9700 35-39                    Male                        India
## 9701 25-29                    Male                        India
## 9702 22-24                    Male                 South Africa
## 9703 30-34                    Male                      Germany
## 9704 50-54                    Male                      Germany
## 9705 22-24                  Female                        Other
## 9706 22-24                    Male                        India
## 9707 25-29                    Male                   Bangladesh
## 9708 30-34                    Male                       Israel
## 9709 30-34                    Male                      Germany
## 9710 25-29                  Female                       Poland
## 9711 22-24                    Male                        China
## 9712 25-29                    Male                        Italy
## 9713 25-29                    Male                       Russia
## 9714 18-21                    Male                        India
## 9715 40-44                    Male                       Greece
## 9716 18-21                    Male                   Bangladesh
## 9717 25-29                    Male                       Taiwan
## 9718 22-24                    Male                       Israel
## 9719 60-69                    Male                       Israel
## 9720 25-29                  Female                        India
## 9721 18-21                    Male                        India
## 9722 22-24                  Female                       Turkey
## 9723 35-39                    Male                        Spain
## 9724 18-21                    Male                       Poland
## 9725 30-34                    Male                      Germany
## 9726 25-29                    Male                        India
## 9727 25-29                  Female                      Nigeria
## 9728 45-49                    Male               United Kingdom
## 9729 35-39                    Male                       Sweden
## 9730 45-49                    Male     United States of America
## 9731 45-49                    Male                      Germany
## 9732 35-39                    Male                        Kenya
## 9733 22-24                    Male                   Bangladesh
## 9734 35-39                    Male                        Other
## 9735 22-24                    Male                        India
## 9736 35-39                    Male                      Denmark
## 9737 25-29                  Female                 South Africa
## 9738 18-21                    Male                        India
## 9739 40-44                    Male                        Spain
## 9740 30-34                    Male                        China
## 9741 25-29                    Male                        China
## 9742 22-24                    Male                        India
## 9743 30-34                    Male                      Germany
## 9744 18-21                    Male                   Bangladesh
## 9745 35-39       Prefer not to say                     Malaysia
## 9746 60-69                    Male                        India
## 9747 40-44                    Male                      Denmark
## 9748 18-21                    Male                        India
## 9749 25-29                    Male                        Other
## 9750 30-34                    Male                       Greece
## 9751 45-49                    Male                    Singapore
## 9752 30-34                    Male                       Turkey
## 9753 50-54                  Female                        Italy
## 9754 18-21                    Male                        India
## 9755 30-34                    Male                        India
## 9756 30-34                    Male                      Algeria
## 9757 55-59                    Male               United Kingdom
## 9758 45-49                    Male                        China
## 9759 22-24                    Male                     Pakistan
## 9760 18-21                    Male                        India
## 9761 30-34                    Male                      Nigeria
## 9762 45-49                    Male                       Sweden
## 9763 22-24                  Female     United States of America
## 9764 22-24                    Male                        India
## 9765 35-39                    Male                       Russia
## 9766 35-39                    Male                        India
## 9767 25-29                  Female                      Nigeria
## 9768 25-29                    Male                   Bangladesh
## 9769 50-54                    Male                    Indonesia
## 9770 22-24                    Male                        India
## 9771 22-24                    Male                     Portugal
## 9772 30-34                    Male                        Other
## 9773 25-29                    Male                        India
## 9774 25-29                    Male                       Greece
## 9775 25-29                    Male                        Spain
## 9776 22-24                    Male                    Australia
## 9777 30-34                    Male                    Singapore
## 9778 55-59                    Male                      Germany
## 9779 50-54                  Female                        India
## 9780 40-44                    Male                        India
## 9781 25-29                    Male                        India
## 9782 18-21                    Male                        India
## 9783 25-29                    Male                        India
## 9784 35-39                  Female                  New Zealand
## 9785 25-29                    Male                 South Africa
## 9786 22-24                    Male                      Germany
## 9787 25-29                    Male                       Russia
## 9788 50-54                    Male                  Switzerland
## 9789 35-39                    Male                        India
## 9790 30-34                    Male Iran, Islamic Republic of...
## 9791 25-29                  Female                       Taiwan
## 9792 40-44                    Male                        China
## 9793 22-24                    Male                        India
## 9794 30-34                    Male                     Pakistan
## 9795 25-29                    Male                       Sweden
## 9796 30-34                    Male                      Nigeria
## 9797 35-39                    Male                        India
## 9798 22-24                    Male                        India
## 9799 18-21                    Male                        India
## 9800 25-29                    Male                        India
## 9801 25-29                    Male                     Pakistan
## 9802 45-49                    Male               United Kingdom
## 9803 40-44                    Male                      Germany
## 9804 45-49                    Male                        Spain
## 9805 25-29                    Male                        Other
## 9806 45-49                    Male                       Poland
## 9807 30-34                    Male                      Germany
## 9808 22-24                    Male                        India
## 9809 30-34                    Male                        Other
## 9810 22-24                    Male                       Turkey
## 9811 22-24                    Male                      Hungary
## 9812 45-49                    Male            Republic of Korea
## 9813 30-34                  Female                       Poland
## 9814 30-34                    Male                     Portugal
## 9815 35-39                    Male                  Netherlands
## 9816 18-21                  Female                      Nigeria
## 9817 45-49                    Male                       France
## 9818 30-34                  Female                  Switzerland
## 9819 22-24                    Male                        Spain
## 9820 25-29                    Male                        India
## 9821 22-24                    Male                        China
## 9822 25-29                    Male                        India
## 9823 22-24                    Male                        India
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## 9825 22-24                    Male                        Kenya
## 9826 22-24       Prefer not to say                        China
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## 9842 22-24                    Male                        India
## 9843 30-34                    Male                        India
## 9844 30-34                    Male                      Belgium
## 9845 25-29                    Male                      Nigeria
## 9846 25-29                    Male                        Japan
## 9847 18-21                    Male Iran, Islamic Republic of...
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## 9849 35-39                    Male                       Sweden
## 9850 30-34                    Male                      Romania
## 9851 35-39                    Male                        Other
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## 9853 25-29                    Male                        Spain
## 9854 35-39                    Male                        India
## 9855 35-39                    Male                       France
## 9856 30-34                    Male                        India
## 9857 22-24                    Male                       Poland
## 9858 25-29                    Male                       France
## 9859 40-44                    Male                  Switzerland
## 9860 18-21                  Female                        India
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## 9862 25-29                    Male                        Other
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## 9865 60-69                    Male                  New Zealand
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## 9867 35-39                    Male                        Japan
## 9868 35-39                  Female                       Turkey
## 9869 25-29                    Male                        India
## 9870 30-34                  Female                      Romania
## 9871 35-39                    Male                        India
## 9872 30-34                    Male                        India
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## 9874 18-21                    Male                        India
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## 9891 45-49                    Male                       Norway
## 9892 30-34                  Female                       Turkey
## 9893 35-39                    Male                        Italy
## 9894 18-21                  Female                        India
## 9895 25-29                    Male                      Hungary
## 9896 25-29                    Male                        India
## 9897 30-34                    Male                        India
## 9898 22-24                    Male                        India
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## 9900 45-49                    Male                       Turkey
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## 9908 25-29                  Female                        India
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## 9915 30-34                    Male                        India
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## 9917 30-34                    Male                        India
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## 9919   70+                    Male                       Poland
## 9920 25-29                  Female                      Germany
## 9921 25-29                    Male                      Nigeria
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## 9923 35-39                    Male                  Switzerland
## 9924 45-49                  Female                        Spain
## 9925 30-34                    Male                  Netherlands
## 9926 25-29                    Male                       Poland
## 9927 40-44                    Male                     Viet Nam
## 9928 30-34                    Male                       France
## 9929 30-34                    Male                      Hungary
## 9930 25-29                    Male                        India
## 9931 30-34                    Male                        Spain
## 9932 30-34                    Male                       Greece
## 9933 22-24                    Male                        Other
## 9934 35-39                    Male                        India
## 9935 50-54                    Male               United Kingdom
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## 9937 22-24                    Male                        India
## 9938 22-24                    Male                        Other
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## 9941 35-39                    Male                       Poland
## 9942 35-39                    Male                  Netherlands
## 9943 18-21                    Male                        India
## 9944 50-54                    Male                        India
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## 9946 25-29                    Male                       Poland
## 9947 30-34                  Female                        Other
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## 9950 18-21                    Male                      Germany
## 9951 25-29                  Female                       France
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## 9953 55-59                    Male                        India
## 9954 25-29                    Male                        Italy
## 9955 50-54                    Male                       France
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## 9957 30-34                    Male                        Spain
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## 9964 35-39                    Male                       Poland
## 9965 30-34                    Male                        Italy
## 9966 22-24                    Male                       Taiwan
## 9967 30-34                  Female                        India
## 9968 30-34                    Male                        India
## 9969 35-39                    Male                       France
## 9970 25-29                    Male                      Germany
## 9971 22-24                    Male                        Other
## 9972 35-39                    Male                        India
## 9973 30-34                  Female                        India
## 9974 35-39                    Male                       Israel
## 9975 30-34                    Male                        Egypt
## 9976 50-54                    Male               United Kingdom
## 9977 45-49                    Male                        India
## 9978 40-44                    Male                        India
## 9979 25-29                    Male                        India
## 9980 30-34                    Male                        China
## 9981 22-24                    Male                        Kenya
## 9982 35-39                    Male                      Germany
## 9983 40-44                    Male                       France
## 9984 22-24                    Male                        India
## 9985 25-29                    Male                      Ukraine
## 9986 40-44                    Male                        India
## 9987 35-39                    Male                       Russia
## 9988 22-24                  Female                        Other
## 9989 35-39                    Male                        Italy
## 9990 30-34                  Female                       Turkey
## 9991   70+                    Male                        Italy
## 9992 25-29                  Female                      Belgium
## 9993 25-29                    Male                        India
## 9994 25-29                    Male                        Other
## 9995 30-34                  Female                        India
## 9996 30-34                    Male               United Kingdom
## 9997 25-29                    Male                        Spain
## 9998 25-29                  Female                        Other
## 9999 30-34                    Male                    Singapore
##                                                         education company_size
## 1                                                     Masterâ\200\231s   1000-9,999 
## 2                                                   Professional     > 10,000 
## 3                                                   Professional          <NA>
## 4                                                     Masterâ\200\231s     > 10,000 
## 5                                                   Bachelorâ\200\231s         0-49 
## 6                                                     Masterâ\200\231s         0-49 
## 7                                                     Masterâ\200\231s       50-249 
## 8                                                   Bachelorâ\200\231s     > 10,000 
## 9                                                   Bachelorâ\200\231s          <NA>
## 10                                                    Masterâ\200\231s         0-49 
## 11   Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 12                                                    Masterâ\200\231s         0-49 
## 13                                                  Bachelorâ\200\231s       50-249 
## 14                                                    Masterâ\200\231s     > 10,000 
## 15                                                  Bachelorâ\200\231s   1000-9,999 
## 16                                                    Masterâ\200\231s       50-249 
## 17                                                  Bachelorâ\200\231s         0-49 
## 18   Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 19                                                    Masterâ\200\231s     > 10,000 
## 20                                                      Doctoral       50-249 
## 21                                                    Masterâ\200\231s   1000-9,999 
## 22                                                  Bachelorâ\200\231s      250-999 
## 23                                                    Masterâ\200\231s     > 10,000 
## 24                                                    Masterâ\200\231s       50-249 
## 25                                                    Masterâ\200\231s      250-999 
## 26                                                    Masterâ\200\231s         0-49 
## 27                                                    Masterâ\200\231s         0-49 
## 28                                                      Doctoral          <NA>
## 29                                                      Doctoral   1000-9,999 
## 30                                                    Masterâ\200\231s         0-49 
## 31                                                    Masterâ\200\231s     > 10,000 
## 32                                                    Masterâ\200\231s         0-49 
## 33                                                    Masterâ\200\231s   1000-9,999 
## 34                                                    Masterâ\200\231s     > 10,000 
## 35                                                  Bachelorâ\200\231s     > 10,000 
## 36                                                  Bachelorâ\200\231s   1000-9,999 
## 37                                                    Masterâ\200\231s       50-249 
## 38                                                    Masterâ\200\231s      250-999 
## 39                                                    Masterâ\200\231s     > 10,000 
## 40                                                      Doctoral   1000-9,999 
## 41                                                  Bachelorâ\200\231s       50-249 
## 42                                                    Masterâ\200\231s          <NA>
## 43                                                    Masterâ\200\231s          <NA>
## 44                                                    Masterâ\200\231s     > 10,000 
## 45                                                  Bachelorâ\200\231s       50-249 
## 46                                                  Bachelorâ\200\231s       50-249 
## 47                                                    Masterâ\200\231s     > 10,000 
## 48                                                    Masterâ\200\231s       50-249 
## 49                                                  Bachelorâ\200\231s         0-49 
## 50                                                    Masterâ\200\231s         0-49 
## 51                                                  Bachelorâ\200\231s   1000-9,999 
## 52                                                  Bachelorâ\200\231s     > 10,000 
## 53                                                  Professional          <NA>
## 54                                                    Masterâ\200\231s   1000-9,999 
## 55                                                  Bachelorâ\200\231s      250-999 
## 56   Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 57                                                      Doctoral       50-249 
## 58                                                    Masterâ\200\231s     > 10,000 
## 59                                                    Masterâ\200\231s     > 10,000 
## 60                                         I prefer not to answer         <NA>
## 61                                                    Masterâ\200\231s     > 10,000 
## 62                                                  Bachelorâ\200\231s      250-999 
## 63                                                      Doctoral          <NA>
## 64                                                    Masterâ\200\231s         0-49 
## 65                                                      Doctoral     > 10,000 
## 66                                                    Masterâ\200\231s   1000-9,999 
## 67                                                    Masterâ\200\231s     > 10,000 
## 68                                                  Bachelorâ\200\231s   1000-9,999 
## 69                                                  Bachelorâ\200\231s   1000-9,999 
## 70                                                    Masterâ\200\231s          <NA>
## 71                                                  Bachelorâ\200\231s     > 10,000 
## 72                                                    Masterâ\200\231s       50-249 
## 73   Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 74                                                  Bachelorâ\200\231s          <NA>
## 75                                                    Masterâ\200\231s         0-49 
## 76                                                  Bachelorâ\200\231s          <NA>
## 77                                                      Doctoral      250-999 
## 78                                                      Doctoral   1000-9,999 
## 79   Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 80                                                    Masterâ\200\231s   1000-9,999 
## 81                                                      Doctoral   1000-9,999 
## 82                                                    Masterâ\200\231s       50-249 
## 83                                                  Bachelorâ\200\231s       50-249 
## 84                                                  Bachelorâ\200\231s          <NA>
## 85                                                    Masterâ\200\231s   1000-9,999 
## 86                                                    Masterâ\200\231s     > 10,000 
## 87                                                    Masterâ\200\231s         0-49 
## 88                                                    Masterâ\200\231s         0-49 
## 89                                                      Doctoral         0-49 
## 90                                                    Masterâ\200\231s       50-249 
## 91                                                    Masterâ\200\231s         0-49 
## 92                                         I prefer not to answer      50-249 
## 93   Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 94                                                    Masterâ\200\231s         0-49 
## 95                                                  Bachelorâ\200\231s     > 10,000 
## 96                                                  Bachelorâ\200\231s       50-249 
## 97                                                    Masterâ\200\231s         0-49 
## 98                                                  Bachelorâ\200\231s       50-249 
## 99                                                    Masterâ\200\231s   1000-9,999 
## 100                                                   Masterâ\200\231s       50-249 
## 101                          No formal education past high school         <NA>
## 102                                                   Masterâ\200\231s         0-49 
## 103                                                 Bachelorâ\200\231s         0-49 
## 104                                                   Masterâ\200\231s         0-49 
## 105                                                   Masterâ\200\231s       50-249 
## 106                                                     Doctoral          <NA>
## 107                                                     Doctoral          <NA>
## 108                                                   Masterâ\200\231s   1000-9,999 
## 109                                                 Bachelorâ\200\231s          <NA>
## 110                                                     Doctoral     > 10,000 
## 111                                                   Masterâ\200\231s      250-999 
## 112                                                   Masterâ\200\231s          <NA>
## 113                                                   Masterâ\200\231s     > 10,000 
## 114                                        I prefer not to answer      50-249 
## 115                                                   Masterâ\200\231s   1000-9,999 
## 116                                                 Bachelorâ\200\231s          <NA>
## 117                                                   Masterâ\200\231s          <NA>
## 118                                                 Professional       50-249 
## 119                                                 Bachelorâ\200\231s         0-49 
## 120                                                     Doctoral         0-49 
## 121                                                   Masterâ\200\231s     > 10,000 
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## 123                                                     Doctoral          <NA>
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## 126                                                   Masterâ\200\231s         0-49 
## 127                          No formal education past high school         <NA>
## 128                                                 Bachelorâ\200\231s          <NA>
## 129                                                 Bachelorâ\200\231s          <NA>
## 130                                                   Masterâ\200\231s         0-49 
## 131                                                 Bachelorâ\200\231s   1000-9,999 
## 132                                                 Bachelorâ\200\231s          <NA>
## 133                                                 Professional     > 10,000 
## 134                                                   Masterâ\200\231s       50-249 
## 135                                                   Masterâ\200\231s      250-999 
## 136                                                     Doctoral   1000-9,999 
## 137                                                   Masterâ\200\231s     > 10,000 
## 138                                                 Bachelorâ\200\231s          <NA>
## 139                                                 Bachelorâ\200\231s     > 10,000 
## 140                                                     Doctoral          <NA>
## 141                                                     Doctoral      250-999 
## 142                                                   Masterâ\200\231s     > 10,000 
## 143                                                   Masterâ\200\231s   1000-9,999 
## 144                                                 Professional   1000-9,999 
## 145                                                     Doctoral   1000-9,999 
## 146                                                 Bachelorâ\200\231s     > 10,000 
## 147                                                   Masterâ\200\231s     > 10,000 
## 148                                                   Masterâ\200\231s          <NA>
## 149                                                 Bachelorâ\200\231s          <NA>
## 150                                                   Masterâ\200\231s   1000-9,999 
## 151                                                          <NA>         <NA>
## 152                                                   Masterâ\200\231s         0-49 
## 153                                                   Masterâ\200\231s      250-999 
## 154                                                 Bachelorâ\200\231s         0-49 
## 155                                                   Masterâ\200\231s     > 10,000 
## 156                                                   Masterâ\200\231s     > 10,000 
## 157                                                 Bachelorâ\200\231s   1000-9,999 
## 158                                        I prefer not to answer     250-999 
## 159                                                 Professional     > 10,000 
## 160                                                 Bachelorâ\200\231s       50-249 
## 161                                                 Bachelorâ\200\231s         0-49 
## 162                                                 Bachelorâ\200\231s   1000-9,999 
## 163                                                   Masterâ\200\231s          <NA>
## 164                                                 Bachelorâ\200\231s          <NA>
## 165                                                 Bachelorâ\200\231s   1000-9,999 
## 166                                                 Bachelorâ\200\231s   1000-9,999 
## 167                                                   Masterâ\200\231s     > 10,000 
## 168                                                   Masterâ\200\231s      250-999 
## 169                                                     Doctoral      250-999 
## 170                                                   Masterâ\200\231s     > 10,000 
## 171                                                 Bachelorâ\200\231s          <NA>
## 172                                                 Bachelorâ\200\231s          <NA>
## 173                                                   Masterâ\200\231s         0-49 
## 174                                                   Masterâ\200\231s          <NA>
## 175                                                 Bachelorâ\200\231s         0-49 
## 176                                                   Masterâ\200\231s          <NA>
## 177                                                   Masterâ\200\231s      250-999 
## 178                                                   Masterâ\200\231s         0-49 
## 179                          No formal education past high school         <NA>
## 180                                                 Professional       50-249 
## 181                                                   Masterâ\200\231s       50-249 
## 182                                                 Bachelorâ\200\231s      250-999 
## 183                                                     Doctoral         0-49 
## 184                                        I prefer not to answer        0-49 
## 185                                                     Doctoral      250-999 
## 186                                                   Masterâ\200\231s         0-49 
## 187                                                   Masterâ\200\231s       50-249 
## 188                                                 Bachelorâ\200\231s      250-999 
## 189                                                     Doctoral         0-49 
## 190                                                   Masterâ\200\231s         0-49 
## 191                                                   Masterâ\200\231s     > 10,000 
## 192                                                     Doctoral         0-49 
## 193                                                   Masterâ\200\231s          <NA>
## 194                                                 Bachelorâ\200\231s       50-249 
## 195                          No formal education past high school         <NA>
## 196                                                   Masterâ\200\231s          <NA>
## 197                                                 Bachelorâ\200\231s          <NA>
## 198                                                   Masterâ\200\231s      250-999 
## 199                                                     Doctoral     > 10,000 
## 200                                                   Masterâ\200\231s         0-49 
## 201                                                     Doctoral          <NA>
## 202                                                   Masterâ\200\231s      250-999 
## 203                                                   Masterâ\200\231s     > 10,000 
## 204                                                     Doctoral          <NA>
## 205                                                 Bachelorâ\200\231s   1000-9,999 
## 206                                                     Doctoral   1000-9,999 
## 207  Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 208                                                     Doctoral      250-999 
## 209                                                   Masterâ\200\231s         0-49 
## 210                                                 Bachelorâ\200\231s         0-49 
## 211                                                   Masterâ\200\231s          <NA>
## 212                                                   Masterâ\200\231s   1000-9,999 
## 213                                                 Bachelorâ\200\231s       50-249 
## 214                                                 Bachelorâ\200\231s          <NA>
## 215                                                   Masterâ\200\231s     > 10,000 
## 216                                                 Bachelorâ\200\231s          <NA>
## 217                                                   Masterâ\200\231s   1000-9,999 
## 218                                                 Bachelorâ\200\231s          <NA>
## 219                                                   Masterâ\200\231s       50-249 
## 220                                                     Doctoral         0-49 
## 221                                                     Doctoral      250-999 
## 222                                                 Bachelorâ\200\231s     > 10,000 
## 223                                                     Doctoral       50-249 
## 224                                                 Professional     > 10,000 
## 225                                                   Masterâ\200\231s         0-49 
## 226                                                     Doctoral     > 10,000 
## 227                                                     Doctoral          <NA>
## 228                                                 Bachelorâ\200\231s          <NA>
## 229                                                   Masterâ\200\231s          <NA>
## 230                                                 Professional     > 10,000 
## 231                                                     Doctoral     > 10,000 
## 232  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 233                                                   Masterâ\200\231s     > 10,000 
## 234                                                   Masterâ\200\231s       50-249 
## 235                                                 Bachelorâ\200\231s      250-999 
## 236                                                   Masterâ\200\231s   1000-9,999 
## 237                                                 Bachelorâ\200\231s      250-999 
## 238                                                   Masterâ\200\231s     > 10,000 
## 239                                                 Bachelorâ\200\231s         0-49 
## 240                                                   Masterâ\200\231s   1000-9,999 
## 241                                                 Bachelorâ\200\231s     > 10,000 
## 242                                                   Masterâ\200\231s   1000-9,999 
## 243                                                   Masterâ\200\231s          <NA>
## 244                                                 Bachelorâ\200\231s          <NA>
## 245                                                   Masterâ\200\231s         0-49 
## 246                                                 Bachelorâ\200\231s          <NA>
## 247                                                   Masterâ\200\231s     > 10,000 
## 248                                                 Bachelorâ\200\231s          <NA>
## 249                                                 Bachelorâ\200\231s         0-49 
## 250                                                   Masterâ\200\231s   1000-9,999 
## 251                                                   Masterâ\200\231s     > 10,000 
## 252                                                     Doctoral   1000-9,999 
## 253                                                   Masterâ\200\231s   1000-9,999 
## 254                                                   Masterâ\200\231s         0-49 
## 255                                                   Masterâ\200\231s      250-999 
## 256                                                 Bachelorâ\200\231s   1000-9,999 
## 257                                                   Masterâ\200\231s          <NA>
## 258                                                 Bachelorâ\200\231s         0-49 
## 259                                                     Doctoral     > 10,000 
## 260                                                   Masterâ\200\231s       50-249 
## 261                                                   Masterâ\200\231s         0-49 
## 262                                                   Masterâ\200\231s     > 10,000 
## 263                                                     Doctoral     > 10,000 
## 264                                                     Doctoral     > 10,000 
## 265                                                   Masterâ\200\231s          <NA>
## 266                                                   Masterâ\200\231s          <NA>
## 267                                                 Bachelorâ\200\231s     > 10,000 
## 268                                                   Masterâ\200\231s   1000-9,999 
## 269                                        I prefer not to answer         <NA>
## 270                                                     Doctoral   1000-9,999 
## 271                                                   Masterâ\200\231s   1000-9,999 
## 272                                                 Bachelorâ\200\231s     > 10,000 
## 273                                                   Masterâ\200\231s     > 10,000 
## 274                                                   Masterâ\200\231s   1000-9,999 
## 275                                                     Doctoral          <NA>
## 276                                                     Doctoral          <NA>
## 277                                                 Bachelorâ\200\231s      250-999 
## 278                                                   Masterâ\200\231s     > 10,000 
## 279                                                   Masterâ\200\231s     > 10,000 
## 280                                                   Masterâ\200\231s     > 10,000 
## 281                                                   Masterâ\200\231s       50-249 
## 282                                                     Doctoral         0-49 
## 283                                                 Bachelorâ\200\231s          <NA>
## 284                                                   Masterâ\200\231s     > 10,000 
## 285                                                 Bachelorâ\200\231s         0-49 
## 286                                                 Bachelorâ\200\231s          <NA>
## 287                                                   Masterâ\200\231s          <NA>
## 288                                                   Masterâ\200\231s      250-999 
## 289                                                   Masterâ\200\231s       50-249 
## 290                                                 Bachelorâ\200\231s          <NA>
## 291                                                     Doctoral   1000-9,999 
## 292                                                   Masterâ\200\231s       50-249 
## 293                                                   Masterâ\200\231s       50-249 
## 294                                                     Doctoral      250-999 
## 295                                                     Doctoral         0-49 
## 296                                                 Professional   1000-9,999 
## 297                                                   Masterâ\200\231s         0-49 
## 298                                                   Masterâ\200\231s         0-49 
## 299                                                   Masterâ\200\231s     > 10,000 
## 300                                                     Doctoral      250-999 
## 301                                                   Masterâ\200\231s   1000-9,999 
## 302                                                 Bachelorâ\200\231s         0-49 
## 303                                                   Masterâ\200\231s   1000-9,999 
## 304                                                 Professional         0-49 
## 305                                                 Bachelorâ\200\231s         0-49 
## 306  Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 307                                                 Bachelorâ\200\231s          <NA>
## 308                                                   Masterâ\200\231s     > 10,000 
## 309                                                     Doctoral          <NA>
## 310                                                 Bachelorâ\200\231s          <NA>
## 311                                                     Doctoral     > 10,000 
## 312                                                 Bachelorâ\200\231s     > 10,000 
## 313                                                 Bachelorâ\200\231s     > 10,000 
## 314                                                   Masterâ\200\231s   1000-9,999 
## 315                                                   Masterâ\200\231s          <NA>
## 316                                                   Masterâ\200\231s      250-999 
## 317                                                 Bachelorâ\200\231s          <NA>
## 318                                        I prefer not to answer        0-49 
## 319                                                 Bachelorâ\200\231s       50-249 
## 320                                                   Masterâ\200\231s   1000-9,999 
## 321                                                   Masterâ\200\231s     > 10,000 
## 322                                                   Masterâ\200\231s       50-249 
## 323                                                   Masterâ\200\231s         0-49 
## 324                                                 Professional         0-49 
## 325                                                   Masterâ\200\231s          <NA>
## 326                                                     Doctoral     > 10,000 
## 327                                                 Bachelorâ\200\231s         0-49 
## 328                                                 Bachelorâ\200\231s       50-249 
## 329                                                 Bachelorâ\200\231s          <NA>
## 330                                                 Bachelorâ\200\231s         0-49 
## 331                                                 Bachelorâ\200\231s      250-999 
## 332                                                   Masterâ\200\231s   1000-9,999 
## 333                                                   Masterâ\200\231s          <NA>
## 334                                                     Doctoral         0-49 
## 335                                                 Bachelorâ\200\231s     > 10,000 
## 336                                                     Doctoral      250-999 
## 337                                                 Bachelorâ\200\231s   1000-9,999 
## 338                                                 Bachelorâ\200\231s         0-49 
## 339                                                 Bachelorâ\200\231s     > 10,000 
## 340                                                 Bachelorâ\200\231s      250-999 
## 341                                                     Doctoral     > 10,000 
## 342                                                   Masterâ\200\231s          <NA>
## 343                                                   Masterâ\200\231s   1000-9,999 
## 344                                                 Professional     > 10,000 
## 345                                                 Bachelorâ\200\231s          <NA>
## 346                                                   Masterâ\200\231s          <NA>
## 347  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 348                                                   Masterâ\200\231s     > 10,000 
## 349                                                 Bachelorâ\200\231s          <NA>
## 350                                                 Bachelorâ\200\231s          <NA>
## 351                                                   Masterâ\200\231s          <NA>
## 352                                                   Masterâ\200\231s     > 10,000 
## 353                                                 Bachelorâ\200\231s          <NA>
## 354                                                     Doctoral   1000-9,999 
## 355                                                   Masterâ\200\231s          <NA>
## 356                                                   Masterâ\200\231s         0-49 
## 357                                                     Doctoral     > 10,000 
## 358                                                     Doctoral         0-49 
## 359                                                   Masterâ\200\231s   1000-9,999 
## 360                                                   Masterâ\200\231s     > 10,000 
## 361                                                 Bachelorâ\200\231s     > 10,000 
## 362                                                 Bachelorâ\200\231s     > 10,000 
## 363                                                 Bachelorâ\200\231s         0-49 
## 364                                                 Professional   1000-9,999 
## 365                                                 Bachelorâ\200\231s         0-49 
## 366                                                   Masterâ\200\231s         0-49 
## 367                                                   Masterâ\200\231s          <NA>
## 368                                                 Bachelorâ\200\231s     > 10,000 
## 369                                                 Bachelorâ\200\231s   1000-9,999 
## 370                                                   Masterâ\200\231s      250-999 
## 371                                                 Bachelorâ\200\231s         0-49 
## 372                                                   Masterâ\200\231s       50-249 
## 373                                                   Masterâ\200\231s   1000-9,999 
## 374  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 375                                                   Masterâ\200\231s          <NA>
## 376                                                   Masterâ\200\231s   1000-9,999 
## 377                                                   Masterâ\200\231s       50-249 
## 378                                                   Masterâ\200\231s     > 10,000 
## 379                                                   Masterâ\200\231s         0-49 
## 380                                                   Masterâ\200\231s       50-249 
## 381                                                     Doctoral         0-49 
## 382                          No formal education past high school     250-999 
## 383                                                 Bachelorâ\200\231s   1000-9,999 
## 384                                                     Doctoral         0-49 
## 385                                                 Professional       50-249 
## 386                                                 Bachelorâ\200\231s   1000-9,999 
## 387                                                 Bachelorâ\200\231s       50-249 
## 388                                                 Professional         0-49 
## 389                                                   Masterâ\200\231s   1000-9,999 
## 390                                                     Doctoral       50-249 
## 391                                                 Bachelorâ\200\231s          <NA>
## 392                                                 Bachelorâ\200\231s          <NA>
## 393                                                 Bachelorâ\200\231s   1000-9,999 
## 394                                                   Masterâ\200\231s      250-999 
## 395                                                 Bachelorâ\200\231s   1000-9,999 
## 396                                                 Bachelorâ\200\231s     > 10,000 
## 397                                                   Masterâ\200\231s     > 10,000 
## 398                                                     Doctoral      250-999 
## 399                                                   Masterâ\200\231s      250-999 
## 400                                                 Bachelorâ\200\231s          <NA>
## 401                                                   Masterâ\200\231s         0-49 
## 402                                                   Masterâ\200\231s          <NA>
## 403                                                   Masterâ\200\231s   1000-9,999 
## 404                                                 Bachelorâ\200\231s          <NA>
## 405  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 406                                                   Masterâ\200\231s          <NA>
## 407                                                 Bachelorâ\200\231s     > 10,000 
## 408                                                 Bachelorâ\200\231s     > 10,000 
## 409                                                 Bachelorâ\200\231s          <NA>
## 410                                                   Masterâ\200\231s       50-249 
## 411                                                     Doctoral          <NA>
## 412                                                   Masterâ\200\231s   1000-9,999 
## 413                                                     Doctoral     > 10,000 
## 414                                                   Masterâ\200\231s   1000-9,999 
## 415                                                     Doctoral   1000-9,999 
## 416  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 417                                                 Professional     > 10,000 
## 418                                                     Doctoral   1000-9,999 
## 419                                                 Bachelorâ\200\231s          <NA>
## 420                                                   Masterâ\200\231s          <NA>
## 421                                                     Doctoral   1000-9,999 
## 422                                                     Doctoral      250-999 
## 423                                                   Masterâ\200\231s     > 10,000 
## 424                                                     Doctoral          <NA>
## 425                                                 Bachelorâ\200\231s         0-49 
## 426                                                   Masterâ\200\231s   1000-9,999 
## 427  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 428                                                   Masterâ\200\231s         0-49 
## 429                                                     Doctoral         0-49 
## 430                                                   Masterâ\200\231s          <NA>
## 431                                                 Bachelorâ\200\231s      250-999 
## 432                                                 Bachelorâ\200\231s          <NA>
## 433                                                   Masterâ\200\231s          <NA>
## 434                                                 Bachelorâ\200\231s          <NA>
## 435                                                 Bachelorâ\200\231s          <NA>
## 436                                                   Masterâ\200\231s   1000-9,999 
## 437                                                   Masterâ\200\231s         0-49 
## 438                                                   Masterâ\200\231s         0-49 
## 439                                                   Masterâ\200\231s         0-49 
## 440                                                 Bachelorâ\200\231s          <NA>
## 441  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 442                                                 Bachelorâ\200\231s          <NA>
## 443                                                   Masterâ\200\231s       50-249 
## 444                                                 Bachelorâ\200\231s         0-49 
## 445                                                 Bachelorâ\200\231s          <NA>
## 446                                                   Masterâ\200\231s          <NA>
## 447                                                   Masterâ\200\231s     > 10,000 
## 448                                                 Bachelorâ\200\231s         0-49 
## 449                                                     Doctoral         0-49 
## 450                                                   Masterâ\200\231s       50-249 
## 451                                                   Masterâ\200\231s     > 10,000 
## 452                                                   Masterâ\200\231s          <NA>
## 453                                                 Professional     > 10,000 
## 454                                                     Doctoral      250-999 
## 455                                                     Doctoral   1000-9,999 
## 456  Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 457                                                 Bachelorâ\200\231s     > 10,000 
## 458                                                   Masterâ\200\231s   1000-9,999 
## 459                                                 Bachelorâ\200\231s          <NA>
## 460                                                   Masterâ\200\231s       50-249 
## 461                                                 Bachelorâ\200\231s     > 10,000 
## 462                                                 Professional       50-249 
## 463                                                   Masterâ\200\231s     > 10,000 
## 464                                                 Bachelorâ\200\231s          <NA>
## 465                                                 Bachelorâ\200\231s     > 10,000 
## 466                                                   Masterâ\200\231s          <NA>
## 467                                                     Doctoral      250-999 
## 468                                                 Professional   1000-9,999 
## 469                                                   Masterâ\200\231s      250-999 
## 470                                                     Doctoral         0-49 
## 471                                                 Bachelorâ\200\231s          <NA>
## 472                                                     Doctoral     > 10,000 
## 473                                                     Doctoral   1000-9,999 
## 474                                                 Bachelorâ\200\231s     > 10,000 
## 475                                        I prefer not to answer         <NA>
## 476                                                   Masterâ\200\231s     > 10,000 
## 477                                                   Masterâ\200\231s     > 10,000 
## 478                                                     Doctoral     > 10,000 
## 479                                                   Masterâ\200\231s       50-249 
## 480                                                 Bachelorâ\200\231s          <NA>
## 481                                        I prefer not to answer    > 10,000 
## 482                                                   Masterâ\200\231s         0-49 
## 483                                                 Bachelorâ\200\231s      250-999 
## 484                                                   Masterâ\200\231s       50-249 
## 485                                                   Masterâ\200\231s          <NA>
## 486  Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 487                                                   Masterâ\200\231s      250-999 
## 488                                                   Masterâ\200\231s     > 10,000 
## 489                                                 Bachelorâ\200\231s          <NA>
## 490  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 491                                                   Masterâ\200\231s   1000-9,999 
## 492                                                     Doctoral   1000-9,999 
## 493                                                   Masterâ\200\231s         0-49 
## 494                                                     Doctoral     > 10,000 
## 495                                                 Bachelorâ\200\231s   1000-9,999 
## 496                                                 Bachelorâ\200\231s      250-999 
## 497                                                   Masterâ\200\231s         0-49 
## 498                                                   Masterâ\200\231s     > 10,000 
## 499                                                   Masterâ\200\231s   1000-9,999 
## 500                                                 Bachelorâ\200\231s         0-49 
## 501                                                 Bachelorâ\200\231s          <NA>
## 502                                                 Bachelorâ\200\231s     > 10,000 
## 503                                                     Doctoral   1000-9,999 
## 504                                                   Masterâ\200\231s         0-49 
## 505                                                   Masterâ\200\231s     > 10,000 
## 506                                                 Bachelorâ\200\231s     > 10,000 
## 507                                                 Bachelorâ\200\231s          <NA>
## 508                                                   Masterâ\200\231s      250-999 
## 509                                                   Masterâ\200\231s         0-49 
## 510                                                   Masterâ\200\231s          <NA>
## 511                                                   Masterâ\200\231s       50-249 
## 512                                                   Masterâ\200\231s         0-49 
## 513                                                 Bachelorâ\200\231s     > 10,000 
## 514                                                 Bachelorâ\200\231s         0-49 
## 515                                                 Bachelorâ\200\231s   1000-9,999 
## 516                                                     Doctoral     > 10,000 
## 517                                                 Bachelorâ\200\231s          <NA>
## 518                                                 Bachelorâ\200\231s     > 10,000 
## 519                                                   Masterâ\200\231s          <NA>
## 520                                                     Doctoral     > 10,000 
## 521                                                 Bachelorâ\200\231s         0-49 
## 522                                                   Masterâ\200\231s          <NA>
## 523                                                   Masterâ\200\231s     > 10,000 
## 524                                                     Doctoral   1000-9,999 
## 525                                                     Doctoral      250-999 
## 526                                                     Doctoral         0-49 
## 527                                                     Doctoral      250-999 
## 528                                                   Masterâ\200\231s          <NA>
## 529                                                     Doctoral         0-49 
## 530                                                     Doctoral          <NA>
## 531                                                     Doctoral          <NA>
## 532                                                     Doctoral      250-999 
## 533                                                     Doctoral     > 10,000 
## 534                                                 Bachelorâ\200\231s     > 10,000 
## 535                                                     Doctoral   1000-9,999 
## 536                                                     Doctoral          <NA>
## 537                                                 Bachelorâ\200\231s          <NA>
## 538  Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 539                                                   Masterâ\200\231s     > 10,000 
## 540                                                   Masterâ\200\231s          <NA>
## 541                                                 Bachelorâ\200\231s         0-49 
## 542                                                   Masterâ\200\231s         0-49 
## 543                                                     Doctoral          <NA>
## 544                                                   Masterâ\200\231s       50-249 
## 545                                                   Masterâ\200\231s          <NA>
## 546                                                   Masterâ\200\231s     > 10,000 
## 547                                                   Masterâ\200\231s     > 10,000 
## 548                                                 Bachelorâ\200\231s          <NA>
## 549                                                   Masterâ\200\231s          <NA>
## 550                                                 Bachelorâ\200\231s      250-999 
## 551                                                 Bachelorâ\200\231s     > 10,000 
## 552                                                     Doctoral     > 10,000 
## 553                                                   Masterâ\200\231s      250-999 
## 554                                                     Doctoral     > 10,000 
## 555                                                 Professional       50-249 
## 556                                                   Masterâ\200\231s         0-49 
## 557                                                   Masterâ\200\231s         0-49 
## 558                                                 Bachelorâ\200\231s          <NA>
## 559                                                 Bachelorâ\200\231s   1000-9,999 
## 560                                                   Masterâ\200\231s          <NA>
## 561                                                   Masterâ\200\231s   1000-9,999 
## 562                                                 Bachelorâ\200\231s     > 10,000 
## 563                                                   Masterâ\200\231s   1000-9,999 
## 564                                                 Bachelorâ\200\231s          <NA>
## 565                                                   Masterâ\200\231s     > 10,000 
## 566                                                 Bachelorâ\200\231s         0-49 
## 567                                                     Doctoral      250-999 
## 568                                                     Doctoral         0-49 
## 569                                                 Bachelorâ\200\231s   1000-9,999 
## 570                                                   Masterâ\200\231s      250-999 
## 571                                                   Masterâ\200\231s          <NA>
## 572                                                   Masterâ\200\231s   1000-9,999 
## 573                                                 Professional         0-49 
## 574                                                 Bachelorâ\200\231s   1000-9,999 
## 575                                                   Masterâ\200\231s          <NA>
## 576                                                   Masterâ\200\231s         0-49 
## 577                                                     Doctoral         0-49 
## 578                                                   Masterâ\200\231s     > 10,000 
## 579                                                   Masterâ\200\231s   1000-9,999 
## 580                                                 Bachelorâ\200\231s          <NA>
## 581                                                 Bachelorâ\200\231s         0-49 
## 582                                                   Masterâ\200\231s          <NA>
## 583                                                     Doctoral   1000-9,999 
## 584                                                   Masterâ\200\231s       50-249 
## 585                                                   Masterâ\200\231s       50-249 
## 586                                                     Doctoral         0-49 
## 587                                                   Masterâ\200\231s     > 10,000 
## 588                                                   Masterâ\200\231s   1000-9,999 
## 589                                                 Bachelorâ\200\231s          <NA>
## 590                                                     Doctoral   1000-9,999 
## 591                                                   Masterâ\200\231s          <NA>
## 592                                                   Masterâ\200\231s   1000-9,999 
## 593                                                   Masterâ\200\231s          <NA>
## 594                                                   Masterâ\200\231s     > 10,000 
## 595                                        I prefer not to answer    > 10,000 
## 596                                                 Bachelorâ\200\231s          <NA>
## 597                                                 Bachelorâ\200\231s          <NA>
## 598                                                 Bachelorâ\200\231s          <NA>
## 599                                                 Bachelorâ\200\231s          <NA>
## 600                                                 Bachelorâ\200\231s          <NA>
## 601                                                     Doctoral         0-49 
## 602                                                   Masterâ\200\231s   1000-9,999 
## 603                                                   Masterâ\200\231s          <NA>
## 604                                                 Bachelorâ\200\231s          <NA>
## 605                                                   Masterâ\200\231s          <NA>
## 606                                                     Doctoral      250-999 
## 607                                                   Masterâ\200\231s         0-49 
## 608                                                   Masterâ\200\231s         0-49 
## 609                                                 Bachelorâ\200\231s          <NA>
## 610                                                   Masterâ\200\231s         0-49 
## 611                                                     Doctoral      250-999 
## 612                                                 Professional     > 10,000 
## 613  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 614                                                   Masterâ\200\231s     > 10,000 
## 615                                                   Masterâ\200\231s       50-249 
## 616                                                 Professional   1000-9,999 
## 617                                                   Masterâ\200\231s      250-999 
## 618                                                   Masterâ\200\231s     > 10,000 
## 619                                                   Masterâ\200\231s     > 10,000 
## 620                                                 Bachelorâ\200\231s     > 10,000 
## 621                                                     Doctoral         0-49 
## 622                                                   Masterâ\200\231s          <NA>
## 623                                                   Masterâ\200\231s     > 10,000 
## 624                                                 Bachelorâ\200\231s          <NA>
## 625                                        I prefer not to answer  1000-9,999 
## 626                                                   Masterâ\200\231s      250-999 
## 627                                                 Bachelorâ\200\231s     > 10,000 
## 628                                                 Bachelorâ\200\231s          <NA>
## 629                                                   Masterâ\200\231s       50-249 
## 630  Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 631                                                 Bachelorâ\200\231s     > 10,000 
## 632  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 633                                                 Bachelorâ\200\231s     > 10,000 
## 634                                                     Doctoral     > 10,000 
## 635                                                   Masterâ\200\231s     > 10,000 
## 636                                                 Professional     > 10,000 
## 637                                                   Masterâ\200\231s         0-49 
## 638                                                 Bachelorâ\200\231s          <NA>
## 639                                                   Masterâ\200\231s          <NA>
## 640                                                 Bachelorâ\200\231s          <NA>
## 641                                                     Doctoral      250-999 
## 642                                                 Bachelorâ\200\231s          <NA>
## 643                                                   Masterâ\200\231s   1000-9,999 
## 644                                                   Masterâ\200\231s       50-249 
## 645                                                   Masterâ\200\231s         0-49 
## 646                                                   Masterâ\200\231s          <NA>
## 647                                                 Bachelorâ\200\231s          <NA>
## 648                                                   Masterâ\200\231s         0-49 
## 649                                                   Masterâ\200\231s         0-49 
## 650                                                   Masterâ\200\231s     > 10,000 
## 651                                                 Bachelorâ\200\231s          <NA>
## 652  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 653                                                   Masterâ\200\231s       50-249 
## 654                                                   Masterâ\200\231s          <NA>
## 655                                                   Masterâ\200\231s     > 10,000 
## 656                                                 Professional       50-249 
## 657                                                   Masterâ\200\231s      250-999 
## 658                                                 Bachelorâ\200\231s      250-999 
## 659                                                   Masterâ\200\231s          <NA>
## 660                                                   Masterâ\200\231s   1000-9,999 
## 661                                                 Bachelorâ\200\231s       50-249 
## 662                                                   Masterâ\200\231s          <NA>
## 663                                                   Masterâ\200\231s   1000-9,999 
## 664                                                     Doctoral          <NA>
## 665                                                   Masterâ\200\231s   1000-9,999 
## 666                                                     Doctoral         0-49 
## 667                                                     Doctoral          <NA>
## 668                                                   Masterâ\200\231s          <NA>
## 669                                                 Bachelorâ\200\231s   1000-9,999 
## 670                                                 Bachelorâ\200\231s          <NA>
## 671                                                     Doctoral         0-49 
## 672                                                 Bachelorâ\200\231s          <NA>
## 673                                                   Masterâ\200\231s   1000-9,999 
## 674                                                 Bachelorâ\200\231s         0-49 
## 675                                                   Masterâ\200\231s      250-999 
## 676                                                   Masterâ\200\231s     > 10,000 
## 677                                                 Bachelorâ\200\231s   1000-9,999 
## 678  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 679                                                 Bachelorâ\200\231s          <NA>
## 680                                                     Doctoral         0-49 
## 681                                                     Doctoral   1000-9,999 
## 682                                                   Masterâ\200\231s     > 10,000 
## 683                                                   Masterâ\200\231s     > 10,000 
## 684                                                     Doctoral   1000-9,999 
## 685                                                 Bachelorâ\200\231s          <NA>
## 686                                                   Masterâ\200\231s          <NA>
## 687                                                 Bachelorâ\200\231s         0-49 
## 688                                                 Bachelorâ\200\231s          <NA>
## 689                                                 Bachelorâ\200\231s         0-49 
## 690                                                   Masterâ\200\231s      250-999 
## 691                                                     Doctoral         0-49 
## 692                                                 Bachelorâ\200\231s     > 10,000 
## 693                                                   Masterâ\200\231s       50-249 
## 694                                                     Doctoral       50-249 
## 695                                                     Doctoral      250-999 
## 696                                                 Bachelorâ\200\231s          <NA>
## 697  Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 698                                                 Bachelorâ\200\231s         0-49 
## 699                                                     Doctoral   1000-9,999 
## 700                                                 Bachelorâ\200\231s         0-49 
## 701                                                   Masterâ\200\231s     > 10,000 
## 702                                                   Masterâ\200\231s          <NA>
## 703                                                 Bachelorâ\200\231s          <NA>
## 704                                                 Bachelorâ\200\231s      250-999 
## 705                                                     Doctoral   1000-9,999 
## 706                                                     Doctoral      250-999 
## 707                                                   Masterâ\200\231s     > 10,000 
## 708                                                     Doctoral     > 10,000 
## 709                                                   Masterâ\200\231s          <NA>
## 710                                                   Masterâ\200\231s          <NA>
## 711                                                   Masterâ\200\231s       50-249 
## 712                                                   Masterâ\200\231s         0-49 
## 713                                                   Masterâ\200\231s   1000-9,999 
## 714                                                   Masterâ\200\231s         0-49 
## 715                                                   Masterâ\200\231s          <NA>
## 716                                                 Bachelorâ\200\231s   1000-9,999 
## 717                                                   Masterâ\200\231s       50-249 
## 718                                                 Bachelorâ\200\231s          <NA>
## 719                                                 Bachelorâ\200\231s          <NA>
## 720                                                     Doctoral   1000-9,999 
## 721                                                 Bachelorâ\200\231s     > 10,000 
## 722                                                 Bachelorâ\200\231s          <NA>
## 723                                                     Doctoral          <NA>
## 724                                                   Masterâ\200\231s         0-49 
## 725                                                   Masterâ\200\231s      250-999 
## 726                                                   Masterâ\200\231s   1000-9,999 
## 727                                                   Masterâ\200\231s   1000-9,999 
## 728                                                     Doctoral   1000-9,999 
## 729                                                   Masterâ\200\231s   1000-9,999 
## 730                                                 Bachelorâ\200\231s          <NA>
## 731                                                     Doctoral     > 10,000 
## 732                                                 Bachelorâ\200\231s          <NA>
## 733                                                 Bachelorâ\200\231s   1000-9,999 
## 734                                                   Masterâ\200\231s         0-49 
## 735                                                 Bachelorâ\200\231s       50-249 
## 736                                                   Masterâ\200\231s     > 10,000 
## 737                                                   Masterâ\200\231s     > 10,000 
## 738                                                   Masterâ\200\231s          <NA>
## 739                                                   Masterâ\200\231s          <NA>
## 740                                                   Masterâ\200\231s     > 10,000 
## 741                                                   Masterâ\200\231s         0-49 
## 742                                                   Masterâ\200\231s          <NA>
## 743                                                   Masterâ\200\231s   1000-9,999 
## 744                                                 Bachelorâ\200\231s      250-999 
## 745                                                 Professional         0-49 
## 746                                                     Doctoral   1000-9,999 
## 747  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 748                                                   Masterâ\200\231s          <NA>
## 749                                                   Masterâ\200\231s      250-999 
## 750                                                   Masterâ\200\231s       50-249 
## 751                                                     Doctoral      250-999 
## 752                                                   Masterâ\200\231s          <NA>
## 753                                                     Doctoral      250-999 
## 754                                                   Masterâ\200\231s     > 10,000 
## 755                                                   Masterâ\200\231s     > 10,000 
## 756                                                   Masterâ\200\231s      250-999 
## 757                                                   Masterâ\200\231s         0-49 
## 758                                                     Doctoral      250-999 
## 759                                                   Masterâ\200\231s      250-999 
## 760                                                     Doctoral         0-49 
## 761                                                   Masterâ\200\231s   1000-9,999 
## 762                                                   Masterâ\200\231s     > 10,000 
## 763  Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 764                                                   Masterâ\200\231s     > 10,000 
## 765  Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 766                                                   Masterâ\200\231s       50-249 
## 767                                                   Masterâ\200\231s      250-999 
## 768                                                   Masterâ\200\231s     > 10,000 
## 769                                                   Masterâ\200\231s       50-249 
## 770                                                   Masterâ\200\231s     > 10,000 
## 771                                                 Professional     > 10,000 
## 772                                                   Masterâ\200\231s     > 10,000 
## 773                                                 Bachelorâ\200\231s         0-49 
## 774                                                 Professional     > 10,000 
## 775                                                   Masterâ\200\231s          <NA>
## 776                                                 Bachelorâ\200\231s          <NA>
## 777                                                 Bachelorâ\200\231s         0-49 
## 778                                                   Masterâ\200\231s     > 10,000 
## 779                                                     Doctoral          <NA>
## 780                                                 Professional     > 10,000 
## 781                                                 Bachelorâ\200\231s          <NA>
## 782                                                   Masterâ\200\231s         0-49 
## 783                                                   Masterâ\200\231s     > 10,000 
## 784                                                   Masterâ\200\231s      250-999 
## 785                                                 Bachelorâ\200\231s          <NA>
## 786                                                 Bachelorâ\200\231s       50-249 
## 787                                                 Bachelorâ\200\231s          <NA>
## 788                                                   Masterâ\200\231s          <NA>
## 789                                                   Masterâ\200\231s     > 10,000 
## 790                                                   Masterâ\200\231s     > 10,000 
## 791                                                   Masterâ\200\231s          <NA>
## 792                                                   Masterâ\200\231s     > 10,000 
## 793                                                 Bachelorâ\200\231s   1000-9,999 
## 794                                                   Masterâ\200\231s          <NA>
## 795                                                     Doctoral     > 10,000 
## 796                                                   Masterâ\200\231s     > 10,000 
## 797                                                 Bachelorâ\200\231s   1000-9,999 
## 798                                                   Masterâ\200\231s          <NA>
## 799  Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 800                                                 Bachelorâ\200\231s         0-49 
## 801                                                     Doctoral     > 10,000 
## 802                                                     Doctoral   1000-9,999 
## 803                                                   Masterâ\200\231s       50-249 
## 804                                                   Masterâ\200\231s      250-999 
## 805                                                   Masterâ\200\231s     > 10,000 
## 806                                                   Masterâ\200\231s   1000-9,999 
## 807                                                 Bachelorâ\200\231s   1000-9,999 
## 808                                                 Bachelorâ\200\231s     > 10,000 
## 809                                                   Masterâ\200\231s      250-999 
## 810                                                   Masterâ\200\231s       50-249 
## 811                                                   Masterâ\200\231s   1000-9,999 
## 812                          No formal education past high school         <NA>
## 813                                                   Masterâ\200\231s          <NA>
## 814                                                   Masterâ\200\231s       50-249 
## 815                                                 Bachelorâ\200\231s       50-249 
## 816                                                   Masterâ\200\231s          <NA>
## 817                                                   Masterâ\200\231s      250-999 
## 818                                                   Masterâ\200\231s     > 10,000 
## 819                                                     Doctoral          <NA>
## 820                                                   Masterâ\200\231s     > 10,000 
## 821                                                 Bachelorâ\200\231s          <NA>
## 822                                                   Masterâ\200\231s      250-999 
## 823                                                   Masterâ\200\231s     > 10,000 
## 824                                                     Doctoral         0-49 
## 825                                                   Masterâ\200\231s         0-49 
## 826                                                 Bachelorâ\200\231s     > 10,000 
## 827                                                 Bachelorâ\200\231s         0-49 
## 828                                                   Masterâ\200\231s       50-249 
## 829                                                     Doctoral      250-999 
## 830                                                   Masterâ\200\231s      250-999 
## 831                                                     Doctoral         0-49 
## 832                                                     Doctoral         0-49 
## 833                                                   Masterâ\200\231s         0-49 
## 834                                                     Doctoral   1000-9,999 
## 835                                                   Masterâ\200\231s         0-49 
## 836                                                   Masterâ\200\231s          <NA>
## 837                                                   Masterâ\200\231s          <NA>
## 838                                                   Masterâ\200\231s       50-249 
## 839                                                   Masterâ\200\231s         0-49 
## 840                                                 Bachelorâ\200\231s     > 10,000 
## 841                                                 Professional      250-999 
## 842                                                   Masterâ\200\231s          <NA>
## 843                                                 Bachelorâ\200\231s     > 10,000 
## 844                                                     Doctoral       50-249 
## 845                                                     Doctoral   1000-9,999 
## 846                                                     Doctoral          <NA>
## 847                                                   Masterâ\200\231s     > 10,000 
## 848                                                   Masterâ\200\231s     > 10,000 
## 849                                                   Masterâ\200\231s          <NA>
## 850                                                     Doctoral   1000-9,999 
## 851                                                 Bachelorâ\200\231s     > 10,000 
## 852                                                   Masterâ\200\231s         0-49 
## 853                                                     Doctoral       50-249 
## 854                                                     Doctoral         0-49 
## 855                                                   Masterâ\200\231s   1000-9,999 
## 856                                                   Masterâ\200\231s         0-49 
## 857                                                     Doctoral         0-49 
## 858                                                 Professional          <NA>
## 859                                                   Masterâ\200\231s          <NA>
## 860                                                   Masterâ\200\231s          <NA>
## 861                                                 Bachelorâ\200\231s          <NA>
## 862                                                   Masterâ\200\231s          <NA>
## 863                                                   Masterâ\200\231s      250-999 
## 864                                                 Bachelorâ\200\231s         0-49 
## 865                                                   Masterâ\200\231s     > 10,000 
## 866                                                   Masterâ\200\231s         0-49 
## 867                                        I prefer not to answer        0-49 
## 868                                                   Masterâ\200\231s          <NA>
## 869                                                   Masterâ\200\231s          <NA>
## 870                                                   Masterâ\200\231s          <NA>
## 871                                                   Masterâ\200\231s         0-49 
## 872                                                   Masterâ\200\231s         0-49 
## 873                                                     Doctoral   1000-9,999 
## 874                                                   Masterâ\200\231s          <NA>
## 875                                                   Masterâ\200\231s   1000-9,999 
## 876                                                 Bachelorâ\200\231s     > 10,000 
## 877                                                   Masterâ\200\231s       50-249 
## 878                                                   Masterâ\200\231s   1000-9,999 
## 879                                                 Bachelorâ\200\231s         0-49 
## 880                                                 Professional     > 10,000 
## 881                                                   Masterâ\200\231s          <NA>
## 882                                                 Bachelorâ\200\231s      250-999 
## 883                                                   Masterâ\200\231s      250-999 
## 884                                                     Doctoral          <NA>
## 885                                                   Masterâ\200\231s          <NA>
## 886                                                   Masterâ\200\231s     > 10,000 
## 887                                                   Masterâ\200\231s         0-49 
## 888                                                 Bachelorâ\200\231s          <NA>
## 889                                                 Bachelorâ\200\231s          <NA>
## 890                                                   Masterâ\200\231s       50-249 
## 891                                                   Masterâ\200\231s      250-999 
## 892  Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 893                                                   Masterâ\200\231s       50-249 
## 894                                                   Masterâ\200\231s     > 10,000 
## 895                                                   Masterâ\200\231s         0-49 
## 896                                                 Bachelorâ\200\231s          <NA>
## 897                                                 Bachelorâ\200\231s          <NA>
## 898  Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 899                                                 Bachelorâ\200\231s     > 10,000 
## 900                                                     Doctoral         0-49 
## 901                                                   Masterâ\200\231s          <NA>
## 902                                                   Masterâ\200\231s          <NA>
## 903                                                 Bachelorâ\200\231s       50-249 
## 904                                                   Masterâ\200\231s         0-49 
## 905                                                     Doctoral         0-49 
## 906                                                   Masterâ\200\231s      250-999 
## 907                                                   Masterâ\200\231s     > 10,000 
## 908                                                     Doctoral         0-49 
## 909                                                 Bachelorâ\200\231s          <NA>
## 910                                                   Masterâ\200\231s       50-249 
## 911                                                 Bachelorâ\200\231s       50-249 
## 912                                                   Masterâ\200\231s     > 10,000 
## 913                                                 Bachelorâ\200\231s          <NA>
## 914                                                 Bachelorâ\200\231s     > 10,000 
## 915                                                   Masterâ\200\231s       50-249 
## 916                                                     Doctoral     > 10,000 
## 917                                                 Bachelorâ\200\231s         0-49 
## 918                                                 Bachelorâ\200\231s         0-49 
## 919                                                   Masterâ\200\231s         0-49 
## 920                                                 Professional          <NA>
## 921                                                 Bachelorâ\200\231s          <NA>
## 922                                                 Bachelorâ\200\231s          <NA>
## 923                                                 Bachelorâ\200\231s      250-999 
## 924                                                 Bachelorâ\200\231s          <NA>
## 925                                                 Bachelorâ\200\231s       50-249 
## 926                                                 Professional          <NA>
## 927                                                   Masterâ\200\231s          <NA>
## 928                                                   Masterâ\200\231s         0-49 
## 929                                                     Doctoral         0-49 
## 930                                                   Masterâ\200\231s         0-49 
## 931                                                 Bachelorâ\200\231s          <NA>
## 932                                                 Bachelorâ\200\231s          <NA>
## 933                                                 Bachelorâ\200\231s          <NA>
## 934                                                   Masterâ\200\231s         0-49 
## 935                                                     Doctoral         0-49 
## 936                                                   Masterâ\200\231s          <NA>
## 937                                                   Masterâ\200\231s       50-249 
## 938                                                     Doctoral      250-999 
## 939                                                 Bachelorâ\200\231s          <NA>
## 940                                                     Doctoral   1000-9,999 
## 941                                                 Bachelorâ\200\231s      250-999 
## 942                                                     Doctoral     > 10,000 
## 943                                                     Doctoral   1000-9,999 
## 944                                                   Masterâ\200\231s   1000-9,999 
## 945                                                   Masterâ\200\231s       50-249 
## 946                                                     Doctoral      250-999 
## 947                                                 Bachelorâ\200\231s          <NA>
## 948                                                     Doctoral       50-249 
## 949                                                 Bachelorâ\200\231s         0-49 
## 950                                                 Bachelorâ\200\231s   1000-9,999 
## 951                                                   Masterâ\200\231s     > 10,000 
## 952                                                 Bachelorâ\200\231s          <NA>
## 953                                                     Doctoral   1000-9,999 
## 954                                                   Masterâ\200\231s      250-999 
## 955                                                     Doctoral     > 10,000 
## 956                                                     Doctoral      250-999 
## 957                                        I prefer not to answer      50-249 
## 958                                                     Doctoral          <NA>
## 959                                                   Masterâ\200\231s          <NA>
## 960  Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 961                                                   Masterâ\200\231s         0-49 
## 962                                                     Doctoral       50-249 
## 963                                                 Bachelorâ\200\231s   1000-9,999 
## 964                                                   Masterâ\200\231s          <NA>
## 965                                                   Masterâ\200\231s       50-249 
## 966                                                   Masterâ\200\231s      250-999 
## 967                                                   Masterâ\200\231s         0-49 
## 968  Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 969                                                 Bachelorâ\200\231s         0-49 
## 970                                                 Bachelorâ\200\231s       50-249 
## 971                                                   Masterâ\200\231s         0-49 
## 972                          No formal education past high school        0-49 
## 973                                                     Doctoral     > 10,000 
## 974                                                   Masterâ\200\231s          <NA>
## 975                                                     Doctoral      250-999 
## 976                                                   Masterâ\200\231s         0-49 
## 977                                                   Masterâ\200\231s     > 10,000 
## 978  Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 979                                                 Bachelorâ\200\231s          <NA>
## 980                                                 Bachelorâ\200\231s          <NA>
## 981                                                   Masterâ\200\231s          <NA>
## 982                                                   Masterâ\200\231s       50-249 
## 983                                                   Masterâ\200\231s          <NA>
## 984                                                   Masterâ\200\231s      250-999 
## 985                                                 Bachelorâ\200\231s      250-999 
## 986                                                 Bachelorâ\200\231s          <NA>
## 987                                                   Masterâ\200\231s       50-249 
## 988                                                   Masterâ\200\231s     > 10,000 
## 989                                                 Bachelorâ\200\231s         0-49 
## 990                                                 Professional      250-999 
## 991                                                     Doctoral   1000-9,999 
## 992                                                   Masterâ\200\231s      250-999 
## 993                                                   Masterâ\200\231s     > 10,000 
## 994                                                   Masterâ\200\231s   1000-9,999 
## 995                                                 Bachelorâ\200\231s         0-49 
## 996                                                 Bachelorâ\200\231s      250-999 
## 997                                                   Masterâ\200\231s         0-49 
## 998                                                   Masterâ\200\231s          <NA>
## 999                                                   Masterâ\200\231s     > 10,000 
## 1000 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1001                                                  Masterâ\200\231s   1000-9,999 
## 1002                                                  Masterâ\200\231s      250-999 
## 1003                                                  Masterâ\200\231s          <NA>
## 1004                                                    Doctoral       50-249 
## 1005                                                Bachelorâ\200\231s      250-999 
## 1006                                                  Masterâ\200\231s   1000-9,999 
## 1007                                                    Doctoral         0-49 
## 1008                                                  Masterâ\200\231s       50-249 
## 1009                                                  Masterâ\200\231s     > 10,000 
## 1010                                                  Masterâ\200\231s          <NA>
## 1011                                                  Masterâ\200\231s       50-249 
## 1012                                                    Doctoral     > 10,000 
## 1013                                                    Doctoral          <NA>
## 1014                                                  Masterâ\200\231s   1000-9,999 
## 1015                                                    Doctoral         0-49 
## 1016 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 1017                                                  Masterâ\200\231s       50-249 
## 1018                                                  Masterâ\200\231s         0-49 
## 1019                                                  Masterâ\200\231s       50-249 
## 1020                                                    Doctoral     > 10,000 
## 1021                                                  Masterâ\200\231s      250-999 
## 1022                                                    Doctoral     > 10,000 
## 1023                                                Bachelorâ\200\231s     > 10,000 
## 1024                                                  Masterâ\200\231s         0-49 
## 1025                                                    Doctoral         0-49 
## 1026                                                  Masterâ\200\231s          <NA>
## 1027                                                  Masterâ\200\231s       50-249 
## 1028                                                  Masterâ\200\231s   1000-9,999 
## 1029 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1030                                                Bachelorâ\200\231s         0-49 
## 1031                                                Bachelorâ\200\231s     > 10,000 
## 1032                                                Bachelorâ\200\231s          <NA>
## 1033                                                    Doctoral         0-49 
## 1034                                                  Masterâ\200\231s       50-249 
## 1035                                                Bachelorâ\200\231s     > 10,000 
## 1036                                                  Masterâ\200\231s      250-999 
## 1037                                                    Doctoral         0-49 
## 1038                                                Bachelorâ\200\231s       50-249 
## 1039                                                    Doctoral   1000-9,999 
## 1040                                                Professional         0-49 
## 1041                                                    Doctoral     > 10,000 
## 1042                                                  Masterâ\200\231s       50-249 
## 1043                                                    Doctoral         0-49 
## 1044                                                  Masterâ\200\231s   1000-9,999 
## 1045                                                    Doctoral     > 10,000 
## 1046                                                  Masterâ\200\231s          <NA>
## 1047                                                  Masterâ\200\231s         0-49 
## 1048 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 1049                                                Bachelorâ\200\231s   1000-9,999 
## 1050                                                Bachelorâ\200\231s     > 10,000 
## 1051                                                    Doctoral         0-49 
## 1052                                                    Doctoral          <NA>
## 1053                                                Bachelorâ\200\231s         0-49 
## 1054                                                Bachelorâ\200\231s   1000-9,999 
## 1055                                                  Masterâ\200\231s     > 10,000 
## 1056                                                  Masterâ\200\231s         0-49 
## 1057                                                  Masterâ\200\231s   1000-9,999 
## 1058                                                  Masterâ\200\231s       50-249 
## 1059                                                  Masterâ\200\231s          <NA>
## 1060                                                  Masterâ\200\231s     > 10,000 
## 1061                                                Bachelorâ\200\231s     > 10,000 
## 1062                                                  Masterâ\200\231s      250-999 
## 1063                                                  Masterâ\200\231s          <NA>
## 1064                                                Bachelorâ\200\231s       50-249 
## 1065                                                  Masterâ\200\231s         0-49 
## 1066                                                Bachelorâ\200\231s       50-249 
## 1067                                                    Doctoral          <NA>
## 1068                                                  Masterâ\200\231s   1000-9,999 
## 1069                                       I prefer not to answer        0-49 
## 1070                                                    Doctoral      250-999 
## 1071                                                  Masterâ\200\231s     > 10,000 
## 1072                                                  Masterâ\200\231s      250-999 
## 1073                                                  Masterâ\200\231s          <NA>
## 1074                                                Professional   1000-9,999 
## 1075                                                Bachelorâ\200\231s         0-49 
## 1076                                                Bachelorâ\200\231s          <NA>
## 1077                                                Bachelorâ\200\231s      250-999 
## 1078                                                Bachelorâ\200\231s          <NA>
## 1079                                                  Masterâ\200\231s   1000-9,999 
## 1080                                                Bachelorâ\200\231s      250-999 
## 1081 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1082                                                    Doctoral          <NA>
## 1083                                                  Masterâ\200\231s         0-49 
## 1084                                                Bachelorâ\200\231s       50-249 
## 1085                                                  Masterâ\200\231s      250-999 
## 1086                         No formal education past high school      50-249 
## 1087                                                  Masterâ\200\231s   1000-9,999 
## 1088                                                Bachelorâ\200\231s          <NA>
## 1089                                                Bachelorâ\200\231s     > 10,000 
## 1090                                                  Masterâ\200\231s         0-49 
## 1091                                                Bachelorâ\200\231s         0-49 
## 1092                                                Bachelorâ\200\231s          <NA>
## 1093                                                Bachelorâ\200\231s   1000-9,999 
## 1094                                                  Masterâ\200\231s          <NA>
## 1095                                                  Masterâ\200\231s   1000-9,999 
## 1096                                                  Masterâ\200\231s         0-49 
## 1097                                                    Doctoral      250-999 
## 1098                                                  Masterâ\200\231s      250-999 
## 1099                                                Bachelorâ\200\231s          <NA>
## 1100                                                  Masterâ\200\231s   1000-9,999 
## 1101                                                Bachelorâ\200\231s     > 10,000 
## 1102                                                    Doctoral      250-999 
## 1103                                                    Doctoral   1000-9,999 
## 1104                                                    Doctoral   1000-9,999 
## 1105                                                Bachelorâ\200\231s         0-49 
## 1106                         No formal education past high school         <NA>
## 1107                                                    Doctoral       50-249 
## 1108                                                  Masterâ\200\231s       50-249 
## 1109                                                    Doctoral   1000-9,999 
## 1110                                                    Doctoral          <NA>
## 1111                                                  Masterâ\200\231s   1000-9,999 
## 1112                                                    Doctoral     > 10,000 
## 1113                                                Bachelorâ\200\231s         0-49 
## 1114                                                Bachelorâ\200\231s          <NA>
## 1115                                                  Masterâ\200\231s          <NA>
## 1116                                                Bachelorâ\200\231s         0-49 
## 1117                                                    Doctoral         0-49 
## 1118                                                  Masterâ\200\231s       50-249 
## 1119                                                Bachelorâ\200\231s         0-49 
## 1120                                                  Masterâ\200\231s      250-999 
## 1121                                                  Masterâ\200\231s     > 10,000 
## 1122                                                  Masterâ\200\231s          <NA>
## 1123                                                Bachelorâ\200\231s       50-249 
## 1124                                                  Masterâ\200\231s   1000-9,999 
## 1125                                                  Masterâ\200\231s      250-999 
## 1126                                                  Masterâ\200\231s         0-49 
## 1127                                                  Masterâ\200\231s         0-49 
## 1128 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 1129 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 1130                                                  Masterâ\200\231s     > 10,000 
## 1131                                                  Masterâ\200\231s         0-49 
## 1132                                                  Masterâ\200\231s       50-249 
## 1133                                                    Doctoral     > 10,000 
## 1134                                                  Masterâ\200\231s          <NA>
## 1135                                                  Masterâ\200\231s     > 10,000 
## 1136                                                Bachelorâ\200\231s         0-49 
## 1137                                                Bachelorâ\200\231s          <NA>
## 1138                                                  Masterâ\200\231s         0-49 
## 1139                                                  Masterâ\200\231s         0-49 
## 1140                                                  Masterâ\200\231s         0-49 
## 1141                                                  Masterâ\200\231s      250-999 
## 1142                                                  Masterâ\200\231s         0-49 
## 1143                                                Bachelorâ\200\231s          <NA>
## 1144                                                  Masterâ\200\231s     > 10,000 
## 1145                                                Bachelorâ\200\231s         0-49 
## 1146                                                  Masterâ\200\231s     > 10,000 
## 1147                                                Bachelorâ\200\231s          <NA>
## 1148                                                Bachelorâ\200\231s          <NA>
## 1149                                                  Masterâ\200\231s         0-49 
## 1150                                                  Masterâ\200\231s   1000-9,999 
## 1151                                                  Masterâ\200\231s          <NA>
## 1152                                                  Masterâ\200\231s   1000-9,999 
## 1153                                                    Doctoral         0-49 
## 1154                                                  Masterâ\200\231s         0-49 
## 1155                                                  Masterâ\200\231s   1000-9,999 
## 1156                                                  Masterâ\200\231s         0-49 
## 1157                                                Bachelorâ\200\231s     > 10,000 
## 1158                                                Bachelorâ\200\231s         0-49 
## 1159                                                  Masterâ\200\231s     > 10,000 
## 1160                                                  Masterâ\200\231s      250-999 
## 1161                                                  Masterâ\200\231s       50-249 
## 1162                                                Bachelorâ\200\231s          <NA>
## 1163                                                Bachelorâ\200\231s         0-49 
## 1164                                                  Masterâ\200\231s   1000-9,999 
## 1165                                                  Masterâ\200\231s          <NA>
## 1166                                                    Doctoral          <NA>
## 1167                                                Bachelorâ\200\231s          <NA>
## 1168                                                Bachelorâ\200\231s          <NA>
## 1169                                                  Masterâ\200\231s          <NA>
## 1170                                                Bachelorâ\200\231s          <NA>
## 1171                                                  Masterâ\200\231s   1000-9,999 
## 1172                                                  Masterâ\200\231s   1000-9,999 
## 1173                                                  Masterâ\200\231s         0-49 
## 1174                                                Bachelorâ\200\231s          <NA>
## 1175                                                    Doctoral   1000-9,999 
## 1176                                                  Masterâ\200\231s          <NA>
## 1177                                                  Masterâ\200\231s     > 10,000 
## 1178                                                  Masterâ\200\231s      250-999 
## 1179                                       I prefer not to answer        0-49 
## 1180                                                Bachelorâ\200\231s     > 10,000 
## 1181                                                Professional   1000-9,999 
## 1182                                                  Masterâ\200\231s          <NA>
## 1183                                                Bachelorâ\200\231s     > 10,000 
## 1184                                                  Masterâ\200\231s          <NA>
## 1185                                       I prefer not to answer  1000-9,999 
## 1186                                                Bachelorâ\200\231s          <NA>
## 1187 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1188                                                Bachelorâ\200\231s          <NA>
## 1189 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1190                                                    Doctoral     > 10,000 
## 1191                                                    Doctoral         0-49 
## 1192 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 1193                                                  Masterâ\200\231s          <NA>
## 1194                                                Bachelorâ\200\231s         0-49 
## 1195                                                  Masterâ\200\231s         0-49 
## 1196                                                Bachelorâ\200\231s          <NA>
## 1197                                                Bachelorâ\200\231s     > 10,000 
## 1198                                                  Masterâ\200\231s     > 10,000 
## 1199                                                  Masterâ\200\231s       50-249 
## 1200                                                Bachelorâ\200\231s     > 10,000 
## 1201                                                    Doctoral      250-999 
## 1202                                                  Masterâ\200\231s         0-49 
## 1203                                                  Masterâ\200\231s   1000-9,999 
## 1204                                                  Masterâ\200\231s     > 10,000 
## 1205                                                    Doctoral      250-999 
## 1206                                                Bachelorâ\200\231s     > 10,000 
## 1207                                                  Masterâ\200\231s          <NA>
## 1208                                                  Masterâ\200\231s       50-249 
## 1209 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1210                                                Professional          <NA>
## 1211                                                  Masterâ\200\231s          <NA>
## 1212                                                  Masterâ\200\231s          <NA>
## 1213                                                Bachelorâ\200\231s       50-249 
## 1214                                                    Doctoral          <NA>
## 1215                                                    Doctoral       50-249 
## 1216                                       I prefer not to answer        0-49 
## 1217                                                  Masterâ\200\231s     > 10,000 
## 1218                                                    Doctoral          <NA>
## 1219                                                  Masterâ\200\231s       50-249 
## 1220                                                  Masterâ\200\231s      250-999 
## 1221                                                  Masterâ\200\231s   1000-9,999 
## 1222                                                Bachelorâ\200\231s         0-49 
## 1223                                                  Masterâ\200\231s          <NA>
## 1224                                                  Masterâ\200\231s          <NA>
## 1225                                                    Doctoral   1000-9,999 
## 1226                                                  Masterâ\200\231s          <NA>
## 1227                                                  Masterâ\200\231s         0-49 
## 1228 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1229                                                  Masterâ\200\231s     > 10,000 
## 1230                                                Bachelorâ\200\231s         0-49 
## 1231                                                Bachelorâ\200\231s     > 10,000 
## 1232                                                  Masterâ\200\231s         0-49 
## 1233                                                  Masterâ\200\231s   1000-9,999 
## 1234                                                    Doctoral   1000-9,999 
## 1235                                                    Doctoral      250-999 
## 1236                                                  Masterâ\200\231s     > 10,000 
## 1237                                                  Masterâ\200\231s   1000-9,999 
## 1238                                                    Doctoral         0-49 
## 1239 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1240                                                  Masterâ\200\231s     > 10,000 
## 1241                                       I prefer not to answer        0-49 
## 1242                                                  Masterâ\200\231s          <NA>
## 1243                                                Bachelorâ\200\231s          <NA>
## 1244                                                  Masterâ\200\231s      250-999 
## 1245                                                  Masterâ\200\231s   1000-9,999 
## 1246                                                  Masterâ\200\231s       50-249 
## 1247                                                  Masterâ\200\231s      250-999 
## 1248                                                  Masterâ\200\231s         0-49 
## 1249                                                  Masterâ\200\231s     > 10,000 
## 1250                                                  Masterâ\200\231s     > 10,000 
## 1251                                                Bachelorâ\200\231s          <NA>
## 1252                                                Bachelorâ\200\231s          <NA>
## 1253                                                  Masterâ\200\231s         0-49 
## 1254                                                Bachelorâ\200\231s     > 10,000 
## 1255                                                Professional         0-49 
## 1256                                                    Doctoral         0-49 
## 1257                                                  Masterâ\200\231s         0-49 
## 1258                                                Professional       50-249 
## 1259                                                  Masterâ\200\231s         0-49 
## 1260                                                  Masterâ\200\231s       50-249 
## 1261                                                  Masterâ\200\231s       50-249 
## 1262                                                  Masterâ\200\231s         0-49 
## 1263                                                  Masterâ\200\231s         0-49 
## 1264                                                  Masterâ\200\231s       50-249 
## 1265                                                  Masterâ\200\231s         0-49 
## 1266                                                    Doctoral       50-249 
## 1267                                                  Masterâ\200\231s   1000-9,999 
## 1268                                                    Doctoral         0-49 
## 1269                                                Bachelorâ\200\231s          <NA>
## 1270                                                Bachelorâ\200\231s          <NA>
## 1271                                                  Masterâ\200\231s       50-249 
## 1272                                                Bachelorâ\200\231s     > 10,000 
## 1273                                                  Masterâ\200\231s          <NA>
## 1274                                                  Masterâ\200\231s         0-49 
## 1275                                                  Masterâ\200\231s         0-49 
## 1276 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 1277                                                Professional     > 10,000 
## 1278                                                Professional         0-49 
## 1279                                                  Masterâ\200\231s     > 10,000 
## 1280 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1281                                       I prefer not to answer        0-49 
## 1282                                                Professional         0-49 
## 1283                                                Bachelorâ\200\231s   1000-9,999 
## 1284                                                    Doctoral      250-999 
## 1285                                                Bachelorâ\200\231s     > 10,000 
## 1286                                                    Doctoral         0-49 
## 1287                                                  Masterâ\200\231s          <NA>
## 1288                                                Bachelorâ\200\231s          <NA>
## 1289                                                  Masterâ\200\231s      250-999 
## 1290                                                Bachelorâ\200\231s     > 10,000 
## 1291                                                  Masterâ\200\231s     > 10,000 
## 1292                                                    Doctoral          <NA>
## 1293                                                Professional         0-49 
## 1294                                                  Masterâ\200\231s   1000-9,999 
## 1295                                                    Doctoral     > 10,000 
## 1296                                                  Masterâ\200\231s       50-249 
## 1297                                                    Doctoral      250-999 
## 1298                                                Bachelorâ\200\231s      250-999 
## 1299                                                    Doctoral      250-999 
## 1300                                                    Doctoral   1000-9,999 
## 1301                                                Bachelorâ\200\231s   1000-9,999 
## 1302                                                Bachelorâ\200\231s         0-49 
## 1303                                                Bachelorâ\200\231s         0-49 
## 1304                                                    Doctoral      250-999 
## 1305                                                  Masterâ\200\231s     > 10,000 
## 1306                                                Bachelorâ\200\231s         0-49 
## 1307                                                  Masterâ\200\231s      250-999 
## 1308                                                  Masterâ\200\231s         0-49 
## 1309                                                  Masterâ\200\231s       50-249 
## 1310                                                Bachelorâ\200\231s          <NA>
## 1311                                                  Masterâ\200\231s     > 10,000 
## 1312                                                  Masterâ\200\231s          <NA>
## 1313                                                  Masterâ\200\231s   1000-9,999 
## 1314                                                  Masterâ\200\231s     > 10,000 
## 1315                                                    Doctoral          <NA>
## 1316                                                  Masterâ\200\231s         0-49 
## 1317 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1318                                                Bachelorâ\200\231s     > 10,000 
## 1319                                                    Doctoral       50-249 
## 1320                                                  Masterâ\200\231s   1000-9,999 
## 1321                                                  Masterâ\200\231s         0-49 
## 1322                                                Professional   1000-9,999 
## 1323                                                Bachelorâ\200\231s         0-49 
## 1324                                                    Doctoral     > 10,000 
## 1325                                                  Masterâ\200\231s   1000-9,999 
## 1326                                                    Doctoral   1000-9,999 
## 1327                                                    Doctoral         0-49 
## 1328                                                Bachelorâ\200\231s   1000-9,999 
## 1329                                                  Masterâ\200\231s     > 10,000 
## 1330                                                  Masterâ\200\231s   1000-9,999 
## 1331                                                  Masterâ\200\231s          <NA>
## 1332                                                    Doctoral   1000-9,999 
## 1333                                                  Masterâ\200\231s     > 10,000 
## 1334                                                    Doctoral   1000-9,999 
## 1335                                                  Masterâ\200\231s         0-49 
## 1336                                                  Masterâ\200\231s   1000-9,999 
## 1337 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1338                                                Bachelorâ\200\231s     > 10,000 
## 1339 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 1340                                                  Masterâ\200\231s         0-49 
## 1341                                                    Doctoral      250-999 
## 1342                                                  Masterâ\200\231s         0-49 
## 1343                                                    Doctoral   1000-9,999 
## 1344                                                    Doctoral         0-49 
## 1345                                                  Masterâ\200\231s     > 10,000 
## 1346                                                  Masterâ\200\231s         0-49 
## 1347 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 1348                                                Bachelorâ\200\231s     > 10,000 
## 1349                                                  Masterâ\200\231s         0-49 
## 1350                                                Bachelorâ\200\231s          <NA>
## 1351                                                  Masterâ\200\231s          <NA>
## 1352                                                Bachelorâ\200\231s       50-249 
## 1353                                                  Masterâ\200\231s     > 10,000 
## 1354                                                    Doctoral       50-249 
## 1355                                                  Masterâ\200\231s   1000-9,999 
## 1356                                                    Doctoral         0-49 
## 1357                                                Professional       50-249 
## 1358                                                Bachelorâ\200\231s         0-49 
## 1359                                                  Masterâ\200\231s     > 10,000 
## 1360                                                  Masterâ\200\231s     > 10,000 
## 1361                                                    Doctoral       50-249 
## 1362                                                Bachelorâ\200\231s         0-49 
## 1363                                                    Doctoral     > 10,000 
## 1364                                                Bachelorâ\200\231s          <NA>
## 1365                                                    Doctoral   1000-9,999 
## 1366                                                Professional      250-999 
## 1367                                                  Masterâ\200\231s   1000-9,999 
## 1368                                                Bachelorâ\200\231s   1000-9,999 
## 1369                                                Bachelorâ\200\231s         0-49 
## 1370                                                Bachelorâ\200\231s          <NA>
## 1371                                                Bachelorâ\200\231s     > 10,000 
## 1372                                                    Doctoral         0-49 
## 1373                                                  Masterâ\200\231s       50-249 
## 1374                                                  Masterâ\200\231s     > 10,000 
## 1375                                                Bachelorâ\200\231s      250-999 
## 1376                                                  Masterâ\200\231s         0-49 
## 1377                                                  Masterâ\200\231s   1000-9,999 
## 1378                                                  Masterâ\200\231s     > 10,000 
## 1379                                                Bachelorâ\200\231s      250-999 
## 1380                                                    Doctoral      250-999 
## 1381                         No formal education past high school         <NA>
## 1382                                                  Masterâ\200\231s       50-249 
## 1383                                                  Masterâ\200\231s          <NA>
## 1384                                                    Doctoral     > 10,000 
## 1385                                                  Masterâ\200\231s   1000-9,999 
## 1386                                                    Doctoral   1000-9,999 
## 1387                                                  Masterâ\200\231s       50-249 
## 1388                                                  Masterâ\200\231s   1000-9,999 
## 1389                                                  Masterâ\200\231s     > 10,000 
## 1390                                                Bachelorâ\200\231s     > 10,000 
## 1391                                                  Masterâ\200\231s          <NA>
## 1392                                                Bachelorâ\200\231s          <NA>
## 1393                                                Bachelorâ\200\231s          <NA>
## 1394                                                  Masterâ\200\231s   1000-9,999 
## 1395                                                Professional   1000-9,999 
## 1396                                                Bachelorâ\200\231s          <NA>
## 1397                                                Bachelorâ\200\231s         0-49 
## 1398                                                  Masterâ\200\231s         0-49 
## 1399                                                  Masterâ\200\231s          <NA>
## 1400                                                  Masterâ\200\231s          <NA>
## 1401                                                    Doctoral   1000-9,999 
## 1402                                                Bachelorâ\200\231s          <NA>
## 1403                                                  Masterâ\200\231s         0-49 
## 1404                                                Bachelorâ\200\231s       50-249 
## 1405                                                Bachelorâ\200\231s          <NA>
## 1406                                                  Masterâ\200\231s   1000-9,999 
## 1407                                                Bachelorâ\200\231s         0-49 
## 1408                                                  Masterâ\200\231s          <NA>
## 1409                                                Professional   1000-9,999 
## 1410                                                    Doctoral      250-999 
## 1411                                                Bachelorâ\200\231s     > 10,000 
## 1412                                                Bachelorâ\200\231s          <NA>
## 1413                                                  Masterâ\200\231s         0-49 
## 1414                                                  Masterâ\200\231s      250-999 
## 1415                                                  Masterâ\200\231s      250-999 
## 1416                                                Bachelorâ\200\231s     > 10,000 
## 1417                                                  Masterâ\200\231s   1000-9,999 
## 1418                                                  Masterâ\200\231s       50-249 
## 1419                                                    Doctoral     > 10,000 
## 1420                                                    Doctoral         0-49 
## 1421                                                    Doctoral         0-49 
## 1422                                                  Masterâ\200\231s     > 10,000 
## 1423                         No formal education past high school    > 10,000 
## 1424                                                    Doctoral     > 10,000 
## 1425 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 1426                                                  Masterâ\200\231s          <NA>
## 1427                                                    Doctoral         0-49 
## 1428                                                  Masterâ\200\231s         0-49 
## 1429                                                Professional          <NA>
## 1430                                                    Doctoral         0-49 
## 1431                                                  Masterâ\200\231s   1000-9,999 
## 1432                                                  Masterâ\200\231s     > 10,000 
## 1433                                                  Masterâ\200\231s   1000-9,999 
## 1434                                                  Masterâ\200\231s         0-49 
## 1435                                       I prefer not to answer         <NA>
## 1436                                                  Masterâ\200\231s     > 10,000 
## 1437                                                    Doctoral       50-249 
## 1438                                                  Masterâ\200\231s          <NA>
## 1439                                                Bachelorâ\200\231s          <NA>
## 1440                                                  Masterâ\200\231s     > 10,000 
## 1441                                                  Masterâ\200\231s          <NA>
## 1442                                                  Masterâ\200\231s       50-249 
## 1443                                                Bachelorâ\200\231s       50-249 
## 1444                                                Bachelorâ\200\231s     > 10,000 
## 1445                                                Bachelorâ\200\231s          <NA>
## 1446                                                Bachelorâ\200\231s          <NA>
## 1447                                                  Masterâ\200\231s   1000-9,999 
## 1448                                                Bachelorâ\200\231s      250-999 
## 1449                                                  Masterâ\200\231s     > 10,000 
## 1450                                                Bachelorâ\200\231s       50-249 
## 1451 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1452                                                  Masterâ\200\231s     > 10,000 
## 1453                                                    Doctoral     > 10,000 
## 1454                                                  Masterâ\200\231s     > 10,000 
## 1455                                                  Masterâ\200\231s   1000-9,999 
## 1456 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1457                                                  Masterâ\200\231s          <NA>
## 1458                                                Bachelorâ\200\231s         0-49 
## 1459                                                Bachelorâ\200\231s         0-49 
## 1460                                                Bachelorâ\200\231s   1000-9,999 
## 1461                                                Bachelorâ\200\231s       50-249 
## 1462 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 1463                                                  Masterâ\200\231s          <NA>
## 1464                                                    Doctoral     > 10,000 
## 1465                                                  Masterâ\200\231s       50-249 
## 1466                                                  Masterâ\200\231s   1000-9,999 
## 1467 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1468 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 1469                                                  Masterâ\200\231s   1000-9,999 
## 1470                                                Bachelorâ\200\231s      250-999 
## 1471                                                  Masterâ\200\231s     > 10,000 
## 1472                                                Bachelorâ\200\231s   1000-9,999 
## 1473                                                  Masterâ\200\231s         0-49 
## 1474                                                Bachelorâ\200\231s       50-249 
## 1475                                                Bachelorâ\200\231s         0-49 
## 1476                                                  Masterâ\200\231s     > 10,000 
## 1477                                                  Masterâ\200\231s          <NA>
## 1478                                                  Masterâ\200\231s      250-999 
## 1479                                                  Masterâ\200\231s       50-249 
## 1480                                                  Masterâ\200\231s     > 10,000 
## 1481                                                  Masterâ\200\231s   1000-9,999 
## 1482                                                  Masterâ\200\231s      250-999 
## 1483                                                    Doctoral   1000-9,999 
## 1484                                                  Masterâ\200\231s          <NA>
## 1485                                                Professional     > 10,000 
## 1486                                                  Masterâ\200\231s       50-249 
## 1487                                                Bachelorâ\200\231s         0-49 
## 1488                                                Bachelorâ\200\231s          <NA>
## 1489                                                  Masterâ\200\231s       50-249 
## 1490                                                    Doctoral   1000-9,999 
## 1491                                                  Masterâ\200\231s          <NA>
## 1492                                                Bachelorâ\200\231s       50-249 
## 1493                                                  Masterâ\200\231s      250-999 
## 1494                                                  Masterâ\200\231s     > 10,000 
## 1495                                                Bachelorâ\200\231s         0-49 
## 1496                                                  Masterâ\200\231s          <NA>
## 1497                                                  Masterâ\200\231s          <NA>
## 1498                                                  Masterâ\200\231s          <NA>
## 1499                                                    Doctoral   1000-9,999 
## 1500                                                  Masterâ\200\231s          <NA>
## 1501                                                Bachelorâ\200\231s          <NA>
## 1502                                                  Masterâ\200\231s      250-999 
## 1503                                                    Doctoral      250-999 
## 1504                                                Professional         0-49 
## 1505                                                Bachelorâ\200\231s          <NA>
## 1506                                                  Masterâ\200\231s      250-999 
## 1507                                                  Masterâ\200\231s     > 10,000 
## 1508                                                  Masterâ\200\231s       50-249 
## 1509                                                    Doctoral       50-249 
## 1510                                                    Doctoral   1000-9,999 
## 1511                                                Bachelorâ\200\231s     > 10,000 
## 1512 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1513                                                Bachelorâ\200\231s         0-49 
## 1514                                                    Doctoral         0-49 
## 1515                                                    Doctoral         0-49 
## 1516                                                Bachelorâ\200\231s         0-49 
## 1517                                                    Doctoral      250-999 
## 1518                                                Bachelorâ\200\231s         0-49 
## 1519                                                  Masterâ\200\231s       50-249 
## 1520                                                Bachelorâ\200\231s       50-249 
## 1521                                                  Masterâ\200\231s         0-49 
## 1522                                                    Doctoral     > 10,000 
## 1523                                                    Doctoral   1000-9,999 
## 1524                                                  Masterâ\200\231s     > 10,000 
## 1525                                                  Masterâ\200\231s     > 10,000 
## 1526                                                Bachelorâ\200\231s      250-999 
## 1527                                                  Masterâ\200\231s     > 10,000 
## 1528                                                  Masterâ\200\231s     > 10,000 
## 1529                                                Bachelorâ\200\231s          <NA>
## 1530                                                Bachelorâ\200\231s      250-999 
## 1531                                                Bachelorâ\200\231s      250-999 
## 1532                                                  Masterâ\200\231s         0-49 
## 1533                                                    Doctoral   1000-9,999 
## 1534                                                  Masterâ\200\231s       50-249 
## 1535                                                  Masterâ\200\231s     > 10,000 
## 1536                                                Bachelorâ\200\231s       50-249 
## 1537 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 1538                                                Bachelorâ\200\231s          <NA>
## 1539                                                    Doctoral   1000-9,999 
## 1540                                                Bachelorâ\200\231s      250-999 
## 1541                         No formal education past high school  1000-9,999 
## 1542                                                  Masterâ\200\231s       50-249 
## 1543                                                Bachelorâ\200\231s   1000-9,999 
## 1544                                                  Masterâ\200\231s   1000-9,999 
## 1545                                                    Doctoral     > 10,000 
## 1546                                                  Masterâ\200\231s          <NA>
## 1547                                                  Masterâ\200\231s         0-49 
## 1548                                                  Masterâ\200\231s   1000-9,999 
## 1549                                                Bachelorâ\200\231s          <NA>
## 1550                                                  Masterâ\200\231s      250-999 
## 1551                                                  Masterâ\200\231s      250-999 
## 1552                                                  Masterâ\200\231s          <NA>
## 1553                                                Bachelorâ\200\231s          <NA>
## 1554                                                  Masterâ\200\231s          <NA>
## 1555                                                  Masterâ\200\231s         0-49 
## 1556                                                    Doctoral       50-249 
## 1557                                                Bachelorâ\200\231s   1000-9,999 
## 1558                                                  Masterâ\200\231s   1000-9,999 
## 1559                                                  Masterâ\200\231s     > 10,000 
## 1560                                                  Masterâ\200\231s     > 10,000 
## 1561                                                  Masterâ\200\231s      250-999 
## 1562 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1563                                                    Doctoral     > 10,000 
## 1564                                                  Masterâ\200\231s     > 10,000 
## 1565                                                Bachelorâ\200\231s   1000-9,999 
## 1566                                                  Masterâ\200\231s          <NA>
## 1567                                                  Masterâ\200\231s   1000-9,999 
## 1568                                                    Doctoral          <NA>
## 1569                                                  Masterâ\200\231s       50-249 
## 1570                                                Bachelorâ\200\231s   1000-9,999 
## 1571                                                    Doctoral         0-49 
## 1572                                                  Masterâ\200\231s         0-49 
## 1573                                                    Doctoral         0-49 
## 1574                                                Professional         0-49 
## 1575                                                Professional      250-999 
## 1576                                                Bachelorâ\200\231s       50-249 
## 1577                                                    Doctoral   1000-9,999 
## 1578                                                  Masterâ\200\231s          <NA>
## 1579                                       I prefer not to answer    > 10,000 
## 1580 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1581                                                  Masterâ\200\231s   1000-9,999 
## 1582                                                  Masterâ\200\231s      250-999 
## 1583                                                  Masterâ\200\231s   1000-9,999 
## 1584                                                    Doctoral     > 10,000 
## 1585                                                  Masterâ\200\231s       50-249 
## 1586                                                  Masterâ\200\231s         0-49 
## 1587                                                  Masterâ\200\231s     > 10,000 
## 1588                                                Bachelorâ\200\231s          <NA>
## 1589                                                  Masterâ\200\231s       50-249 
## 1590                                                Bachelorâ\200\231s   1000-9,999 
## 1591                                                  Masterâ\200\231s          <NA>
## 1592                                                  Masterâ\200\231s         0-49 
## 1593                                       I prefer not to answer        0-49 
## 1594                                                  Masterâ\200\231s          <NA>
## 1595                                                Bachelorâ\200\231s         0-49 
## 1596                                                    Doctoral   1000-9,999 
## 1597                                                    Doctoral     > 10,000 
## 1598                                                Bachelorâ\200\231s          <NA>
## 1599                                                  Masterâ\200\231s         0-49 
## 1600                                                Bachelorâ\200\231s          <NA>
## 1601                                                  Masterâ\200\231s     > 10,000 
## 1602                                                    Doctoral       50-249 
## 1603                         No formal education past high school     250-999 
## 1604                                                    Doctoral          <NA>
## 1605                                                Professional          <NA>
## 1606                                                  Masterâ\200\231s          <NA>
## 1607                                                Professional   1000-9,999 
## 1608                                                Bachelorâ\200\231s     > 10,000 
## 1609                                                    Doctoral     > 10,000 
## 1610                                                  Masterâ\200\231s          <NA>
## 1611                                                  Masterâ\200\231s   1000-9,999 
## 1612 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1613                                       I prefer not to answer        0-49 
## 1614                                                  Masterâ\200\231s         0-49 
## 1615 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 1616                                                Professional      250-999 
## 1617                                                Bachelorâ\200\231s          <NA>
## 1618                                                  Masterâ\200\231s   1000-9,999 
## 1619                                                    Doctoral     > 10,000 
## 1620                                                  Masterâ\200\231s         0-49 
## 1621                                                    Doctoral      250-999 
## 1622                                                    Doctoral       50-249 
## 1623                                                  Masterâ\200\231s     > 10,000 
## 1624                                                Bachelorâ\200\231s       50-249 
## 1625                                                    Doctoral      250-999 
## 1626                                                    Doctoral         0-49 
## 1627                                                  Masterâ\200\231s     > 10,000 
## 1628                                                    Doctoral     > 10,000 
## 1629                                                  Masterâ\200\231s     > 10,000 
## 1630                                                Bachelorâ\200\231s      250-999 
## 1631                                                  Masterâ\200\231s      250-999 
## 1632                                                  Masterâ\200\231s       50-249 
## 1633                                                  Masterâ\200\231s     > 10,000 
## 1634                                                  Masterâ\200\231s       50-249 
## 1635                                                  Masterâ\200\231s          <NA>
## 1636                                                  Masterâ\200\231s     > 10,000 
## 1637                                                  Masterâ\200\231s         0-49 
## 1638                                                Bachelorâ\200\231s         0-49 
## 1639                                                Bachelorâ\200\231s     > 10,000 
## 1640                                                    Doctoral   1000-9,999 
## 1641                                                Bachelorâ\200\231s          <NA>
## 1642                                                  Masterâ\200\231s     > 10,000 
## 1643                                                  Masterâ\200\231s     > 10,000 
## 1644                                                Bachelorâ\200\231s       50-249 
## 1645                                                  Masterâ\200\231s      250-999 
## 1646                                                Bachelorâ\200\231s     > 10,000 
## 1647                                                  Masterâ\200\231s          <NA>
## 1648                                                  Masterâ\200\231s         0-49 
## 1649                                                    Doctoral         0-49 
## 1650                                                  Masterâ\200\231s          <NA>
## 1651                                                Bachelorâ\200\231s          <NA>
## 1652                                                  Masterâ\200\231s       50-249 
## 1653                                                  Masterâ\200\231s     > 10,000 
## 1654                                                Bachelorâ\200\231s          <NA>
## 1655 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1656                                                  Masterâ\200\231s   1000-9,999 
## 1657                                                Bachelorâ\200\231s      250-999 
## 1658                                                  Masterâ\200\231s       50-249 
## 1659                                                  Masterâ\200\231s   1000-9,999 
## 1660                                                  Masterâ\200\231s         0-49 
## 1661                                                    Doctoral         0-49 
## 1662                                                  Masterâ\200\231s          <NA>
## 1663                                                    Doctoral         0-49 
## 1664                                                Bachelorâ\200\231s         0-49 
## 1665                                                Bachelorâ\200\231s       50-249 
## 1666                                                  Masterâ\200\231s     > 10,000 
## 1667                                                Bachelorâ\200\231s         0-49 
## 1668                                                  Masterâ\200\231s         0-49 
## 1669                                                  Masterâ\200\231s         0-49 
## 1670                                                Bachelorâ\200\231s         0-49 
## 1671                                                  Masterâ\200\231s     > 10,000 
## 1672 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1673                                                Bachelorâ\200\231s     > 10,000 
## 1674                                                Bachelorâ\200\231s         0-49 
## 1675                                                    Doctoral         0-49 
## 1676                                                    Doctoral          <NA>
## 1677                                                  Masterâ\200\231s         0-49 
## 1678                                                  Masterâ\200\231s     > 10,000 
## 1679                                                Bachelorâ\200\231s       50-249 
## 1680                                                Professional   1000-9,999 
## 1681                                                  Masterâ\200\231s     > 10,000 
## 1682                                                    Doctoral      250-999 
## 1683                                                    Doctoral     > 10,000 
## 1684                                                    Doctoral          <NA>
## 1685                                                  Masterâ\200\231s      250-999 
## 1686                                                Bachelorâ\200\231s          <NA>
## 1687                                                  Masterâ\200\231s          <NA>
## 1688                                                Bachelorâ\200\231s         0-49 
## 1689                                                  Masterâ\200\231s     > 10,000 
## 1690                                                  Masterâ\200\231s         0-49 
## 1691                                                Bachelorâ\200\231s     > 10,000 
## 1692                                                  Masterâ\200\231s       50-249 
## 1693                                                Bachelorâ\200\231s          <NA>
## 1694                         No formal education past high school         <NA>
## 1695 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1696                                                  Masterâ\200\231s         0-49 
## 1697 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 1698                                                    Doctoral       50-249 
## 1699                                                  Masterâ\200\231s         0-49 
## 1700                                                Bachelorâ\200\231s      250-999 
## 1701                                                Bachelorâ\200\231s         0-49 
## 1702                         No formal education past high school         <NA>
## 1703                                                    Doctoral   1000-9,999 
## 1704                                                  Masterâ\200\231s      250-999 
## 1705                                                Professional         0-49 
## 1706                                                Bachelorâ\200\231s      250-999 
## 1707                                                Bachelorâ\200\231s         0-49 
## 1708                                                  Masterâ\200\231s     > 10,000 
## 1709                                                Bachelorâ\200\231s         0-49 
## 1710                                                  Masterâ\200\231s          <NA>
## 1711                                                  Masterâ\200\231s          <NA>
## 1712                                                Bachelorâ\200\231s       50-249 
## 1713                                                    Doctoral       50-249 
## 1714                                                  Masterâ\200\231s         0-49 
## 1715                                                Professional     > 10,000 
## 1716                                                    Doctoral     > 10,000 
## 1717                                                  Masterâ\200\231s     > 10,000 
## 1718                                                  Masterâ\200\231s         0-49 
## 1719                                                Bachelorâ\200\231s          <NA>
## 1720                                                  Masterâ\200\231s      250-999 
## 1721                                                Bachelorâ\200\231s   1000-9,999 
## 1722                                                  Masterâ\200\231s         0-49 
## 1723                                                  Masterâ\200\231s         0-49 
## 1724 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1725                                                Bachelorâ\200\231s          <NA>
## 1726                                                    Doctoral     > 10,000 
## 1727                                                Professional     > 10,000 
## 1728                                                Bachelorâ\200\231s     > 10,000 
## 1729                                                Bachelorâ\200\231s          <NA>
## 1730 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1731                                                  Masterâ\200\231s     > 10,000 
## 1732                                                    Doctoral         0-49 
## 1733                                                  Masterâ\200\231s     > 10,000 
## 1734 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1735 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1736                                                    Doctoral   1000-9,999 
## 1737 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 1738                                                    Doctoral         0-49 
## 1739                                                    Doctoral   1000-9,999 
## 1740                                                  Masterâ\200\231s         0-49 
## 1741                                                Bachelorâ\200\231s          <NA>
## 1742                                                Bachelorâ\200\231s          <NA>
## 1743                                                Bachelorâ\200\231s          <NA>
## 1744                                                    Doctoral     > 10,000 
## 1745                                                  Masterâ\200\231s     > 10,000 
## 1746                                                    Doctoral       50-249 
## 1747                                                  Masterâ\200\231s          <NA>
## 1748                                                  Masterâ\200\231s     > 10,000 
## 1749                                                  Masterâ\200\231s     > 10,000 
## 1750                                                  Masterâ\200\231s         0-49 
## 1751                                                  Masterâ\200\231s          <NA>
## 1752                                                  Masterâ\200\231s       50-249 
## 1753                                                Bachelorâ\200\231s         0-49 
## 1754                                                  Masterâ\200\231s         0-49 
## 1755                                                  Masterâ\200\231s          <NA>
## 1756                                                Bachelorâ\200\231s          <NA>
## 1757                                                    Doctoral       50-249 
## 1758                                                  Masterâ\200\231s   1000-9,999 
## 1759                                                  Masterâ\200\231s         0-49 
## 1760                                                Bachelorâ\200\231s     > 10,000 
## 1761                                                  Masterâ\200\231s      250-999 
## 1762                                                Bachelorâ\200\231s         0-49 
## 1763                                                  Masterâ\200\231s   1000-9,999 
## 1764                                                Bachelorâ\200\231s         0-49 
## 1765                                                Bachelorâ\200\231s      250-999 
## 1766                         No formal education past high school  1000-9,999 
## 1767                                                Bachelorâ\200\231s          <NA>
## 1768                                                Bachelorâ\200\231s     > 10,000 
## 1769                                                  Masterâ\200\231s     > 10,000 
## 1770                                                  Masterâ\200\231s         0-49 
## 1771                                                  Masterâ\200\231s       50-249 
## 1772                                                  Masterâ\200\231s          <NA>
## 1773                                                    Doctoral          <NA>
## 1774                                                Bachelorâ\200\231s          <NA>
## 1775                                                    Doctoral     > 10,000 
## 1776                                                Bachelorâ\200\231s         0-49 
## 1777                                                Bachelorâ\200\231s      250-999 
## 1778                                                  Masterâ\200\231s         0-49 
## 1779                                                  Masterâ\200\231s   1000-9,999 
## 1780                                                Bachelorâ\200\231s      250-999 
## 1781                                                  Masterâ\200\231s          <NA>
## 1782                                                  Masterâ\200\231s         0-49 
## 1783                                                    Doctoral          <NA>
## 1784                         No formal education past high school        0-49 
## 1785                                                  Masterâ\200\231s      250-999 
## 1786                                                  Masterâ\200\231s     > 10,000 
## 1787                                                  Masterâ\200\231s   1000-9,999 
## 1788                                                  Masterâ\200\231s   1000-9,999 
## 1789                                                  Masterâ\200\231s         0-49 
## 1790                                                  Masterâ\200\231s      250-999 
## 1791                                                    Doctoral     > 10,000 
## 1792                                                  Masterâ\200\231s         0-49 
## 1793                                                Bachelorâ\200\231s     > 10,000 
## 1794                                                Bachelorâ\200\231s   1000-9,999 
## 1795                                                Bachelorâ\200\231s         0-49 
## 1796                                                Bachelorâ\200\231s     > 10,000 
## 1797                                                  Masterâ\200\231s   1000-9,999 
## 1798                                                Bachelorâ\200\231s       50-249 
## 1799                         No formal education past high school     250-999 
## 1800                                                Bachelorâ\200\231s          <NA>
## 1801                                                    Doctoral         0-49 
## 1802                                                  Masterâ\200\231s          <NA>
## 1803                                                Bachelorâ\200\231s     > 10,000 
## 1804                                                Bachelorâ\200\231s          <NA>
## 1805                                                    Doctoral       50-249 
## 1806                                                Bachelorâ\200\231s       50-249 
## 1807                                                  Masterâ\200\231s      250-999 
## 1808                                                    Doctoral          <NA>
## 1809                                                    Doctoral      250-999 
## 1810                                                    Doctoral          <NA>
## 1811                                                  Masterâ\200\231s      250-999 
## 1812                                                Bachelorâ\200\231s          <NA>
## 1813                                                Bachelorâ\200\231s     > 10,000 
## 1814                                                  Masterâ\200\231s      250-999 
## 1815                                                  Masterâ\200\231s          <NA>
## 1816                                                  Masterâ\200\231s          <NA>
## 1817                                                    Doctoral      250-999 
## 1818                                                Bachelorâ\200\231s   1000-9,999 
## 1819                                                    Doctoral      250-999 
## 1820                                                    Doctoral       50-249 
## 1821                                                Bachelorâ\200\231s          <NA>
## 1822                                                  Masterâ\200\231s         0-49 
## 1823                                                  Masterâ\200\231s   1000-9,999 
## 1824                                                  Masterâ\200\231s      250-999 
## 1825                                                  Masterâ\200\231s     > 10,000 
## 1826                                                  Masterâ\200\231s         0-49 
## 1827                                                  Masterâ\200\231s      250-999 
## 1828                                                  Masterâ\200\231s          <NA>
## 1829                                                  Masterâ\200\231s       50-249 
## 1830                                                    Doctoral     > 10,000 
## 1831                                                  Masterâ\200\231s     > 10,000 
## 1832                                                    Doctoral       50-249 
## 1833                                                Bachelorâ\200\231s       50-249 
## 1834                                                Bachelorâ\200\231s   1000-9,999 
## 1835                                                    Doctoral          <NA>
## 1836                                                Bachelorâ\200\231s          <NA>
## 1837                                                  Masterâ\200\231s          <NA>
## 1838                                                Bachelorâ\200\231s         0-49 
## 1839                                                    Doctoral         0-49 
## 1840                                                  Masterâ\200\231s       50-249 
## 1841                                                    Doctoral          <NA>
## 1842                                                  Masterâ\200\231s         0-49 
## 1843                                                Professional         0-49 
## 1844                                                  Masterâ\200\231s          <NA>
## 1845                                                    Doctoral     > 10,000 
## 1846 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1847 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1848                                                  Masterâ\200\231s     > 10,000 
## 1849                                                    Doctoral          <NA>
## 1850                                                    Doctoral      250-999 
## 1851                                                Bachelorâ\200\231s       50-249 
## 1852                                       I prefer not to answer        0-49 
## 1853                                                Bachelorâ\200\231s     > 10,000 
## 1854                                                    Doctoral     > 10,000 
## 1855                                                  Masterâ\200\231s         0-49 
## 1856                                                Professional     > 10,000 
## 1857                                                Bachelorâ\200\231s     > 10,000 
## 1858                                                    Doctoral     > 10,000 
## 1859                                                  Masterâ\200\231s   1000-9,999 
## 1860                                                Bachelorâ\200\231s         0-49 
## 1861                                                    Doctoral         0-49 
## 1862                                                Bachelorâ\200\231s          <NA>
## 1863                                                Bachelorâ\200\231s          <NA>
## 1864                                                Professional      250-999 
## 1865                                                Bachelorâ\200\231s      250-999 
## 1866                                                  Masterâ\200\231s       50-249 
## 1867                                                    Doctoral         0-49 
## 1868                                                  Masterâ\200\231s   1000-9,999 
## 1869                                                Bachelorâ\200\231s   1000-9,999 
## 1870                                                  Masterâ\200\231s     > 10,000 
## 1871                                                Bachelorâ\200\231s   1000-9,999 
## 1872                                                  Masterâ\200\231s          <NA>
## 1873                                                Bachelorâ\200\231s          <NA>
## 1874                                                Bachelorâ\200\231s          <NA>
## 1875                                                    Doctoral   1000-9,999 
## 1876                                                    Doctoral      250-999 
## 1877                         No formal education past high school        0-49 
## 1878                                                  Masterâ\200\231s     > 10,000 
## 1879                                                Professional       50-249 
## 1880                                       I prefer not to answer  1000-9,999 
## 1881                                                Bachelorâ\200\231s         0-49 
## 1882                                                  Masterâ\200\231s     > 10,000 
## 1883                                                  Masterâ\200\231s      250-999 
## 1884                                                  Masterâ\200\231s          <NA>
## 1885                                                Bachelorâ\200\231s   1000-9,999 
## 1886                                                  Masterâ\200\231s       50-249 
## 1887                                                Bachelorâ\200\231s         0-49 
## 1888                                                Bachelorâ\200\231s     > 10,000 
## 1889                                                  Masterâ\200\231s          <NA>
## 1890 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1891                                                  Masterâ\200\231s   1000-9,999 
## 1892                                                    Doctoral         0-49 
## 1893                                                  Masterâ\200\231s   1000-9,999 
## 1894                                                  Masterâ\200\231s         0-49 
## 1895                                                  Masterâ\200\231s          <NA>
## 1896                                                  Masterâ\200\231s         0-49 
## 1897                                                Bachelorâ\200\231s          <NA>
## 1898                                                    Doctoral         0-49 
## 1899                                                    Doctoral         0-49 
## 1900                                                Bachelorâ\200\231s          <NA>
## 1901                                                  Masterâ\200\231s       50-249 
## 1902                                                  Masterâ\200\231s   1000-9,999 
## 1903                                                  Masterâ\200\231s   1000-9,999 
## 1904                                                    Doctoral     > 10,000 
## 1905                                                Bachelorâ\200\231s         0-49 
## 1906                                                  Masterâ\200\231s   1000-9,999 
## 1907                                                  Masterâ\200\231s     > 10,000 
## 1908                                                  Masterâ\200\231s       50-249 
## 1909                                                Bachelorâ\200\231s       50-249 
## 1910                                                  Masterâ\200\231s     > 10,000 
## 1911                                                Bachelorâ\200\231s          <NA>
## 1912 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 1913                                                  Masterâ\200\231s      250-999 
## 1914                                                  Masterâ\200\231s   1000-9,999 
## 1915                                                  Masterâ\200\231s       50-249 
## 1916                                                Bachelorâ\200\231s     > 10,000 
## 1917                                                    Doctoral   1000-9,999 
## 1918                                                  Masterâ\200\231s   1000-9,999 
## 1919                                                Bachelorâ\200\231s          <NA>
## 1920                                                  Masterâ\200\231s     > 10,000 
## 1921                                                    Doctoral         0-49 
## 1922                                                Bachelorâ\200\231s         0-49 
## 1923                                                Bachelorâ\200\231s     > 10,000 
## 1924                                                Professional       50-249 
## 1925                                                    Doctoral   1000-9,999 
## 1926                                                Bachelorâ\200\231s          <NA>
## 1927                                                  Masterâ\200\231s       50-249 
## 1928                                                  Masterâ\200\231s          <NA>
## 1929                                                Bachelorâ\200\231s     > 10,000 
## 1930                                                Bachelorâ\200\231s          <NA>
## 1931                                                Professional     > 10,000 
## 1932 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 1933                                                  Masterâ\200\231s       50-249 
## 1934                                                Bachelorâ\200\231s     > 10,000 
## 1935                                                    Doctoral      250-999 
## 1936                                                  Masterâ\200\231s   1000-9,999 
## 1937                                                  Masterâ\200\231s   1000-9,999 
## 1938                                                Bachelorâ\200\231s         0-49 
## 1939                                                  Masterâ\200\231s   1000-9,999 
## 1940                                                  Masterâ\200\231s     > 10,000 
## 1941                                                Bachelorâ\200\231s         0-49 
## 1942                                                  Masterâ\200\231s       50-249 
## 1943                                                Professional          <NA>
## 1944                                                  Masterâ\200\231s   1000-9,999 
## 1945                                                  Masterâ\200\231s          <NA>
## 1946                                                    Doctoral     > 10,000 
## 1947                                                  Masterâ\200\231s   1000-9,999 
## 1948                                                  Masterâ\200\231s     > 10,000 
## 1949                                                  Masterâ\200\231s         0-49 
## 1950                                                Bachelorâ\200\231s         0-49 
## 1951                                                  Masterâ\200\231s       50-249 
## 1952                                                  Masterâ\200\231s   1000-9,999 
## 1953                                                    Doctoral         0-49 
## 1954                                                Bachelorâ\200\231s         0-49 
## 1955                                                    Doctoral         0-49 
## 1956                                                Bachelorâ\200\231s       50-249 
## 1957                                                Bachelorâ\200\231s       50-249 
## 1958                                                    Doctoral         0-49 
## 1959                                                    Doctoral      250-999 
## 1960                                                    Doctoral          <NA>
## 1961                                                Bachelorâ\200\231s      250-999 
## 1962                                                Bachelorâ\200\231s   1000-9,999 
## 1963                                                  Masterâ\200\231s         0-49 
## 1964                                                  Masterâ\200\231s      250-999 
## 1965                                                Bachelorâ\200\231s         0-49 
## 1966                                                    Doctoral         0-49 
## 1967                                                    Doctoral          <NA>
## 1968                                                  Masterâ\200\231s   1000-9,999 
## 1969                                                  Masterâ\200\231s          <NA>
## 1970                                                  Masterâ\200\231s     > 10,000 
## 1971                                                Bachelorâ\200\231s         0-49 
## 1972                                                Bachelorâ\200\231s         0-49 
## 1973                                                  Masterâ\200\231s          <NA>
## 1974                                                Bachelorâ\200\231s   1000-9,999 
## 1975                                                Professional         0-49 
## 1976                                                  Masterâ\200\231s      250-999 
## 1977                                                  Masterâ\200\231s     > 10,000 
## 1978                                                  Masterâ\200\231s          <NA>
## 1979                                                  Masterâ\200\231s          <NA>
## 1980                                                    Doctoral          <NA>
## 1981                                                Bachelorâ\200\231s     > 10,000 
## 1982                                                  Masterâ\200\231s          <NA>
## 1983                                                    Doctoral          <NA>
## 1984 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 1985                                                Bachelorâ\200\231s         0-49 
## 1986                                                  Masterâ\200\231s      250-999 
## 1987                                                  Masterâ\200\231s       50-249 
## 1988                                                Bachelorâ\200\231s   1000-9,999 
## 1989                                                  Masterâ\200\231s         0-49 
## 1990                                                    Doctoral     > 10,000 
## 1991                                                Bachelorâ\200\231s          <NA>
## 1992                                                  Masterâ\200\231s     > 10,000 
## 1993                                                  Masterâ\200\231s   1000-9,999 
## 1994                                                  Masterâ\200\231s      250-999 
## 1995                                                Bachelorâ\200\231s      250-999 
## 1996                                                  Masterâ\200\231s          <NA>
## 1997                                                Bachelorâ\200\231s         0-49 
## 1998                                                  Masterâ\200\231s   1000-9,999 
## 1999                                                Bachelorâ\200\231s       50-249 
## 2000                                                  Masterâ\200\231s         0-49 
## 2001                                                  Masterâ\200\231s     > 10,000 
## 2002 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 2003                                                    Doctoral       50-249 
## 2004                                                    Doctoral         0-49 
## 2005                                                  Masterâ\200\231s   1000-9,999 
## 2006                                                Bachelorâ\200\231s      250-999 
## 2007 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2008                                                Bachelorâ\200\231s         0-49 
## 2009                                                Bachelorâ\200\231s          <NA>
## 2010 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2011 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2012                                                  Masterâ\200\231s          <NA>
## 2013                                                    Doctoral     > 10,000 
## 2014                                                  Masterâ\200\231s          <NA>
## 2015                                                Professional         0-49 
## 2016                                                  Masterâ\200\231s   1000-9,999 
## 2017                                                    Doctoral   1000-9,999 
## 2018                                                  Masterâ\200\231s     > 10,000 
## 2019                                                Bachelorâ\200\231s   1000-9,999 
## 2020                                                    Doctoral      250-999 
## 2021                                                  Masterâ\200\231s         0-49 
## 2022                                                  Masterâ\200\231s     > 10,000 
## 2023                                                  Masterâ\200\231s          <NA>
## 2024                                                  Masterâ\200\231s      250-999 
## 2025                                                  Masterâ\200\231s     > 10,000 
## 2026                                                Bachelorâ\200\231s         0-49 
## 2027 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2028                                                  Masterâ\200\231s         0-49 
## 2029                                                    Doctoral          <NA>
## 2030                                                    Doctoral   1000-9,999 
## 2031                                                Bachelorâ\200\231s     > 10,000 
## 2032                                                Bachelorâ\200\231s          <NA>
## 2033                                                Bachelorâ\200\231s         0-49 
## 2034                                                  Masterâ\200\231s          <NA>
## 2035                                                  Masterâ\200\231s     > 10,000 
## 2036                                                  Masterâ\200\231s         0-49 
## 2037                                                  Masterâ\200\231s          <NA>
## 2038                         No formal education past high school      50-249 
## 2039                                                  Masterâ\200\231s     > 10,000 
## 2040                                                  Masterâ\200\231s         0-49 
## 2041                                                Bachelorâ\200\231s     > 10,000 
## 2042 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2043                                                Professional       50-249 
## 2044                                                  Masterâ\200\231s         0-49 
## 2045                                                Bachelorâ\200\231s     > 10,000 
## 2046                                                Bachelorâ\200\231s         0-49 
## 2047                                                  Masterâ\200\231s         0-49 
## 2048 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2049                                                Bachelorâ\200\231s          <NA>
## 2050                                                Bachelorâ\200\231s          <NA>
## 2051                                                  Masterâ\200\231s         0-49 
## 2052                                                  Masterâ\200\231s          <NA>
## 2053                                                  Masterâ\200\231s     > 10,000 
## 2054                                                  Masterâ\200\231s      250-999 
## 2055                                                  Masterâ\200\231s         0-49 
## 2056                                                    Doctoral     > 10,000 
## 2057                                                    Doctoral      250-999 
## 2058                                                Professional         0-49 
## 2059                                                Bachelorâ\200\231s      250-999 
## 2060                                                    Doctoral          <NA>
## 2061                                                  Masterâ\200\231s          <NA>
## 2062                                                Professional   1000-9,999 
## 2063                                                    Doctoral   1000-9,999 
## 2064                                                  Masterâ\200\231s          <NA>
## 2065                                                  Masterâ\200\231s      250-999 
## 2066                                                  Masterâ\200\231s   1000-9,999 
## 2067                                                  Masterâ\200\231s      250-999 
## 2068                                                  Masterâ\200\231s      250-999 
## 2069                                                  Masterâ\200\231s          <NA>
## 2070                                                    Doctoral   1000-9,999 
## 2071                                                  Masterâ\200\231s   1000-9,999 
## 2072                                                    Doctoral      250-999 
## 2073                                                    Doctoral         0-49 
## 2074 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 2075                                                    Doctoral         0-49 
## 2076                                                    Doctoral   1000-9,999 
## 2077                                                Bachelorâ\200\231s       50-249 
## 2078                                                  Masterâ\200\231s         0-49 
## 2079                                                  Masterâ\200\231s         0-49 
## 2080                                                  Masterâ\200\231s   1000-9,999 
## 2081                                                Bachelorâ\200\231s          <NA>
## 2082                                                Bachelorâ\200\231s   1000-9,999 
## 2083 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 2084                                                Bachelorâ\200\231s   1000-9,999 
## 2085                                                  Masterâ\200\231s   1000-9,999 
## 2086                                                    Doctoral     > 10,000 
## 2087                                                    Doctoral   1000-9,999 
## 2088                                                  Masterâ\200\231s         0-49 
## 2089                                                Bachelorâ\200\231s         0-49 
## 2090                                                  Masterâ\200\231s         0-49 
## 2091                                                    Doctoral       50-249 
## 2092                                                  Masterâ\200\231s   1000-9,999 
## 2093                                                  Masterâ\200\231s          <NA>
## 2094                                                  Masterâ\200\231s         0-49 
## 2095                                                  Masterâ\200\231s          <NA>
## 2096                                                    Doctoral      250-999 
## 2097                                                  Masterâ\200\231s          <NA>
## 2098                                                Bachelorâ\200\231s   1000-9,999 
## 2099                                                Bachelorâ\200\231s     > 10,000 
## 2100                                                    Doctoral         0-49 
## 2101                                                  Masterâ\200\231s   1000-9,999 
## 2102                                                Bachelorâ\200\231s          <NA>
## 2103                                                Bachelorâ\200\231s       50-249 
## 2104                                                  Masterâ\200\231s         0-49 
## 2105                                                  Masterâ\200\231s       50-249 
## 2106                                                Bachelorâ\200\231s       50-249 
## 2107                                                Bachelorâ\200\231s       50-249 
## 2108                                                Bachelorâ\200\231s         0-49 
## 2109                                                  Masterâ\200\231s         0-49 
## 2110                                                  Masterâ\200\231s   1000-9,999 
## 2111                                                  Masterâ\200\231s   1000-9,999 
## 2112                                                Bachelorâ\200\231s          <NA>
## 2113                                                Bachelorâ\200\231s     > 10,000 
## 2114                                                  Masterâ\200\231s      250-999 
## 2115                                                  Masterâ\200\231s     > 10,000 
## 2116                                                  Masterâ\200\231s          <NA>
## 2117                                                    Doctoral          <NA>
## 2118                                                Bachelorâ\200\231s          <NA>
## 2119                                                  Masterâ\200\231s      250-999 
## 2120                                                Bachelorâ\200\231s     > 10,000 
## 2121                                                Bachelorâ\200\231s         0-49 
## 2122                                                Bachelorâ\200\231s          <NA>
## 2123                                                    Doctoral         0-49 
## 2124                                                  Masterâ\200\231s     > 10,000 
## 2125                                                    Doctoral          <NA>
## 2126                                                Bachelorâ\200\231s         0-49 
## 2127                                       I prefer not to answer        0-49 
## 2128                                                Bachelorâ\200\231s     > 10,000 
## 2129                                                Bachelorâ\200\231s      250-999 
## 2130                                                  Masterâ\200\231s          <NA>
## 2131                                                Bachelorâ\200\231s          <NA>
## 2132                                                  Masterâ\200\231s     > 10,000 
## 2133                                                  Masterâ\200\231s     > 10,000 
## 2134                                                Bachelorâ\200\231s          <NA>
## 2135                                                Bachelorâ\200\231s         0-49 
## 2136                                                  Masterâ\200\231s   1000-9,999 
## 2137                                                Bachelorâ\200\231s         0-49 
## 2138                                                    Doctoral         0-49 
## 2139                                                  Masterâ\200\231s          <NA>
## 2140                                                    Doctoral         0-49 
## 2141                                                Bachelorâ\200\231s         0-49 
## 2142                                                Bachelorâ\200\231s          <NA>
## 2143                                                  Masterâ\200\231s         0-49 
## 2144                                                Bachelorâ\200\231s         0-49 
## 2145                                                Bachelorâ\200\231s          <NA>
## 2146                                                Bachelorâ\200\231s         0-49 
## 2147                                                  Masterâ\200\231s     > 10,000 
## 2148                                                  Masterâ\200\231s      250-999 
## 2149                                                    Doctoral       50-249 
## 2150                                                  Masterâ\200\231s          <NA>
## 2151                                                Bachelorâ\200\231s       50-249 
## 2152                                                  Masterâ\200\231s   1000-9,999 
## 2153                                                  Masterâ\200\231s   1000-9,999 
## 2154                                                Professional          <NA>
## 2155                                                Bachelorâ\200\231s       50-249 
## 2156                                                Bachelorâ\200\231s          <NA>
## 2157                                                  Masterâ\200\231s          <NA>
## 2158                                                  Masterâ\200\231s     > 10,000 
## 2159                                                Bachelorâ\200\231s       50-249 
## 2160                                                  Masterâ\200\231s      250-999 
## 2161                                                Bachelorâ\200\231s     > 10,000 
## 2162                                                Bachelorâ\200\231s     > 10,000 
## 2163                                                  Masterâ\200\231s         0-49 
## 2164                                                    Doctoral         0-49 
## 2165                                                    Doctoral   1000-9,999 
## 2166                                                Bachelorâ\200\231s      250-999 
## 2167                                                    Doctoral       50-249 
## 2168                                                Bachelorâ\200\231s      250-999 
## 2169                                                Professional     > 10,000 
## 2170                                                  Masterâ\200\231s         0-49 
## 2171                                                    Doctoral          <NA>
## 2172                                                  Masterâ\200\231s      250-999 
## 2173                                                    Doctoral          <NA>
## 2174                                                    Doctoral          <NA>
## 2175                                                  Masterâ\200\231s         0-49 
## 2176 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2177                                                  Masterâ\200\231s     > 10,000 
## 2178 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2179 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 2180                                                  Masterâ\200\231s   1000-9,999 
## 2181                                                  Masterâ\200\231s   1000-9,999 
## 2182                                                  Masterâ\200\231s       50-249 
## 2183                                                  Masterâ\200\231s       50-249 
## 2184                                                  Masterâ\200\231s          <NA>
## 2185                                                  Masterâ\200\231s       50-249 
## 2186                                                Bachelorâ\200\231s      250-999 
## 2187                                                Bachelorâ\200\231s          <NA>
## 2188                                                  Masterâ\200\231s     > 10,000 
## 2189                                                    Doctoral       50-249 
## 2190                                                Bachelorâ\200\231s          <NA>
## 2191                                                  Masterâ\200\231s     > 10,000 
## 2192                                                  Masterâ\200\231s   1000-9,999 
## 2193                         No formal education past high school         <NA>
## 2194                                                Bachelorâ\200\231s   1000-9,999 
## 2195                                                Bachelorâ\200\231s       50-249 
## 2196                                                    Doctoral     > 10,000 
## 2197                                                  Masterâ\200\231s       50-249 
## 2198                                                  Masterâ\200\231s          <NA>
## 2199                                                  Masterâ\200\231s       50-249 
## 2200                                                  Masterâ\200\231s         0-49 
## 2201 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2202                                                    Doctoral   1000-9,999 
## 2203                                                    Doctoral      250-999 
## 2204                                                  Masterâ\200\231s         0-49 
## 2205                                                    Doctoral       50-249 
## 2206                                                  Masterâ\200\231s         0-49 
## 2207                                                  Masterâ\200\231s   1000-9,999 
## 2208                                                  Masterâ\200\231s     > 10,000 
## 2209                                                  Masterâ\200\231s      250-999 
## 2210                                                  Masterâ\200\231s       50-249 
## 2211                                                Bachelorâ\200\231s       50-249 
## 2212                                                  Masterâ\200\231s   1000-9,999 
## 2213                                                  Masterâ\200\231s   1000-9,999 
## 2214                                       I prefer not to answer        0-49 
## 2215                                                Professional          <NA>
## 2216                                                Bachelorâ\200\231s     > 10,000 
## 2217                                                  Masterâ\200\231s     > 10,000 
## 2218                                                  Masterâ\200\231s       50-249 
## 2219                                                Bachelorâ\200\231s         0-49 
## 2220                                                  Masterâ\200\231s         0-49 
## 2221                                                  Masterâ\200\231s       50-249 
## 2222                                                  Masterâ\200\231s   1000-9,999 
## 2223                                                Bachelorâ\200\231s       50-249 
## 2224                                                Bachelorâ\200\231s     > 10,000 
## 2225                                                  Masterâ\200\231s     > 10,000 
## 2226                                                  Masterâ\200\231s         0-49 
## 2227                                                    Doctoral   1000-9,999 
## 2228                                                  Masterâ\200\231s     > 10,000 
## 2229                                                    Doctoral       50-249 
## 2230                                                  Masterâ\200\231s         0-49 
## 2231                                                  Masterâ\200\231s      250-999 
## 2232                                                Bachelorâ\200\231s          <NA>
## 2233                                                Bachelorâ\200\231s         0-49 
## 2234                                                Bachelorâ\200\231s          <NA>
## 2235                                       I prefer not to answer         <NA>
## 2236                                                Professional         0-49 
## 2237                                                  Masterâ\200\231s         0-49 
## 2238                                                  Masterâ\200\231s   1000-9,999 
## 2239                                                Bachelorâ\200\231s          <NA>
## 2240                                                Bachelorâ\200\231s          <NA>
## 2241                                                  Masterâ\200\231s         0-49 
## 2242                                                  Masterâ\200\231s     > 10,000 
## 2243                                                  Masterâ\200\231s     > 10,000 
## 2244                                                  Masterâ\200\231s     > 10,000 
## 2245                                                  Masterâ\200\231s      250-999 
## 2246                                                Bachelorâ\200\231s         0-49 
## 2247                                                  Masterâ\200\231s     > 10,000 
## 2248                                                Bachelorâ\200\231s          <NA>
## 2249                                                  Masterâ\200\231s         0-49 
## 2250                                                    Doctoral          <NA>
## 2251                                                  Masterâ\200\231s          <NA>
## 2252                                                  Masterâ\200\231s       50-249 
## 2253                                                    Doctoral     > 10,000 
## 2254                                                  Masterâ\200\231s   1000-9,999 
## 2255                                                Bachelorâ\200\231s   1000-9,999 
## 2256                                                Bachelorâ\200\231s   1000-9,999 
## 2257                                                    Doctoral         0-49 
## 2258                                                  Masterâ\200\231s   1000-9,999 
## 2259                                                  Masterâ\200\231s   1000-9,999 
## 2260                                                Bachelorâ\200\231s          <NA>
## 2261                                                    Doctoral   1000-9,999 
## 2262                                                    Doctoral   1000-9,999 
## 2263                                                  Masterâ\200\231s       50-249 
## 2264                                                  Masterâ\200\231s          <NA>
## 2265                                                  Masterâ\200\231s       50-249 
## 2266                                                Bachelorâ\200\231s          <NA>
## 2267                                                Bachelorâ\200\231s      250-999 
## 2268                                                Bachelorâ\200\231s          <NA>
## 2269                                                Bachelorâ\200\231s         0-49 
## 2270                                                  Masterâ\200\231s         0-49 
## 2271                                                  Masterâ\200\231s     > 10,000 
## 2272                                                Bachelorâ\200\231s          <NA>
## 2273                                                Bachelorâ\200\231s          <NA>
## 2274 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 2275                                                Bachelorâ\200\231s         0-49 
## 2276                                                  Masterâ\200\231s         0-49 
## 2277                                                  Masterâ\200\231s     > 10,000 
## 2278                                                    Doctoral          <NA>
## 2279                                                Professional   1000-9,999 
## 2280 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 2281                                                  Masterâ\200\231s     > 10,000 
## 2282                                                  Masterâ\200\231s          <NA>
## 2283                                                  Masterâ\200\231s       50-249 
## 2284                                                Bachelorâ\200\231s          <NA>
## 2285                                                    Doctoral       50-249 
## 2286                                                Professional         0-49 
## 2287                                                  Masterâ\200\231s      250-999 
## 2288                                                Bachelorâ\200\231s      250-999 
## 2289                                                  Masterâ\200\231s     > 10,000 
## 2290                                                  Masterâ\200\231s      250-999 
## 2291                                                Bachelorâ\200\231s     > 10,000 
## 2292                                                    Doctoral     > 10,000 
## 2293                                                Bachelorâ\200\231s         0-49 
## 2294                                                Bachelorâ\200\231s       50-249 
## 2295                                                  Masterâ\200\231s   1000-9,999 
## 2296                                                    Doctoral       50-249 
## 2297                                                    Doctoral          <NA>
## 2298                                                  Masterâ\200\231s     > 10,000 
## 2299                                       I prefer not to answer        0-49 
## 2300                                                Professional       50-249 
## 2301                                                  Masterâ\200\231s         0-49 
## 2302                                                  Masterâ\200\231s      250-999 
## 2303                                                  Masterâ\200\231s     > 10,000 
## 2304                                                  Masterâ\200\231s         0-49 
## 2305                                                Bachelorâ\200\231s       50-249 
## 2306                                                Bachelorâ\200\231s     > 10,000 
## 2307                                                  Masterâ\200\231s     > 10,000 
## 2308                                                Bachelorâ\200\231s     > 10,000 
## 2309                                                  Masterâ\200\231s     > 10,000 
## 2310                                                  Masterâ\200\231s          <NA>
## 2311                                                  Masterâ\200\231s   1000-9,999 
## 2312                                                Bachelorâ\200\231s          <NA>
## 2313                                                Bachelorâ\200\231s   1000-9,999 
## 2314                                                Bachelorâ\200\231s      250-999 
## 2315                                                  Masterâ\200\231s     > 10,000 
## 2316                                       I prefer not to answer      50-249 
## 2317                                                Bachelorâ\200\231s       50-249 
## 2318                                                  Masterâ\200\231s         0-49 
## 2319                                                Bachelorâ\200\231s          <NA>
## 2320                                                Bachelorâ\200\231s          <NA>
## 2321                                                Bachelorâ\200\231s      250-999 
## 2322                                                  Masterâ\200\231s         0-49 
## 2323                                                  Masterâ\200\231s      250-999 
## 2324                                                  Masterâ\200\231s          <NA>
## 2325                                                  Masterâ\200\231s     > 10,000 
## 2326                                                Bachelorâ\200\231s   1000-9,999 
## 2327                                                Professional       50-249 
## 2328                                                Bachelorâ\200\231s       50-249 
## 2329                                                Bachelorâ\200\231s     > 10,000 
## 2330                                                Bachelorâ\200\231s          <NA>
## 2331                                                  Masterâ\200\231s   1000-9,999 
## 2332                                                    Doctoral       50-249 
## 2333                                                  Masterâ\200\231s   1000-9,999 
## 2334                                                  Masterâ\200\231s       50-249 
## 2335                                                  Masterâ\200\231s          <NA>
## 2336                                                  Masterâ\200\231s          <NA>
## 2337                                                Bachelorâ\200\231s       50-249 
## 2338                                                  Masterâ\200\231s     > 10,000 
## 2339                                                    Doctoral   1000-9,999 
## 2340 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 2341                                                    Doctoral     > 10,000 
## 2342                                                Bachelorâ\200\231s         0-49 
## 2343                                                Bachelorâ\200\231s     > 10,000 
## 2344                                                Bachelorâ\200\231s          <NA>
## 2345                                                Bachelorâ\200\231s          <NA>
## 2346                                                  Masterâ\200\231s          <NA>
## 2347                                                  Masterâ\200\231s          <NA>
## 2348                                                Bachelorâ\200\231s          <NA>
## 2349                                                  Masterâ\200\231s     > 10,000 
## 2350                                                Bachelorâ\200\231s          <NA>
## 2351                                                    Doctoral   1000-9,999 
## 2352                                                  Masterâ\200\231s      250-999 
## 2353                                                  Masterâ\200\231s         0-49 
## 2354                                                    Doctoral       50-249 
## 2355                                                  Masterâ\200\231s   1000-9,999 
## 2356                                                  Masterâ\200\231s     > 10,000 
## 2357                                                Bachelorâ\200\231s          <NA>
## 2358                                                  Masterâ\200\231s         0-49 
## 2359                                                    Doctoral     > 10,000 
## 2360                                                  Masterâ\200\231s       50-249 
## 2361                                                Bachelorâ\200\231s       50-249 
## 2362                                                Bachelorâ\200\231s     > 10,000 
## 2363                                                Bachelorâ\200\231s         0-49 
## 2364                                                Bachelorâ\200\231s         0-49 
## 2365                                                  Masterâ\200\231s          <NA>
## 2366                                                    Doctoral       50-249 
## 2367 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 2368                                                Bachelorâ\200\231s          <NA>
## 2369                                                Bachelorâ\200\231s      250-999 
## 2370                                                Bachelorâ\200\231s       50-249 
## 2371                                                    Doctoral     > 10,000 
## 2372                                                Bachelorâ\200\231s          <NA>
## 2373 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 2374                                                  Masterâ\200\231s       50-249 
## 2375                                                Bachelorâ\200\231s         0-49 
## 2376 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 2377                                                  Masterâ\200\231s         0-49 
## 2378                                                  Masterâ\200\231s       50-249 
## 2379                                                  Masterâ\200\231s   1000-9,999 
## 2380                                                  Masterâ\200\231s          <NA>
## 2381                                                    Doctoral         0-49 
## 2382                                                Bachelorâ\200\231s       50-249 
## 2383                                                  Masterâ\200\231s     > 10,000 
## 2384                                                    Doctoral         0-49 
## 2385                                                  Masterâ\200\231s       50-249 
## 2386                                                    Doctoral     > 10,000 
## 2387                                                Bachelorâ\200\231s   1000-9,999 
## 2388                                                  Masterâ\200\231s          <NA>
## 2389                                                  Masterâ\200\231s   1000-9,999 
## 2390                                                Bachelorâ\200\231s          <NA>
## 2391                                                  Masterâ\200\231s         0-49 
## 2392                                                Bachelorâ\200\231s     > 10,000 
## 2393                                                Bachelorâ\200\231s         0-49 
## 2394                                                Bachelorâ\200\231s   1000-9,999 
## 2395                                                Bachelorâ\200\231s   1000-9,999 
## 2396                                                  Masterâ\200\231s   1000-9,999 
## 2397                                                Bachelorâ\200\231s          <NA>
## 2398                                                    Doctoral         0-49 
## 2399                                                Bachelorâ\200\231s          <NA>
## 2400                                                Bachelorâ\200\231s          <NA>
## 2401                                                  Masterâ\200\231s     > 10,000 
## 2402                                                  Masterâ\200\231s     > 10,000 
## 2403                                                  Masterâ\200\231s          <NA>
## 2404                                                  Masterâ\200\231s     > 10,000 
## 2405                                                    Doctoral          <NA>
## 2406                                                Professional         0-49 
## 2407                                                    Doctoral      250-999 
## 2408                                                Bachelorâ\200\231s     > 10,000 
## 2409                                                    Doctoral          <NA>
## 2410                                                    Doctoral      250-999 
## 2411                                                Professional     > 10,000 
## 2412                                                  Masterâ\200\231s     > 10,000 
## 2413                                                Bachelorâ\200\231s         0-49 
## 2414                                                  Masterâ\200\231s         0-49 
## 2415                                                Bachelorâ\200\231s   1000-9,999 
## 2416                                                  Masterâ\200\231s     > 10,000 
## 2417 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 2418                                                  Masterâ\200\231s     > 10,000 
## 2419                                                  Masterâ\200\231s          <NA>
## 2420                                       I prefer not to answer         <NA>
## 2421                                                Bachelorâ\200\231s          <NA>
## 2422                                                Bachelorâ\200\231s          <NA>
## 2423                                                    Doctoral      250-999 
## 2424                                                Bachelorâ\200\231s   1000-9,999 
## 2425                                                    Doctoral         0-49 
## 2426                                                  Masterâ\200\231s          <NA>
## 2427                                                  Masterâ\200\231s      250-999 
## 2428                                                  Masterâ\200\231s          <NA>
## 2429                                                  Masterâ\200\231s     > 10,000 
## 2430                                                  Masterâ\200\231s   1000-9,999 
## 2431                                                Professional       50-249 
## 2432                                                Bachelorâ\200\231s          <NA>
## 2433                                                  Masterâ\200\231s         0-49 
## 2434                                                  Masterâ\200\231s          <NA>
## 2435                                                  Masterâ\200\231s   1000-9,999 
## 2436                                                  Masterâ\200\231s   1000-9,999 
## 2437                                                  Masterâ\200\231s   1000-9,999 
## 2438                                                Bachelorâ\200\231s         0-49 
## 2439                                                Bachelorâ\200\231s         0-49 
## 2440                                                    Doctoral   1000-9,999 
## 2441                                                Bachelorâ\200\231s          <NA>
## 2442                                                Bachelorâ\200\231s          <NA>
## 2443                                                Bachelorâ\200\231s     > 10,000 
## 2444                                                  Masterâ\200\231s      250-999 
## 2445                                                    Doctoral     > 10,000 
## 2446                                                  Masterâ\200\231s     > 10,000 
## 2447                                                Bachelorâ\200\231s          <NA>
## 2448                                                  Masterâ\200\231s   1000-9,999 
## 2449                                                  Masterâ\200\231s      250-999 
## 2450                                                  Masterâ\200\231s     > 10,000 
## 2451                                                  Masterâ\200\231s         0-49 
## 2452                                                    Doctoral   1000-9,999 
## 2453                                                Professional     > 10,000 
## 2454                                                Professional       50-249 
## 2455                                                  Masterâ\200\231s   1000-9,999 
## 2456                                                    Doctoral   1000-9,999 
## 2457                                                Bachelorâ\200\231s          <NA>
## 2458                                                  Masterâ\200\231s      250-999 
## 2459                                                Bachelorâ\200\231s     > 10,000 
## 2460                                                    Doctoral     > 10,000 
## 2461                                                    Doctoral   1000-9,999 
## 2462                                                  Masterâ\200\231s         0-49 
## 2463                                                  Masterâ\200\231s      250-999 
## 2464                                                  Masterâ\200\231s   1000-9,999 
## 2465                                                  Masterâ\200\231s      250-999 
## 2466                                                  Masterâ\200\231s   1000-9,999 
## 2467                                                Bachelorâ\200\231s          <NA>
## 2468                                                  Masterâ\200\231s     > 10,000 
## 2469                                                  Masterâ\200\231s      250-999 
## 2470                                                  Masterâ\200\231s          <NA>
## 2471                                                Bachelorâ\200\231s         0-49 
## 2472                                                Bachelorâ\200\231s          <NA>
## 2473                                                Bachelorâ\200\231s     > 10,000 
## 2474                                                    Doctoral         0-49 
## 2475                                                  Masterâ\200\231s          <NA>
## 2476                                                  Masterâ\200\231s         0-49 
## 2477                                                  Masterâ\200\231s     > 10,000 
## 2478                                                  Masterâ\200\231s          <NA>
## 2479                                                  Masterâ\200\231s   1000-9,999 
## 2480                                                  Masterâ\200\231s   1000-9,999 
## 2481 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2482                                                Bachelorâ\200\231s   1000-9,999 
## 2483                                                    Doctoral          <NA>
## 2484                                                  Masterâ\200\231s          <NA>
## 2485                                                Bachelorâ\200\231s          <NA>
## 2486                                                    Doctoral       50-249 
## 2487                                                Bachelorâ\200\231s         0-49 
## 2488                                                Bachelorâ\200\231s          <NA>
## 2489                                                Bachelorâ\200\231s         0-49 
## 2490                                                  Masterâ\200\231s      250-999 
## 2491                                                  Masterâ\200\231s         0-49 
## 2492                                                Bachelorâ\200\231s     > 10,000 
## 2493                                                  Masterâ\200\231s   1000-9,999 
## 2494                                                Bachelorâ\200\231s     > 10,000 
## 2495                                                  Masterâ\200\231s   1000-9,999 
## 2496                                                    Doctoral     > 10,000 
## 2497 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2498                                                Bachelorâ\200\231s      250-999 
## 2499                                                Bachelorâ\200\231s     > 10,000 
## 2500                                                Bachelorâ\200\231s          <NA>
## 2501                                                  Masterâ\200\231s         0-49 
## 2502                                                Bachelorâ\200\231s         0-49 
## 2503                                                Bachelorâ\200\231s          <NA>
## 2504                                                Bachelorâ\200\231s     > 10,000 
## 2505                                                Bachelorâ\200\231s     > 10,000 
## 2506                                                Bachelorâ\200\231s          <NA>
## 2507                                                    Doctoral   1000-9,999 
## 2508 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 2509                                                  Masterâ\200\231s      250-999 
## 2510                                                  Masterâ\200\231s     > 10,000 
## 2511                                                Bachelorâ\200\231s          <NA>
## 2512                                                Bachelorâ\200\231s       50-249 
## 2513                                                    Doctoral       50-249 
## 2514                                                  Masterâ\200\231s         0-49 
## 2515 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2516                                                  Masterâ\200\231s          <NA>
## 2517                                                Bachelorâ\200\231s      250-999 
## 2518                                                Bachelorâ\200\231s   1000-9,999 
## 2519                                                    Doctoral   1000-9,999 
## 2520                                                  Masterâ\200\231s          <NA>
## 2521                                                  Masterâ\200\231s         0-49 
## 2522                                                Bachelorâ\200\231s         0-49 
## 2523                                                Bachelorâ\200\231s     > 10,000 
## 2524                                                Bachelorâ\200\231s         0-49 
## 2525                                                  Masterâ\200\231s         0-49 
## 2526                                                  Masterâ\200\231s       50-249 
## 2527                                                  Masterâ\200\231s     > 10,000 
## 2528                                                    Doctoral         0-49 
## 2529                                                Bachelorâ\200\231s     > 10,000 
## 2530                                                    Doctoral     > 10,000 
## 2531                                                  Masterâ\200\231s       50-249 
## 2532                                                    Doctoral      250-999 
## 2533                                                    Doctoral     > 10,000 
## 2534                                                  Masterâ\200\231s       50-249 
## 2535                                                Bachelorâ\200\231s         0-49 
## 2536                                                  Masterâ\200\231s   1000-9,999 
## 2537                                                  Masterâ\200\231s     > 10,000 
## 2538                                                Bachelorâ\200\231s          <NA>
## 2539                                                Bachelorâ\200\231s          <NA>
## 2540                                                Bachelorâ\200\231s          <NA>
## 2541                                                  Masterâ\200\231s      250-999 
## 2542                                                  Masterâ\200\231s          <NA>
## 2543                                                Bachelorâ\200\231s          <NA>
## 2544                                                Bachelorâ\200\231s         0-49 
## 2545                                                  Masterâ\200\231s     > 10,000 
## 2546                                                Professional       50-249 
## 2547                                                  Masterâ\200\231s     > 10,000 
## 2548                                                  Masterâ\200\231s   1000-9,999 
## 2549                                                  Masterâ\200\231s          <NA>
## 2550                                                  Masterâ\200\231s     > 10,000 
## 2551                                                  Masterâ\200\231s     > 10,000 
## 2552                                                  Masterâ\200\231s   1000-9,999 
## 2553                                                Bachelorâ\200\231s     > 10,000 
## 2554                                                  Masterâ\200\231s      250-999 
## 2555                                                  Masterâ\200\231s       50-249 
## 2556                                                  Masterâ\200\231s     > 10,000 
## 2557                                                  Masterâ\200\231s         0-49 
## 2558                                                Bachelorâ\200\231s       50-249 
## 2559                                                    Doctoral       50-249 
## 2560                                                  Masterâ\200\231s         0-49 
## 2561                                                  Masterâ\200\231s         0-49 
## 2562 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2563                                                    Doctoral     > 10,000 
## 2564                                                    Doctoral         0-49 
## 2565                                                  Masterâ\200\231s          <NA>
## 2566                                                  Masterâ\200\231s      250-999 
## 2567                                                Bachelorâ\200\231s         0-49 
## 2568                                                Bachelorâ\200\231s      250-999 
## 2569                                                Bachelorâ\200\231s         0-49 
## 2570                                                  Masterâ\200\231s     > 10,000 
## 2571                                                  Masterâ\200\231s     > 10,000 
## 2572                                                  Masterâ\200\231s         0-49 
## 2573                                                Professional      250-999 
## 2574                         No formal education past high school        0-49 
## 2575                                                  Masterâ\200\231s      250-999 
## 2576                                                Bachelorâ\200\231s   1000-9,999 
## 2577                                                  Masterâ\200\231s   1000-9,999 
## 2578                                                Bachelorâ\200\231s     > 10,000 
## 2579                                                  Masterâ\200\231s   1000-9,999 
## 2580                                                  Masterâ\200\231s          <NA>
## 2581                                                  Masterâ\200\231s         0-49 
## 2582                                                  Masterâ\200\231s         0-49 
## 2583                                                  Masterâ\200\231s         0-49 
## 2584                                                Bachelorâ\200\231s         0-49 
## 2585 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2586                                       I prefer not to answer    > 10,000 
## 2587                                                  Masterâ\200\231s       50-249 
## 2588                                                  Masterâ\200\231s      250-999 
## 2589                                                  Masterâ\200\231s   1000-9,999 
## 2590                                                  Masterâ\200\231s       50-249 
## 2591                                                Bachelorâ\200\231s     > 10,000 
## 2592                                                    Doctoral   1000-9,999 
## 2593                         No formal education past high school         <NA>
## 2594                                                  Masterâ\200\231s          <NA>
## 2595 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2596                                                  Masterâ\200\231s     > 10,000 
## 2597                                                Bachelorâ\200\231s          <NA>
## 2598                                                Bachelorâ\200\231s          <NA>
## 2599                                                  Masterâ\200\231s   1000-9,999 
## 2600                                                Professional     > 10,000 
## 2601                                                  Masterâ\200\231s       50-249 
## 2602                                                  Masterâ\200\231s     > 10,000 
## 2603                                                Professional          <NA>
## 2604                                                  Masterâ\200\231s         0-49 
## 2605                                                    Doctoral     > 10,000 
## 2606                                                Bachelorâ\200\231s       50-249 
## 2607                                                  Masterâ\200\231s     > 10,000 
## 2608                                                Bachelorâ\200\231s          <NA>
## 2609                                                Bachelorâ\200\231s          <NA>
## 2610                                                  Masterâ\200\231s          <NA>
## 2611                                                  Masterâ\200\231s          <NA>
## 2612                                                  Masterâ\200\231s         0-49 
## 2613                                                Bachelorâ\200\231s          <NA>
## 2614                                                Bachelorâ\200\231s          <NA>
## 2615                                                    Doctoral         0-49 
## 2616                                                Bachelorâ\200\231s     > 10,000 
## 2617                                                Bachelorâ\200\231s       50-249 
## 2618                                                    Doctoral       50-249 
## 2619                                                Bachelorâ\200\231s      250-999 
## 2620                                                    Doctoral       50-249 
## 2621                                                  Masterâ\200\231s          <NA>
## 2622                                                Bachelorâ\200\231s      250-999 
## 2623                                                    Doctoral         0-49 
## 2624                                                  Masterâ\200\231s          <NA>
## 2625                                                  Masterâ\200\231s      250-999 
## 2626                                                Bachelorâ\200\231s       50-249 
## 2627                                                    Doctoral   1000-9,999 
## 2628                                                  Masterâ\200\231s   1000-9,999 
## 2629                                                  Masterâ\200\231s          <NA>
## 2630                                                Bachelorâ\200\231s   1000-9,999 
## 2631                                                Bachelorâ\200\231s      250-999 
## 2632                                                Bachelorâ\200\231s          <NA>
## 2633                                                Bachelorâ\200\231s     > 10,000 
## 2634                                                Bachelorâ\200\231s          <NA>
## 2635                                                  Masterâ\200\231s   1000-9,999 
## 2636                                                    Doctoral   1000-9,999 
## 2637                                                    Doctoral          <NA>
## 2638                                                Bachelorâ\200\231s          <NA>
## 2639                                                  Masterâ\200\231s       50-249 
## 2640                         No formal education past high school      50-249 
## 2641                                                Professional         0-49 
## 2642                                                    Doctoral         0-49 
## 2643                                                Bachelorâ\200\231s         0-49 
## 2644                                                Bachelorâ\200\231s     > 10,000 
## 2645                                                    Doctoral   1000-9,999 
## 2646                                                  Masterâ\200\231s   1000-9,999 
## 2647                                                Bachelorâ\200\231s          <NA>
## 2648                                                  Masterâ\200\231s     > 10,000 
## 2649                                                Bachelorâ\200\231s   1000-9,999 
## 2650 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2651                                                  Masterâ\200\231s     > 10,000 
## 2652                                                    Doctoral       50-249 
## 2653                                                  Masterâ\200\231s         0-49 
## 2654                                                  Masterâ\200\231s     > 10,000 
## 2655                                                  Masterâ\200\231s       50-249 
## 2656                                                  Masterâ\200\231s   1000-9,999 
## 2657                                                    Doctoral       50-249 
## 2658                                                Bachelorâ\200\231s          <NA>
## 2659                                                    Doctoral      250-999 
## 2660                                                    Doctoral         0-49 
## 2661                                                Bachelorâ\200\231s          <NA>
## 2662                                                Bachelorâ\200\231s     > 10,000 
## 2663                                                  Masterâ\200\231s          <NA>
## 2664                         No formal education past high school  1000-9,999 
## 2665 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2666                                                  Masterâ\200\231s      250-999 
## 2667                                                Professional       50-249 
## 2668                                                    Doctoral       50-249 
## 2669                                                  Masterâ\200\231s          <NA>
## 2670                                                Bachelorâ\200\231s     > 10,000 
## 2671                                                Bachelorâ\200\231s       50-249 
## 2672                                                  Masterâ\200\231s      250-999 
## 2673                                                Bachelorâ\200\231s          <NA>
## 2674                                                Bachelorâ\200\231s       50-249 
## 2675                                                  Masterâ\200\231s          <NA>
## 2676                                                Bachelorâ\200\231s       50-249 
## 2677                                                  Masterâ\200\231s          <NA>
## 2678                                                    Doctoral          <NA>
## 2679                                                    Doctoral       50-249 
## 2680                                                Bachelorâ\200\231s      250-999 
## 2681                                                Bachelorâ\200\231s          <NA>
## 2682                                                  Masterâ\200\231s   1000-9,999 
## 2683 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2684                                                    Doctoral     > 10,000 
## 2685                                                Bachelorâ\200\231s     > 10,000 
## 2686                                                Professional         0-49 
## 2687                                                Bachelorâ\200\231s     > 10,000 
## 2688                                                Bachelorâ\200\231s   1000-9,999 
## 2689                                                    Doctoral       50-249 
## 2690                                                Professional   1000-9,999 
## 2691                                                Bachelorâ\200\231s         0-49 
## 2692                                                  Masterâ\200\231s       50-249 
## 2693                                                    Doctoral          <NA>
## 2694                                                  Masterâ\200\231s         0-49 
## 2695                                                Bachelorâ\200\231s       50-249 
## 2696                                                Bachelorâ\200\231s   1000-9,999 
## 2697 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 2698                                                  Masterâ\200\231s      250-999 
## 2699                                                  Masterâ\200\231s          <NA>
## 2700 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 2701                                                Bachelorâ\200\231s          <NA>
## 2702 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2703                                                Bachelorâ\200\231s          <NA>
## 2704                                                  Masterâ\200\231s      250-999 
## 2705                                                Bachelorâ\200\231s      250-999 
## 2706                                                    Doctoral   1000-9,999 
## 2707                                                  Masterâ\200\231s         0-49 
## 2708                                                  Masterâ\200\231s          <NA>
## 2709                                                Professional     > 10,000 
## 2710                                                Professional       50-249 
## 2711                                                Bachelorâ\200\231s      250-999 
## 2712                                                Bachelorâ\200\231s         0-49 
## 2713                                                  Masterâ\200\231s       50-249 
## 2714                                                Bachelorâ\200\231s      250-999 
## 2715                                                    Doctoral   1000-9,999 
## 2716                                                Bachelorâ\200\231s          <NA>
## 2717                                                Bachelorâ\200\231s          <NA>
## 2718                                                Bachelorâ\200\231s      250-999 
## 2719                                                  Masterâ\200\231s         0-49 
## 2720                                                Bachelorâ\200\231s          <NA>
## 2721                                                    Doctoral      250-999 
## 2722                                                  Masterâ\200\231s     > 10,000 
## 2723                                                    Doctoral      250-999 
## 2724                                                  Masterâ\200\231s      250-999 
## 2725                                                  Masterâ\200\231s      250-999 
## 2726                                                    Doctoral       50-249 
## 2727                                                  Masterâ\200\231s   1000-9,999 
## 2728                                                  Masterâ\200\231s      250-999 
## 2729                                                Bachelorâ\200\231s          <NA>
## 2730                                       I prefer not to answer         <NA>
## 2731                                                  Masterâ\200\231s   1000-9,999 
## 2732                                                  Masterâ\200\231s       50-249 
## 2733                                                  Masterâ\200\231s       50-249 
## 2734                                                  Masterâ\200\231s          <NA>
## 2735                                                Bachelorâ\200\231s     > 10,000 
## 2736                                                  Masterâ\200\231s     > 10,000 
## 2737                                                    Doctoral         0-49 
## 2738                                                    Doctoral          <NA>
## 2739                                       I prefer not to answer        0-49 
## 2740                                                  Masterâ\200\231s       50-249 
## 2741                                                Bachelorâ\200\231s     > 10,000 
## 2742                                                  Masterâ\200\231s     > 10,000 
## 2743 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2744                                                  Masterâ\200\231s     > 10,000 
## 2745                                                  Masterâ\200\231s     > 10,000 
## 2746                                                  Masterâ\200\231s   1000-9,999 
## 2747                                                  Masterâ\200\231s     > 10,000 
## 2748                                                Professional          <NA>
## 2749                                                  Masterâ\200\231s   1000-9,999 
## 2750 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2751                                                Bachelorâ\200\231s   1000-9,999 
## 2752                                                Bachelorâ\200\231s         0-49 
## 2753                                                Bachelorâ\200\231s      250-999 
## 2754                                                Bachelorâ\200\231s     > 10,000 
## 2755                                                Bachelorâ\200\231s      250-999 
## 2756                                                  Masterâ\200\231s      250-999 
## 2757                                                  Masterâ\200\231s         0-49 
## 2758                                                  Masterâ\200\231s         0-49 
## 2759                                                Bachelorâ\200\231s         0-49 
## 2760 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2761                                                  Masterâ\200\231s      250-999 
## 2762                                                    Doctoral     > 10,000 
## 2763                                                Professional          <NA>
## 2764                                                Bachelorâ\200\231s          <NA>
## 2765                                                  Masterâ\200\231s       50-249 
## 2766                                                Bachelorâ\200\231s     > 10,000 
## 2767                                                Bachelorâ\200\231s       50-249 
## 2768                                                Bachelorâ\200\231s         0-49 
## 2769                                                  Masterâ\200\231s       50-249 
## 2770                                                  Masterâ\200\231s   1000-9,999 
## 2771                                                Bachelorâ\200\231s          <NA>
## 2772                                                  Masterâ\200\231s   1000-9,999 
## 2773                                                    Doctoral     > 10,000 
## 2774                                                  Masterâ\200\231s          <NA>
## 2775                                       I prefer not to answer  1000-9,999 
## 2776                                                Bachelorâ\200\231s   1000-9,999 
## 2777                                                  Masterâ\200\231s          <NA>
## 2778                                                    Doctoral          <NA>
## 2779                                                Bachelorâ\200\231s          <NA>
## 2780                                                Bachelorâ\200\231s   1000-9,999 
## 2781                                                  Masterâ\200\231s      250-999 
## 2782                                                  Masterâ\200\231s   1000-9,999 
## 2783                                                Bachelorâ\200\231s          <NA>
## 2784                                                  Masterâ\200\231s      250-999 
## 2785                                                Bachelorâ\200\231s         0-49 
## 2786                                                    Doctoral         0-49 
## 2787                                                  Masterâ\200\231s         0-49 
## 2788                                                Bachelorâ\200\231s   1000-9,999 
## 2789                                                Bachelorâ\200\231s          <NA>
## 2790                                                    Doctoral     > 10,000 
## 2791                                                  Masterâ\200\231s         0-49 
## 2792                                                  Masterâ\200\231s   1000-9,999 
## 2793                                                  Masterâ\200\231s         0-49 
## 2794                                                Bachelorâ\200\231s          <NA>
## 2795                                                Professional          <NA>
## 2796                                                  Masterâ\200\231s      250-999 
## 2797                                                  Masterâ\200\231s         0-49 
## 2798                                                    Doctoral     > 10,000 
## 2799                                                Professional      250-999 
## 2800                                                Bachelorâ\200\231s         0-49 
## 2801                                                    Doctoral         0-49 
## 2802                                                  Masterâ\200\231s       50-249 
## 2803                                                    Doctoral     > 10,000 
## 2804                                                  Masterâ\200\231s         0-49 
## 2805                                                    Doctoral         0-49 
## 2806                                                Bachelorâ\200\231s     > 10,000 
## 2807                                                Bachelorâ\200\231s         0-49 
## 2808                                                Bachelorâ\200\231s          <NA>
## 2809                                                Bachelorâ\200\231s     > 10,000 
## 2810                                                Bachelorâ\200\231s          <NA>
## 2811                                                Bachelorâ\200\231s     > 10,000 
## 2812                                                Bachelorâ\200\231s         0-49 
## 2813                                                  Masterâ\200\231s       50-249 
## 2814                                                    Doctoral      250-999 
## 2815                                                  Masterâ\200\231s          <NA>
## 2816                         No formal education past high school      50-249 
## 2817                                                  Masterâ\200\231s   1000-9,999 
## 2818                                                Professional      250-999 
## 2819                         No formal education past high school        0-49 
## 2820                                                  Masterâ\200\231s         0-49 
## 2821                                                  Masterâ\200\231s   1000-9,999 
## 2822                                                Bachelorâ\200\231s          <NA>
## 2823                                       I prefer not to answer         <NA>
## 2824                                                Bachelorâ\200\231s         0-49 
## 2825                                                    Doctoral      250-999 
## 2826                                                  Masterâ\200\231s         0-49 
## 2827                                                Bachelorâ\200\231s          <NA>
## 2828                                                  Masterâ\200\231s          <NA>
## 2829                                                Professional     > 10,000 
## 2830                                                Bachelorâ\200\231s       50-249 
## 2831                                                Bachelorâ\200\231s          <NA>
## 2832                                                Bachelorâ\200\231s      250-999 
## 2833                                                  Masterâ\200\231s   1000-9,999 
## 2834                                                Bachelorâ\200\231s     > 10,000 
## 2835                                                Professional          <NA>
## 2836                                                Bachelorâ\200\231s         0-49 
## 2837                                                Bachelorâ\200\231s     > 10,000 
## 2838                                                Bachelorâ\200\231s          <NA>
## 2839                                                  Masterâ\200\231s         0-49 
## 2840                                                Bachelorâ\200\231s          <NA>
## 2841                                                    Doctoral       50-249 
## 2842                                                  Masterâ\200\231s      250-999 
## 2843                                                Bachelorâ\200\231s         0-49 
## 2844                                                  Masterâ\200\231s   1000-9,999 
## 2845                                                Bachelorâ\200\231s          <NA>
## 2846                                                    Doctoral      250-999 
## 2847                                                  Masterâ\200\231s     > 10,000 
## 2848                                                Bachelorâ\200\231s          <NA>
## 2849                                                    Doctoral       50-249 
## 2850                                                  Masterâ\200\231s   1000-9,999 
## 2851                                                Bachelorâ\200\231s         0-49 
## 2852                                                Bachelorâ\200\231s          <NA>
## 2853                                                Professional   1000-9,999 
## 2854                                                  Masterâ\200\231s         0-49 
## 2855                                                Professional          <NA>
## 2856                                                  Masterâ\200\231s   1000-9,999 
## 2857                                                  Masterâ\200\231s         0-49 
## 2858                                                Bachelorâ\200\231s         0-49 
## 2859                                                Bachelorâ\200\231s          <NA>
## 2860                                                Bachelorâ\200\231s          <NA>
## 2861 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 2862                                                Bachelorâ\200\231s   1000-9,999 
## 2863                                                  Masterâ\200\231s      250-999 
## 2864                                                Bachelorâ\200\231s   1000-9,999 
## 2865                                                Bachelorâ\200\231s   1000-9,999 
## 2866                                                  Masterâ\200\231s          <NA>
## 2867                                                  Masterâ\200\231s         0-49 
## 2868                                                  Masterâ\200\231s     > 10,000 
## 2869                                                  Masterâ\200\231s      250-999 
## 2870                                                Bachelorâ\200\231s          <NA>
## 2871                                       I prefer not to answer        0-49 
## 2872                                                    Doctoral     > 10,000 
## 2873                                                  Masterâ\200\231s          <NA>
## 2874                                                Bachelorâ\200\231s          <NA>
## 2875                                                Bachelorâ\200\231s      250-999 
## 2876                                                  Masterâ\200\231s         0-49 
## 2877                                                Bachelorâ\200\231s      250-999 
## 2878                                                  Masterâ\200\231s   1000-9,999 
## 2879                                                Professional     > 10,000 
## 2880                                                Bachelorâ\200\231s         0-49 
## 2881                                                  Masterâ\200\231s         0-49 
## 2882                                                  Masterâ\200\231s     > 10,000 
## 2883                                       I prefer not to answer         <NA>
## 2884                                                Bachelorâ\200\231s          <NA>
## 2885                                                  Masterâ\200\231s     > 10,000 
## 2886                                                Bachelorâ\200\231s   1000-9,999 
## 2887                                                Bachelorâ\200\231s         0-49 
## 2888                                                  Masterâ\200\231s   1000-9,999 
## 2889                                                    Doctoral   1000-9,999 
## 2890                                                  Masterâ\200\231s     > 10,000 
## 2891                                                Bachelorâ\200\231s       50-249 
## 2892                                                  Masterâ\200\231s      250-999 
## 2893                                                Bachelorâ\200\231s       50-249 
## 2894                                                Bachelorâ\200\231s      250-999 
## 2895                                                  Masterâ\200\231s         0-49 
## 2896                                                  Masterâ\200\231s          <NA>
## 2897                                                  Masterâ\200\231s      250-999 
## 2898                                                  Masterâ\200\231s     > 10,000 
## 2899                                                    Doctoral          <NA>
## 2900                                                Bachelorâ\200\231s          <NA>
## 2901                                                  Masterâ\200\231s          <NA>
## 2902                                                  Masterâ\200\231s          <NA>
## 2903                                                  Masterâ\200\231s          <NA>
## 2904                                                Professional          <NA>
## 2905                                                  Masterâ\200\231s         0-49 
## 2906                                                    Doctoral   1000-9,999 
## 2907                                                  Masterâ\200\231s     > 10,000 
## 2908                                                  Masterâ\200\231s         0-49 
## 2909                                                Bachelorâ\200\231s         0-49 
## 2910                                                    Doctoral      250-999 
## 2911                                                    Doctoral          <NA>
## 2912                                                  Masterâ\200\231s     > 10,000 
## 2913                                                    Doctoral      250-999 
## 2914                                                  Masterâ\200\231s     > 10,000 
## 2915                                                  Masterâ\200\231s          <NA>
## 2916 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2917                                                  Masterâ\200\231s     > 10,000 
## 2918                                                    Doctoral         0-49 
## 2919                                                  Masterâ\200\231s     > 10,000 
## 2920                                                    Doctoral          <NA>
## 2921                                                  Masterâ\200\231s   1000-9,999 
## 2922                                                    Doctoral       50-249 
## 2923                                                Professional   1000-9,999 
## 2924                                                    Doctoral       50-249 
## 2925                                                  Masterâ\200\231s     > 10,000 
## 2926                                                Bachelorâ\200\231s          <NA>
## 2927                                                Bachelorâ\200\231s          <NA>
## 2928                                                Bachelorâ\200\231s          <NA>
## 2929                                                Bachelorâ\200\231s     > 10,000 
## 2930                                                    Doctoral       50-249 
## 2931                                                Bachelorâ\200\231s          <NA>
## 2932                                                Bachelorâ\200\231s   1000-9,999 
## 2933                                                Bachelorâ\200\231s          <NA>
## 2934                                                  Masterâ\200\231s      250-999 
## 2935                                                  Masterâ\200\231s          <NA>
## 2936 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 2937                                                Bachelorâ\200\231s          <NA>
## 2938                                                Professional     > 10,000 
## 2939                                                Bachelorâ\200\231s   1000-9,999 
## 2940                                                  Masterâ\200\231s       50-249 
## 2941                                                  Masterâ\200\231s         0-49 
## 2942                                                  Masterâ\200\231s     > 10,000 
## 2943                                                Bachelorâ\200\231s          <NA>
## 2944                                                  Masterâ\200\231s      250-999 
## 2945                                                  Masterâ\200\231s   1000-9,999 
## 2946                                                Bachelorâ\200\231s          <NA>
## 2947                                                Bachelorâ\200\231s          <NA>
## 2948                                                  Masterâ\200\231s     > 10,000 
## 2949                                                Bachelorâ\200\231s          <NA>
## 2950                                                  Masterâ\200\231s          <NA>
## 2951                                                Bachelorâ\200\231s          <NA>
## 2952                                                  Masterâ\200\231s   1000-9,999 
## 2953                                                  Masterâ\200\231s          <NA>
## 2954                                                  Masterâ\200\231s          <NA>
## 2955                                                Bachelorâ\200\231s       50-249 
## 2956                                                Professional         0-49 
## 2957                                                Professional         0-49 
## 2958                                                    Doctoral      250-999 
## 2959                                                  Masterâ\200\231s       50-249 
## 2960                                                  Masterâ\200\231s         0-49 
## 2961                                                    Doctoral         0-49 
## 2962                                                    Doctoral         0-49 
## 2963                                                  Masterâ\200\231s       50-249 
## 2964                                                Bachelorâ\200\231s   1000-9,999 
## 2965 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2966                                                Bachelorâ\200\231s         0-49 
## 2967                                                Bachelorâ\200\231s          <NA>
## 2968                                                  Masterâ\200\231s   1000-9,999 
## 2969                                                Bachelorâ\200\231s          <NA>
## 2970                                                Bachelorâ\200\231s   1000-9,999 
## 2971                                                  Masterâ\200\231s          <NA>
## 2972                                                Bachelorâ\200\231s          <NA>
## 2973                                                Bachelorâ\200\231s          <NA>
## 2974                                                Bachelorâ\200\231s         0-49 
## 2975                                                  Masterâ\200\231s          <NA>
## 2976                                                    Doctoral      250-999 
## 2977                                                Bachelorâ\200\231s         0-49 
## 2978                                                    Doctoral   1000-9,999 
## 2979                                                  Masterâ\200\231s     > 10,000 
## 2980 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 2981                                                  Masterâ\200\231s       50-249 
## 2982                                                  Masterâ\200\231s   1000-9,999 
## 2983                         No formal education past high school     250-999 
## 2984                                                  Masterâ\200\231s   1000-9,999 
## 2985                                                Bachelorâ\200\231s       50-249 
## 2986                                                Bachelorâ\200\231s     > 10,000 
## 2987 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 2988                                                  Masterâ\200\231s          <NA>
## 2989                                                  Masterâ\200\231s          <NA>
## 2990                                                Professional         0-49 
## 2991                                                Bachelorâ\200\231s   1000-9,999 
## 2992                                                Bachelorâ\200\231s          <NA>
## 2993                                                Bachelorâ\200\231s          <NA>
## 2994                                                Bachelorâ\200\231s         0-49 
## 2995                                                  Masterâ\200\231s          <NA>
## 2996                                                Bachelorâ\200\231s          <NA>
## 2997                                                    Doctoral       50-249 
## 2998                                                    Doctoral       50-249 
## 2999                                                Bachelorâ\200\231s   1000-9,999 
## 3000                                                  Masterâ\200\231s         0-49 
## 3001                         No formal education past high school        0-49 
## 3002                                                  Masterâ\200\231s   1000-9,999 
## 3003                                                  Masterâ\200\231s     > 10,000 
## 3004                                                    Doctoral         0-49 
## 3005                                                Bachelorâ\200\231s          <NA>
## 3006                                                  Masterâ\200\231s       50-249 
## 3007                                                  Masterâ\200\231s     > 10,000 
## 3008                                                Bachelorâ\200\231s   1000-9,999 
## 3009                                                    Doctoral      250-999 
## 3010                                                Bachelorâ\200\231s     > 10,000 
## 3011                         No formal education past high school    > 10,000 
## 3012                                                  Masterâ\200\231s          <NA>
## 3013                                                  Masterâ\200\231s      250-999 
## 3014                                                  Masterâ\200\231s         0-49 
## 3015                                                  Masterâ\200\231s   1000-9,999 
## 3016                                                  Masterâ\200\231s          <NA>
## 3017                                                  Masterâ\200\231s   1000-9,999 
## 3018                                                Bachelorâ\200\231s          <NA>
## 3019                                                  Masterâ\200\231s         0-49 
## 3020                                                Bachelorâ\200\231s          <NA>
## 3021                                                Bachelorâ\200\231s          <NA>
## 3022                                                Bachelorâ\200\231s          <NA>
## 3023                                                    Doctoral     > 10,000 
## 3024                                                Bachelorâ\200\231s      250-999 
## 3025                                                    Doctoral         0-49 
## 3026                                                  Masterâ\200\231s   1000-9,999 
## 3027                                                Bachelorâ\200\231s       50-249 
## 3028                                                  Masterâ\200\231s      250-999 
## 3029                                                    Doctoral         0-49 
## 3030                                                Bachelorâ\200\231s       50-249 
## 3031                                                  Masterâ\200\231s      250-999 
## 3032                                                Bachelorâ\200\231s         0-49 
## 3033                                                  Masterâ\200\231s       50-249 
## 3034                                                Bachelorâ\200\231s         0-49 
## 3035                                                  Masterâ\200\231s         0-49 
## 3036                                                Professional       50-249 
## 3037                                                Bachelorâ\200\231s          <NA>
## 3038                                                Bachelorâ\200\231s          <NA>
## 3039 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3040                                                Bachelorâ\200\231s          <NA>
## 3041                                                Bachelorâ\200\231s     > 10,000 
## 3042                                                  Masterâ\200\231s     > 10,000 
## 3043                                                Bachelorâ\200\231s      250-999 
## 3044                                                  Masterâ\200\231s   1000-9,999 
## 3045                                                Bachelorâ\200\231s   1000-9,999 
## 3046                                                  Masterâ\200\231s     > 10,000 
## 3047                                                  Masterâ\200\231s       50-249 
## 3048                                                Bachelorâ\200\231s     > 10,000 
## 3049                                                Professional      250-999 
## 3050                                                  Masterâ\200\231s     > 10,000 
## 3051                                                  Masterâ\200\231s     > 10,000 
## 3052                                                    Doctoral       50-249 
## 3053                                                Professional         0-49 
## 3054                                                Bachelorâ\200\231s          <NA>
## 3055                                                  Masterâ\200\231s          <NA>
## 3056                                                  Masterâ\200\231s          <NA>
## 3057                                                Bachelorâ\200\231s          <NA>
## 3058                                                  Masterâ\200\231s         0-49 
## 3059                                                Bachelorâ\200\231s   1000-9,999 
## 3060                                                Bachelorâ\200\231s          <NA>
## 3061                                                  Masterâ\200\231s          <NA>
## 3062                                                    Doctoral          <NA>
## 3063                                                  Masterâ\200\231s         0-49 
## 3064                                                  Masterâ\200\231s          <NA>
## 3065                                                Bachelorâ\200\231s     > 10,000 
## 3066                                                  Masterâ\200\231s     > 10,000 
## 3067                                                  Masterâ\200\231s          <NA>
## 3068                                                Bachelorâ\200\231s          <NA>
## 3069                                                  Masterâ\200\231s      250-999 
## 3070                                                Bachelorâ\200\231s     > 10,000 
## 3071                                                  Masterâ\200\231s     > 10,000 
## 3072                                                  Masterâ\200\231s          <NA>
## 3073                                                  Masterâ\200\231s       50-249 
## 3074                                                  Masterâ\200\231s      250-999 
## 3075                                                Bachelorâ\200\231s     > 10,000 
## 3076                                                Bachelorâ\200\231s         0-49 
## 3077                                                  Masterâ\200\231s          <NA>
## 3078                                                Bachelorâ\200\231s         0-49 
## 3079                                                Bachelorâ\200\231s          <NA>
## 3080                                                  Masterâ\200\231s   1000-9,999 
## 3081                                                    Doctoral         0-49 
## 3082                                                  Masterâ\200\231s   1000-9,999 
## 3083                                                    Doctoral          <NA>
## 3084                                                Bachelorâ\200\231s          <NA>
## 3085                                                    Doctoral     > 10,000 
## 3086                                                Bachelorâ\200\231s     > 10,000 
## 3087                                                    Doctoral     > 10,000 
## 3088                                                Bachelorâ\200\231s          <NA>
## 3089                                                Professional     > 10,000 
## 3090                                                Bachelorâ\200\231s     > 10,000 
## 3091                                                  Masterâ\200\231s       50-249 
## 3092                                                Bachelorâ\200\231s      250-999 
## 3093                                                  Masterâ\200\231s         0-49 
## 3094                                       I prefer not to answer     250-999 
## 3095                                                Bachelorâ\200\231s          <NA>
## 3096                                                  Masterâ\200\231s          <NA>
## 3097                                                  Masterâ\200\231s     > 10,000 
## 3098                                                Bachelorâ\200\231s     > 10,000 
## 3099                                                Bachelorâ\200\231s          <NA>
## 3100                                                Bachelorâ\200\231s          <NA>
## 3101                                                  Masterâ\200\231s   1000-9,999 
## 3102                                                  Masterâ\200\231s   1000-9,999 
## 3103                                                  Masterâ\200\231s     > 10,000 
## 3104                                                  Masterâ\200\231s          <NA>
## 3105                                                  Masterâ\200\231s          <NA>
## 3106                                                  Masterâ\200\231s         0-49 
## 3107                                                Bachelorâ\200\231s   1000-9,999 
## 3108                                                Bachelorâ\200\231s     > 10,000 
## 3109                                                  Masterâ\200\231s      250-999 
## 3110                                                  Masterâ\200\231s          <NA>
## 3111                                                  Masterâ\200\231s          <NA>
## 3112                                                  Masterâ\200\231s     > 10,000 
## 3113                                       I prefer not to answer     250-999 
## 3114                                                  Masterâ\200\231s     > 10,000 
## 3115                                                Bachelorâ\200\231s          <NA>
## 3116                                                Bachelorâ\200\231s          <NA>
## 3117                                                Professional          <NA>
## 3118                                                  Masterâ\200\231s          <NA>
## 3119                                                  Masterâ\200\231s      250-999 
## 3120                                                Bachelorâ\200\231s     > 10,000 
## 3121                                                  Masterâ\200\231s   1000-9,999 
## 3122                                                  Masterâ\200\231s   1000-9,999 
## 3123                                                Bachelorâ\200\231s     > 10,000 
## 3124                                                  Masterâ\200\231s         0-49 
## 3125                                                  Masterâ\200\231s   1000-9,999 
## 3126                                                  Masterâ\200\231s   1000-9,999 
## 3127                                                Bachelorâ\200\231s         0-49 
## 3128                                                  Masterâ\200\231s     > 10,000 
## 3129                                                Bachelorâ\200\231s         0-49 
## 3130                                                  Masterâ\200\231s      250-999 
## 3131                                                  Masterâ\200\231s         0-49 
## 3132                                                  Masterâ\200\231s      250-999 
## 3133                                                Bachelorâ\200\231s         0-49 
## 3134                                                Bachelorâ\200\231s   1000-9,999 
## 3135                                                  Masterâ\200\231s          <NA>
## 3136                                                  Masterâ\200\231s       50-249 
## 3137                                                Professional   1000-9,999 
## 3138                                                Bachelorâ\200\231s       50-249 
## 3139                                                Professional   1000-9,999 
## 3140                                                    Doctoral          <NA>
## 3141                                                  Masterâ\200\231s          <NA>
## 3142                                                  Masterâ\200\231s   1000-9,999 
## 3143                                                  Masterâ\200\231s         0-49 
## 3144                                                  Masterâ\200\231s         0-49 
## 3145                                                Bachelorâ\200\231s     > 10,000 
## 3146                                                    Doctoral         0-49 
## 3147                                                  Masterâ\200\231s         0-49 
## 3148                                                Bachelorâ\200\231s     > 10,000 
## 3149                                                Professional   1000-9,999 
## 3150                                                  Masterâ\200\231s       50-249 
## 3151                                                  Masterâ\200\231s     > 10,000 
## 3152 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 3153                                                    Doctoral      250-999 
## 3154                                                Bachelorâ\200\231s          <NA>
## 3155                                                  Masterâ\200\231s   1000-9,999 
## 3156                                                  Masterâ\200\231s   1000-9,999 
## 3157                                                  Masterâ\200\231s         0-49 
## 3158                                                  Masterâ\200\231s      250-999 
## 3159 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 3160                                                    Doctoral       50-249 
## 3161                                                Bachelorâ\200\231s          <NA>
## 3162                                                  Masterâ\200\231s         0-49 
## 3163                                                Bachelorâ\200\231s          <NA>
## 3164                                                  Masterâ\200\231s     > 10,000 
## 3165                                                  Masterâ\200\231s       50-249 
## 3166                                                Bachelorâ\200\231s       50-249 
## 3167                                                  Masterâ\200\231s      250-999 
## 3168                                                  Masterâ\200\231s       50-249 
## 3169                                                Bachelorâ\200\231s   1000-9,999 
## 3170                         No formal education past high school      50-249 
## 3171                                                  Masterâ\200\231s       50-249 
## 3172                                                    Doctoral          <NA>
## 3173                                                  Masterâ\200\231s          <NA>
## 3174                                                Bachelorâ\200\231s         0-49 
## 3175                                                  Masterâ\200\231s         0-49 
## 3176                                                Bachelorâ\200\231s          <NA>
## 3177                                                  Masterâ\200\231s   1000-9,999 
## 3178                                                  Masterâ\200\231s         0-49 
## 3179                                                  Masterâ\200\231s     > 10,000 
## 3180                                                  Masterâ\200\231s     > 10,000 
## 3181                                                Bachelorâ\200\231s       50-249 
## 3182                                                  Masterâ\200\231s     > 10,000 
## 3183                                                  Masterâ\200\231s          <NA>
## 3184                                                Bachelorâ\200\231s     > 10,000 
## 3185                                                    Doctoral      250-999 
## 3186                                                Bachelorâ\200\231s     > 10,000 
## 3187                                                  Masterâ\200\231s   1000-9,999 
## 3188                                                  Masterâ\200\231s       50-249 
## 3189                                                  Masterâ\200\231s     > 10,000 
## 3190                                                Bachelorâ\200\231s       50-249 
## 3191                                                Bachelorâ\200\231s       50-249 
## 3192                                                    Doctoral      250-999 
## 3193 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 3194                                                Bachelorâ\200\231s         0-49 
## 3195                                                  Masterâ\200\231s     > 10,000 
## 3196                                                Bachelorâ\200\231s          <NA>
## 3197                                                  Masterâ\200\231s         0-49 
## 3198                                                Bachelorâ\200\231s     > 10,000 
## 3199                                                    Doctoral          <NA>
## 3200                                                  Masterâ\200\231s   1000-9,999 
## 3201                                                  Masterâ\200\231s     > 10,000 
## 3202                                                    Doctoral         0-49 
## 3203                                                  Masterâ\200\231s         0-49 
## 3204                                                    Doctoral         0-49 
## 3205                                                  Masterâ\200\231s       50-249 
## 3206 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3207                                                  Masterâ\200\231s          <NA>
## 3208                                                  Masterâ\200\231s          <NA>
## 3209                                                Bachelorâ\200\231s          <NA>
## 3210                                                    Doctoral      250-999 
## 3211                                                    Doctoral         0-49 
## 3212                                                Bachelorâ\200\231s          <NA>
## 3213                                                    Doctoral          <NA>
## 3214                                       I prefer not to answer  1000-9,999 
## 3215                                                Bachelorâ\200\231s   1000-9,999 
## 3216                                                    Doctoral         0-49 
## 3217                                                Bachelorâ\200\231s       50-249 
## 3218                                                  Masterâ\200\231s       50-249 
## 3219                                                Bachelorâ\200\231s   1000-9,999 
## 3220                                                    Doctoral         0-49 
## 3221                                                  Masterâ\200\231s       50-249 
## 3222                                                Bachelorâ\200\231s         0-49 
## 3223                                                    Doctoral         0-49 
## 3224                                                    Doctoral       50-249 
## 3225                                                Bachelorâ\200\231s         0-49 
## 3226                                                    Doctoral       50-249 
## 3227                                                  Masterâ\200\231s      250-999 
## 3228                                                  Masterâ\200\231s          <NA>
## 3229                                                Bachelorâ\200\231s          <NA>
## 3230                                                Bachelorâ\200\231s          <NA>
## 3231                                                Bachelorâ\200\231s          <NA>
## 3232                                                Bachelorâ\200\231s          <NA>
## 3233 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 3234                                                  Masterâ\200\231s          <NA>
## 3235                                                Bachelorâ\200\231s       50-249 
## 3236                                                  Masterâ\200\231s          <NA>
## 3237                                                Bachelorâ\200\231s         0-49 
## 3238                                                    Doctoral   1000-9,999 
## 3239                                                Bachelorâ\200\231s          <NA>
## 3240                                                Bachelorâ\200\231s   1000-9,999 
## 3241                                                Professional          <NA>
## 3242 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 3243                                                  Masterâ\200\231s         0-49 
## 3244                                                  Masterâ\200\231s         0-49 
## 3245                                                  Masterâ\200\231s       50-249 
## 3246                                                  Masterâ\200\231s     > 10,000 
## 3247                                                Bachelorâ\200\231s      250-999 
## 3248                                                  Masterâ\200\231s       50-249 
## 3249                                                  Masterâ\200\231s   1000-9,999 
## 3250                                                  Masterâ\200\231s      250-999 
## 3251                                                  Masterâ\200\231s         0-49 
## 3252                                                  Masterâ\200\231s         0-49 
## 3253                                                  Masterâ\200\231s          <NA>
## 3254                                                Bachelorâ\200\231s         0-49 
## 3255                                                Bachelorâ\200\231s       50-249 
## 3256                                                  Masterâ\200\231s         0-49 
## 3257                                                Bachelorâ\200\231s       50-249 
## 3258                                                Bachelorâ\200\231s         0-49 
## 3259                                                Bachelorâ\200\231s          <NA>
## 3260                                                Bachelorâ\200\231s      250-999 
## 3261                                                Bachelorâ\200\231s       50-249 
## 3262                                                Bachelorâ\200\231s     > 10,000 
## 3263                                                  Masterâ\200\231s         0-49 
## 3264                                                  Masterâ\200\231s          <NA>
## 3265                                                Bachelorâ\200\231s          <NA>
## 3266                                                Bachelorâ\200\231s         0-49 
## 3267                                                  Masterâ\200\231s       50-249 
## 3268                                                  Masterâ\200\231s     > 10,000 
## 3269                                                  Masterâ\200\231s         0-49 
## 3270                                                  Masterâ\200\231s     > 10,000 
## 3271                                       I prefer not to answer      50-249 
## 3272 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 3273                                                Bachelorâ\200\231s       50-249 
## 3274                                                  Masterâ\200\231s       50-249 
## 3275                                                Bachelorâ\200\231s     > 10,000 
## 3276                                                  Masterâ\200\231s     > 10,000 
## 3277 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 3278                                                    Doctoral      250-999 
## 3279                                                Bachelorâ\200\231s      250-999 
## 3280                                                  Masterâ\200\231s         0-49 
## 3281                                                  Masterâ\200\231s          <NA>
## 3282 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 3283                                                  Masterâ\200\231s          <NA>
## 3284                                                  Masterâ\200\231s   1000-9,999 
## 3285                                                Bachelorâ\200\231s          <NA>
## 3286                                                  Masterâ\200\231s      250-999 
## 3287                                                Bachelorâ\200\231s     > 10,000 
## 3288                                                  Masterâ\200\231s       50-249 
## 3289                         No formal education past high school     250-999 
## 3290                                                    Doctoral          <NA>
## 3291                                                Bachelorâ\200\231s          <NA>
## 3292 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3293                                                    Doctoral       50-249 
## 3294                                                  Masterâ\200\231s       50-249 
## 3295                                                  Masterâ\200\231s   1000-9,999 
## 3296                                                  Masterâ\200\231s      250-999 
## 3297                                                Bachelorâ\200\231s          <NA>
## 3298                                                  Masterâ\200\231s         0-49 
## 3299                                                Bachelorâ\200\231s   1000-9,999 
## 3300                                                Professional       50-249 
## 3301                                                Bachelorâ\200\231s       50-249 
## 3302 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3303                                                  Masterâ\200\231s         0-49 
## 3304                                                    Doctoral         0-49 
## 3305                                                  Masterâ\200\231s          <NA>
## 3306                                                Bachelorâ\200\231s          <NA>
## 3307                                                Bachelorâ\200\231s         0-49 
## 3308                                                  Masterâ\200\231s     > 10,000 
## 3309                                                  Masterâ\200\231s      250-999 
## 3310                                                  Masterâ\200\231s   1000-9,999 
## 3311                                                Bachelorâ\200\231s   1000-9,999 
## 3312                                                    Doctoral       50-249 
## 3313                                                Bachelorâ\200\231s         0-49 
## 3314                                                    Doctoral      250-999 
## 3315                                                  Masterâ\200\231s       50-249 
## 3316                                                  Masterâ\200\231s      250-999 
## 3317                                                Bachelorâ\200\231s          <NA>
## 3318                                                    Doctoral      250-999 
## 3319                                                    Doctoral         0-49 
## 3320                                                  Masterâ\200\231s     > 10,000 
## 3321                                                  Masterâ\200\231s     > 10,000 
## 3322                                                Bachelorâ\200\231s          <NA>
## 3323                                                Bachelorâ\200\231s      250-999 
## 3324                                                    Doctoral          <NA>
## 3325                                                    Doctoral          <NA>
## 3326                                                  Masterâ\200\231s         0-49 
## 3327                                                Bachelorâ\200\231s         0-49 
## 3328                                                  Masterâ\200\231s      250-999 
## 3329                                                  Masterâ\200\231s       50-249 
## 3330                                                  Masterâ\200\231s       50-249 
## 3331                                                Bachelorâ\200\231s          <NA>
## 3332                                                    Doctoral          <NA>
## 3333                                                  Masterâ\200\231s     > 10,000 
## 3334                         No formal education past high school         <NA>
## 3335                                                Bachelorâ\200\231s          <NA>
## 3336 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 3337                                                  Masterâ\200\231s          <NA>
## 3338 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3339                                                    Doctoral         0-49 
## 3340                                                  Masterâ\200\231s     > 10,000 
## 3341                                                  Masterâ\200\231s   1000-9,999 
## 3342                                                    Doctoral          <NA>
## 3343                                                  Masterâ\200\231s         0-49 
## 3344                                                Bachelorâ\200\231s     > 10,000 
## 3345                                                  Masterâ\200\231s          <NA>
## 3346                                                Professional         0-49 
## 3347                                                  Masterâ\200\231s          <NA>
## 3348                                                  Masterâ\200\231s      250-999 
## 3349                                                  Masterâ\200\231s         0-49 
## 3350                                                Bachelorâ\200\231s          <NA>
## 3351                                                    Doctoral   1000-9,999 
## 3352                                                Bachelorâ\200\231s          <NA>
## 3353                                                    Doctoral      250-999 
## 3354                                                  Masterâ\200\231s         0-49 
## 3355                                                Professional       50-249 
## 3356                                                Bachelorâ\200\231s         0-49 
## 3357                                                Bachelorâ\200\231s         0-49 
## 3358                                                    Doctoral   1000-9,999 
## 3359                                                Bachelorâ\200\231s         0-49 
## 3360                                                  Masterâ\200\231s         0-49 
## 3361                                                    Doctoral   1000-9,999 
## 3362                                                Bachelorâ\200\231s          <NA>
## 3363                                                Bachelorâ\200\231s         0-49 
## 3364                                                  Masterâ\200\231s       50-249 
## 3365                                                  Masterâ\200\231s          <NA>
## 3366                                                    Doctoral   1000-9,999 
## 3367                                                    Doctoral         0-49 
## 3368                                                Bachelorâ\200\231s         0-49 
## 3369                                                Bachelorâ\200\231s          <NA>
## 3370                                                Bachelorâ\200\231s         0-49 
## 3371                                                  Masterâ\200\231s       50-249 
## 3372                                                Bachelorâ\200\231s     > 10,000 
## 3373                                                Bachelorâ\200\231s         0-49 
## 3374                                                Bachelorâ\200\231s     > 10,000 
## 3375                                                Bachelorâ\200\231s     > 10,000 
## 3376                                                    Doctoral       50-249 
## 3377                                                Bachelorâ\200\231s         0-49 
## 3378                                                  Masterâ\200\231s         0-49 
## 3379                                                  Masterâ\200\231s   1000-9,999 
## 3380                                                Bachelorâ\200\231s          <NA>
## 3381                                                  Masterâ\200\231s       50-249 
## 3382                                                    Doctoral         0-49 
## 3383                                                  Masterâ\200\231s       50-249 
## 3384                                                Bachelorâ\200\231s          <NA>
## 3385                                                  Masterâ\200\231s     > 10,000 
## 3386                                                    Doctoral      250-999 
## 3387                                                  Masterâ\200\231s         0-49 
## 3388                                                    Doctoral         0-49 
## 3389                                                Bachelorâ\200\231s         0-49 
## 3390                                                  Masterâ\200\231s          <NA>
## 3391                                                Professional          <NA>
## 3392                                                Professional     > 10,000 
## 3393                                                Professional      250-999 
## 3394                                                    Doctoral       50-249 
## 3395                                                Bachelorâ\200\231s          <NA>
## 3396                                                  Masterâ\200\231s       50-249 
## 3397                                                  Masterâ\200\231s         0-49 
## 3398                                                  Masterâ\200\231s          <NA>
## 3399                                       I prefer not to answer        0-49 
## 3400                                                    Doctoral         0-49 
## 3401                                                  Masterâ\200\231s          <NA>
## 3402                                                  Masterâ\200\231s     > 10,000 
## 3403                                                  Masterâ\200\231s     > 10,000 
## 3404                                                    Doctoral       50-249 
## 3405                                                Bachelorâ\200\231s         0-49 
## 3406                                                  Masterâ\200\231s   1000-9,999 
## 3407                                                  Masterâ\200\231s         0-49 
## 3408                                                  Masterâ\200\231s   1000-9,999 
## 3409                                                  Masterâ\200\231s   1000-9,999 
## 3410                                                    Doctoral       50-249 
## 3411                                                  Masterâ\200\231s     > 10,000 
## 3412                                                  Masterâ\200\231s     > 10,000 
## 3413                                                    Doctoral          <NA>
## 3414                                                Bachelorâ\200\231s          <NA>
## 3415                                                    Doctoral          <NA>
## 3416                                                  Masterâ\200\231s   1000-9,999 
## 3417                                                Bachelorâ\200\231s         0-49 
## 3418                                                  Masterâ\200\231s         0-49 
## 3419                                                    Doctoral         0-49 
## 3420                                                  Masterâ\200\231s          <NA>
## 3421                                                  Masterâ\200\231s     > 10,000 
## 3422                                                Professional   1000-9,999 
## 3423                                                Bachelorâ\200\231s          <NA>
## 3424 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3425                                                Bachelorâ\200\231s   1000-9,999 
## 3426                                                  Masterâ\200\231s     > 10,000 
## 3427                                                    Doctoral         0-49 
## 3428                                                  Masterâ\200\231s   1000-9,999 
## 3429                                                  Masterâ\200\231s   1000-9,999 
## 3430                                                  Masterâ\200\231s       50-249 
## 3431                                                  Masterâ\200\231s     > 10,000 
## 3432                                                  Masterâ\200\231s         0-49 
## 3433                                                  Masterâ\200\231s      250-999 
## 3434 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 3435                                                  Masterâ\200\231s   1000-9,999 
## 3436                                                  Masterâ\200\231s          <NA>
## 3437                                                  Masterâ\200\231s         0-49 
## 3438                                                  Masterâ\200\231s         0-49 
## 3439                                                  Masterâ\200\231s       50-249 
## 3440                                                  Masterâ\200\231s   1000-9,999 
## 3441                                                  Masterâ\200\231s         0-49 
## 3442                                                    Doctoral         0-49 
## 3443                                                Bachelorâ\200\231s   1000-9,999 
## 3444                                                  Masterâ\200\231s          <NA>
## 3445                                                Bachelorâ\200\231s     > 10,000 
## 3446                                                  Masterâ\200\231s      250-999 
## 3447 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 3448                                                    Doctoral       50-249 
## 3449                                                  Masterâ\200\231s          <NA>
## 3450                                                  Masterâ\200\231s          <NA>
## 3451                                                Bachelorâ\200\231s         0-49 
## 3452                                                Bachelorâ\200\231s     > 10,000 
## 3453                                                  Masterâ\200\231s          <NA>
## 3454                                                  Masterâ\200\231s     > 10,000 
## 3455                                                  Masterâ\200\231s          <NA>
## 3456                                                Bachelorâ\200\231s       50-249 
## 3457                                                Professional     > 10,000 
## 3458                                                    Doctoral         0-49 
## 3459                                                Bachelorâ\200\231s         0-49 
## 3460                                                Bachelorâ\200\231s     > 10,000 
## 3461                                                  Masterâ\200\231s   1000-9,999 
## 3462                                                Bachelorâ\200\231s          <NA>
## 3463                                                    Doctoral       50-249 
## 3464                                                Professional         0-49 
## 3465                                                Bachelorâ\200\231s         0-49 
## 3466                                                    Doctoral     > 10,000 
## 3467                                                  Masterâ\200\231s         0-49 
## 3468                                                  Masterâ\200\231s      250-999 
## 3469                                                  Masterâ\200\231s   1000-9,999 
## 3470                                                Bachelorâ\200\231s          <NA>
## 3471                                                  Masterâ\200\231s     > 10,000 
## 3472                                                  Masterâ\200\231s          <NA>
## 3473                                                  Masterâ\200\231s   1000-9,999 
## 3474                                                    Doctoral       50-249 
## 3475                                                    Doctoral   1000-9,999 
## 3476                                                  Masterâ\200\231s       50-249 
## 3477                                                  Masterâ\200\231s       50-249 
## 3478                                                Bachelorâ\200\231s          <NA>
## 3479                                                  Masterâ\200\231s         0-49 
## 3480                                                    Doctoral   1000-9,999 
## 3481                                                  Masterâ\200\231s         0-49 
## 3482                                                Bachelorâ\200\231s          <NA>
## 3483                                                Bachelorâ\200\231s          <NA>
## 3484 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 3485                                                    Doctoral          <NA>
## 3486                                                    Doctoral      250-999 
## 3487                                                  Masterâ\200\231s       50-249 
## 3488                                                Bachelorâ\200\231s         0-49 
## 3489                                                  Masterâ\200\231s   1000-9,999 
## 3490                                                  Masterâ\200\231s   1000-9,999 
## 3491                                                    Doctoral     > 10,000 
## 3492                                                  Masterâ\200\231s         0-49 
## 3493                                                Bachelorâ\200\231s     > 10,000 
## 3494                                                    Doctoral         0-49 
## 3495                                                  Masterâ\200\231s       50-249 
## 3496                                                Bachelorâ\200\231s          <NA>
## 3497                                                Bachelorâ\200\231s      250-999 
## 3498                                                Bachelorâ\200\231s          <NA>
## 3499                                                  Masterâ\200\231s     > 10,000 
## 3500                                                    Doctoral   1000-9,999 
## 3501                                                  Masterâ\200\231s   1000-9,999 
## 3502                                                  Masterâ\200\231s      250-999 
## 3503                                                Professional          <NA>
## 3504                                                  Masterâ\200\231s          <NA>
## 3505                                                  Masterâ\200\231s   1000-9,999 
## 3506                                                Bachelorâ\200\231s         0-49 
## 3507                                                  Masterâ\200\231s         0-49 
## 3508                                                Bachelorâ\200\231s          <NA>
## 3509                                                    Doctoral      250-999 
## 3510                                                  Masterâ\200\231s      250-999 
## 3511                                                Bachelorâ\200\231s      250-999 
## 3512                                                  Masterâ\200\231s   1000-9,999 
## 3513 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 3514                                                    Doctoral   1000-9,999 
## 3515                                                    Doctoral       50-249 
## 3516                                                    Doctoral       50-249 
## 3517                                                  Masterâ\200\231s      250-999 
## 3518                                                  Masterâ\200\231s     > 10,000 
## 3519                                                  Masterâ\200\231s      250-999 
## 3520                                                Bachelorâ\200\231s          <NA>
## 3521                                                    Doctoral       50-249 
## 3522                                                  Masterâ\200\231s     > 10,000 
## 3523                                                Bachelorâ\200\231s         0-49 
## 3524                         No formal education past high school        0-49 
## 3525                                                    Doctoral       50-249 
## 3526                                                Professional         0-49 
## 3527                                       I prefer not to answer     250-999 
## 3528                                                Bachelorâ\200\231s      250-999 
## 3529                                                  Masterâ\200\231s   1000-9,999 
## 3530                                                Bachelorâ\200\231s     > 10,000 
## 3531                                                  Masterâ\200\231s      250-999 
## 3532                                                Bachelorâ\200\231s          <NA>
## 3533                                                    Doctoral     > 10,000 
## 3534                                                  Masterâ\200\231s     > 10,000 
## 3535                                                  Masterâ\200\231s      250-999 
## 3536                                                    Doctoral   1000-9,999 
## 3537                                                    Doctoral         0-49 
## 3538                                                    Doctoral         0-49 
## 3539                                                Bachelorâ\200\231s          <NA>
## 3540                                                  Masterâ\200\231s         0-49 
## 3541                                                  Masterâ\200\231s     > 10,000 
## 3542                                                    Doctoral         0-49 
## 3543                                                Bachelorâ\200\231s       50-249 
## 3544                                                  Masterâ\200\231s       50-249 
## 3545                                                    Doctoral       50-249 
## 3546                                                  Masterâ\200\231s       50-249 
## 3547                                                Bachelorâ\200\231s         0-49 
## 3548                                                Bachelorâ\200\231s   1000-9,999 
## 3549                                                Bachelorâ\200\231s          <NA>
## 3550                                                  Masterâ\200\231s   1000-9,999 
## 3551                                                    Doctoral         0-49 
## 3552                                                  Masterâ\200\231s   1000-9,999 
## 3553                                                Bachelorâ\200\231s         0-49 
## 3554                                                Bachelorâ\200\231s         0-49 
## 3555                                                  Masterâ\200\231s         0-49 
## 3556                                                Bachelorâ\200\231s         0-49 
## 3557                                                  Masterâ\200\231s          <NA>
## 3558                                                    Doctoral       50-249 
## 3559                                                    Doctoral      250-999 
## 3560                                                  Masterâ\200\231s          <NA>
## 3561                                                  Masterâ\200\231s          <NA>
## 3562                                                  Masterâ\200\231s         0-49 
## 3563                                                    Doctoral       50-249 
## 3564                                                  Masterâ\200\231s      250-999 
## 3565                                                  Masterâ\200\231s       50-249 
## 3566                                                  Masterâ\200\231s     > 10,000 
## 3567 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3568                                                Bachelorâ\200\231s         0-49 
## 3569                                                    Doctoral          <NA>
## 3570                                                  Masterâ\200\231s          <NA>
## 3571                                       I prefer not to answer     250-999 
## 3572                                                Bachelorâ\200\231s         0-49 
## 3573                                                    Doctoral       50-249 
## 3574                                                    Doctoral         0-49 
## 3575                                                  Masterâ\200\231s          <NA>
## 3576                                                  Masterâ\200\231s     > 10,000 
## 3577                                                  Masterâ\200\231s     > 10,000 
## 3578                                                  Masterâ\200\231s     > 10,000 
## 3579                                                Bachelorâ\200\231s          <NA>
## 3580                                                Bachelorâ\200\231s          <NA>
## 3581                                                Bachelorâ\200\231s         0-49 
## 3582 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 3583                                                  Masterâ\200\231s       50-249 
## 3584                                                Bachelorâ\200\231s      250-999 
## 3585                                                  Masterâ\200\231s      250-999 
## 3586                                                Bachelorâ\200\231s          <NA>
## 3587                                                  Masterâ\200\231s       50-249 
## 3588                                                  Masterâ\200\231s   1000-9,999 
## 3589                                                Bachelorâ\200\231s          <NA>
## 3590                                                  Masterâ\200\231s         0-49 
## 3591                                                Bachelorâ\200\231s         0-49 
## 3592                                                  Masterâ\200\231s          <NA>
## 3593                                                Bachelorâ\200\231s          <NA>
## 3594                                                  Masterâ\200\231s      250-999 
## 3595                                                Bachelorâ\200\231s         0-49 
## 3596                                                  Masterâ\200\231s         0-49 
## 3597                                                Bachelorâ\200\231s          <NA>
## 3598                                                  Masterâ\200\231s       50-249 
## 3599                                                Bachelorâ\200\231s     > 10,000 
## 3600                                                Bachelorâ\200\231s   1000-9,999 
## 3601                                                  Masterâ\200\231s          <NA>
## 3602                                                  Masterâ\200\231s   1000-9,999 
## 3603                                                  Masterâ\200\231s         0-49 
## 3604                                                  Masterâ\200\231s      250-999 
## 3605                                                Professional      250-999 
## 3606                                                  Masterâ\200\231s         0-49 
## 3607                                                  Masterâ\200\231s      250-999 
## 3608                                                  Masterâ\200\231s   1000-9,999 
## 3609                                                Bachelorâ\200\231s          <NA>
## 3610                                                Bachelorâ\200\231s       50-249 
## 3611                                                  Masterâ\200\231s         0-49 
## 3612                                                  Masterâ\200\231s          <NA>
## 3613                                                    Doctoral     > 10,000 
## 3614                                                  Masterâ\200\231s   1000-9,999 
## 3615                                                Professional         0-49 
## 3616                                                  Masterâ\200\231s   1000-9,999 
## 3617                                                  Masterâ\200\231s         0-49 
## 3618                                                  Masterâ\200\231s         0-49 
## 3619                                                  Masterâ\200\231s          <NA>
## 3620                                                Bachelorâ\200\231s          <NA>
## 3621                                                  Masterâ\200\231s         0-49 
## 3622                                                  Masterâ\200\231s     > 10,000 
## 3623                                                  Masterâ\200\231s          <NA>
## 3624                                                    Doctoral   1000-9,999 
## 3625                                                Bachelorâ\200\231s      250-999 
## 3626                                                Bachelorâ\200\231s       50-249 
## 3627                                       I prefer not to answer     250-999 
## 3628                                                Bachelorâ\200\231s          <NA>
## 3629                                                  Masterâ\200\231s          <NA>
## 3630                                                  Masterâ\200\231s          <NA>
## 3631                                                Professional   1000-9,999 
## 3632                                                  Masterâ\200\231s       50-249 
## 3633                                                  Masterâ\200\231s         0-49 
## 3634                                                  Masterâ\200\231s       50-249 
## 3635                                       I prefer not to answer         <NA>
## 3636                                                  Masterâ\200\231s   1000-9,999 
## 3637                                                    Doctoral          <NA>
## 3638                                                  Masterâ\200\231s     > 10,000 
## 3639                                                  Masterâ\200\231s     > 10,000 
## 3640                                                    Doctoral   1000-9,999 
## 3641                                                  Masterâ\200\231s     > 10,000 
## 3642                                                    Doctoral   1000-9,999 
## 3643 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3644                                                Bachelorâ\200\231s          <NA>
## 3645                                                Bachelorâ\200\231s       50-249 
## 3646                                                Bachelorâ\200\231s         0-49 
## 3647                                                  Masterâ\200\231s      250-999 
## 3648                                                  Masterâ\200\231s   1000-9,999 
## 3649                                                  Masterâ\200\231s   1000-9,999 
## 3650                                                    Doctoral         0-49 
## 3651                                                  Masterâ\200\231s         0-49 
## 3652                                                    Doctoral          <NA>
## 3653                                                    Doctoral      250-999 
## 3654                                                  Masterâ\200\231s         0-49 
## 3655                                                Bachelorâ\200\231s       50-249 
## 3656                                                    Doctoral         0-49 
## 3657                                                  Masterâ\200\231s       50-249 
## 3658                                                  Masterâ\200\231s       50-249 
## 3659                                                Bachelorâ\200\231s          <NA>
## 3660                                                  Masterâ\200\231s   1000-9,999 
## 3661                                                Bachelorâ\200\231s      250-999 
## 3662                                                Bachelorâ\200\231s      250-999 
## 3663                                                  Masterâ\200\231s         0-49 
## 3664                                                    Doctoral     > 10,000 
## 3665                                                Professional          <NA>
## 3666                                                    Doctoral      250-999 
## 3667                                                  Masterâ\200\231s      250-999 
## 3668                                                Bachelorâ\200\231s          <NA>
## 3669                                                    Doctoral          <NA>
## 3670                                                  Masterâ\200\231s   1000-9,999 
## 3671                                                  Masterâ\200\231s          <NA>
## 3672                                                  Masterâ\200\231s     > 10,000 
## 3673 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 3674                                                Bachelorâ\200\231s       50-249 
## 3675                                                Bachelorâ\200\231s          <NA>
## 3676                                                  Masterâ\200\231s          <NA>
## 3677                                                    Doctoral       50-249 
## 3678                                                    Doctoral       50-249 
## 3679                                                Bachelorâ\200\231s         0-49 
## 3680                                                  Masterâ\200\231s      250-999 
## 3681                                                Bachelorâ\200\231s      250-999 
## 3682                                                  Masterâ\200\231s         0-49 
## 3683                                                Bachelorâ\200\231s       50-249 
## 3684                                                  Masterâ\200\231s         0-49 
## 3685                                                  Masterâ\200\231s     > 10,000 
## 3686                                                  Masterâ\200\231s   1000-9,999 
## 3687                                                  Masterâ\200\231s   1000-9,999 
## 3688                                                  Masterâ\200\231s          <NA>
## 3689                                                    Doctoral   1000-9,999 
## 3690                                                    Doctoral      250-999 
## 3691                                                    Doctoral       50-249 
## 3692                                                    Doctoral     > 10,000 
## 3693                                                  Masterâ\200\231s         0-49 
## 3694                                                  Masterâ\200\231s          <NA>
## 3695                                                  Masterâ\200\231s          <NA>
## 3696                                                    Doctoral       50-249 
## 3697                                                    Doctoral     > 10,000 
## 3698                                                  Masterâ\200\231s   1000-9,999 
## 3699                                                    Doctoral         0-49 
## 3700                                                    Doctoral         0-49 
## 3701                                                  Masterâ\200\231s      250-999 
## 3702                                                  Masterâ\200\231s       50-249 
## 3703                                                  Masterâ\200\231s         0-49 
## 3704                                                  Masterâ\200\231s       50-249 
## 3705                                                  Masterâ\200\231s   1000-9,999 
## 3706                                                Bachelorâ\200\231s   1000-9,999 
## 3707                                                  Masterâ\200\231s         0-49 
## 3708                                                  Masterâ\200\231s         0-49 
## 3709                                                    Doctoral       50-249 
## 3710                                                    Doctoral     > 10,000 
## 3711                                                Bachelorâ\200\231s       50-249 
## 3712                                                Bachelorâ\200\231s         0-49 
## 3713                                                Bachelorâ\200\231s          <NA>
## 3714                                                Bachelorâ\200\231s          <NA>
## 3715                                                    Doctoral   1000-9,999 
## 3716                                                    Doctoral   1000-9,999 
## 3717                                                  Masterâ\200\231s   1000-9,999 
## 3718                                                    Doctoral     > 10,000 
## 3719                                                  Masterâ\200\231s     > 10,000 
## 3720                                                Bachelorâ\200\231s   1000-9,999 
## 3721                                                  Masterâ\200\231s         0-49 
## 3722                                                Bachelorâ\200\231s          <NA>
## 3723                                                  Masterâ\200\231s         0-49 
## 3724 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3725                                                Bachelorâ\200\231s     > 10,000 
## 3726                                                Bachelorâ\200\231s          <NA>
## 3727                                                  Masterâ\200\231s          <NA>
## 3728                         No formal education past high school         <NA>
## 3729                                                  Masterâ\200\231s       50-249 
## 3730                                                Bachelorâ\200\231s         0-49 
## 3731                                                  Masterâ\200\231s          <NA>
## 3732                                                  Masterâ\200\231s   1000-9,999 
## 3733                                                  Masterâ\200\231s      250-999 
## 3734                                                  Masterâ\200\231s         0-49 
## 3735                                                  Masterâ\200\231s          <NA>
## 3736                                                Bachelorâ\200\231s   1000-9,999 
## 3737                                                Professional       50-249 
## 3738                                                  Masterâ\200\231s       50-249 
## 3739 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 3740                         No formal education past high school        0-49 
## 3741                                                  Masterâ\200\231s          <NA>
## 3742                                                  Masterâ\200\231s      250-999 
## 3743                                                  Masterâ\200\231s         0-49 
## 3744                                                  Masterâ\200\231s         0-49 
## 3745                                                  Masterâ\200\231s         0-49 
## 3746                                                  Masterâ\200\231s       50-249 
## 3747                                                Bachelorâ\200\231s       50-249 
## 3748                                                    Doctoral         0-49 
## 3749                                                Bachelorâ\200\231s      250-999 
## 3750                                                Bachelorâ\200\231s     > 10,000 
## 3751                                                  Masterâ\200\231s      250-999 
## 3752                                                  Masterâ\200\231s         0-49 
## 3753                                                  Masterâ\200\231s   1000-9,999 
## 3754                                                  Masterâ\200\231s         0-49 
## 3755                                                  Masterâ\200\231s         0-49 
## 3756 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 3757                                                    Doctoral     > 10,000 
## 3758 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3759                                                Bachelorâ\200\231s          <NA>
## 3760                                                  Masterâ\200\231s      250-999 
## 3761                                                Professional       50-249 
## 3762                                                  Masterâ\200\231s         0-49 
## 3763                                                  Masterâ\200\231s      250-999 
## 3764                                                Professional     > 10,000 
## 3765                                                Bachelorâ\200\231s          <NA>
## 3766 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 3767                                                Bachelorâ\200\231s     > 10,000 
## 3768                                                  Masterâ\200\231s       50-249 
## 3769                                                Bachelorâ\200\231s          <NA>
## 3770                                                  Masterâ\200\231s      250-999 
## 3771                                                  Masterâ\200\231s   1000-9,999 
## 3772                                                    Doctoral       50-249 
## 3773                                       I prefer not to answer        0-49 
## 3774                                                    Doctoral      250-999 
## 3775                                                  Masterâ\200\231s         0-49 
## 3776                                                  Masterâ\200\231s         0-49 
## 3777                                                  Masterâ\200\231s     > 10,000 
## 3778                                                Bachelorâ\200\231s   1000-9,999 
## 3779                                                  Masterâ\200\231s   1000-9,999 
## 3780                                                  Masterâ\200\231s   1000-9,999 
## 3781                                                    Doctoral   1000-9,999 
## 3782                                                Professional       50-249 
## 3783                                                Bachelorâ\200\231s   1000-9,999 
## 3784                                                    Doctoral   1000-9,999 
## 3785                                                Professional          <NA>
## 3786                                                  Masterâ\200\231s      250-999 
## 3787                                                    Doctoral   1000-9,999 
## 3788                                                Bachelorâ\200\231s      250-999 
## 3789                                                Bachelorâ\200\231s         0-49 
## 3790                         No formal education past high school    > 10,000 
## 3791                                                  Masterâ\200\231s      250-999 
## 3792                                                  Masterâ\200\231s   1000-9,999 
## 3793                                                Bachelorâ\200\231s         0-49 
## 3794                                                    Doctoral     > 10,000 
## 3795                                                  Masterâ\200\231s         0-49 
## 3796                                                    Doctoral          <NA>
## 3797                                                  Masterâ\200\231s         0-49 
## 3798 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3799                                                Bachelorâ\200\231s         0-49 
## 3800                                                  Masterâ\200\231s         0-49 
## 3801                                                  Masterâ\200\231s     > 10,000 
## 3802                                                  Masterâ\200\231s     > 10,000 
## 3803                                                  Masterâ\200\231s     > 10,000 
## 3804                                                  Masterâ\200\231s      250-999 
## 3805                                                Professional         0-49 
## 3806                                                    Doctoral         0-49 
## 3807 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 3808                                                    Doctoral         0-49 
## 3809                                                    Doctoral         0-49 
## 3810                                                Bachelorâ\200\231s         0-49 
## 3811                                                Professional         0-49 
## 3812                                                Bachelorâ\200\231s          <NA>
## 3813                                                  Masterâ\200\231s       50-249 
## 3814                                                  Masterâ\200\231s     > 10,000 
## 3815                                                Professional      250-999 
## 3816                                                    Doctoral         0-49 
## 3817                                                  Masterâ\200\231s     > 10,000 
## 3818                                                  Masterâ\200\231s          <NA>
## 3819                                                    Doctoral         0-49 
## 3820                                                Bachelorâ\200\231s          <NA>
## 3821                                                  Masterâ\200\231s         0-49 
## 3822                                                  Masterâ\200\231s         0-49 
## 3823                                                    Doctoral         0-49 
## 3824                                                  Masterâ\200\231s         0-49 
## 3825                                                  Masterâ\200\231s   1000-9,999 
## 3826                                                  Masterâ\200\231s         0-49 
## 3827                                                Bachelorâ\200\231s         0-49 
## 3828                                       I prefer not to answer      50-249 
## 3829                                                Bachelorâ\200\231s         0-49 
## 3830                                                  Masterâ\200\231s          <NA>
## 3831                                                  Masterâ\200\231s   1000-9,999 
## 3832                                                  Masterâ\200\231s         0-49 
## 3833                                                Bachelorâ\200\231s      250-999 
## 3834                                                Bachelorâ\200\231s          <NA>
## 3835 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 3836                                                    Doctoral          <NA>
## 3837                                                Bachelorâ\200\231s     > 10,000 
## 3838                                                    Doctoral   1000-9,999 
## 3839                                                  Masterâ\200\231s      250-999 
## 3840                                                Bachelorâ\200\231s      250-999 
## 3841                                                  Masterâ\200\231s   1000-9,999 
## 3842                                                  Masterâ\200\231s       50-249 
## 3843                         No formal education past high school         <NA>
## 3844                                                  Masterâ\200\231s         0-49 
## 3845                                                  Masterâ\200\231s       50-249 
## 3846                                       I prefer not to answer         <NA>
## 3847                                                    Doctoral         0-49 
## 3848                                                  Masterâ\200\231s       50-249 
## 3849                                                  Masterâ\200\231s         0-49 
## 3850                                                  Masterâ\200\231s          <NA>
## 3851                                                    Doctoral      250-999 
## 3852                                                Bachelorâ\200\231s       50-249 
## 3853                                                  Masterâ\200\231s         0-49 
## 3854                                                    Doctoral   1000-9,999 
## 3855                                                Bachelorâ\200\231s          <NA>
## 3856                                                Bachelorâ\200\231s       50-249 
## 3857                                                    Doctoral   1000-9,999 
## 3858                                                  Masterâ\200\231s   1000-9,999 
## 3859                                                  Masterâ\200\231s     > 10,000 
## 3860                                                  Masterâ\200\231s      250-999 
## 3861                                                  Masterâ\200\231s         0-49 
## 3862                                                  Masterâ\200\231s         0-49 
## 3863                                       I prefer not to answer         <NA>
## 3864                                                  Masterâ\200\231s         0-49 
## 3865                                                  Masterâ\200\231s     > 10,000 
## 3866                                                  Masterâ\200\231s      250-999 
## 3867                                                    Doctoral      250-999 
## 3868                                                  Masterâ\200\231s     > 10,000 
## 3869                                                  Masterâ\200\231s          <NA>
## 3870                                                    Doctoral         0-49 
## 3871                                                Bachelorâ\200\231s          <NA>
## 3872                                                Bachelorâ\200\231s          <NA>
## 3873                                                Bachelorâ\200\231s   1000-9,999 
## 3874                                                  Masterâ\200\231s         0-49 
## 3875                                                  Masterâ\200\231s       50-249 
## 3876                                                  Masterâ\200\231s       50-249 
## 3877                                                Bachelorâ\200\231s          <NA>
## 3878                                                    Doctoral      250-999 
## 3879                                                Bachelorâ\200\231s          <NA>
## 3880                                                  Masterâ\200\231s          <NA>
## 3881                                                  Masterâ\200\231s         0-49 
## 3882                                                Bachelorâ\200\231s      250-999 
## 3883                                                  Masterâ\200\231s          <NA>
## 3884 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 3885                                                  Masterâ\200\231s       50-249 
## 3886                                                    Doctoral         0-49 
## 3887                                                Bachelorâ\200\231s          <NA>
## 3888 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3889                                                  Masterâ\200\231s   1000-9,999 
## 3890                                                  Masterâ\200\231s          <NA>
## 3891                                                    Doctoral     > 10,000 
## 3892                                                  Masterâ\200\231s       50-249 
## 3893                                                Bachelorâ\200\231s         0-49 
## 3894                                                  Masterâ\200\231s         0-49 
## 3895                                                  Masterâ\200\231s          <NA>
## 3896                                                Professional       50-249 
## 3897                                                    Doctoral         0-49 
## 3898                                                Bachelorâ\200\231s          <NA>
## 3899                                                  Masterâ\200\231s         0-49 
## 3900                                                  Masterâ\200\231s       50-249 
## 3901                                                  Masterâ\200\231s         0-49 
## 3902                                                  Masterâ\200\231s          <NA>
## 3903                                                  Masterâ\200\231s          <NA>
## 3904                                                  Masterâ\200\231s         0-49 
## 3905                                                  Masterâ\200\231s      250-999 
## 3906                                                  Masterâ\200\231s          <NA>
## 3907                                                  Masterâ\200\231s     > 10,000 
## 3908                                                  Masterâ\200\231s   1000-9,999 
## 3909                                                  Masterâ\200\231s       50-249 
## 3910                                                Bachelorâ\200\231s         0-49 
## 3911                                                Bachelorâ\200\231s         0-49 
## 3912                                                Bachelorâ\200\231s   1000-9,999 
## 3913                                                  Masterâ\200\231s      250-999 
## 3914                                                    Doctoral         0-49 
## 3915                                                Bachelorâ\200\231s      250-999 
## 3916                                                    Doctoral     > 10,000 
## 3917                                                  Masterâ\200\231s         0-49 
## 3918                         No formal education past high school        0-49 
## 3919                                                Bachelorâ\200\231s       50-249 
## 3920                                                  Masterâ\200\231s       50-249 
## 3921                                                Professional         0-49 
## 3922                                                    Doctoral         0-49 
## 3923                                                Bachelorâ\200\231s       50-249 
## 3924                                                  Masterâ\200\231s     > 10,000 
## 3925                                                  Masterâ\200\231s   1000-9,999 
## 3926                                                  Masterâ\200\231s      250-999 
## 3927                                                  Masterâ\200\231s         0-49 
## 3928                                                    Doctoral       50-249 
## 3929                                                  Masterâ\200\231s      250-999 
## 3930                                                  Masterâ\200\231s   1000-9,999 
## 3931                                                  Masterâ\200\231s   1000-9,999 
## 3932                                                  Masterâ\200\231s   1000-9,999 
## 3933                                                Bachelorâ\200\231s     > 10,000 
## 3934                                                  Masterâ\200\231s   1000-9,999 
## 3935                                                Bachelorâ\200\231s         0-49 
## 3936                                                  Masterâ\200\231s      250-999 
## 3937                                                Bachelorâ\200\231s          <NA>
## 3938                                                Bachelorâ\200\231s   1000-9,999 
## 3939                                                  Masterâ\200\231s       50-249 
## 3940                                       I prefer not to answer  1000-9,999 
## 3941                                                Bachelorâ\200\231s         0-49 
## 3942                                                  Masterâ\200\231s         0-49 
## 3943                                                  Masterâ\200\231s          <NA>
## 3944                                                Professional       50-249 
## 3945                                                  Masterâ\200\231s      250-999 
## 3946                                                  Masterâ\200\231s       50-249 
## 3947                                                  Masterâ\200\231s      250-999 
## 3948                                                  Masterâ\200\231s     > 10,000 
## 3949                                                  Masterâ\200\231s   1000-9,999 
## 3950                                                Bachelorâ\200\231s          <NA>
## 3951                                                  Masterâ\200\231s          <NA>
## 3952                                                  Masterâ\200\231s      250-999 
## 3953                                                  Masterâ\200\231s   1000-9,999 
## 3954                                                    Doctoral         0-49 
## 3955                                                    Doctoral          <NA>
## 3956                                                  Masterâ\200\231s         0-49 
## 3957                                                Bachelorâ\200\231s         0-49 
## 3958                                       I prefer not to answer         <NA>
## 3959                                                Bachelorâ\200\231s       50-249 
## 3960                                                Bachelorâ\200\231s       50-249 
## 3961                                                  Masterâ\200\231s         0-49 
## 3962                                                  Masterâ\200\231s      250-999 
## 3963                                                  Masterâ\200\231s      250-999 
## 3964                                                  Masterâ\200\231s          <NA>
## 3965                                                  Masterâ\200\231s         0-49 
## 3966                                                  Masterâ\200\231s       50-249 
## 3967                                                  Masterâ\200\231s      250-999 
## 3968                                                  Masterâ\200\231s          <NA>
## 3969                                                  Masterâ\200\231s         0-49 
## 3970                                                Professional         0-49 
## 3971                                                  Masterâ\200\231s   1000-9,999 
## 3972                                                Bachelorâ\200\231s         0-49 
## 3973                                                  Masterâ\200\231s     > 10,000 
## 3974                                                  Masterâ\200\231s      250-999 
## 3975                                                  Masterâ\200\231s     > 10,000 
## 3976                                                  Masterâ\200\231s         0-49 
## 3977                                                  Masterâ\200\231s       50-249 
## 3978                                                  Masterâ\200\231s         0-49 
## 3979                                                  Masterâ\200\231s       50-249 
## 3980                                                  Masterâ\200\231s      250-999 
## 3981 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 3982                         No formal education past high school        0-49 
## 3983                                                Bachelorâ\200\231s         0-49 
## 3984                                                Bachelorâ\200\231s          <NA>
## 3985                                                  Masterâ\200\231s       50-249 
## 3986                                                  Masterâ\200\231s          <NA>
## 3987                                                Bachelorâ\200\231s     > 10,000 
## 3988                                                Bachelorâ\200\231s          <NA>
## 3989                                                Bachelorâ\200\231s         0-49 
## 3990                                                    Doctoral   1000-9,999 
## 3991                                                  Masterâ\200\231s     > 10,000 
## 3992                                                    Doctoral   1000-9,999 
## 3993                                                Bachelorâ\200\231s     > 10,000 
## 3994                                                  Masterâ\200\231s      250-999 
## 3995                                                    Doctoral         0-49 
## 3996                                                  Masterâ\200\231s     > 10,000 
## 3997                                                Professional          <NA>
## 3998                                                  Masterâ\200\231s   1000-9,999 
## 3999                                                Bachelorâ\200\231s     > 10,000 
## 4000                                                    Doctoral         0-49 
## 4001                                                Bachelorâ\200\231s     > 10,000 
## 4002                                                  Masterâ\200\231s      250-999 
## 4003 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 4004                                                    Doctoral      250-999 
## 4005                                                  Masterâ\200\231s         0-49 
## 4006                                                    Doctoral         0-49 
## 4007                                                  Masterâ\200\231s       50-249 
## 4008                                                Bachelorâ\200\231s         0-49 
## 4009                                                Bachelorâ\200\231s      250-999 
## 4010                                                  Masterâ\200\231s          <NA>
## 4011                                                  Masterâ\200\231s          <NA>
## 4012 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4013                                                  Masterâ\200\231s          <NA>
## 4014                                                Bachelorâ\200\231s       50-249 
## 4015                                                Bachelorâ\200\231s      250-999 
## 4016                                                  Masterâ\200\231s      250-999 
## 4017                                                Bachelorâ\200\231s   1000-9,999 
## 4018                                                Bachelorâ\200\231s       50-249 
## 4019 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4020                                                  Masterâ\200\231s       50-249 
## 4021                                                  Masterâ\200\231s      250-999 
## 4022                                                    Doctoral         0-49 
## 4023                                                  Masterâ\200\231s       50-249 
## 4024                                                  Masterâ\200\231s     > 10,000 
## 4025                                                  Masterâ\200\231s     > 10,000 
## 4026                                                  Masterâ\200\231s   1000-9,999 
## 4027                                                    Doctoral     > 10,000 
## 4028                                                  Masterâ\200\231s         0-49 
## 4029                                                  Masterâ\200\231s     > 10,000 
## 4030                                                    Doctoral   1000-9,999 
## 4031                                                    Doctoral      250-999 
## 4032                                                  Masterâ\200\231s         0-49 
## 4033                                                Bachelorâ\200\231s     > 10,000 
## 4034                                       I prefer not to answer  1000-9,999 
## 4035                                                  Masterâ\200\231s       50-249 
## 4036                                                  Masterâ\200\231s      250-999 
## 4037                                                  Masterâ\200\231s   1000-9,999 
## 4038                                       I prefer not to answer         <NA>
## 4039                                                  Masterâ\200\231s     > 10,000 
## 4040                                                  Masterâ\200\231s         0-49 
## 4041                                                  Masterâ\200\231s     > 10,000 
## 4042                                                    Doctoral   1000-9,999 
## 4043                                                    Doctoral         0-49 
## 4044                                                  Masterâ\200\231s          <NA>
## 4045                                                  Masterâ\200\231s          <NA>
## 4046                                                  Masterâ\200\231s      250-999 
## 4047                                                  Masterâ\200\231s      250-999 
## 4048                                                  Masterâ\200\231s          <NA>
## 4049                                                  Masterâ\200\231s          <NA>
## 4050                                                Bachelorâ\200\231s         0-49 
## 4051                                                Professional      250-999 
## 4052                                                  Masterâ\200\231s      250-999 
## 4053                                                    Doctoral      250-999 
## 4054                                                  Masterâ\200\231s       50-249 
## 4055                                                  Masterâ\200\231s   1000-9,999 
## 4056                                                  Masterâ\200\231s         0-49 
## 4057                                                Bachelorâ\200\231s       50-249 
## 4058 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 4059                                                  Masterâ\200\231s   1000-9,999 
## 4060                                                  Masterâ\200\231s         0-49 
## 4061                                                  Masterâ\200\231s         0-49 
## 4062                                                  Masterâ\200\231s     > 10,000 
## 4063                                                Bachelorâ\200\231s   1000-9,999 
## 4064                                                  Masterâ\200\231s         0-49 
## 4065                                                  Masterâ\200\231s          <NA>
## 4066                                                  Masterâ\200\231s       50-249 
## 4067                                                  Masterâ\200\231s   1000-9,999 
## 4068                                                  Masterâ\200\231s         0-49 
## 4069 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 4070                                                  Masterâ\200\231s       50-249 
## 4071                                                Bachelorâ\200\231s          <NA>
## 4072                                                    Doctoral      250-999 
## 4073                                                  Masterâ\200\231s         0-49 
## 4074                                                    Doctoral      250-999 
## 4075                                                    Doctoral          <NA>
## 4076                                                  Masterâ\200\231s     > 10,000 
## 4077                                                    Doctoral       50-249 
## 4078                                                  Masterâ\200\231s      250-999 
## 4079                                                    Doctoral      250-999 
## 4080 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 4081                                                    Doctoral   1000-9,999 
## 4082                                                Bachelorâ\200\231s          <NA>
## 4083                                                  Masterâ\200\231s          <NA>
## 4084                                                  Masterâ\200\231s         0-49 
## 4085                                                  Masterâ\200\231s       50-249 
## 4086                                                Bachelorâ\200\231s         0-49 
## 4087                                                  Masterâ\200\231s       50-249 
## 4088                                                  Masterâ\200\231s   1000-9,999 
## 4089                                                  Masterâ\200\231s         0-49 
## 4090                                       I prefer not to answer      50-249 
## 4091                                                Bachelorâ\200\231s      250-999 
## 4092                                                  Masterâ\200\231s   1000-9,999 
## 4093                                                Bachelorâ\200\231s          <NA>
## 4094                                                    Doctoral   1000-9,999 
## 4095                                                Bachelorâ\200\231s          <NA>
## 4096                                                Bachelorâ\200\231s     > 10,000 
## 4097                                                  Masterâ\200\231s          <NA>
## 4098 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 4099                                                  Masterâ\200\231s       50-249 
## 4100                                                  Masterâ\200\231s         0-49 
## 4101                                                  Masterâ\200\231s      250-999 
## 4102                                                  Masterâ\200\231s          <NA>
## 4103                                                  Masterâ\200\231s         0-49 
## 4104                                                  Masterâ\200\231s      250-999 
## 4105                                                  Masterâ\200\231s          <NA>
## 4106                                                  Masterâ\200\231s          <NA>
## 4107                                                  Masterâ\200\231s         0-49 
## 4108                                                Bachelorâ\200\231s         0-49 
## 4109                         No formal education past high school         <NA>
## 4110                                                    Doctoral   1000-9,999 
## 4111                                                  Masterâ\200\231s      250-999 
## 4112                                                Bachelorâ\200\231s       50-249 
## 4113                                                Bachelorâ\200\231s         0-49 
## 4114                                                    Doctoral      250-999 
## 4115                                       I prefer not to answer        0-49 
## 4116                                                  Masterâ\200\231s         0-49 
## 4117                                                  Masterâ\200\231s   1000-9,999 
## 4118                                                    Doctoral         0-49 
## 4119                                                  Masterâ\200\231s     > 10,000 
## 4120                                                    Doctoral   1000-9,999 
## 4121                                                  Masterâ\200\231s       50-249 
## 4122                                                    Doctoral       50-249 
## 4123                                                  Masterâ\200\231s   1000-9,999 
## 4124                                                    Doctoral       50-249 
## 4125                                                  Masterâ\200\231s          <NA>
## 4126                                                  Masterâ\200\231s         0-49 
## 4127                                                Bachelorâ\200\231s     > 10,000 
## 4128                                                  Masterâ\200\231s       50-249 
## 4129                                                  Masterâ\200\231s         0-49 
## 4130                                                Professional          <NA>
## 4131                                                Bachelorâ\200\231s          <NA>
## 4132                                       I prefer not to answer         <NA>
## 4133                                                  Masterâ\200\231s          <NA>
## 4134                                                    Doctoral   1000-9,999 
## 4135                                                  Masterâ\200\231s         0-49 
## 4136                                       I prefer not to answer        0-49 
## 4137 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4138                                                    Doctoral         0-49 
## 4139                                                  Masterâ\200\231s         0-49 
## 4140                                                  Masterâ\200\231s     > 10,000 
## 4141                                                    Doctoral          <NA>
## 4142                                                Bachelorâ\200\231s          <NA>
## 4143                                                    Doctoral      250-999 
## 4144                                                Bachelorâ\200\231s          <NA>
## 4145                                                Bachelorâ\200\231s          <NA>
## 4146                                                  Masterâ\200\231s       50-249 
## 4147                                                  Masterâ\200\231s       50-249 
## 4148                                                Bachelorâ\200\231s     > 10,000 
## 4149                                                  Masterâ\200\231s          <NA>
## 4150                                                Bachelorâ\200\231s          <NA>
## 4151                                                Bachelorâ\200\231s          <NA>
## 4152                                                  Masterâ\200\231s          <NA>
## 4153                                                Bachelorâ\200\231s   1000-9,999 
## 4154 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4155                                                  Masterâ\200\231s       50-249 
## 4156                                                  Masterâ\200\231s     > 10,000 
## 4157                                                  Masterâ\200\231s          <NA>
## 4158                                                Bachelorâ\200\231s         0-49 
## 4159                                                    Doctoral          <NA>
## 4160                                                Bachelorâ\200\231s     > 10,000 
## 4161                                                Bachelorâ\200\231s          <NA>
## 4162                                                  Masterâ\200\231s         0-49 
## 4163                                                    Doctoral          <NA>
## 4164                                                  Masterâ\200\231s         0-49 
## 4165                                                  Masterâ\200\231s         0-49 
## 4166                                                  Masterâ\200\231s     > 10,000 
## 4167                                                  Masterâ\200\231s     > 10,000 
## 4168                                                    Doctoral         0-49 
## 4169                                                Bachelorâ\200\231s          <NA>
## 4170                                                    Doctoral         0-49 
## 4171                                                    Doctoral         0-49 
## 4172                                                  Masterâ\200\231s   1000-9,999 
## 4173                                                  Masterâ\200\231s       50-249 
## 4174                                                  Masterâ\200\231s         0-49 
## 4175                                                    Doctoral      250-999 
## 4176                                                    Doctoral     > 10,000 
## 4177                                                Bachelorâ\200\231s   1000-9,999 
## 4178                                                Bachelorâ\200\231s          <NA>
## 4179                                                  Masterâ\200\231s       50-249 
## 4180                                                  Masterâ\200\231s         0-49 
## 4181                                                  Masterâ\200\231s     > 10,000 
## 4182                                                  Masterâ\200\231s         0-49 
## 4183                                                  Masterâ\200\231s     > 10,000 
## 4184                                                Bachelorâ\200\231s          <NA>
## 4185                                                  Masterâ\200\231s         0-49 
## 4186                                                    Doctoral       50-249 
## 4187                                                Bachelorâ\200\231s     > 10,000 
## 4188                                                Bachelorâ\200\231s          <NA>
## 4189                                                  Masterâ\200\231s         0-49 
## 4190                                                  Masterâ\200\231s         0-49 
## 4191                                                  Masterâ\200\231s       50-249 
## 4192 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4193                                                Bachelorâ\200\231s         0-49 
## 4194                                                    Doctoral   1000-9,999 
## 4195                                                  Masterâ\200\231s     > 10,000 
## 4196                                                  Masterâ\200\231s      250-999 
## 4197                                                Bachelorâ\200\231s   1000-9,999 
## 4198                                                  Masterâ\200\231s         0-49 
## 4199                                                Bachelorâ\200\231s         0-49 
## 4200                                                  Masterâ\200\231s          <NA>
## 4201                                                Bachelorâ\200\231s      250-999 
## 4202                                                    Doctoral   1000-9,999 
## 4203                                                  Masterâ\200\231s          <NA>
## 4204                                                Bachelorâ\200\231s          <NA>
## 4205                                                  Masterâ\200\231s     > 10,000 
## 4206                                                Bachelorâ\200\231s          <NA>
## 4207                                                Bachelorâ\200\231s          <NA>
## 4208                                                  Masterâ\200\231s       50-249 
## 4209                                                Bachelorâ\200\231s         0-49 
## 4210                                                Bachelorâ\200\231s      250-999 
## 4211                                                Bachelorâ\200\231s     > 10,000 
## 4212                         No formal education past high school        0-49 
## 4213                                                    Doctoral   1000-9,999 
## 4214                                                  Masterâ\200\231s   1000-9,999 
## 4215                                                  Masterâ\200\231s      250-999 
## 4216                                                Bachelorâ\200\231s     > 10,000 
## 4217                                                Bachelorâ\200\231s          <NA>
## 4218                                                  Masterâ\200\231s     > 10,000 
## 4219                                                Bachelorâ\200\231s     > 10,000 
## 4220                                                Bachelorâ\200\231s   1000-9,999 
## 4221                                                  Masterâ\200\231s         0-49 
## 4222                                                    Doctoral       50-249 
## 4223                                                Bachelorâ\200\231s         0-49 
## 4224                                                  Masterâ\200\231s         0-49 
## 4225                                                Bachelorâ\200\231s      250-999 
## 4226                                                    Doctoral      250-999 
## 4227                                                  Masterâ\200\231s          <NA>
## 4228                                                  Masterâ\200\231s          <NA>
## 4229                                                Bachelorâ\200\231s     > 10,000 
## 4230                                                    Doctoral       50-249 
## 4231                                                  Masterâ\200\231s     > 10,000 
## 4232                                                  Masterâ\200\231s       50-249 
## 4233                                                  Masterâ\200\231s      250-999 
## 4234                                                Bachelorâ\200\231s          <NA>
## 4235                                                  Masterâ\200\231s     > 10,000 
## 4236                                                  Masterâ\200\231s         0-49 
## 4237                                                    Doctoral   1000-9,999 
## 4238                                                    Doctoral          <NA>
## 4239                                                Bachelorâ\200\231s          <NA>
## 4240                                                  Masterâ\200\231s         0-49 
## 4241                                                  Masterâ\200\231s      250-999 
## 4242                                                  Masterâ\200\231s          <NA>
## 4243                                                  Masterâ\200\231s     > 10,000 
## 4244                                                    Doctoral      250-999 
## 4245                                                  Masterâ\200\231s     > 10,000 
## 4246                                                  Masterâ\200\231s       50-249 
## 4247                                                    Doctoral       50-249 
## 4248                                                Bachelorâ\200\231s         0-49 
## 4249                                                    Doctoral   1000-9,999 
## 4250                                                Bachelorâ\200\231s          <NA>
## 4251                                                  Masterâ\200\231s         0-49 
## 4252 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 4253                                                  Masterâ\200\231s         0-49 
## 4254                                                Bachelorâ\200\231s         0-49 
## 4255                                                Bachelorâ\200\231s          <NA>
## 4256                                                  Masterâ\200\231s         0-49 
## 4257                                                Bachelorâ\200\231s      250-999 
## 4258                                                  Masterâ\200\231s       50-249 
## 4259                                                  Masterâ\200\231s   1000-9,999 
## 4260                                                Bachelorâ\200\231s   1000-9,999 
## 4261                                                    Doctoral   1000-9,999 
## 4262                                                  Masterâ\200\231s         0-49 
## 4263                                                    Doctoral          <NA>
## 4264                                                Bachelorâ\200\231s     > 10,000 
## 4265                                                  Masterâ\200\231s      250-999 
## 4266                                                  Masterâ\200\231s         0-49 
## 4267                                                Bachelorâ\200\231s         0-49 
## 4268 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4269                                                  Masterâ\200\231s          <NA>
## 4270                                                  Masterâ\200\231s       50-249 
## 4271                                                Professional     > 10,000 
## 4272                                                Professional         0-49 
## 4273                                                  Masterâ\200\231s          <NA>
## 4274                                                  Masterâ\200\231s          <NA>
## 4275                                       I prefer not to answer         <NA>
## 4276                                       I prefer not to answer         <NA>
## 4277                                                  Masterâ\200\231s         0-49 
## 4278                                                Bachelorâ\200\231s          <NA>
## 4279                                                  Masterâ\200\231s          <NA>
## 4280                                                  Masterâ\200\231s         0-49 
## 4281 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4282                                                  Masterâ\200\231s         0-49 
## 4283                                                    Doctoral   1000-9,999 
## 4284                                                    Doctoral      250-999 
## 4285                                                    Doctoral   1000-9,999 
## 4286                                                Bachelorâ\200\231s         0-49 
## 4287                                                    Doctoral      250-999 
## 4288                                                  Masterâ\200\231s         0-49 
## 4289                                                    Doctoral       50-249 
## 4290                                                Bachelorâ\200\231s         0-49 
## 4291                                                Bachelorâ\200\231s       50-249 
## 4292                                                Bachelorâ\200\231s         0-49 
## 4293 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4294                                                Bachelorâ\200\231s         0-49 
## 4295                                                Bachelorâ\200\231s          <NA>
## 4296 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4297                                                  Masterâ\200\231s   1000-9,999 
## 4298                                                Bachelorâ\200\231s   1000-9,999 
## 4299                                                  Masterâ\200\231s   1000-9,999 
## 4300                                                Bachelorâ\200\231s       50-249 
## 4301                                                Professional     > 10,000 
## 4302                                                Bachelorâ\200\231s          <NA>
## 4303                                                  Masterâ\200\231s          <NA>
## 4304                                                Bachelorâ\200\231s         0-49 
## 4305                                                  Masterâ\200\231s   1000-9,999 
## 4306                                                  Masterâ\200\231s         0-49 
## 4307                                                  Masterâ\200\231s   1000-9,999 
## 4308                                                  Masterâ\200\231s         0-49 
## 4309                                                  Masterâ\200\231s     > 10,000 
## 4310                                                  Masterâ\200\231s          <NA>
## 4311                                                  Masterâ\200\231s          <NA>
## 4312                                                  Masterâ\200\231s         0-49 
## 4313                                                    Doctoral      250-999 
## 4314                                                  Masterâ\200\231s   1000-9,999 
## 4315                                                Bachelorâ\200\231s          <NA>
## 4316                                                    Doctoral   1000-9,999 
## 4317                                                Bachelorâ\200\231s          <NA>
## 4318                                                Bachelorâ\200\231s       50-249 
## 4319                                                Bachelorâ\200\231s         0-49 
## 4320                                                    Doctoral   1000-9,999 
## 4321                                                Bachelorâ\200\231s      250-999 
## 4322                                                Bachelorâ\200\231s         0-49 
## 4323                                                Professional   1000-9,999 
## 4324                                                  Masterâ\200\231s     > 10,000 
## 4325                                                  Masterâ\200\231s      250-999 
## 4326                                                Bachelorâ\200\231s     > 10,000 
## 4327                                                Bachelorâ\200\231s     > 10,000 
## 4328                                                    Doctoral      250-999 
## 4329                                                Bachelorâ\200\231s         0-49 
## 4330                                                  Masterâ\200\231s         0-49 
## 4331                                                  Masterâ\200\231s       50-249 
## 4332                                                  Masterâ\200\231s       50-249 
## 4333                                                  Masterâ\200\231s         0-49 
## 4334                                                Bachelorâ\200\231s          <NA>
## 4335                                                Bachelorâ\200\231s   1000-9,999 
## 4336                                                  Masterâ\200\231s   1000-9,999 
## 4337                                                  Masterâ\200\231s   1000-9,999 
## 4338                                                  Masterâ\200\231s   1000-9,999 
## 4339                                                Bachelorâ\200\231s         0-49 
## 4340                                                    Doctoral   1000-9,999 
## 4341                                                  Masterâ\200\231s         0-49 
## 4342                                                  Masterâ\200\231s         0-49 
## 4343 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4344                                                Bachelorâ\200\231s         0-49 
## 4345                                                Bachelorâ\200\231s          <NA>
## 4346                                                    Doctoral         0-49 
## 4347                                                  Masterâ\200\231s   1000-9,999 
## 4348                                                Bachelorâ\200\231s         0-49 
## 4349                                                    Doctoral         0-49 
## 4350 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 4351                                                  Masterâ\200\231s   1000-9,999 
## 4352 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4353                                                Bachelorâ\200\231s          <NA>
## 4354                                                Professional         0-49 
## 4355                                                    Doctoral     > 10,000 
## 4356                                                  Masterâ\200\231s   1000-9,999 
## 4357                                                  Masterâ\200\231s   1000-9,999 
## 4358                                                  Masterâ\200\231s         0-49 
## 4359                                                  Masterâ\200\231s   1000-9,999 
## 4360                                                  Masterâ\200\231s       50-249 
## 4361                                                  Masterâ\200\231s     > 10,000 
## 4362                                                  Masterâ\200\231s         0-49 
## 4363                                                  Masterâ\200\231s     > 10,000 
## 4364                                                  Masterâ\200\231s       50-249 
## 4365                                                  Masterâ\200\231s      250-999 
## 4366                                                  Masterâ\200\231s          <NA>
## 4367                                                  Masterâ\200\231s   1000-9,999 
## 4368                                                Bachelorâ\200\231s          <NA>
## 4369                                                  Masterâ\200\231s      250-999 
## 4370                                                Bachelorâ\200\231s   1000-9,999 
## 4371                                                  Masterâ\200\231s       50-249 
## 4372                                                    Doctoral     > 10,000 
## 4373                                                  Masterâ\200\231s      250-999 
## 4374                                                    Doctoral         0-49 
## 4375                                                  Masterâ\200\231s   1000-9,999 
## 4376                                                  Masterâ\200\231s     > 10,000 
## 4377                                                Bachelorâ\200\231s     > 10,000 
## 4378                                                    Doctoral     > 10,000 
## 4379                                                Bachelorâ\200\231s       50-249 
## 4380                                                    Doctoral     > 10,000 
## 4381                                                Bachelorâ\200\231s         0-49 
## 4382                                                    Doctoral      250-999 
## 4383                                                    Doctoral     > 10,000 
## 4384                                                Bachelorâ\200\231s          <NA>
## 4385                                                Bachelorâ\200\231s     > 10,000 
## 4386                                                  Masterâ\200\231s         0-49 
## 4387                                                Bachelorâ\200\231s      250-999 
## 4388                                                    Doctoral      250-999 
## 4389                                                Bachelorâ\200\231s          <NA>
## 4390                                                  Masterâ\200\231s         0-49 
## 4391                                                Bachelorâ\200\231s          <NA>
## 4392 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4393                                                  Masterâ\200\231s          <NA>
## 4394                                                Bachelorâ\200\231s         0-49 
## 4395                                                  Masterâ\200\231s         0-49 
## 4396                                                  Masterâ\200\231s          <NA>
## 4397                                                  Masterâ\200\231s   1000-9,999 
## 4398                                                Bachelorâ\200\231s          <NA>
## 4399                                                  Masterâ\200\231s      250-999 
## 4400                                                Bachelorâ\200\231s          <NA>
## 4401                                                    Doctoral          <NA>
## 4402                                                Bachelorâ\200\231s   1000-9,999 
## 4403                                                Bachelorâ\200\231s          <NA>
## 4404                                                  Masterâ\200\231s         0-49 
## 4405                                                  Masterâ\200\231s      250-999 
## 4406                                                Bachelorâ\200\231s         0-49 
## 4407                                                  Masterâ\200\231s     > 10,000 
## 4408                                                Bachelorâ\200\231s     > 10,000 
## 4409                                                Bachelorâ\200\231s          <NA>
## 4410                                                Bachelorâ\200\231s          <NA>
## 4411                                                Bachelorâ\200\231s       50-249 
## 4412                                                  Masterâ\200\231s     > 10,000 
## 4413                                                  Masterâ\200\231s      250-999 
## 4414                                                Bachelorâ\200\231s         0-49 
## 4415                                                    Doctoral          <NA>
## 4416                                                Bachelorâ\200\231s   1000-9,999 
## 4417                                                Bachelorâ\200\231s       50-249 
## 4418                                                Bachelorâ\200\231s         0-49 
## 4419                                                Bachelorâ\200\231s     > 10,000 
## 4420                                                Professional          <NA>
## 4421                                                Bachelorâ\200\231s   1000-9,999 
## 4422                                                Bachelorâ\200\231s       50-249 
## 4423                                                  Masterâ\200\231s   1000-9,999 
## 4424 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4425                                                  Masterâ\200\231s       50-249 
## 4426                                                    Doctoral          <NA>
## 4427                                                Bachelorâ\200\231s          <NA>
## 4428                                       I prefer not to answer      50-249 
## 4429                                                  Masterâ\200\231s   1000-9,999 
## 4430                                                  Masterâ\200\231s     > 10,000 
## 4431                                                Bachelorâ\200\231s     > 10,000 
## 4432                                                    Doctoral          <NA>
## 4433                                                  Masterâ\200\231s          <NA>
## 4434                                                  Masterâ\200\231s     > 10,000 
## 4435                                                Bachelorâ\200\231s          <NA>
## 4436                                                Bachelorâ\200\231s      250-999 
## 4437                                                Bachelorâ\200\231s      250-999 
## 4438 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4439                                                    Doctoral     > 10,000 
## 4440                                                Bachelorâ\200\231s     > 10,000 
## 4441                                                  Masterâ\200\231s         0-49 
## 4442                         No formal education past high school         <NA>
## 4443 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 4444                                                Bachelorâ\200\231s          <NA>
## 4445                                                  Masterâ\200\231s     > 10,000 
## 4446                                                  Masterâ\200\231s     > 10,000 
## 4447                                                Bachelorâ\200\231s     > 10,000 
## 4448                                       I prefer not to answer        0-49 
## 4449                                                Bachelorâ\200\231s          <NA>
## 4450                                                  Masterâ\200\231s         0-49 
## 4451                                                  Masterâ\200\231s   1000-9,999 
## 4452                                                  Masterâ\200\231s      250-999 
## 4453                                                Bachelorâ\200\231s         0-49 
## 4454                                                Bachelorâ\200\231s         0-49 
## 4455                                                    Doctoral         0-49 
## 4456                                                Bachelorâ\200\231s       50-249 
## 4457                                                  Masterâ\200\231s   1000-9,999 
## 4458                                                  Masterâ\200\231s     > 10,000 
## 4459                                                  Masterâ\200\231s         0-49 
## 4460                                                Professional         0-49 
## 4461                                                Bachelorâ\200\231s     > 10,000 
## 4462                                                  Masterâ\200\231s      250-999 
## 4463                                                  Masterâ\200\231s     > 10,000 
## 4464                                                  Masterâ\200\231s      250-999 
## 4465                                                Bachelorâ\200\231s     > 10,000 
## 4466                                                  Masterâ\200\231s       50-249 
## 4467                                                  Masterâ\200\231s      250-999 
## 4468                                                Bachelorâ\200\231s          <NA>
## 4469                                                Bachelorâ\200\231s         0-49 
## 4470                                                Bachelorâ\200\231s     > 10,000 
## 4471                                                  Masterâ\200\231s       50-249 
## 4472                                                  Masterâ\200\231s       50-249 
## 4473                                                Bachelorâ\200\231s          <NA>
## 4474                                                  Masterâ\200\231s     > 10,000 
## 4475                                                Bachelorâ\200\231s          <NA>
## 4476 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4477                                                  Masterâ\200\231s     > 10,000 
## 4478                                                  Masterâ\200\231s     > 10,000 
## 4479                                                Bachelorâ\200\231s     > 10,000 
## 4480                                                  Masterâ\200\231s   1000-9,999 
## 4481                                                  Masterâ\200\231s         0-49 
## 4482                                                  Masterâ\200\231s       50-249 
## 4483                                                  Masterâ\200\231s         0-49 
## 4484                                                Professional         0-49 
## 4485                         No formal education past high school      50-249 
## 4486                                                  Masterâ\200\231s     > 10,000 
## 4487                                                Bachelorâ\200\231s          <NA>
## 4488                                       I prefer not to answer    > 10,000 
## 4489                                                  Masterâ\200\231s       50-249 
## 4490                                                    Doctoral     > 10,000 
## 4491                                                  Masterâ\200\231s         0-49 
## 4492                                                  Masterâ\200\231s          <NA>
## 4493                                       I prefer not to answer    > 10,000 
## 4494                                                  Masterâ\200\231s   1000-9,999 
## 4495 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 4496                                                Bachelorâ\200\231s          <NA>
## 4497                                                Bachelorâ\200\231s         0-49 
## 4498                                                  Masterâ\200\231s          <NA>
## 4499                                                Professional         0-49 
## 4500                                                  Masterâ\200\231s       50-249 
## 4501                                                Bachelorâ\200\231s   1000-9,999 
## 4502                                                    Doctoral   1000-9,999 
## 4503                                                Bachelorâ\200\231s         0-49 
## 4504                                                  Masterâ\200\231s         0-49 
## 4505                                                Bachelorâ\200\231s          <NA>
## 4506                         No formal education past high school  1000-9,999 
## 4507                                                Bachelorâ\200\231s     > 10,000 
## 4508                                                Professional       50-249 
## 4509                                                  Masterâ\200\231s     > 10,000 
## 4510                                                  Masterâ\200\231s          <NA>
## 4511                                                Bachelorâ\200\231s          <NA>
## 4512                                                  Masterâ\200\231s     > 10,000 
## 4513                                                    Doctoral       50-249 
## 4514                                                Bachelorâ\200\231s          <NA>
## 4515                                                    Doctoral         0-49 
## 4516                                                  Masterâ\200\231s     > 10,000 
## 4517                                                Bachelorâ\200\231s       50-249 
## 4518                                                Bachelorâ\200\231s   1000-9,999 
## 4519                                                    Doctoral   1000-9,999 
## 4520                                                  Masterâ\200\231s         0-49 
## 4521                                                  Masterâ\200\231s      250-999 
## 4522                                                    Doctoral         0-49 
## 4523                                                Professional          <NA>
## 4524                                                  Masterâ\200\231s       50-249 
## 4525                                                  Masterâ\200\231s      250-999 
## 4526                                                  Masterâ\200\231s   1000-9,999 
## 4527                                                  Masterâ\200\231s      250-999 
## 4528                                                  Masterâ\200\231s       50-249 
## 4529                                                Bachelorâ\200\231s      250-999 
## 4530                                                  Masterâ\200\231s         0-49 
## 4531                                                Bachelorâ\200\231s   1000-9,999 
## 4532                                                  Masterâ\200\231s     > 10,000 
## 4533                                                  Masterâ\200\231s   1000-9,999 
## 4534                                                  Masterâ\200\231s      250-999 
## 4535                                                Bachelorâ\200\231s          <NA>
## 4536                                                  Masterâ\200\231s      250-999 
## 4537                                                  Masterâ\200\231s     > 10,000 
## 4538                                                  Masterâ\200\231s   1000-9,999 
## 4539                                                  Masterâ\200\231s     > 10,000 
## 4540                                                  Masterâ\200\231s       50-249 
## 4541                                                Bachelorâ\200\231s         0-49 
## 4542                                                  Masterâ\200\231s      250-999 
## 4543                                                Bachelorâ\200\231s         0-49 
## 4544                                                Bachelorâ\200\231s          <NA>
## 4545                                                  Masterâ\200\231s   1000-9,999 
## 4546                                                    Doctoral       50-249 
## 4547                                                    Doctoral         0-49 
## 4548                                                Professional         0-49 
## 4549                                                Bachelorâ\200\231s     > 10,000 
## 4550                                                Bachelorâ\200\231s          <NA>
## 4551                                                Bachelorâ\200\231s   1000-9,999 
## 4552                                                  Masterâ\200\231s     > 10,000 
## 4553                                       I prefer not to answer         <NA>
## 4554                                                  Masterâ\200\231s      250-999 
## 4555                                                    Doctoral   1000-9,999 
## 4556                                                  Masterâ\200\231s   1000-9,999 
## 4557                                                  Masterâ\200\231s         0-49 
## 4558                                                    Doctoral     > 10,000 
## 4559                                                    Doctoral     > 10,000 
## 4560                                                    Doctoral       50-249 
## 4561                                                Bachelorâ\200\231s         0-49 
## 4562                                                Bachelorâ\200\231s          <NA>
## 4563                                                Bachelorâ\200\231s     > 10,000 
## 4564                                                  Masterâ\200\231s         0-49 
## 4565                                                Bachelorâ\200\231s   1000-9,999 
## 4566                                                    Doctoral         0-49 
## 4567                                                    Doctoral       50-249 
## 4568                                                Bachelorâ\200\231s          <NA>
## 4569                                                  Masterâ\200\231s   1000-9,999 
## 4570                                                Bachelorâ\200\231s         0-49 
## 4571                                                  Masterâ\200\231s     > 10,000 
## 4572                                                    Doctoral   1000-9,999 
## 4573                                                    Doctoral   1000-9,999 
## 4574                                                  Masterâ\200\231s       50-249 
## 4575                                                  Masterâ\200\231s       50-249 
## 4576                                                Bachelorâ\200\231s          <NA>
## 4577                                                    Doctoral      250-999 
## 4578                                                  Masterâ\200\231s          <NA>
## 4579                                                  Masterâ\200\231s       50-249 
## 4580                                                  Masterâ\200\231s          <NA>
## 4581                                                  Masterâ\200\231s      250-999 
## 4582                                                  Masterâ\200\231s         0-49 
## 4583                                                Bachelorâ\200\231s          <NA>
## 4584                                                  Masterâ\200\231s         0-49 
## 4585                                                  Masterâ\200\231s       50-249 
## 4586                                                Bachelorâ\200\231s          <NA>
## 4587                                                  Masterâ\200\231s          <NA>
## 4588                                                  Masterâ\200\231s         0-49 
## 4589                                                  Masterâ\200\231s         0-49 
## 4590                                                Bachelorâ\200\231s         0-49 
## 4591                                                    Doctoral      250-999 
## 4592                                                  Masterâ\200\231s          <NA>
## 4593                                                Bachelorâ\200\231s         0-49 
## 4594                         No formal education past high school         <NA>
## 4595                                                  Masterâ\200\231s         0-49 
## 4596                                                    Doctoral   1000-9,999 
## 4597                                                Bachelorâ\200\231s          <NA>
## 4598                                                  Masterâ\200\231s          <NA>
## 4599                                                  Masterâ\200\231s     > 10,000 
## 4600                                                    Doctoral         0-49 
## 4601 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 4602                                                Bachelorâ\200\231s          <NA>
## 4603                                                  Masterâ\200\231s   1000-9,999 
## 4604                                                  Masterâ\200\231s   1000-9,999 
## 4605                                                  Masterâ\200\231s     > 10,000 
## 4606 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4607                         No formal education past high school     250-999 
## 4608                         No formal education past high school      50-249 
## 4609                                                  Masterâ\200\231s     > 10,000 
## 4610                                                  Masterâ\200\231s     > 10,000 
## 4611                                                    Doctoral   1000-9,999 
## 4612                                                Bachelorâ\200\231s         0-49 
## 4613                                                  Masterâ\200\231s   1000-9,999 
## 4614                                                  Masterâ\200\231s         0-49 
## 4615                                                    Doctoral   1000-9,999 
## 4616                                                  Masterâ\200\231s     > 10,000 
## 4617                                                Bachelorâ\200\231s         0-49 
## 4618                                                Bachelorâ\200\231s         0-49 
## 4619                                                  Masterâ\200\231s     > 10,000 
## 4620                                                  Masterâ\200\231s   1000-9,999 
## 4621                                                Bachelorâ\200\231s     > 10,000 
## 4622                                                  Masterâ\200\231s          <NA>
## 4623                                                  Masterâ\200\231s   1000-9,999 
## 4624                                                  Masterâ\200\231s         0-49 
## 4625                                                    Doctoral         0-49 
## 4626                                                  Masterâ\200\231s     > 10,000 
## 4627                                                Bachelorâ\200\231s         0-49 
## 4628                                                  Masterâ\200\231s     > 10,000 
## 4629                                                  Masterâ\200\231s          <NA>
## 4630                                                Bachelorâ\200\231s          <NA>
## 4631                                                    Doctoral   1000-9,999 
## 4632                                                  Masterâ\200\231s   1000-9,999 
## 4633                                                  Masterâ\200\231s       50-249 
## 4634                                                Bachelorâ\200\231s   1000-9,999 
## 4635                                                  Masterâ\200\231s         0-49 
## 4636                                                  Masterâ\200\231s       50-249 
## 4637                                                Bachelorâ\200\231s         0-49 
## 4638                                                Bachelorâ\200\231s   1000-9,999 
## 4639                                                Bachelorâ\200\231s          <NA>
## 4640                                                  Masterâ\200\231s      250-999 
## 4641                                                Bachelorâ\200\231s   1000-9,999 
## 4642                                                Professional       50-249 
## 4643                                                Bachelorâ\200\231s          <NA>
## 4644                                                Bachelorâ\200\231s         0-49 
## 4645                                                  Masterâ\200\231s         0-49 
## 4646                                                    Doctoral     > 10,000 
## 4647                                                Bachelorâ\200\231s     > 10,000 
## 4648                                                  Masterâ\200\231s         0-49 
## 4649                                                  Masterâ\200\231s       50-249 
## 4650                                                Bachelorâ\200\231s       50-249 
## 4651                                                  Masterâ\200\231s   1000-9,999 
## 4652                                                    Doctoral         0-49 
## 4653                                                Professional          <NA>
## 4654                                                  Masterâ\200\231s          <NA>
## 4655                                                Professional         0-49 
## 4656                                                  Masterâ\200\231s       50-249 
## 4657                                                Bachelorâ\200\231s          <NA>
## 4658                                                  Masterâ\200\231s   1000-9,999 
## 4659                                                  Masterâ\200\231s      250-999 
## 4660                                                  Masterâ\200\231s         0-49 
## 4661                                                    Doctoral   1000-9,999 
## 4662                                                    Doctoral          <NA>
## 4663                                                  Masterâ\200\231s         0-49 
## 4664                                                  Masterâ\200\231s      250-999 
## 4665                                                  Masterâ\200\231s     > 10,000 
## 4666                                                  Masterâ\200\231s   1000-9,999 
## 4667                                       I prefer not to answer         <NA>
## 4668                                                  Masterâ\200\231s   1000-9,999 
## 4669                         No formal education past high school         <NA>
## 4670                                                  Masterâ\200\231s   1000-9,999 
## 4671                                                    Doctoral      250-999 
## 4672                                                Bachelorâ\200\231s      250-999 
## 4673                                                  Masterâ\200\231s   1000-9,999 
## 4674                                                  Masterâ\200\231s         0-49 
## 4675                                                  Masterâ\200\231s   1000-9,999 
## 4676                                                  Masterâ\200\231s         0-49 
## 4677                                                Bachelorâ\200\231s     > 10,000 
## 4678                                                Professional          <NA>
## 4679                                                  Masterâ\200\231s         0-49 
## 4680                                                  Masterâ\200\231s          <NA>
## 4681                                                  Masterâ\200\231s          <NA>
## 4682                                                  Masterâ\200\231s      250-999 
## 4683                                                Bachelorâ\200\231s          <NA>
## 4684                                                Bachelorâ\200\231s         0-49 
## 4685                                                  Masterâ\200\231s       50-249 
## 4686                         No formal education past high school        0-49 
## 4687                                                Bachelorâ\200\231s     > 10,000 
## 4688                                                Bachelorâ\200\231s       50-249 
## 4689                                                  Masterâ\200\231s          <NA>
## 4690                                                  Masterâ\200\231s         0-49 
## 4691                                                Bachelorâ\200\231s      250-999 
## 4692                                                Bachelorâ\200\231s      250-999 
## 4693                                                Professional   1000-9,999 
## 4694                                                  Masterâ\200\231s     > 10,000 
## 4695                                                  Masterâ\200\231s   1000-9,999 
## 4696                                                Professional       50-249 
## 4697                                                Bachelorâ\200\231s          <NA>
## 4698                                                Bachelorâ\200\231s       50-249 
## 4699                                                    Doctoral   1000-9,999 
## 4700                                                  Masterâ\200\231s          <NA>
## 4701                                                Bachelorâ\200\231s      250-999 
## 4702                                                Bachelorâ\200\231s          <NA>
## 4703                                                Bachelorâ\200\231s          <NA>
## 4704                                                  Masterâ\200\231s         0-49 
## 4705                                                    Doctoral         0-49 
## 4706                                                Bachelorâ\200\231s     > 10,000 
## 4707                                                Bachelorâ\200\231s          <NA>
## 4708                                                    Doctoral       50-249 
## 4709                                                Bachelorâ\200\231s          <NA>
## 4710                                                  Masterâ\200\231s      250-999 
## 4711                                                    Doctoral     > 10,000 
## 4712                                                Bachelorâ\200\231s          <NA>
## 4713                                                  Masterâ\200\231s     > 10,000 
## 4714                                                Bachelorâ\200\231s          <NA>
## 4715                                                Bachelorâ\200\231s          <NA>
## 4716                                                    Doctoral   1000-9,999 
## 4717                                                  Masterâ\200\231s       50-249 
## 4718                                                    Doctoral         0-49 
## 4719                                                Bachelorâ\200\231s     > 10,000 
## 4720                                                    Doctoral      250-999 
## 4721                                                Bachelorâ\200\231s       50-249 
## 4722                                                    Doctoral   1000-9,999 
## 4723                                                  Masterâ\200\231s          <NA>
## 4724                                                  Masterâ\200\231s       50-249 
## 4725                                       I prefer not to answer    > 10,000 
## 4726                                                  Masterâ\200\231s       50-249 
## 4727                                                  Masterâ\200\231s         0-49 
## 4728                                                    Doctoral          <NA>
## 4729                                                  Masterâ\200\231s   1000-9,999 
## 4730                                                    Doctoral         0-49 
## 4731                                                  Masterâ\200\231s         0-49 
## 4732                                                  Masterâ\200\231s     > 10,000 
## 4733                                                Bachelorâ\200\231s     > 10,000 
## 4734                                                  Masterâ\200\231s   1000-9,999 
## 4735                                                  Masterâ\200\231s       50-249 
## 4736                                                Bachelorâ\200\231s         0-49 
## 4737                                                Bachelorâ\200\231s          <NA>
## 4738                                                  Masterâ\200\231s         0-49 
## 4739                                                  Masterâ\200\231s     > 10,000 
## 4740                                                  Masterâ\200\231s   1000-9,999 
## 4741                                                  Masterâ\200\231s      250-999 
## 4742                                                    Doctoral      250-999 
## 4743                                                Bachelorâ\200\231s          <NA>
## 4744                                                Professional   1000-9,999 
## 4745                                                    Doctoral   1000-9,999 
## 4746                                                  Masterâ\200\231s          <NA>
## 4747                                                  Masterâ\200\231s          <NA>
## 4748                                                  Masterâ\200\231s         0-49 
## 4749                                                Bachelorâ\200\231s      250-999 
## 4750                                                Bachelorâ\200\231s     > 10,000 
## 4751 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4752                                                  Masterâ\200\231s     > 10,000 
## 4753                                                  Masterâ\200\231s         0-49 
## 4754 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4755                                                  Masterâ\200\231s       50-249 
## 4756                                                Bachelorâ\200\231s          <NA>
## 4757                                                Bachelorâ\200\231s     > 10,000 
## 4758                                                  Masterâ\200\231s      250-999 
## 4759                                                    Doctoral   1000-9,999 
## 4760                                                  Masterâ\200\231s   1000-9,999 
## 4761                                                Professional     > 10,000 
## 4762                                                Bachelorâ\200\231s          <NA>
## 4763 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 4764                                                  Masterâ\200\231s   1000-9,999 
## 4765                                                Bachelorâ\200\231s          <NA>
## 4766                                                  Masterâ\200\231s   1000-9,999 
## 4767                                                Bachelorâ\200\231s      250-999 
## 4768                                                  Masterâ\200\231s   1000-9,999 
## 4769                                                    Doctoral     > 10,000 
## 4770                                                  Masterâ\200\231s     > 10,000 
## 4771                                                  Masterâ\200\231s       50-249 
## 4772 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4773                                                  Masterâ\200\231s          <NA>
## 4774                                                  Masterâ\200\231s     > 10,000 
## 4775                                                  Masterâ\200\231s   1000-9,999 
## 4776                                                Bachelorâ\200\231s     > 10,000 
## 4777                                                  Masterâ\200\231s     > 10,000 
## 4778                                                Bachelorâ\200\231s          <NA>
## 4779                                                    Doctoral       50-249 
## 4780                                                  Masterâ\200\231s         0-49 
## 4781                                                  Masterâ\200\231s          <NA>
## 4782                                                  Masterâ\200\231s     > 10,000 
## 4783                                                Bachelorâ\200\231s     > 10,000 
## 4784                                                Bachelorâ\200\231s          <NA>
## 4785 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 4786                                                Bachelorâ\200\231s         0-49 
## 4787                                                Bachelorâ\200\231s          <NA>
## 4788                                                    Doctoral          <NA>
## 4789                                                  Masterâ\200\231s   1000-9,999 
## 4790                                                Bachelorâ\200\231s          <NA>
## 4791                                                  Masterâ\200\231s   1000-9,999 
## 4792                                                  Masterâ\200\231s     > 10,000 
## 4793                                                    Doctoral      250-999 
## 4794                                                    Doctoral     > 10,000 
## 4795                                                    Doctoral       50-249 
## 4796                                                  Masterâ\200\231s     > 10,000 
## 4797                                                Bachelorâ\200\231s   1000-9,999 
## 4798 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4799                                                  Masterâ\200\231s          <NA>
## 4800                                                  Masterâ\200\231s     > 10,000 
## 4801                                                Bachelorâ\200\231s          <NA>
## 4802                                                Bachelorâ\200\231s          <NA>
## 4803                                                  Masterâ\200\231s          <NA>
## 4804                                                    Doctoral   1000-9,999 
## 4805                                                Bachelorâ\200\231s     > 10,000 
## 4806                                                Bachelorâ\200\231s          <NA>
## 4807                                                  Masterâ\200\231s      250-999 
## 4808                                                  Masterâ\200\231s     > 10,000 
## 4809                                                    Doctoral          <NA>
## 4810                                                Bachelorâ\200\231s       50-249 
## 4811                                                  Masterâ\200\231s      250-999 
## 4812                                                  Masterâ\200\231s         0-49 
## 4813                                                    Doctoral      250-999 
## 4814                                                Professional         0-49 
## 4815 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 4816                                                  Masterâ\200\231s     > 10,000 
## 4817                                                    Doctoral   1000-9,999 
## 4818                                                    Doctoral     > 10,000 
## 4819                                                    Doctoral         0-49 
## 4820                                                    Doctoral         0-49 
## 4821                                                    Doctoral          <NA>
## 4822                                                  Masterâ\200\231s       50-249 
## 4823                                                Bachelorâ\200\231s       50-249 
## 4824                                                Bachelorâ\200\231s      250-999 
## 4825                                                    Doctoral         0-49 
## 4826                                                  Masterâ\200\231s      250-999 
## 4827                                                  Masterâ\200\231s     > 10,000 
## 4828                                                    Doctoral     > 10,000 
## 4829                                                Bachelorâ\200\231s          <NA>
## 4830                                                  Masterâ\200\231s          <NA>
## 4831                                                  Masterâ\200\231s      250-999 
## 4832 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 4833                                                  Masterâ\200\231s       50-249 
## 4834                                                Bachelorâ\200\231s          <NA>
## 4835                                                Bachelorâ\200\231s   1000-9,999 
## 4836 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4837                                                  Masterâ\200\231s         0-49 
## 4838                                                  Masterâ\200\231s          <NA>
## 4839                                                  Masterâ\200\231s       50-249 
## 4840                                                Bachelorâ\200\231s     > 10,000 
## 4841                                                Professional       50-249 
## 4842                                                    Doctoral         0-49 
## 4843                                                    Doctoral      250-999 
## 4844                                                  Masterâ\200\231s     > 10,000 
## 4845                                                    Doctoral       50-249 
## 4846                                                  Masterâ\200\231s     > 10,000 
## 4847                                                  Masterâ\200\231s     > 10,000 
## 4848                                                Bachelorâ\200\231s   1000-9,999 
## 4849                                                  Masterâ\200\231s     > 10,000 
## 4850                                                  Masterâ\200\231s     > 10,000 
## 4851                                                    Doctoral         0-49 
## 4852                                                    Doctoral       50-249 
## 4853                                                  Masterâ\200\231s     > 10,000 
## 4854                                                  Masterâ\200\231s     > 10,000 
## 4855                                                  Masterâ\200\231s         0-49 
## 4856                                                    Doctoral       50-249 
## 4857 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 4858                                                Bachelorâ\200\231s      250-999 
## 4859                                                  Masterâ\200\231s         0-49 
## 4860                                                    Doctoral      250-999 
## 4861 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4862                                                Bachelorâ\200\231s          <NA>
## 4863                                                    Doctoral     > 10,000 
## 4864                                                  Masterâ\200\231s         0-49 
## 4865                                                Bachelorâ\200\231s          <NA>
## 4866                                                    Doctoral   1000-9,999 
## 4867                                                Bachelorâ\200\231s         0-49 
## 4868                                                  Masterâ\200\231s          <NA>
## 4869                                                    Doctoral       50-249 
## 4870                                                    Doctoral      250-999 
## 4871                                                  Masterâ\200\231s      250-999 
## 4872                                                  Masterâ\200\231s         0-49 
## 4873                                                  Masterâ\200\231s       50-249 
## 4874 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 4875                                                  Masterâ\200\231s   1000-9,999 
## 4876                                                  Masterâ\200\231s     > 10,000 
## 4877                                                Bachelorâ\200\231s          <NA>
## 4878                                                  Masterâ\200\231s         0-49 
## 4879                                                  Masterâ\200\231s          <NA>
## 4880                                                Bachelorâ\200\231s         0-49 
## 4881                                                  Masterâ\200\231s   1000-9,999 
## 4882                                                  Masterâ\200\231s          <NA>
## 4883                                                  Masterâ\200\231s          <NA>
## 4884                                                  Masterâ\200\231s         0-49 
## 4885                                                Bachelorâ\200\231s          <NA>
## 4886                                                Bachelorâ\200\231s      250-999 
## 4887                         No formal education past high school      50-249 
## 4888                                                  Masterâ\200\231s     > 10,000 
## 4889                                                Bachelorâ\200\231s     > 10,000 
## 4890                                                  Masterâ\200\231s     > 10,000 
## 4891                                                  Masterâ\200\231s     > 10,000 
## 4892                                                    Doctoral   1000-9,999 
## 4893                                                  Masterâ\200\231s          <NA>
## 4894                                                Bachelorâ\200\231s          <NA>
## 4895                                                Professional   1000-9,999 
## 4896                                                    Doctoral   1000-9,999 
## 4897                                                    Doctoral          <NA>
## 4898                                                    Doctoral          <NA>
## 4899                                                Bachelorâ\200\231s     > 10,000 
## 4900                                                  Masterâ\200\231s       50-249 
## 4901                                                    Doctoral         0-49 
## 4902                                                    Doctoral         0-49 
## 4903                                                  Masterâ\200\231s         0-49 
## 4904                                                Bachelorâ\200\231s          <NA>
## 4905                                                  Masterâ\200\231s         0-49 
## 4906                                                    Doctoral         0-49 
## 4907                                                Bachelorâ\200\231s     > 10,000 
## 4908                                                    Doctoral          <NA>
## 4909                                                Bachelorâ\200\231s         0-49 
## 4910                                                Bachelorâ\200\231s          <NA>
## 4911                                                    Doctoral     > 10,000 
## 4912                                                  Masterâ\200\231s       50-249 
## 4913                                                  Masterâ\200\231s          <NA>
## 4914                                                    Doctoral     > 10,000 
## 4915                                                    Doctoral   1000-9,999 
## 4916                                                Bachelorâ\200\231s       50-249 
## 4917                                                    Doctoral       50-249 
## 4918                                                Bachelorâ\200\231s     > 10,000 
## 4919                                                Bachelorâ\200\231s     > 10,000 
## 4920                                                  Masterâ\200\231s     > 10,000 
## 4921                                                    Doctoral         0-49 
## 4922                                                  Masterâ\200\231s   1000-9,999 
## 4923                                                    Doctoral         0-49 
## 4924                                                Bachelorâ\200\231s      250-999 
## 4925                                                Bachelorâ\200\231s          <NA>
## 4926                                                    Doctoral         0-49 
## 4927                         No formal education past high school        0-49 
## 4928                                                Bachelorâ\200\231s     > 10,000 
## 4929                                                Professional      250-999 
## 4930                                                    Doctoral       50-249 
## 4931                                                Bachelorâ\200\231s       50-249 
## 4932                                                  Masterâ\200\231s         0-49 
## 4933                                                Bachelorâ\200\231s     > 10,000 
## 4934                                                  Masterâ\200\231s     > 10,000 
## 4935                                                  Masterâ\200\231s     > 10,000 
## 4936                                                  Masterâ\200\231s      250-999 
## 4937                                                Professional         0-49 
## 4938                                                Bachelorâ\200\231s          <NA>
## 4939                                                  Masterâ\200\231s          <NA>
## 4940                                                Bachelorâ\200\231s          <NA>
## 4941                                                Bachelorâ\200\231s   1000-9,999 
## 4942                                                    Doctoral         0-49 
## 4943                                                  Masterâ\200\231s       50-249 
## 4944                                                    Doctoral       50-249 
## 4945                                                  Masterâ\200\231s     > 10,000 
## 4946                                                Bachelorâ\200\231s     > 10,000 
## 4947                                                    Doctoral         0-49 
## 4948                                                  Masterâ\200\231s   1000-9,999 
## 4949                                                  Masterâ\200\231s     > 10,000 
## 4950                                                Bachelorâ\200\231s         0-49 
## 4951                                                    Doctoral   1000-9,999 
## 4952                                                  Masterâ\200\231s   1000-9,999 
## 4953                                                  Masterâ\200\231s   1000-9,999 
## 4954                                                Bachelorâ\200\231s     > 10,000 
## 4955                                                    Doctoral   1000-9,999 
## 4956                                                Bachelorâ\200\231s   1000-9,999 
## 4957                                                Bachelorâ\200\231s          <NA>
## 4958                                                Bachelorâ\200\231s          <NA>
## 4959                                                  Masterâ\200\231s         0-49 
## 4960                                                Bachelorâ\200\231s         0-49 
## 4961                                                Bachelorâ\200\231s   1000-9,999 
## 4962                                                  Masterâ\200\231s         0-49 
## 4963                                                    Doctoral     > 10,000 
## 4964                                                Bachelorâ\200\231s          <NA>
## 4965                                                    Doctoral     > 10,000 
## 4966                                                  Masterâ\200\231s         0-49 
## 4967                                                Bachelorâ\200\231s         0-49 
## 4968                                                    Doctoral         0-49 
## 4969                                                    Doctoral   1000-9,999 
## 4970                                                  Masterâ\200\231s     > 10,000 
## 4971                                                Bachelorâ\200\231s          <NA>
## 4972                                                    Doctoral          <NA>
## 4973                                                Bachelorâ\200\231s     > 10,000 
## 4974                                                Bachelorâ\200\231s     > 10,000 
## 4975                                                  Masterâ\200\231s         0-49 
## 4976                                                    Doctoral     > 10,000 
## 4977                                                  Masterâ\200\231s     > 10,000 
## 4978                                                  Masterâ\200\231s       50-249 
## 4979                                                Bachelorâ\200\231s       50-249 
## 4980                                                  Masterâ\200\231s         0-49 
## 4981                                                    Doctoral   1000-9,999 
## 4982 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 4983                                                    Doctoral         0-49 
## 4984                                                  Masterâ\200\231s   1000-9,999 
## 4985                                                Bachelorâ\200\231s          <NA>
## 4986                                                  Masterâ\200\231s   1000-9,999 
## 4987                                                Bachelorâ\200\231s         0-49 
## 4988                                                Bachelorâ\200\231s     > 10,000 
## 4989                                                Bachelorâ\200\231s     > 10,000 
## 4990                                                Bachelorâ\200\231s         0-49 
## 4991                                                Bachelorâ\200\231s     > 10,000 
## 4992                                                  Masterâ\200\231s      250-999 
## 4993                                                    Doctoral   1000-9,999 
## 4994                                                Bachelorâ\200\231s      250-999 
## 4995                                                    Doctoral     > 10,000 
## 4996                                                  Masterâ\200\231s     > 10,000 
## 4997                                                  Masterâ\200\231s     > 10,000 
## 4998                                                  Masterâ\200\231s         0-49 
## 4999                                                  Masterâ\200\231s      250-999 
## 5000                                                  Masterâ\200\231s         0-49 
## 5001                                                Bachelorâ\200\231s     > 10,000 
## 5002                                                  Masterâ\200\231s       50-249 
## 5003                                                  Masterâ\200\231s      250-999 
## 5004                                                  Masterâ\200\231s   1000-9,999 
## 5005                                                Bachelorâ\200\231s          <NA>
## 5006                                                Bachelorâ\200\231s   1000-9,999 
## 5007                                                  Masterâ\200\231s         0-49 
## 5008                                                Bachelorâ\200\231s     > 10,000 
## 5009                                                Bachelorâ\200\231s   1000-9,999 
## 5010                                                    Doctoral     > 10,000 
## 5011                                                Bachelorâ\200\231s      250-999 
## 5012                                                  Masterâ\200\231s     > 10,000 
## 5013                                                Bachelorâ\200\231s     > 10,000 
## 5014                                                    Doctoral   1000-9,999 
## 5015                                                    Doctoral     > 10,000 
## 5016                                                Professional          <NA>
## 5017                                                  Masterâ\200\231s          <NA>
## 5018                                                    Doctoral         0-49 
## 5019                                                Bachelorâ\200\231s         0-49 
## 5020                                                Bachelorâ\200\231s     > 10,000 
## 5021                                                Bachelorâ\200\231s   1000-9,999 
## 5022                                                Bachelorâ\200\231s          <NA>
## 5023                                                Bachelorâ\200\231s         0-49 
## 5024                                                  Masterâ\200\231s   1000-9,999 
## 5025                                                    Doctoral          <NA>
## 5026                                                Bachelorâ\200\231s          <NA>
## 5027                                                    Doctoral     > 10,000 
## 5028                                                  Masterâ\200\231s      250-999 
## 5029                                                    Doctoral     > 10,000 
## 5030                                                Bachelorâ\200\231s       50-249 
## 5031                                                Bachelorâ\200\231s         0-49 
## 5032                                                Bachelorâ\200\231s       50-249 
## 5033                                                Bachelorâ\200\231s     > 10,000 
## 5034                                                Bachelorâ\200\231s          <NA>
## 5035                                                  Masterâ\200\231s   1000-9,999 
## 5036                                                  Masterâ\200\231s         0-49 
## 5037                                                Bachelorâ\200\231s          <NA>
## 5038                                                  Masterâ\200\231s     > 10,000 
## 5039                                                  Masterâ\200\231s     > 10,000 
## 5040                                                Bachelorâ\200\231s         0-49 
## 5041                                                    Doctoral       50-249 
## 5042                                                  Masterâ\200\231s   1000-9,999 
## 5043                                                  Masterâ\200\231s         0-49 
## 5044                                                Bachelorâ\200\231s          <NA>
## 5045                                                Bachelorâ\200\231s   1000-9,999 
## 5046                                                  Masterâ\200\231s          <NA>
## 5047                                                Bachelorâ\200\231s          <NA>
## 5048                                                  Masterâ\200\231s          <NA>
## 5049                                                    Doctoral      250-999 
## 5050                                                    Doctoral       50-249 
## 5051                                                Bachelorâ\200\231s     > 10,000 
## 5052                                                  Masterâ\200\231s         0-49 
## 5053                         No formal education past high school         <NA>
## 5054                                                    Doctoral         0-49 
## 5055                                                  Masterâ\200\231s     > 10,000 
## 5056                                                  Masterâ\200\231s     > 10,000 
## 5057                                                    Doctoral       50-249 
## 5058                                                Bachelorâ\200\231s         0-49 
## 5059                                                  Masterâ\200\231s     > 10,000 
## 5060                                                Professional      250-999 
## 5061                                                  Masterâ\200\231s          <NA>
## 5062                                                Bachelorâ\200\231s       50-249 
## 5063                                                  Masterâ\200\231s          <NA>
## 5064                                                  Masterâ\200\231s         0-49 
## 5065                                                  Masterâ\200\231s          <NA>
## 5066                                                  Masterâ\200\231s          <NA>
## 5067                                                  Masterâ\200\231s     > 10,000 
## 5068                                                  Masterâ\200\231s      250-999 
## 5069                                                    Doctoral         0-49 
## 5070                                                Bachelorâ\200\231s          <NA>
## 5071                                                  Masterâ\200\231s   1000-9,999 
## 5072                                                  Masterâ\200\231s   1000-9,999 
## 5073                                                    Doctoral      250-999 
## 5074                                                Bachelorâ\200\231s          <NA>
## 5075                                                  Masterâ\200\231s      250-999 
## 5076                                                    Doctoral          <NA>
## 5077 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 5078                                                  Masterâ\200\231s          <NA>
## 5079                                                Bachelorâ\200\231s      250-999 
## 5080                                                Bachelorâ\200\231s          <NA>
## 5081                                                  Masterâ\200\231s     > 10,000 
## 5082                                                Bachelorâ\200\231s       50-249 
## 5083                                                  Masterâ\200\231s          <NA>
## 5084                                                Bachelorâ\200\231s          <NA>
## 5085                                                  Masterâ\200\231s       50-249 
## 5086                                                    Doctoral      250-999 
## 5087                                                  Masterâ\200\231s          <NA>
## 5088                         No formal education past high school         <NA>
## 5089                                                  Masterâ\200\231s     > 10,000 
## 5090                                                  Masterâ\200\231s       50-249 
## 5091                                                Bachelorâ\200\231s          <NA>
## 5092                                                  Masterâ\200\231s         0-49 
## 5093                                                Professional       50-249 
## 5094                                                  Masterâ\200\231s          <NA>
## 5095                                                Bachelorâ\200\231s         0-49 
## 5096                         No formal education past high school  1000-9,999 
## 5097                                                Bachelorâ\200\231s     > 10,000 
## 5098                                                Bachelorâ\200\231s     > 10,000 
## 5099                                                  Masterâ\200\231s         0-49 
## 5100                                                  Masterâ\200\231s     > 10,000 
## 5101                                                Bachelorâ\200\231s          <NA>
## 5102                                                    Doctoral         0-49 
## 5103                                                  Masterâ\200\231s       50-249 
## 5104                                                  Masterâ\200\231s         0-49 
## 5105                                                  Masterâ\200\231s   1000-9,999 
## 5106                                                Bachelorâ\200\231s         0-49 
## 5107                                                  Masterâ\200\231s       50-249 
## 5108                                                    Doctoral         0-49 
## 5109                                                  Masterâ\200\231s       50-249 
## 5110 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5111                                       I prefer not to answer     250-999 
## 5112                                                Professional   1000-9,999 
## 5113                                                    Doctoral         0-49 
## 5114                                                  Masterâ\200\231s         0-49 
## 5115                                                    Doctoral     > 10,000 
## 5116                                                  Masterâ\200\231s      250-999 
## 5117                                                  Masterâ\200\231s      250-999 
## 5118                                                Bachelorâ\200\231s         0-49 
## 5119                                                Bachelorâ\200\231s          <NA>
## 5120                                                  Masterâ\200\231s     > 10,000 
## 5121                                                  Masterâ\200\231s          <NA>
## 5122                                                Bachelorâ\200\231s          <NA>
## 5123                                                Bachelorâ\200\231s       50-249 
## 5124                                                  Masterâ\200\231s       50-249 
## 5125 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5126                                                  Masterâ\200\231s   1000-9,999 
## 5127 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 5128                                                Bachelorâ\200\231s         0-49 
## 5129                                                Bachelorâ\200\231s         0-49 
## 5130                                                  Masterâ\200\231s         0-49 
## 5131                                                  Masterâ\200\231s         0-49 
## 5132                                                  Masterâ\200\231s         0-49 
## 5133                                                  Masterâ\200\231s          <NA>
## 5134                                                  Masterâ\200\231s   1000-9,999 
## 5135                                                  Masterâ\200\231s      250-999 
## 5136                                                  Masterâ\200\231s       50-249 
## 5137                                                Bachelorâ\200\231s          <NA>
## 5138                         No formal education past high school         <NA>
## 5139                                                  Masterâ\200\231s     > 10,000 
## 5140                                                  Masterâ\200\231s   1000-9,999 
## 5141                                                Professional          <NA>
## 5142                                                Bachelorâ\200\231s          <NA>
## 5143                                                    Doctoral     > 10,000 
## 5144                                                  Masterâ\200\231s         0-49 
## 5145                                                  Masterâ\200\231s          <NA>
## 5146                                                    Doctoral         0-49 
## 5147                                                  Masterâ\200\231s      250-999 
## 5148                                                    Doctoral      250-999 
## 5149                                                Bachelorâ\200\231s   1000-9,999 
## 5150                                                Bachelorâ\200\231s          <NA>
## 5151                                                    Doctoral     > 10,000 
## 5152                                                  Masterâ\200\231s       50-249 
## 5153                                                  Masterâ\200\231s       50-249 
## 5154                                                    Doctoral      250-999 
## 5155                                                Bachelorâ\200\231s       50-249 
## 5156                                                Bachelorâ\200\231s       50-249 
## 5157                                                  Masterâ\200\231s     > 10,000 
## 5158                                                  Masterâ\200\231s         0-49 
## 5159                                                  Masterâ\200\231s          <NA>
## 5160 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5161                                                  Masterâ\200\231s       50-249 
## 5162                                                Bachelorâ\200\231s       50-249 
## 5163                                                  Masterâ\200\231s   1000-9,999 
## 5164                                                Bachelorâ\200\231s         0-49 
## 5165                                                  Masterâ\200\231s     > 10,000 
## 5166                                                    Doctoral      250-999 
## 5167                                                Bachelorâ\200\231s         0-49 
## 5168                                                  Masterâ\200\231s   1000-9,999 
## 5169                                                Bachelorâ\200\231s         0-49 
## 5170                                                    Doctoral         0-49 
## 5171                                                Bachelorâ\200\231s     > 10,000 
## 5172                                                  Masterâ\200\231s         0-49 
## 5173                                                    Doctoral       50-249 
## 5174                                                Bachelorâ\200\231s         0-49 
## 5175                                                  Masterâ\200\231s       50-249 
## 5176                                                Bachelorâ\200\231s     > 10,000 
## 5177 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5178                                                    Doctoral   1000-9,999 
## 5179                                                  Masterâ\200\231s   1000-9,999 
## 5180                                                  Masterâ\200\231s         0-49 
## 5181                                                    Doctoral   1000-9,999 
## 5182                                                  Masterâ\200\231s       50-249 
## 5183                                                    Doctoral       50-249 
## 5184                                                  Masterâ\200\231s      250-999 
## 5185                                                  Masterâ\200\231s     > 10,000 
## 5186                                                    Doctoral       50-249 
## 5187                                                  Masterâ\200\231s      250-999 
## 5188                                                    Doctoral          <NA>
## 5189                                                  Masterâ\200\231s          <NA>
## 5190                                                    Doctoral     > 10,000 
## 5191                                                Bachelorâ\200\231s       50-249 
## 5192                                                Bachelorâ\200\231s          <NA>
## 5193                                                    Doctoral         0-49 
## 5194                                                  Masterâ\200\231s     > 10,000 
## 5195                                                    Doctoral     > 10,000 
## 5196                                                Bachelorâ\200\231s          <NA>
## 5197                                                  Masterâ\200\231s     > 10,000 
## 5198                                                    Doctoral       50-249 
## 5199                                                    Doctoral   1000-9,999 
## 5200                                                Professional   1000-9,999 
## 5201                                                  Masterâ\200\231s     > 10,000 
## 5202                                                Bachelorâ\200\231s          <NA>
## 5203                                                  Masterâ\200\231s         0-49 
## 5204                                                    Doctoral     > 10,000 
## 5205                                                Bachelorâ\200\231s     > 10,000 
## 5206 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5207                                                  Masterâ\200\231s         0-49 
## 5208                                                    Doctoral          <NA>
## 5209                                                    Doctoral         0-49 
## 5210                                                Professional   1000-9,999 
## 5211                                                  Masterâ\200\231s         0-49 
## 5212                                                Bachelorâ\200\231s         0-49 
## 5213                                                  Masterâ\200\231s      250-999 
## 5214                                                    Doctoral     > 10,000 
## 5215                                                  Masterâ\200\231s   1000-9,999 
## 5216                                                    Doctoral   1000-9,999 
## 5217                                                Bachelorâ\200\231s          <NA>
## 5218                                                  Masterâ\200\231s     > 10,000 
## 5219                                                  Masterâ\200\231s      250-999 
## 5220                                                  Masterâ\200\231s         0-49 
## 5221                                                  Masterâ\200\231s     > 10,000 
## 5222                                                  Masterâ\200\231s         0-49 
## 5223                                                  Masterâ\200\231s      250-999 
## 5224 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5225                                                Bachelorâ\200\231s          <NA>
## 5226                                                    Doctoral     > 10,000 
## 5227                                                  Masterâ\200\231s     > 10,000 
## 5228                                                    Doctoral     > 10,000 
## 5229                                                  Masterâ\200\231s          <NA>
## 5230                                                Bachelorâ\200\231s     > 10,000 
## 5231                                                    Doctoral     > 10,000 
## 5232                                                  Masterâ\200\231s       50-249 
## 5233                                                    Doctoral   1000-9,999 
## 5234                                                    Doctoral   1000-9,999 
## 5235 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 5236                                                  Masterâ\200\231s         0-49 
## 5237 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 5238                                                  Masterâ\200\231s         0-49 
## 5239                                                Professional         0-49 
## 5240                                                  Masterâ\200\231s       50-249 
## 5241                                                  Masterâ\200\231s     > 10,000 
## 5242                                                  Masterâ\200\231s      250-999 
## 5243                                                  Masterâ\200\231s     > 10,000 
## 5244 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 5245                                                Bachelorâ\200\231s         0-49 
## 5246                                                    Doctoral   1000-9,999 
## 5247                                                Bachelorâ\200\231s          <NA>
## 5248                                                  Masterâ\200\231s          <NA>
## 5249                                                    Doctoral          <NA>
## 5250                                                Bachelorâ\200\231s     > 10,000 
## 5251                                                Professional     > 10,000 
## 5252                                                  Masterâ\200\231s         0-49 
## 5253 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5254                                                    Doctoral         0-49 
## 5255                                                  Masterâ\200\231s         0-49 
## 5256                                                Bachelorâ\200\231s       50-249 
## 5257                                                  Masterâ\200\231s       50-249 
## 5258                                                  Masterâ\200\231s       50-249 
## 5259                                                Bachelorâ\200\231s     > 10,000 
## 5260                                                  Masterâ\200\231s          <NA>
## 5261                                                  Masterâ\200\231s          <NA>
## 5262                                                    Doctoral   1000-9,999 
## 5263                                                  Masterâ\200\231s   1000-9,999 
## 5264                                                    Doctoral     > 10,000 
## 5265                                                  Masterâ\200\231s     > 10,000 
## 5266                                                    Doctoral      250-999 
## 5267                                                    Doctoral       50-249 
## 5268                                                  Masterâ\200\231s   1000-9,999 
## 5269                                                  Masterâ\200\231s         0-49 
## 5270                                                    Doctoral       50-249 
## 5271                                                Bachelorâ\200\231s      250-999 
## 5272                                                  Masterâ\200\231s       50-249 
## 5273 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5274                                                  Masterâ\200\231s      250-999 
## 5275                                                  Masterâ\200\231s      250-999 
## 5276                                                Bachelorâ\200\231s          <NA>
## 5277                                                    Doctoral   1000-9,999 
## 5278 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5279                                                Bachelorâ\200\231s          <NA>
## 5280                                                    Doctoral       50-249 
## 5281                                                  Masterâ\200\231s          <NA>
## 5282                                                    Doctoral   1000-9,999 
## 5283                                                  Masterâ\200\231s       50-249 
## 5284                                                  Masterâ\200\231s     > 10,000 
## 5285                                                Bachelorâ\200\231s   1000-9,999 
## 5286                                                    Doctoral     > 10,000 
## 5287                                                    Doctoral       50-249 
## 5288                                                    Doctoral          <NA>
## 5289                                                    Doctoral         0-49 
## 5290                                                    Doctoral   1000-9,999 
## 5291                                                    Doctoral       50-249 
## 5292                                                Bachelorâ\200\231s         0-49 
## 5293                                                  Masterâ\200\231s      250-999 
## 5294                                                  Masterâ\200\231s          <NA>
## 5295                                                  Masterâ\200\231s     > 10,000 
## 5296                                                Bachelorâ\200\231s       50-249 
## 5297                                                  Masterâ\200\231s         0-49 
## 5298                                                    Doctoral      250-999 
## 5299                                                Bachelorâ\200\231s         0-49 
## 5300                                                  Masterâ\200\231s     > 10,000 
## 5301                                                  Masterâ\200\231s          <NA>
## 5302                                                  Masterâ\200\231s      250-999 
## 5303                                                    Doctoral         0-49 
## 5304                                                Bachelorâ\200\231s       50-249 
## 5305                                                  Masterâ\200\231s          <NA>
## 5306                                                  Masterâ\200\231s       50-249 
## 5307                                                Bachelorâ\200\231s         0-49 
## 5308                                                Bachelorâ\200\231s          <NA>
## 5309                                                  Masterâ\200\231s     > 10,000 
## 5310                                                  Masterâ\200\231s   1000-9,999 
## 5311                                                Bachelorâ\200\231s       50-249 
## 5312                                                    Doctoral   1000-9,999 
## 5313                                                Bachelorâ\200\231s      250-999 
## 5314                                                  Masterâ\200\231s       50-249 
## 5315                                                Bachelorâ\200\231s     > 10,000 
## 5316                                                  Masterâ\200\231s   1000-9,999 
## 5317                                                  Masterâ\200\231s   1000-9,999 
## 5318                                                  Masterâ\200\231s     > 10,000 
## 5319                                                Bachelorâ\200\231s          <NA>
## 5320                                                  Masterâ\200\231s          <NA>
## 5321                                                  Masterâ\200\231s         0-49 
## 5322                                                  Masterâ\200\231s          <NA>
## 5323                                                  Masterâ\200\231s     > 10,000 
## 5324                                                Bachelorâ\200\231s       50-249 
## 5325                                                    Doctoral     > 10,000 
## 5326                                                    Doctoral     > 10,000 
## 5327                                                  Masterâ\200\231s   1000-9,999 
## 5328                                                  Masterâ\200\231s          <NA>
## 5329                                                  Masterâ\200\231s       50-249 
## 5330                                                    Doctoral         0-49 
## 5331                                                  Masterâ\200\231s       50-249 
## 5332                                                Bachelorâ\200\231s         0-49 
## 5333                                                  Masterâ\200\231s          <NA>
## 5334                                                  Masterâ\200\231s     > 10,000 
## 5335                                                    Doctoral   1000-9,999 
## 5336                                                Bachelorâ\200\231s         0-49 
## 5337                                                Bachelorâ\200\231s          <NA>
## 5338                                                  Masterâ\200\231s      250-999 
## 5339                                                    Doctoral         0-49 
## 5340                                                  Masterâ\200\231s   1000-9,999 
## 5341                                                Bachelorâ\200\231s     > 10,000 
## 5342                                                  Masterâ\200\231s   1000-9,999 
## 5343                                                  Masterâ\200\231s          <NA>
## 5344                                                  Masterâ\200\231s         0-49 
## 5345                                                Bachelorâ\200\231s     > 10,000 
## 5346                                                    Doctoral      250-999 
## 5347                                                Bachelorâ\200\231s     > 10,000 
## 5348                                                  Masterâ\200\231s         0-49 
## 5349                                                Bachelorâ\200\231s          <NA>
## 5350                                                Professional       50-249 
## 5351                                                  Masterâ\200\231s       50-249 
## 5352                                                Bachelorâ\200\231s      250-999 
## 5353                                                  Masterâ\200\231s          <NA>
## 5354                                                  Masterâ\200\231s   1000-9,999 
## 5355                                                  Masterâ\200\231s   1000-9,999 
## 5356                                                  Masterâ\200\231s     > 10,000 
## 5357                                                    Doctoral     > 10,000 
## 5358                                                  Masterâ\200\231s         0-49 
## 5359                                                Bachelorâ\200\231s         0-49 
## 5360                                                Professional         0-49 
## 5361                                                    Doctoral   1000-9,999 
## 5362                                                  Masterâ\200\231s          <NA>
## 5363                                                  Masterâ\200\231s     > 10,000 
## 5364                                                Bachelorâ\200\231s          <NA>
## 5365                                       I prefer not to answer         <NA>
## 5366                                                  Masterâ\200\231s       50-249 
## 5367                                                  Masterâ\200\231s   1000-9,999 
## 5368                                                  Masterâ\200\231s          <NA>
## 5369                                                Bachelorâ\200\231s      250-999 
## 5370                                                    Doctoral      250-999 
## 5371                                                Professional     > 10,000 
## 5372                                       I prefer not to answer        0-49 
## 5373 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5374                                                Bachelorâ\200\231s         0-49 
## 5375                                                Bachelorâ\200\231s     > 10,000 
## 5376                                                Bachelorâ\200\231s          <NA>
## 5377                                                Bachelorâ\200\231s          <NA>
## 5378                                                Bachelorâ\200\231s          <NA>
## 5379                                                Bachelorâ\200\231s      250-999 
## 5380                                                Bachelorâ\200\231s          <NA>
## 5381                                                  Masterâ\200\231s         0-49 
## 5382                                       I prefer not to answer  1000-9,999 
## 5383                                                Bachelorâ\200\231s         0-49 
## 5384                                                  Masterâ\200\231s      250-999 
## 5385                                                Bachelorâ\200\231s   1000-9,999 
## 5386                                                Bachelorâ\200\231s   1000-9,999 
## 5387                                                  Masterâ\200\231s       50-249 
## 5388                                                  Masterâ\200\231s     > 10,000 
## 5389                                                    Doctoral   1000-9,999 
## 5390                                                  Masterâ\200\231s   1000-9,999 
## 5391                                                    Doctoral       50-249 
## 5392                                                  Masterâ\200\231s          <NA>
## 5393                                                Bachelorâ\200\231s          <NA>
## 5394                                                  Masterâ\200\231s          <NA>
## 5395                                                  Masterâ\200\231s       50-249 
## 5396                                                Bachelorâ\200\231s       50-249 
## 5397                                                Bachelorâ\200\231s         0-49 
## 5398                                                Bachelorâ\200\231s       50-249 
## 5399                                                Bachelorâ\200\231s         0-49 
## 5400                                                  Masterâ\200\231s         0-49 
## 5401                                                  Masterâ\200\231s     > 10,000 
## 5402                                                  Masterâ\200\231s     > 10,000 
## 5403                                                  Masterâ\200\231s     > 10,000 
## 5404                                                  Masterâ\200\231s      250-999 
## 5405                                                Bachelorâ\200\231s       50-249 
## 5406                                                  Masterâ\200\231s          <NA>
## 5407                                                Bachelorâ\200\231s          <NA>
## 5408                                                Bachelorâ\200\231s       50-249 
## 5409                                                  Masterâ\200\231s      250-999 
## 5410                                                Bachelorâ\200\231s   1000-9,999 
## 5411                                                  Masterâ\200\231s      250-999 
## 5412                                                  Masterâ\200\231s   1000-9,999 
## 5413                                                  Masterâ\200\231s       50-249 
## 5414                                                  Masterâ\200\231s          <NA>
## 5415                                                  Masterâ\200\231s     > 10,000 
## 5416                                                  Masterâ\200\231s       50-249 
## 5417                                                  Masterâ\200\231s      250-999 
## 5418 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 5419                                                  Masterâ\200\231s       50-249 
## 5420                                                    Doctoral      250-999 
## 5421                                                Bachelorâ\200\231s          <NA>
## 5422                                       I prefer not to answer         <NA>
## 5423                                                    Doctoral      250-999 
## 5424                                                Bachelorâ\200\231s     > 10,000 
## 5425                                                    Doctoral     > 10,000 
## 5426                                                  Masterâ\200\231s       50-249 
## 5427                                                    Doctoral          <NA>
## 5428                                                  Masterâ\200\231s     > 10,000 
## 5429                                                  Masterâ\200\231s   1000-9,999 
## 5430                                                  Masterâ\200\231s         0-49 
## 5431                                                Bachelorâ\200\231s         0-49 
## 5432                                                  Masterâ\200\231s   1000-9,999 
## 5433                                                  Masterâ\200\231s     > 10,000 
## 5434                                                  Masterâ\200\231s          <NA>
## 5435                                       I prefer not to answer      50-249 
## 5436                                                  Masterâ\200\231s     > 10,000 
## 5437                                                  Masterâ\200\231s          <NA>
## 5438                                                    Doctoral   1000-9,999 
## 5439                                                    Doctoral         0-49 
## 5440                                                Bachelorâ\200\231s         0-49 
## 5441                                                  Masterâ\200\231s       50-249 
## 5442                                                  Masterâ\200\231s          <NA>
## 5443                                                    Doctoral          <NA>
## 5444                                                  Masterâ\200\231s     > 10,000 
## 5445                                                  Masterâ\200\231s     > 10,000 
## 5446                                                  Masterâ\200\231s          <NA>
## 5447                                                Bachelorâ\200\231s          <NA>
## 5448                                                Bachelorâ\200\231s         0-49 
## 5449                                                Bachelorâ\200\231s   1000-9,999 
## 5450                                                Bachelorâ\200\231s      250-999 
## 5451                                                  Masterâ\200\231s      250-999 
## 5452                                                    Doctoral     > 10,000 
## 5453                                                    Doctoral       50-249 
## 5454                                                  Masterâ\200\231s     > 10,000 
## 5455                                                  Masterâ\200\231s     > 10,000 
## 5456                                                  Masterâ\200\231s     > 10,000 
## 5457                                                    Doctoral      250-999 
## 5458                                                Bachelorâ\200\231s      250-999 
## 5459                                                Bachelorâ\200\231s     > 10,000 
## 5460                                                  Masterâ\200\231s       50-249 
## 5461                                                  Masterâ\200\231s       50-249 
## 5462                         No formal education past high school  1000-9,999 
## 5463                                                  Masterâ\200\231s          <NA>
## 5464                                                Bachelorâ\200\231s         0-49 
## 5465                                                  Masterâ\200\231s   1000-9,999 
## 5466                                                Bachelorâ\200\231s         0-49 
## 5467                                                  Masterâ\200\231s   1000-9,999 
## 5468                                                Bachelorâ\200\231s          <NA>
## 5469                                                    Doctoral     > 10,000 
## 5470                                                  Masterâ\200\231s         0-49 
## 5471                                                  Masterâ\200\231s      250-999 
## 5472                                                  Masterâ\200\231s          <NA>
## 5473                                                  Masterâ\200\231s   1000-9,999 
## 5474                                                Bachelorâ\200\231s          <NA>
## 5475                                                  Masterâ\200\231s   1000-9,999 
## 5476                                                    Doctoral      250-999 
## 5477                                                    Doctoral         0-49 
## 5478                                                  Masterâ\200\231s     > 10,000 
## 5479                                                    Doctoral         0-49 
## 5480                                                  Masterâ\200\231s      250-999 
## 5481                                                    Doctoral     > 10,000 
## 5482                                                    Doctoral      250-999 
## 5483                                                    Doctoral         0-49 
## 5484                                                Professional          <NA>
## 5485                                                  Masterâ\200\231s      250-999 
## 5486                                                  Masterâ\200\231s          <NA>
## 5487                                                    Doctoral      250-999 
## 5488                         No formal education past high school        0-49 
## 5489                                                    Doctoral      250-999 
## 5490                                                  Masterâ\200\231s       50-249 
## 5491                                                  Masterâ\200\231s         0-49 
## 5492                                                Bachelorâ\200\231s         0-49 
## 5493                                                Bachelorâ\200\231s       50-249 
## 5494                                                Professional   1000-9,999 
## 5495                                                  Masterâ\200\231s         0-49 
## 5496                                                  Masterâ\200\231s       50-249 
## 5497                                                Bachelorâ\200\231s       50-249 
## 5498                                                  Masterâ\200\231s      250-999 
## 5499                                                Bachelorâ\200\231s          <NA>
## 5500                                                  Masterâ\200\231s          <NA>
## 5501                                                  Masterâ\200\231s          <NA>
## 5502                                                Bachelorâ\200\231s   1000-9,999 
## 5503                                                    Doctoral         0-49 
## 5504                                                Bachelorâ\200\231s     > 10,000 
## 5505                                                Bachelorâ\200\231s   1000-9,999 
## 5506                                                Bachelorâ\200\231s         0-49 
## 5507                                                  Masterâ\200\231s         0-49 
## 5508                                                Bachelorâ\200\231s       50-249 
## 5509                                                Bachelorâ\200\231s     > 10,000 
## 5510                                                  Masterâ\200\231s         0-49 
## 5511                                                Bachelorâ\200\231s       50-249 
## 5512                                                  Masterâ\200\231s      250-999 
## 5513                                                Bachelorâ\200\231s          <NA>
## 5514                                                  Masterâ\200\231s          <NA>
## 5515                                                Bachelorâ\200\231s     > 10,000 
## 5516                                                  Masterâ\200\231s       50-249 
## 5517                                                Bachelorâ\200\231s      250-999 
## 5518                                                    Doctoral      250-999 
## 5519                                                    Doctoral       50-249 
## 5520                                                  Masterâ\200\231s     > 10,000 
## 5521                                                Bachelorâ\200\231s      250-999 
## 5522                                                Bachelorâ\200\231s       50-249 
## 5523                                                  Masterâ\200\231s     > 10,000 
## 5524 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5525                                                  Masterâ\200\231s     > 10,000 
## 5526                                                    Doctoral         0-49 
## 5527                                                    Doctoral          <NA>
## 5528                                                Bachelorâ\200\231s     > 10,000 
## 5529                                                  Masterâ\200\231s          <NA>
## 5530                                                Bachelorâ\200\231s   1000-9,999 
## 5531                                                  Masterâ\200\231s          <NA>
## 5532                                                Professional          <NA>
## 5533                                                    Doctoral   1000-9,999 
## 5534                                                  Masterâ\200\231s         0-49 
## 5535                                                  Masterâ\200\231s       50-249 
## 5536                                                    Doctoral     > 10,000 
## 5537                                                  Masterâ\200\231s         0-49 
## 5538                                                    Doctoral       50-249 
## 5539                                                  Masterâ\200\231s          <NA>
## 5540                                                Bachelorâ\200\231s          <NA>
## 5541                                                  Masterâ\200\231s     > 10,000 
## 5542                                                  Masterâ\200\231s     > 10,000 
## 5543                                                  Masterâ\200\231s     > 10,000 
## 5544                                                Bachelorâ\200\231s         0-49 
## 5545                                                  Masterâ\200\231s       50-249 
## 5546                                                Bachelorâ\200\231s          <NA>
## 5547                                                Bachelorâ\200\231s         0-49 
## 5548                                                  Masterâ\200\231s     > 10,000 
## 5549                                                Bachelorâ\200\231s   1000-9,999 
## 5550                                                  Masterâ\200\231s       50-249 
## 5551                                                Bachelorâ\200\231s      250-999 
## 5552                                                Bachelorâ\200\231s          <NA>
## 5553                                                  Masterâ\200\231s     > 10,000 
## 5554                                                Bachelorâ\200\231s          <NA>
## 5555                                                  Masterâ\200\231s         0-49 
## 5556                                                    Doctoral          <NA>
## 5557                                                Bachelorâ\200\231s     > 10,000 
## 5558                                                  Masterâ\200\231s     > 10,000 
## 5559                                                    Doctoral         0-49 
## 5560                                                Bachelorâ\200\231s          <NA>
## 5561                                                  Masterâ\200\231s          <NA>
## 5562                                                Bachelorâ\200\231s       50-249 
## 5563                                                  Masterâ\200\231s         0-49 
## 5564                                                Bachelorâ\200\231s          <NA>
## 5565                                                    Doctoral   1000-9,999 
## 5566                                                  Masterâ\200\231s       50-249 
## 5567                                                    Doctoral      250-999 
## 5568                                                  Masterâ\200\231s          <NA>
## 5569                                                    Doctoral          <NA>
## 5570                                       I prefer not to answer      50-249 
## 5571                                                  Masterâ\200\231s          <NA>
## 5572                                                Professional         0-49 
## 5573                                                Bachelorâ\200\231s   1000-9,999 
## 5574                                                    Doctoral   1000-9,999 
## 5575                                                  Masterâ\200\231s      250-999 
## 5576                                                  Masterâ\200\231s         0-49 
## 5577                                                  Masterâ\200\231s   1000-9,999 
## 5578                         No formal education past high school         <NA>
## 5579                                                  Masterâ\200\231s          <NA>
## 5580                                                  Masterâ\200\231s   1000-9,999 
## 5581                                                  Masterâ\200\231s   1000-9,999 
## 5582                                                    Doctoral         0-49 
## 5583                                                  Masterâ\200\231s          <NA>
## 5584                                                  Masterâ\200\231s          <NA>
## 5585                                                    Doctoral      250-999 
## 5586                                                  Masterâ\200\231s      250-999 
## 5587                                                  Masterâ\200\231s         0-49 
## 5588                                                  Masterâ\200\231s      250-999 
## 5589                                                    Doctoral      250-999 
## 5590                         No formal education past high school        0-49 
## 5591                                                Bachelorâ\200\231s   1000-9,999 
## 5592                                                Bachelorâ\200\231s          <NA>
## 5593                                                    Doctoral         0-49 
## 5594                                                    Doctoral          <NA>
## 5595                                                    Doctoral   1000-9,999 
## 5596                                                Bachelorâ\200\231s      250-999 
## 5597                                                Bachelorâ\200\231s   1000-9,999 
## 5598                                                    Doctoral          <NA>
## 5599                                                Bachelorâ\200\231s          <NA>
## 5600                                                  Masterâ\200\231s      250-999 
## 5601                                                Bachelorâ\200\231s          <NA>
## 5602                                                    Doctoral   1000-9,999 
## 5603                                                  Masterâ\200\231s         0-49 
## 5604                                                    Doctoral     > 10,000 
## 5605                                                  Masterâ\200\231s          <NA>
## 5606                                                  Masterâ\200\231s      250-999 
## 5607                                                Professional     > 10,000 
## 5608                                                  Masterâ\200\231s          <NA>
## 5609                                                Bachelorâ\200\231s         0-49 
## 5610                                                Bachelorâ\200\231s         0-49 
## 5611                                                Bachelorâ\200\231s   1000-9,999 
## 5612                                                Bachelorâ\200\231s          <NA>
## 5613                                                  Masterâ\200\231s      250-999 
## 5614                                                Bachelorâ\200\231s         0-49 
## 5615                                                  Masterâ\200\231s     > 10,000 
## 5616                                                Bachelorâ\200\231s         0-49 
## 5617 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5618                                                Bachelorâ\200\231s          <NA>
## 5619                                                Bachelorâ\200\231s          <NA>
## 5620                                                  Masterâ\200\231s      250-999 
## 5621                                                Bachelorâ\200\231s          <NA>
## 5622                                                Bachelorâ\200\231s         0-49 
## 5623                                                  Masterâ\200\231s         0-49 
## 5624                                                Bachelorâ\200\231s          <NA>
## 5625                                                    Doctoral   1000-9,999 
## 5626                                                    Doctoral         0-49 
## 5627                                                Bachelorâ\200\231s       50-249 
## 5628                                                Professional         0-49 
## 5629                                                  Masterâ\200\231s   1000-9,999 
## 5630                                                    Doctoral          <NA>
## 5631                                                Professional     > 10,000 
## 5632                                                Bachelorâ\200\231s          <NA>
## 5633                                                  Masterâ\200\231s         0-49 
## 5634                                                Bachelorâ\200\231s       50-249 
## 5635                                                  Masterâ\200\231s     > 10,000 
## 5636                                                  Masterâ\200\231s          <NA>
## 5637                                                Bachelorâ\200\231s          <NA>
## 5638                                                    Doctoral   1000-9,999 
## 5639                                                Professional     > 10,000 
## 5640                                                    Doctoral      250-999 
## 5641                                                    Doctoral      250-999 
## 5642 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5643                                                Bachelorâ\200\231s          <NA>
## 5644                                                  Masterâ\200\231s          <NA>
## 5645                                                  Masterâ\200\231s       50-249 
## 5646                                                  Masterâ\200\231s         0-49 
## 5647                                                  Masterâ\200\231s      250-999 
## 5648                                                    Doctoral          <NA>
## 5649                                                    Doctoral          <NA>
## 5650 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5651                                                    Doctoral       50-249 
## 5652                                                    Doctoral      250-999 
## 5653                         No formal education past high school         <NA>
## 5654                                                Bachelorâ\200\231s         0-49 
## 5655                         No formal education past high school      50-249 
## 5656 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 5657                                                  Masterâ\200\231s          <NA>
## 5658                                                Bachelorâ\200\231s          <NA>
## 5659                                                  Masterâ\200\231s     > 10,000 
## 5660                                                  Masterâ\200\231s     > 10,000 
## 5661                                                Professional       50-249 
## 5662                                                Bachelorâ\200\231s     > 10,000 
## 5663                                                    Doctoral       50-249 
## 5664                                                  Masterâ\200\231s     > 10,000 
## 5665                                                Bachelorâ\200\231s     > 10,000 
## 5666                                                  Masterâ\200\231s          <NA>
## 5667                                                Professional         0-49 
## 5668                                                Bachelorâ\200\231s     > 10,000 
## 5669                                                Bachelorâ\200\231s     > 10,000 
## 5670                                                Professional         0-49 
## 5671                                                Bachelorâ\200\231s      250-999 
## 5672                                                Bachelorâ\200\231s          <NA>
## 5673                                                Bachelorâ\200\231s         0-49 
## 5674                                                  Masterâ\200\231s         0-49 
## 5675                                                    Doctoral         0-49 
## 5676 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 5677                                                Bachelorâ\200\231s          <NA>
## 5678                                                  Masterâ\200\231s         0-49 
## 5679                                                Bachelorâ\200\231s       50-249 
## 5680                                                  Masterâ\200\231s          <NA>
## 5681                                                         <NA>         <NA>
## 5682                                                Bachelorâ\200\231s       50-249 
## 5683                                                Bachelorâ\200\231s     > 10,000 
## 5684                                                  Masterâ\200\231s         0-49 
## 5685                                                  Masterâ\200\231s         0-49 
## 5686                                                Bachelorâ\200\231s          <NA>
## 5687                                                  Masterâ\200\231s         0-49 
## 5688                                                    Doctoral         0-49 
## 5689                                                Bachelorâ\200\231s   1000-9,999 
## 5690                                                  Masterâ\200\231s         0-49 
## 5691                                                  Masterâ\200\231s   1000-9,999 
## 5692                                                  Masterâ\200\231s      250-999 
## 5693                                                Bachelorâ\200\231s          <NA>
## 5694                                                Bachelorâ\200\231s          <NA>
## 5695                                                Bachelorâ\200\231s      250-999 
## 5696                                                Bachelorâ\200\231s      250-999 
## 5697                                                  Masterâ\200\231s   1000-9,999 
## 5698                                                Bachelorâ\200\231s     > 10,000 
## 5699                                                    Doctoral         0-49 
## 5700                                                  Masterâ\200\231s       50-249 
## 5701                                                Bachelorâ\200\231s          <NA>
## 5702                                                  Masterâ\200\231s     > 10,000 
## 5703                                                Bachelorâ\200\231s          <NA>
## 5704                                                  Masterâ\200\231s       50-249 
## 5705 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 5706                                                Bachelorâ\200\231s   1000-9,999 
## 5707                                                Bachelorâ\200\231s      250-999 
## 5708                                                  Masterâ\200\231s     > 10,000 
## 5709                                                Bachelorâ\200\231s         0-49 
## 5710                                                Bachelorâ\200\231s         0-49 
## 5711                                                  Masterâ\200\231s       50-249 
## 5712                                                Bachelorâ\200\231s     > 10,000 
## 5713                                                  Masterâ\200\231s     > 10,000 
## 5714                                                Bachelorâ\200\231s     > 10,000 
## 5715                                                  Masterâ\200\231s     > 10,000 
## 5716                                                  Masterâ\200\231s         0-49 
## 5717                                                  Masterâ\200\231s     > 10,000 
## 5718                                                    Doctoral         0-49 
## 5719                                                  Masterâ\200\231s       50-249 
## 5720                                                Bachelorâ\200\231s          <NA>
## 5721                                                Bachelorâ\200\231s          <NA>
## 5722                                                  Masterâ\200\231s       50-249 
## 5723                                                Bachelorâ\200\231s      250-999 
## 5724                                                Bachelorâ\200\231s     > 10,000 
## 5725                                                Bachelorâ\200\231s          <NA>
## 5726                                                Bachelorâ\200\231s          <NA>
## 5727                                                  Masterâ\200\231s         0-49 
## 5728                                                Bachelorâ\200\231s          <NA>
## 5729                                                  Masterâ\200\231s         0-49 
## 5730                                                Bachelorâ\200\231s     > 10,000 
## 5731                                                Bachelorâ\200\231s   1000-9,999 
## 5732                                                    Doctoral          <NA>
## 5733                                                  Masterâ\200\231s       50-249 
## 5734                                                Bachelorâ\200\231s      250-999 
## 5735                                                Bachelorâ\200\231s   1000-9,999 
## 5736                                                  Masterâ\200\231s         0-49 
## 5737                                                Bachelorâ\200\231s   1000-9,999 
## 5738                                                  Masterâ\200\231s         0-49 
## 5739                                                Bachelorâ\200\231s     > 10,000 
## 5740                                                  Masterâ\200\231s         0-49 
## 5741                                                Bachelorâ\200\231s     > 10,000 
## 5742                                                Bachelorâ\200\231s          <NA>
## 5743                                                Bachelorâ\200\231s       50-249 
## 5744                                                  Masterâ\200\231s         0-49 
## 5745 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5746                                                  Masterâ\200\231s      250-999 
## 5747                                                Bachelorâ\200\231s          <NA>
## 5748                                                  Masterâ\200\231s          <NA>
## 5749                                                  Masterâ\200\231s   1000-9,999 
## 5750                                                Bachelorâ\200\231s         0-49 
## 5751                                                  Masterâ\200\231s          <NA>
## 5752                                                  Masterâ\200\231s     > 10,000 
## 5753                                       I prefer not to answer        0-49 
## 5754                         No formal education past high school      50-249 
## 5755                                                  Masterâ\200\231s          <NA>
## 5756 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5757                                                Bachelorâ\200\231s     > 10,000 
## 5758                                                  Masterâ\200\231s   1000-9,999 
## 5759                                                  Masterâ\200\231s       50-249 
## 5760                                                Bachelorâ\200\231s          <NA>
## 5761                                                  Masterâ\200\231s          <NA>
## 5762                                                  Masterâ\200\231s     > 10,000 
## 5763                                                  Masterâ\200\231s          <NA>
## 5764                                                    Doctoral          <NA>
## 5765                                                Bachelorâ\200\231s   1000-9,999 
## 5766                                                  Masterâ\200\231s     > 10,000 
## 5767                                                  Masterâ\200\231s     > 10,000 
## 5768                                                Bachelorâ\200\231s          <NA>
## 5769                                                Bachelorâ\200\231s          <NA>
## 5770                                                  Masterâ\200\231s     > 10,000 
## 5771                                                Bachelorâ\200\231s         0-49 
## 5772                                                  Masterâ\200\231s       50-249 
## 5773                                                    Doctoral      250-999 
## 5774                                                  Masterâ\200\231s   1000-9,999 
## 5775                                                  Masterâ\200\231s      250-999 
## 5776 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5777                                                  Masterâ\200\231s         0-49 
## 5778                                                Bachelorâ\200\231s     > 10,000 
## 5779                                                Bachelorâ\200\231s          <NA>
## 5780                                                Professional     > 10,000 
## 5781                                                  Masterâ\200\231s       50-249 
## 5782                                                Bachelorâ\200\231s   1000-9,999 
## 5783                                                    Doctoral     > 10,000 
## 5784                                                  Masterâ\200\231s     > 10,000 
## 5785 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5786                                                Bachelorâ\200\231s       50-249 
## 5787                                                  Masterâ\200\231s          <NA>
## 5788                                                  Masterâ\200\231s       50-249 
## 5789 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 5790                                                  Masterâ\200\231s          <NA>
## 5791                                                    Doctoral         0-49 
## 5792                                                  Masterâ\200\231s          <NA>
## 5793                                                Bachelorâ\200\231s          <NA>
## 5794                                                  Masterâ\200\231s         0-49 
## 5795                                                  Masterâ\200\231s         0-49 
## 5796                                                Bachelorâ\200\231s     > 10,000 
## 5797                                                    Doctoral          <NA>
## 5798                                                    Doctoral         0-49 
## 5799                                                  Masterâ\200\231s         0-49 
## 5800                                                    Doctoral      250-999 
## 5801                                                  Masterâ\200\231s     > 10,000 
## 5802                                                  Masterâ\200\231s          <NA>
## 5803                                                Bachelorâ\200\231s          <NA>
## 5804                                                  Masterâ\200\231s         0-49 
## 5805                                                  Masterâ\200\231s   1000-9,999 
## 5806                                                Bachelorâ\200\231s      250-999 
## 5807                                                  Masterâ\200\231s     > 10,000 
## 5808                                                  Masterâ\200\231s     > 10,000 
## 5809                                                  Masterâ\200\231s      250-999 
## 5810                                                  Masterâ\200\231s         0-49 
## 5811                                                  Masterâ\200\231s      250-999 
## 5812                                                  Masterâ\200\231s          <NA>
## 5813                                                  Masterâ\200\231s      250-999 
## 5814                                                    Doctoral     > 10,000 
## 5815                                                Bachelorâ\200\231s   1000-9,999 
## 5816                                                Professional   1000-9,999 
## 5817                                                Bachelorâ\200\231s         0-49 
## 5818                                                    Doctoral     > 10,000 
## 5819 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5820                                                  Masterâ\200\231s   1000-9,999 
## 5821                                                  Masterâ\200\231s     > 10,000 
## 5822                                                  Masterâ\200\231s         0-49 
## 5823                                                Bachelorâ\200\231s   1000-9,999 
## 5824                                                  Masterâ\200\231s     > 10,000 
## 5825                                                Bachelorâ\200\231s     > 10,000 
## 5826                                                    Doctoral         0-49 
## 5827                                                  Masterâ\200\231s       50-249 
## 5828                                                  Masterâ\200\231s         0-49 
## 5829                                                  Masterâ\200\231s   1000-9,999 
## 5830                                                Bachelorâ\200\231s   1000-9,999 
## 5831                                                  Masterâ\200\231s         0-49 
## 5832                                                    Doctoral          <NA>
## 5833                                                  Masterâ\200\231s          <NA>
## 5834                                                  Masterâ\200\231s         0-49 
## 5835                                                  Masterâ\200\231s          <NA>
## 5836                                                  Masterâ\200\231s     > 10,000 
## 5837                                                    Doctoral   1000-9,999 
## 5838                                                Bachelorâ\200\231s         0-49 
## 5839                                                  Masterâ\200\231s      250-999 
## 5840                                                Bachelorâ\200\231s     > 10,000 
## 5841                                                    Doctoral      250-999 
## 5842                                                Bachelorâ\200\231s      250-999 
## 5843                                                    Doctoral         0-49 
## 5844                                                  Masterâ\200\231s     > 10,000 
## 5845                                                    Doctoral       50-249 
## 5846                                                Bachelorâ\200\231s   1000-9,999 
## 5847                                                  Masterâ\200\231s     > 10,000 
## 5848                                                Bachelorâ\200\231s          <NA>
## 5849                                                    Doctoral      250-999 
## 5850                                                  Masterâ\200\231s          <NA>
## 5851                                                  Masterâ\200\231s          <NA>
## 5852                                                    Doctoral   1000-9,999 
## 5853                                                Bachelorâ\200\231s   1000-9,999 
## 5854 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 5855                                                  Masterâ\200\231s          <NA>
## 5856                                       I prefer not to answer         <NA>
## 5857                                                  Masterâ\200\231s         0-49 
## 5858                                                  Masterâ\200\231s       50-249 
## 5859                                                Bachelorâ\200\231s          <NA>
## 5860                                                Bachelorâ\200\231s         0-49 
## 5861                                                  Masterâ\200\231s   1000-9,999 
## 5862                                                Bachelorâ\200\231s   1000-9,999 
## 5863                                                Bachelorâ\200\231s       50-249 
## 5864                                                    Doctoral   1000-9,999 
## 5865                                                Bachelorâ\200\231s          <NA>
## 5866                                                  Masterâ\200\231s   1000-9,999 
## 5867                                                    Doctoral          <NA>
## 5868                                                    Doctoral   1000-9,999 
## 5869                                                Bachelorâ\200\231s          <NA>
## 5870                                                    Doctoral       50-249 
## 5871                                                  Masterâ\200\231s     > 10,000 
## 5872                                                  Masterâ\200\231s      250-999 
## 5873                                                  Masterâ\200\231s     > 10,000 
## 5874                                                  Masterâ\200\231s          <NA>
## 5875 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5876                                                  Masterâ\200\231s       50-249 
## 5877                                                    Doctoral      250-999 
## 5878                                                  Masterâ\200\231s     > 10,000 
## 5879                                                  Masterâ\200\231s         0-49 
## 5880                                                  Masterâ\200\231s     > 10,000 
## 5881                                                  Masterâ\200\231s         0-49 
## 5882                                                  Masterâ\200\231s     > 10,000 
## 5883                                                  Masterâ\200\231s         0-49 
## 5884                                                Bachelorâ\200\231s     > 10,000 
## 5885                                                  Masterâ\200\231s         0-49 
## 5886                                                Bachelorâ\200\231s          <NA>
## 5887                                                  Masterâ\200\231s   1000-9,999 
## 5888                                                  Masterâ\200\231s     > 10,000 
## 5889                                                Bachelorâ\200\231s       50-249 
## 5890                                                    Doctoral   1000-9,999 
## 5891                                                  Masterâ\200\231s     > 10,000 
## 5892                                                  Masterâ\200\231s   1000-9,999 
## 5893                                                  Masterâ\200\231s   1000-9,999 
## 5894                                                  Masterâ\200\231s         0-49 
## 5895                                                    Doctoral         0-49 
## 5896                                                  Masterâ\200\231s          <NA>
## 5897                                                Bachelorâ\200\231s          <NA>
## 5898                                                  Masterâ\200\231s         0-49 
## 5899                                                Bachelorâ\200\231s          <NA>
## 5900                                                  Masterâ\200\231s   1000-9,999 
## 5901                                                  Masterâ\200\231s      250-999 
## 5902                                                    Doctoral   1000-9,999 
## 5903 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 5904                                                  Masterâ\200\231s       50-249 
## 5905                                                  Masterâ\200\231s          <NA>
## 5906                                                  Masterâ\200\231s         0-49 
## 5907                                                Bachelorâ\200\231s   1000-9,999 
## 5908                                                Bachelorâ\200\231s     > 10,000 
## 5909                                                  Masterâ\200\231s         0-49 
## 5910                                                  Masterâ\200\231s      250-999 
## 5911                                                  Masterâ\200\231s       50-249 
## 5912                                                  Masterâ\200\231s   1000-9,999 
## 5913                                                    Doctoral         0-49 
## 5914                                                    Doctoral      250-999 
## 5915                                                    Doctoral     > 10,000 
## 5916                                                  Masterâ\200\231s       50-249 
## 5917                                                Bachelorâ\200\231s     > 10,000 
## 5918                                                    Doctoral     > 10,000 
## 5919                                                  Masterâ\200\231s       50-249 
## 5920                                                  Masterâ\200\231s       50-249 
## 5921                                                  Masterâ\200\231s      250-999 
## 5922                                                  Masterâ\200\231s      250-999 
## 5923                                                Bachelorâ\200\231s       50-249 
## 5924                                                Bachelorâ\200\231s          <NA>
## 5925                                                  Masterâ\200\231s         0-49 
## 5926                                                  Masterâ\200\231s          <NA>
## 5927                                                Professional   1000-9,999 
## 5928                                                Bachelorâ\200\231s          <NA>
## 5929 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 5930                                                  Masterâ\200\231s         0-49 
## 5931                                                    Doctoral   1000-9,999 
## 5932                                                  Masterâ\200\231s       50-249 
## 5933                                                  Masterâ\200\231s   1000-9,999 
## 5934                                                  Masterâ\200\231s   1000-9,999 
## 5935                                                Bachelorâ\200\231s       50-249 
## 5936                                                Bachelorâ\200\231s         0-49 
## 5937                                                    Doctoral   1000-9,999 
## 5938                                                    Doctoral   1000-9,999 
## 5939                                                Bachelorâ\200\231s          <NA>
## 5940                                       I prefer not to answer      50-249 
## 5941                                                  Masterâ\200\231s          <NA>
## 5942                                                Bachelorâ\200\231s   1000-9,999 
## 5943                                                Professional     > 10,000 
## 5944                                                  Masterâ\200\231s       50-249 
## 5945                                                  Masterâ\200\231s          <NA>
## 5946                                                  Masterâ\200\231s     > 10,000 
## 5947                                                  Masterâ\200\231s       50-249 
## 5948                                                  Masterâ\200\231s   1000-9,999 
## 5949                                                  Masterâ\200\231s          <NA>
## 5950                                                    Doctoral   1000-9,999 
## 5951                                                Professional         0-49 
## 5952                                       I prefer not to answer  1000-9,999 
## 5953                                                Bachelorâ\200\231s         0-49 
## 5954                                                    Doctoral         0-49 
## 5955                                                Bachelorâ\200\231s     > 10,000 
## 5956                                                Bachelorâ\200\231s       50-249 
## 5957                                                    Doctoral   1000-9,999 
## 5958                                                Bachelorâ\200\231s         0-49 
## 5959                                                    Doctoral          <NA>
## 5960                                                Bachelorâ\200\231s   1000-9,999 
## 5961                                                    Doctoral   1000-9,999 
## 5962                                                  Masterâ\200\231s         0-49 
## 5963                                                  Masterâ\200\231s       50-249 
## 5964                                                    Doctoral      250-999 
## 5965                                                  Masterâ\200\231s          <NA>
## 5966                                                Bachelorâ\200\231s   1000-9,999 
## 5967                                                  Masterâ\200\231s   1000-9,999 
## 5968                                                  Masterâ\200\231s         0-49 
## 5969                                                  Masterâ\200\231s      250-999 
## 5970                                                  Masterâ\200\231s     > 10,000 
## 5971                                                    Doctoral     > 10,000 
## 5972                                                  Masterâ\200\231s      250-999 
## 5973                                                Bachelorâ\200\231s      250-999 
## 5974                                                  Masterâ\200\231s          <NA>
## 5975                                                  Masterâ\200\231s         0-49 
## 5976 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 5977                                                  Masterâ\200\231s      250-999 
## 5978                                                    Doctoral         0-49 
## 5979                                                  Masterâ\200\231s     > 10,000 
## 5980                                                  Masterâ\200\231s          <NA>
## 5981                                                  Masterâ\200\231s         0-49 
## 5982                                                  Masterâ\200\231s     > 10,000 
## 5983                                                  Masterâ\200\231s         0-49 
## 5984                                                Bachelorâ\200\231s     > 10,000 
## 5985                                                  Masterâ\200\231s     > 10,000 
## 5986                                                  Masterâ\200\231s     > 10,000 
## 5987                                                Professional         0-49 
## 5988                                                Bachelorâ\200\231s     > 10,000 
## 5989                                                  Masterâ\200\231s     > 10,000 
## 5990                                                Bachelorâ\200\231s     > 10,000 
## 5991                                                Bachelorâ\200\231s     > 10,000 
## 5992                                                    Doctoral   1000-9,999 
## 5993                                                Bachelorâ\200\231s          <NA>
## 5994                                                Bachelorâ\200\231s     > 10,000 
## 5995                                                  Masterâ\200\231s      250-999 
## 5996                                                Bachelorâ\200\231s          <NA>
## 5997                                                Bachelorâ\200\231s      250-999 
## 5998                                                Bachelorâ\200\231s      250-999 
## 5999                                                Bachelorâ\200\231s          <NA>
## 6000                                                  Masterâ\200\231s          <NA>
## 6001                                                Bachelorâ\200\231s          <NA>
## 6002                                                  Masterâ\200\231s       50-249 
## 6003                                                  Masterâ\200\231s          <NA>
## 6004                                                Professional   1000-9,999 
## 6005                                                Bachelorâ\200\231s     > 10,000 
## 6006                                                  Masterâ\200\231s         0-49 
## 6007                                                  Masterâ\200\231s          <NA>
## 6008                                                  Masterâ\200\231s     > 10,000 
## 6009                                                Bachelorâ\200\231s         0-49 
## 6010                                                  Masterâ\200\231s     > 10,000 
## 6011                                                    Doctoral     > 10,000 
## 6012                                                  Masterâ\200\231s         0-49 
## 6013                                                Bachelorâ\200\231s     > 10,000 
## 6014                                                  Masterâ\200\231s   1000-9,999 
## 6015                                                Bachelorâ\200\231s          <NA>
## 6016                                                    Doctoral       50-249 
## 6017                                                  Masterâ\200\231s      250-999 
## 6018                                                  Masterâ\200\231s          <NA>
## 6019                                                  Masterâ\200\231s          <NA>
## 6020                                                  Masterâ\200\231s          <NA>
## 6021                                                Bachelorâ\200\231s          <NA>
## 6022                                       I prefer not to answer    > 10,000 
## 6023                                                  Masterâ\200\231s       50-249 
## 6024                                                    Doctoral      250-999 
## 6025                                                Bachelorâ\200\231s   1000-9,999 
## 6026                                                  Masterâ\200\231s          <NA>
## 6027                                                  Masterâ\200\231s     > 10,000 
## 6028                                                  Masterâ\200\231s     > 10,000 
## 6029                                                  Masterâ\200\231s     > 10,000 
## 6030                                                Bachelorâ\200\231s       50-249 
## 6031                                                    Doctoral   1000-9,999 
## 6032                                                Bachelorâ\200\231s          <NA>
## 6033                                                Bachelorâ\200\231s     > 10,000 
## 6034                                                  Masterâ\200\231s          <NA>
## 6035                                                Bachelorâ\200\231s         0-49 
## 6036                                                    Doctoral   1000-9,999 
## 6037                                                  Masterâ\200\231s   1000-9,999 
## 6038                                                Bachelorâ\200\231s          <NA>
## 6039                                                Bachelorâ\200\231s     > 10,000 
## 6040                                                Bachelorâ\200\231s          <NA>
## 6041                                                Bachelorâ\200\231s          <NA>
## 6042                                                  Masterâ\200\231s   1000-9,999 
## 6043                                                Bachelorâ\200\231s          <NA>
## 6044                                                  Masterâ\200\231s   1000-9,999 
## 6045                                                  Masterâ\200\231s       50-249 
## 6046                                                Bachelorâ\200\231s          <NA>
## 6047                                                Bachelorâ\200\231s       50-249 
## 6048                                                    Doctoral       50-249 
## 6049                                                    Doctoral         0-49 
## 6050                                                Bachelorâ\200\231s   1000-9,999 
## 6051                                                Bachelorâ\200\231s       50-249 
## 6052                                                  Masterâ\200\231s         0-49 
## 6053                                                Bachelorâ\200\231s     > 10,000 
## 6054                                                Bachelorâ\200\231s          <NA>
## 6055                                                Bachelorâ\200\231s         0-49 
## 6056                                                    Doctoral          <NA>
## 6057                                                  Masterâ\200\231s   1000-9,999 
## 6058                                       I prefer not to answer    > 10,000 
## 6059                                                  Masterâ\200\231s   1000-9,999 
## 6060                                                  Masterâ\200\231s         0-49 
## 6061                                                Bachelorâ\200\231s          <NA>
## 6062                                                Bachelorâ\200\231s         0-49 
## 6063                                                    Doctoral         0-49 
## 6064                                                  Masterâ\200\231s     > 10,000 
## 6065 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 6066                                                  Masterâ\200\231s   1000-9,999 
## 6067                                                  Masterâ\200\231s   1000-9,999 
## 6068                                                Bachelorâ\200\231s      250-999 
## 6069                                                Bachelorâ\200\231s          <NA>
## 6070                                                    Doctoral   1000-9,999 
## 6071                                                Bachelorâ\200\231s         0-49 
## 6072                                                    Doctoral     > 10,000 
## 6073 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6074                                                  Masterâ\200\231s       50-249 
## 6075                                                Bachelorâ\200\231s          <NA>
## 6076                                       I prefer not to answer         <NA>
## 6077                                                    Doctoral   1000-9,999 
## 6078                                                  Masterâ\200\231s          <NA>
## 6079                                                  Masterâ\200\231s         0-49 
## 6080                                                    Doctoral         0-49 
## 6081                                                    Doctoral   1000-9,999 
## 6082                                                    Doctoral      250-999 
## 6083 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6084                                                Bachelorâ\200\231s      250-999 
## 6085                                                  Masterâ\200\231s          <NA>
## 6086                                                Bachelorâ\200\231s          <NA>
## 6087                                                  Masterâ\200\231s          <NA>
## 6088                                                  Masterâ\200\231s         0-49 
## 6089                                                  Masterâ\200\231s         0-49 
## 6090                                                  Masterâ\200\231s         0-49 
## 6091                                                  Masterâ\200\231s       50-249 
## 6092                                                Bachelorâ\200\231s          <NA>
## 6093 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6094                                                  Masterâ\200\231s      250-999 
## 6095                                                  Masterâ\200\231s   1000-9,999 
## 6096                                                Bachelorâ\200\231s         0-49 
## 6097                                                  Masterâ\200\231s         0-49 
## 6098                                                  Masterâ\200\231s         0-49 
## 6099                                                  Masterâ\200\231s          <NA>
## 6100                                                Bachelorâ\200\231s         0-49 
## 6101                                                    Doctoral     > 10,000 
## 6102                                                  Masterâ\200\231s          <NA>
## 6103                                                  Masterâ\200\231s          <NA>
## 6104                                                    Doctoral     > 10,000 
## 6105                                                  Masterâ\200\231s       50-249 
## 6106                                                  Masterâ\200\231s          <NA>
## 6107                                                    Doctoral       50-249 
## 6108                                                    Doctoral          <NA>
## 6109                                       I prefer not to answer    > 10,000 
## 6110                                                  Masterâ\200\231s      250-999 
## 6111                                                Bachelorâ\200\231s       50-249 
## 6112                                                Bachelorâ\200\231s          <NA>
## 6113                                                Bachelorâ\200\231s       50-249 
## 6114                                                  Masterâ\200\231s         0-49 
## 6115                                                  Masterâ\200\231s         0-49 
## 6116                                                Bachelorâ\200\231s         0-49 
## 6117                                                    Doctoral   1000-9,999 
## 6118                                                Professional     > 10,000 
## 6119                                                  Masterâ\200\231s       50-249 
## 6120                                                  Masterâ\200\231s       50-249 
## 6121                                                  Masterâ\200\231s      250-999 
## 6122                                                  Masterâ\200\231s          <NA>
## 6123                                                  Masterâ\200\231s          <NA>
## 6124                                                    Doctoral         0-49 
## 6125                                                  Masterâ\200\231s         0-49 
## 6126                                                    Doctoral      250-999 
## 6127                                                Bachelorâ\200\231s         0-49 
## 6128                                                  Masterâ\200\231s     > 10,000 
## 6129                                                Professional         0-49 
## 6130                                                    Doctoral      250-999 
## 6131                                                    Doctoral       50-249 
## 6132                                                Bachelorâ\200\231s          <NA>
## 6133                                                  Masterâ\200\231s      250-999 
## 6134                                                Bachelorâ\200\231s         0-49 
## 6135                                                  Masterâ\200\231s   1000-9,999 
## 6136                                                  Masterâ\200\231s          <NA>
## 6137                                                  Masterâ\200\231s   1000-9,999 
## 6138                                                  Masterâ\200\231s          <NA>
## 6139                                                  Masterâ\200\231s   1000-9,999 
## 6140                                                  Masterâ\200\231s     > 10,000 
## 6141                                                  Masterâ\200\231s     > 10,000 
## 6142                                                  Masterâ\200\231s       50-249 
## 6143                                                  Masterâ\200\231s     > 10,000 
## 6144                                                  Masterâ\200\231s      250-999 
## 6145                                                Bachelorâ\200\231s       50-249 
## 6146                                                  Masterâ\200\231s       50-249 
## 6147                                                    Doctoral         0-49 
## 6148                                       I prefer not to answer  1000-9,999 
## 6149                                                Bachelorâ\200\231s          <NA>
## 6150                                                Bachelorâ\200\231s         0-49 
## 6151                                                  Masterâ\200\231s     > 10,000 
## 6152                                                  Masterâ\200\231s   1000-9,999 
## 6153                                                Bachelorâ\200\231s   1000-9,999 
## 6154                                                  Masterâ\200\231s   1000-9,999 
## 6155                                                    Doctoral      250-999 
## 6156                                                Bachelorâ\200\231s     > 10,000 
## 6157                                                Bachelorâ\200\231s      250-999 
## 6158                                                Bachelorâ\200\231s       50-249 
## 6159                                                Professional     > 10,000 
## 6160                                                  Masterâ\200\231s   1000-9,999 
## 6161 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6162                                                Bachelorâ\200\231s          <NA>
## 6163                                                Bachelorâ\200\231s          <NA>
## 6164                                                  Masterâ\200\231s   1000-9,999 
## 6165                                                Bachelorâ\200\231s   1000-9,999 
## 6166                                                Professional     > 10,000 
## 6167                                                  Masterâ\200\231s     > 10,000 
## 6168                                                Bachelorâ\200\231s         0-49 
## 6169                                                  Masterâ\200\231s          <NA>
## 6170                                                    Doctoral   1000-9,999 
## 6171                                                Bachelorâ\200\231s     > 10,000 
## 6172                                                Bachelorâ\200\231s       50-249 
## 6173                                                    Doctoral         0-49 
## 6174                                                Bachelorâ\200\231s         0-49 
## 6175                                                Bachelorâ\200\231s      250-999 
## 6176                                                Professional          <NA>
## 6177                                                  Masterâ\200\231s   1000-9,999 
## 6178                                                  Masterâ\200\231s         0-49 
## 6179                                                  Masterâ\200\231s          <NA>
## 6180                                                    Doctoral          <NA>
## 6181                                                  Masterâ\200\231s     > 10,000 
## 6182 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 6183                                                    Doctoral   1000-9,999 
## 6184                                                Bachelorâ\200\231s       50-249 
## 6185                                                Bachelorâ\200\231s     > 10,000 
## 6186                                                  Masterâ\200\231s   1000-9,999 
## 6187                                                    Doctoral      250-999 
## 6188                                                  Masterâ\200\231s          <NA>
## 6189                                                Bachelorâ\200\231s          <NA>
## 6190                                                  Masterâ\200\231s   1000-9,999 
## 6191                                                    Doctoral      250-999 
## 6192                                                Bachelorâ\200\231s         0-49 
## 6193                                                    Doctoral     > 10,000 
## 6194                                                Bachelorâ\200\231s     > 10,000 
## 6195                                                Bachelorâ\200\231s       50-249 
## 6196                                                Bachelorâ\200\231s   1000-9,999 
## 6197                                                  Masterâ\200\231s     > 10,000 
## 6198                                                Bachelorâ\200\231s   1000-9,999 
## 6199                                                    Doctoral       50-249 
## 6200                                                  Masterâ\200\231s         0-49 
## 6201                                                  Masterâ\200\231s          <NA>
## 6202                                                Bachelorâ\200\231s     > 10,000 
## 6203                                                Bachelorâ\200\231s       50-249 
## 6204                                                  Masterâ\200\231s   1000-9,999 
## 6205                                                  Masterâ\200\231s     > 10,000 
## 6206                                                Bachelorâ\200\231s          <NA>
## 6207                                                  Masterâ\200\231s   1000-9,999 
## 6208                                                Bachelorâ\200\231s         0-49 
## 6209                                                  Masterâ\200\231s      250-999 
## 6210                                                Bachelorâ\200\231s     > 10,000 
## 6211                                                    Doctoral      250-999 
## 6212                                                    Doctoral   1000-9,999 
## 6213                                                  Masterâ\200\231s     > 10,000 
## 6214                                                  Masterâ\200\231s         0-49 
## 6215                                                  Masterâ\200\231s      250-999 
## 6216                                                  Masterâ\200\231s   1000-9,999 
## 6217                                                  Masterâ\200\231s     > 10,000 
## 6218                                                    Doctoral      250-999 
## 6219                                                Professional          <NA>
## 6220                                                  Masterâ\200\231s     > 10,000 
## 6221                                                  Masterâ\200\231s   1000-9,999 
## 6222                                                    Doctoral     > 10,000 
## 6223                                                    Doctoral   1000-9,999 
## 6224 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 6225                                                  Masterâ\200\231s     > 10,000 
## 6226                                                Bachelorâ\200\231s     > 10,000 
## 6227                                                Bachelorâ\200\231s       50-249 
## 6228                                                Bachelorâ\200\231s          <NA>
## 6229                                                  Masterâ\200\231s     > 10,000 
## 6230                                                Bachelorâ\200\231s         0-49 
## 6231                                                  Masterâ\200\231s          <NA>
## 6232                                                Bachelorâ\200\231s         0-49 
## 6233                                                  Masterâ\200\231s       50-249 
## 6234                                                Bachelorâ\200\231s     > 10,000 
## 6235                                                Bachelorâ\200\231s     > 10,000 
## 6236                                                  Masterâ\200\231s   1000-9,999 
## 6237                                                    Doctoral       50-249 
## 6238                                                Bachelorâ\200\231s         0-49 
## 6239                                                  Masterâ\200\231s         0-49 
## 6240                                       I prefer not to answer    > 10,000 
## 6241                                                Bachelorâ\200\231s          <NA>
## 6242                         No formal education past high school     250-999 
## 6243                                                  Masterâ\200\231s          <NA>
## 6244                                                Bachelorâ\200\231s          <NA>
## 6245                                                    Doctoral     > 10,000 
## 6246                                                Bachelorâ\200\231s         0-49 
## 6247                                                Bachelorâ\200\231s          <NA>
## 6248                                                  Masterâ\200\231s     > 10,000 
## 6249                                                  Masterâ\200\231s     > 10,000 
## 6250                                                  Masterâ\200\231s      250-999 
## 6251                                                  Masterâ\200\231s     > 10,000 
## 6252                                                    Doctoral      250-999 
## 6253                                                Bachelorâ\200\231s         0-49 
## 6254                                                  Masterâ\200\231s         0-49 
## 6255                                                  Masterâ\200\231s       50-249 
## 6256                                                  Masterâ\200\231s     > 10,000 
## 6257                                                    Doctoral          <NA>
## 6258                                                Bachelorâ\200\231s         0-49 
## 6259                                                Bachelorâ\200\231s     > 10,000 
## 6260                                                  Masterâ\200\231s   1000-9,999 
## 6261                                                  Masterâ\200\231s         0-49 
## 6262                                                  Masterâ\200\231s     > 10,000 
## 6263                                                  Masterâ\200\231s     > 10,000 
## 6264                                                  Masterâ\200\231s          <NA>
## 6265                                                  Masterâ\200\231s       50-249 
## 6266                                                  Masterâ\200\231s   1000-9,999 
## 6267                                                    Doctoral         0-49 
## 6268                                                    Doctoral      250-999 
## 6269                                                Bachelorâ\200\231s          <NA>
## 6270                                                  Masterâ\200\231s         0-49 
## 6271                                                  Masterâ\200\231s          <NA>
## 6272                                                Bachelorâ\200\231s          <NA>
## 6273                                                Bachelorâ\200\231s   1000-9,999 
## 6274                                                    Doctoral     > 10,000 
## 6275                                                  Masterâ\200\231s      250-999 
## 6276                                                  Masterâ\200\231s   1000-9,999 
## 6277                                                Bachelorâ\200\231s      250-999 
## 6278                                                Bachelorâ\200\231s     > 10,000 
## 6279                                                  Masterâ\200\231s       50-249 
## 6280 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6281                                                  Masterâ\200\231s     > 10,000 
## 6282                                                Bachelorâ\200\231s      250-999 
## 6283                                                Bachelorâ\200\231s         0-49 
## 6284                                       I prefer not to answer      50-249 
## 6285                                                    Doctoral          <NA>
## 6286                                                Bachelorâ\200\231s     > 10,000 
## 6287                                                    Doctoral       50-249 
## 6288                                                Bachelorâ\200\231s   1000-9,999 
## 6289                                                Bachelorâ\200\231s          <NA>
## 6290                                                Bachelorâ\200\231s         0-49 
## 6291                                                Bachelorâ\200\231s          <NA>
## 6292                                                  Masterâ\200\231s     > 10,000 
## 6293                                                  Masterâ\200\231s   1000-9,999 
## 6294                                                    Doctoral         0-49 
## 6295                                                Bachelorâ\200\231s          <NA>
## 6296                                                  Masterâ\200\231s          <NA>
## 6297                                                Bachelorâ\200\231s          <NA>
## 6298                                                  Masterâ\200\231s   1000-9,999 
## 6299                                                  Masterâ\200\231s         0-49 
## 6300                                                    Doctoral       50-249 
## 6301                                                  Masterâ\200\231s     > 10,000 
## 6302                                                  Masterâ\200\231s       50-249 
## 6303                                                  Masterâ\200\231s          <NA>
## 6304                                                Bachelorâ\200\231s         0-49 
## 6305                                                  Masterâ\200\231s         0-49 
## 6306                                                    Doctoral      250-999 
## 6307                                                Bachelorâ\200\231s          <NA>
## 6308                                                  Masterâ\200\231s   1000-9,999 
## 6309                                                Bachelorâ\200\231s       50-249 
## 6310                                                  Masterâ\200\231s      250-999 
## 6311                                                Bachelorâ\200\231s          <NA>
## 6312                                                  Masterâ\200\231s          <NA>
## 6313                                                Bachelorâ\200\231s     > 10,000 
## 6314                                                Bachelorâ\200\231s   1000-9,999 
## 6315                                                Bachelorâ\200\231s          <NA>
## 6316                                                    Doctoral         0-49 
## 6317                                                    Doctoral   1000-9,999 
## 6318                                                Bachelorâ\200\231s     > 10,000 
## 6319                                                Bachelorâ\200\231s   1000-9,999 
## 6320                                                Bachelorâ\200\231s         0-49 
## 6321                                                    Doctoral         0-49 
## 6322                                                    Doctoral         0-49 
## 6323                                                Bachelorâ\200\231s         0-49 
## 6324                                                    Doctoral       50-249 
## 6325                                                Bachelorâ\200\231s     > 10,000 
## 6326                                                Bachelorâ\200\231s          <NA>
## 6327                                                    Doctoral   1000-9,999 
## 6328                                                  Masterâ\200\231s       50-249 
## 6329                                                    Doctoral   1000-9,999 
## 6330                                                  Masterâ\200\231s       50-249 
## 6331                                                Bachelorâ\200\231s          <NA>
## 6332                                                Bachelorâ\200\231s      250-999 
## 6333                                                  Masterâ\200\231s          <NA>
## 6334                                                Bachelorâ\200\231s         0-49 
## 6335                                                  Masterâ\200\231s   1000-9,999 
## 6336                                                  Masterâ\200\231s     > 10,000 
## 6337                                                Bachelorâ\200\231s       50-249 
## 6338                                                Bachelorâ\200\231s          <NA>
## 6339                                                Bachelorâ\200\231s         0-49 
## 6340                                                  Masterâ\200\231s       50-249 
## 6341                                                  Masterâ\200\231s         0-49 
## 6342                                                  Masterâ\200\231s         0-49 
## 6343                                                    Doctoral         0-49 
## 6344                                                Bachelorâ\200\231s         0-49 
## 6345                                                  Masterâ\200\231s       50-249 
## 6346                                                  Masterâ\200\231s     > 10,000 
## 6347                                                    Doctoral          <NA>
## 6348                                                Bachelorâ\200\231s       50-249 
## 6349                                                    Doctoral   1000-9,999 
## 6350                                                Bachelorâ\200\231s          <NA>
## 6351                                                  Masterâ\200\231s     > 10,000 
## 6352                                                    Doctoral     > 10,000 
## 6353                                                    Doctoral     > 10,000 
## 6354                                                Bachelorâ\200\231s     > 10,000 
## 6355                                                Bachelorâ\200\231s         0-49 
## 6356                                                Bachelorâ\200\231s   1000-9,999 
## 6357                                                  Masterâ\200\231s         0-49 
## 6358                                                  Masterâ\200\231s       50-249 
## 6359                                                Bachelorâ\200\231s          <NA>
## 6360                                                Bachelorâ\200\231s         0-49 
## 6361                                                    Doctoral     > 10,000 
## 6362                                                  Masterâ\200\231s   1000-9,999 
## 6363                                                    Doctoral     > 10,000 
## 6364                                                Bachelorâ\200\231s     > 10,000 
## 6365                                                Bachelorâ\200\231s          <NA>
## 6366                                                Bachelorâ\200\231s          <NA>
## 6367                                                    Doctoral   1000-9,999 
## 6368                                                  Masterâ\200\231s   1000-9,999 
## 6369                                                  Masterâ\200\231s   1000-9,999 
## 6370 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 6371                                                  Masterâ\200\231s     > 10,000 
## 6372                                                Professional         0-49 
## 6373                                                  Masterâ\200\231s         0-49 
## 6374                                                    Doctoral   1000-9,999 
## 6375                                                Bachelorâ\200\231s         0-49 
## 6376                                                    Doctoral   1000-9,999 
## 6377                                                  Masterâ\200\231s       50-249 
## 6378                                                Bachelorâ\200\231s   1000-9,999 
## 6379 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 6380                                                Bachelorâ\200\231s      250-999 
## 6381                                                  Masterâ\200\231s       50-249 
## 6382                                                  Masterâ\200\231s          <NA>
## 6383                                                  Masterâ\200\231s      250-999 
## 6384                                                    Doctoral         0-49 
## 6385                                                  Masterâ\200\231s      250-999 
## 6386                                                Bachelorâ\200\231s         0-49 
## 6387                                                    Doctoral   1000-9,999 
## 6388                                                  Masterâ\200\231s      250-999 
## 6389                                                  Masterâ\200\231s     > 10,000 
## 6390                                                Bachelorâ\200\231s          <NA>
## 6391                                                  Masterâ\200\231s   1000-9,999 
## 6392                                                  Masterâ\200\231s       50-249 
## 6393                                                    Doctoral         0-49 
## 6394                                                    Doctoral         0-49 
## 6395                                                Bachelorâ\200\231s   1000-9,999 
## 6396                                                  Masterâ\200\231s         0-49 
## 6397                                                  Masterâ\200\231s         0-49 
## 6398                                                Bachelorâ\200\231s          <NA>
## 6399                                                    Doctoral          <NA>
## 6400 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6401                                                  Masterâ\200\231s   1000-9,999 
## 6402                                                  Masterâ\200\231s   1000-9,999 
## 6403 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 6404                                                  Masterâ\200\231s         0-49 
## 6405                                                    Doctoral         0-49 
## 6406 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 6407                                                Professional         0-49 
## 6408                                                  Masterâ\200\231s      250-999 
## 6409                                                  Masterâ\200\231s          <NA>
## 6410                                                  Masterâ\200\231s          <NA>
## 6411                                                  Masterâ\200\231s      250-999 
## 6412                                                Bachelorâ\200\231s      250-999 
## 6413                                                  Masterâ\200\231s      250-999 
## 6414                                                Bachelorâ\200\231s     > 10,000 
## 6415                                                  Masterâ\200\231s       50-249 
## 6416                                                  Masterâ\200\231s         0-49 
## 6417                                                Bachelorâ\200\231s          <NA>
## 6418                                                Bachelorâ\200\231s         0-49 
## 6419                                                    Doctoral         0-49 
## 6420                                                  Masterâ\200\231s     > 10,000 
## 6421                         No formal education past high school     250-999 
## 6422                                                    Doctoral       50-249 
## 6423                                                    Doctoral      250-999 
## 6424                                                Bachelorâ\200\231s          <NA>
## 6425                                                Bachelorâ\200\231s         0-49 
## 6426                                                Bachelorâ\200\231s         0-49 
## 6427                                                  Masterâ\200\231s       50-249 
## 6428                                                  Masterâ\200\231s     > 10,000 
## 6429                                                  Masterâ\200\231s     > 10,000 
## 6430                                                  Masterâ\200\231s       50-249 
## 6431 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6432                                                  Masterâ\200\231s   1000-9,999 
## 6433                                                Bachelorâ\200\231s     > 10,000 
## 6434                                                  Masterâ\200\231s   1000-9,999 
## 6435                                                    Doctoral     > 10,000 
## 6436                                                  Masterâ\200\231s          <NA>
## 6437                                                    Doctoral      250-999 
## 6438                                                Bachelorâ\200\231s         0-49 
## 6439                                                Bachelorâ\200\231s         0-49 
## 6440                                                  Masterâ\200\231s         0-49 
## 6441                                                Bachelorâ\200\231s          <NA>
## 6442                                                  Masterâ\200\231s         0-49 
## 6443                                                  Masterâ\200\231s     > 10,000 
## 6444                                                    Doctoral     > 10,000 
## 6445                                                    Doctoral     > 10,000 
## 6446                                                Bachelorâ\200\231s         0-49 
## 6447                                                  Masterâ\200\231s   1000-9,999 
## 6448                                                Bachelorâ\200\231s   1000-9,999 
## 6449                                                  Masterâ\200\231s         0-49 
## 6450                                                Bachelorâ\200\231s     > 10,000 
## 6451                                                  Masterâ\200\231s          <NA>
## 6452 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6453                                                Professional     > 10,000 
## 6454                                                Bachelorâ\200\231s          <NA>
## 6455                                                  Masterâ\200\231s          <NA>
## 6456                                                Bachelorâ\200\231s          <NA>
## 6457                                                  Masterâ\200\231s     > 10,000 
## 6458                                                Bachelorâ\200\231s          <NA>
## 6459                                                  Masterâ\200\231s          <NA>
## 6460                                                  Masterâ\200\231s          <NA>
## 6461                                                  Masterâ\200\231s   1000-9,999 
## 6462                                                  Masterâ\200\231s         0-49 
## 6463                                                Bachelorâ\200\231s          <NA>
## 6464                                                Bachelorâ\200\231s   1000-9,999 
## 6465                                                Bachelorâ\200\231s          <NA>
## 6466                                                Bachelorâ\200\231s         0-49 
## 6467                                                  Masterâ\200\231s         0-49 
## 6468                                                Bachelorâ\200\231s   1000-9,999 
## 6469                                                Bachelorâ\200\231s     > 10,000 
## 6470                                                Bachelorâ\200\231s         0-49 
## 6471                                                Bachelorâ\200\231s     > 10,000 
## 6472                                                  Masterâ\200\231s          <NA>
## 6473                                                Professional     > 10,000 
## 6474                                                  Masterâ\200\231s          <NA>
## 6475                                                  Masterâ\200\231s     > 10,000 
## 6476                                                  Masterâ\200\231s   1000-9,999 
## 6477                                                    Doctoral       50-249 
## 6478                                                  Masterâ\200\231s     > 10,000 
## 6479                                                  Masterâ\200\231s   1000-9,999 
## 6480                                                  Masterâ\200\231s          <NA>
## 6481                                                  Masterâ\200\231s       50-249 
## 6482                                                Bachelorâ\200\231s     > 10,000 
## 6483                                                  Masterâ\200\231s         0-49 
## 6484                                                  Masterâ\200\231s       50-249 
## 6485                                                  Masterâ\200\231s         0-49 
## 6486                                                  Masterâ\200\231s       50-249 
## 6487                                                  Masterâ\200\231s          <NA>
## 6488                                                    Doctoral     > 10,000 
## 6489                                                  Masterâ\200\231s       50-249 
## 6490                                                  Masterâ\200\231s      250-999 
## 6491                                                  Masterâ\200\231s   1000-9,999 
## 6492                                                    Doctoral         0-49 
## 6493                                                  Masterâ\200\231s   1000-9,999 
## 6494                                                  Masterâ\200\231s       50-249 
## 6495                                                Bachelorâ\200\231s          <NA>
## 6496                                                Bachelorâ\200\231s          <NA>
## 6497                                                Bachelorâ\200\231s       50-249 
## 6498 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6499                                                Bachelorâ\200\231s         0-49 
## 6500                                                  Masterâ\200\231s          <NA>
## 6501                                                  Masterâ\200\231s         0-49 
## 6502                                                  Masterâ\200\231s         0-49 
## 6503                                                  Masterâ\200\231s     > 10,000 
## 6504 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6505                                                    Doctoral      250-999 
## 6506                                                Bachelorâ\200\231s         0-49 
## 6507                                                Bachelorâ\200\231s       50-249 
## 6508                                                Professional          <NA>
## 6509                                                Professional      250-999 
## 6510                                                Professional      250-999 
## 6511                                                  Masterâ\200\231s   1000-9,999 
## 6512                                                    Doctoral      250-999 
## 6513                                                  Masterâ\200\231s   1000-9,999 
## 6514                                                Bachelorâ\200\231s   1000-9,999 
## 6515                                                  Masterâ\200\231s         0-49 
## 6516                                                Bachelorâ\200\231s          <NA>
## 6517                                                  Masterâ\200\231s     > 10,000 
## 6518                                                  Masterâ\200\231s   1000-9,999 
## 6519                                                Professional      250-999 
## 6520                                                Bachelorâ\200\231s          <NA>
## 6521                                                  Masterâ\200\231s      250-999 
## 6522                                                Professional     > 10,000 
## 6523                                                  Masterâ\200\231s     > 10,000 
## 6524                                                Bachelorâ\200\231s       50-249 
## 6525                                                Bachelorâ\200\231s          <NA>
## 6526                                                    Doctoral   1000-9,999 
## 6527                                                Bachelorâ\200\231s     > 10,000 
## 6528                                                  Masterâ\200\231s         0-49 
## 6529                                                  Masterâ\200\231s         0-49 
## 6530                                                  Masterâ\200\231s     > 10,000 
## 6531                                                    Doctoral       50-249 
## 6532                                                  Masterâ\200\231s          <NA>
## 6533                                                    Doctoral   1000-9,999 
## 6534                                                  Masterâ\200\231s          <NA>
## 6535                                                  Masterâ\200\231s     > 10,000 
## 6536                                                Bachelorâ\200\231s      250-999 
## 6537                                                    Doctoral         0-49 
## 6538                                                  Masterâ\200\231s     > 10,000 
## 6539                                                  Masterâ\200\231s          <NA>
## 6540                                                  Masterâ\200\231s         0-49 
## 6541                                                    Doctoral     > 10,000 
## 6542                                                Bachelorâ\200\231s          <NA>
## 6543                                                    Doctoral         0-49 
## 6544                                                  Masterâ\200\231s       50-249 
## 6545                                                  Masterâ\200\231s       50-249 
## 6546                                                    Doctoral   1000-9,999 
## 6547                                                Bachelorâ\200\231s         0-49 
## 6548                                                  Masterâ\200\231s     > 10,000 
## 6549                                                Bachelorâ\200\231s     > 10,000 
## 6550                                                    Doctoral          <NA>
## 6551                                                Bachelorâ\200\231s      250-999 
## 6552                                                Bachelorâ\200\231s         0-49 
## 6553                                                    Doctoral   1000-9,999 
## 6554                                                Bachelorâ\200\231s         0-49 
## 6555                                                  Masterâ\200\231s         0-49 
## 6556                                                  Masterâ\200\231s   1000-9,999 
## 6557                                                    Doctoral          <NA>
## 6558                                                Bachelorâ\200\231s         0-49 
## 6559                                                  Masterâ\200\231s       50-249 
## 6560                                                Bachelorâ\200\231s          <NA>
## 6561                                                    Doctoral         0-49 
## 6562                                                  Masterâ\200\231s   1000-9,999 
## 6563                                                Bachelorâ\200\231s     > 10,000 
## 6564                                                    Doctoral      250-999 
## 6565                                                Bachelorâ\200\231s         0-49 
## 6566                                                  Masterâ\200\231s          <NA>
## 6567                                                Bachelorâ\200\231s   1000-9,999 
## 6568                                                Bachelorâ\200\231s         0-49 
## 6569                                                    Doctoral      250-999 
## 6570 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6571                                                  Masterâ\200\231s   1000-9,999 
## 6572                                                    Doctoral       50-249 
## 6573                                                  Masterâ\200\231s          <NA>
## 6574                                                Bachelorâ\200\231s       50-249 
## 6575                                                  Masterâ\200\231s       50-249 
## 6576                                                  Masterâ\200\231s   1000-9,999 
## 6577                                                Bachelorâ\200\231s   1000-9,999 
## 6578                                                  Masterâ\200\231s          <NA>
## 6579                                                Bachelorâ\200\231s     > 10,000 
## 6580                                                    Doctoral   1000-9,999 
## 6581                                                Bachelorâ\200\231s          <NA>
## 6582                                                  Masterâ\200\231s   1000-9,999 
## 6583                                                    Doctoral         0-49 
## 6584                                                    Doctoral       50-249 
## 6585                                                  Masterâ\200\231s       50-249 
## 6586                                                Bachelorâ\200\231s      250-999 
## 6587                                                Bachelorâ\200\231s   1000-9,999 
## 6588                                                Bachelorâ\200\231s   1000-9,999 
## 6589                                                  Masterâ\200\231s   1000-9,999 
## 6590                                                Bachelorâ\200\231s       50-249 
## 6591                                                  Masterâ\200\231s     > 10,000 
## 6592                                                Bachelorâ\200\231s         0-49 
## 6593                                                Bachelorâ\200\231s          <NA>
## 6594                                                    Doctoral         0-49 
## 6595                                                    Doctoral      250-999 
## 6596                                                  Masterâ\200\231s          <NA>
## 6597                                                Bachelorâ\200\231s     > 10,000 
## 6598                                                  Masterâ\200\231s   1000-9,999 
## 6599                                                  Masterâ\200\231s     > 10,000 
## 6600                                                Bachelorâ\200\231s       50-249 
## 6601                                       I prefer not to answer         <NA>
## 6602                                                  Masterâ\200\231s     > 10,000 
## 6603                                                  Masterâ\200\231s      250-999 
## 6604                                                Bachelorâ\200\231s     > 10,000 
## 6605                                                  Masterâ\200\231s     > 10,000 
## 6606                                                Bachelorâ\200\231s         0-49 
## 6607                                                    Doctoral      250-999 
## 6608                                                  Masterâ\200\231s       50-249 
## 6609                                                  Masterâ\200\231s   1000-9,999 
## 6610                                                  Masterâ\200\231s     > 10,000 
## 6611                                       I prefer not to answer    > 10,000 
## 6612                                                Bachelorâ\200\231s         0-49 
## 6613                                                Bachelorâ\200\231s          <NA>
## 6614                                                Bachelorâ\200\231s         0-49 
## 6615                                                  Masterâ\200\231s         0-49 
## 6616                                                  Masterâ\200\231s      250-999 
## 6617                                                  Masterâ\200\231s       50-249 
## 6618                                                  Masterâ\200\231s         0-49 
## 6619                                                  Masterâ\200\231s   1000-9,999 
## 6620                                                Bachelorâ\200\231s         0-49 
## 6621                                                  Masterâ\200\231s         0-49 
## 6622                                                  Masterâ\200\231s     > 10,000 
## 6623                                                Bachelorâ\200\231s         0-49 
## 6624                                                Professional   1000-9,999 
## 6625                                                Bachelorâ\200\231s          <NA>
## 6626                                                    Doctoral     > 10,000 
## 6627                                                  Masterâ\200\231s     > 10,000 
## 6628                                                  Masterâ\200\231s         0-49 
## 6629                                                Bachelorâ\200\231s          <NA>
## 6630                                                  Masterâ\200\231s          <NA>
## 6631                                                  Masterâ\200\231s         0-49 
## 6632                                                  Masterâ\200\231s         0-49 
## 6633                                                  Masterâ\200\231s       50-249 
## 6634                                                  Masterâ\200\231s       50-249 
## 6635                                                    Doctoral         0-49 
## 6636                                                Professional      250-999 
## 6637                                                  Masterâ\200\231s   1000-9,999 
## 6638                                                Bachelorâ\200\231s   1000-9,999 
## 6639                                                Bachelorâ\200\231s     > 10,000 
## 6640                                                  Masterâ\200\231s          <NA>
## 6641                                                  Masterâ\200\231s   1000-9,999 
## 6642                                                  Masterâ\200\231s       50-249 
## 6643                                                  Masterâ\200\231s         0-49 
## 6644                                                Professional       50-249 
## 6645                                                    Doctoral   1000-9,999 
## 6646                                                Bachelorâ\200\231s     > 10,000 
## 6647                                                  Masterâ\200\231s         0-49 
## 6648 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6649                                                Bachelorâ\200\231s         0-49 
## 6650                                                Bachelorâ\200\231s       50-249 
## 6651                                                  Masterâ\200\231s       50-249 
## 6652                                                  Masterâ\200\231s       50-249 
## 6653                                                Bachelorâ\200\231s   1000-9,999 
## 6654                                                    Doctoral         0-49 
## 6655                                                Bachelorâ\200\231s      250-999 
## 6656                                                  Masterâ\200\231s          <NA>
## 6657                                                  Masterâ\200\231s          <NA>
## 6658                                                  Masterâ\200\231s         0-49 
## 6659                                                  Masterâ\200\231s         0-49 
## 6660                                                Bachelorâ\200\231s         0-49 
## 6661                                                Bachelorâ\200\231s          <NA>
## 6662                                                  Masterâ\200\231s   1000-9,999 
## 6663                                                  Masterâ\200\231s     > 10,000 
## 6664                                                  Masterâ\200\231s         0-49 
## 6665                                                  Masterâ\200\231s         0-49 
## 6666                                                  Masterâ\200\231s       50-249 
## 6667                                                Bachelorâ\200\231s          <NA>
## 6668                                                Bachelorâ\200\231s       50-249 
## 6669                                                Bachelorâ\200\231s       50-249 
## 6670                                                    Doctoral         0-49 
## 6671 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 6672                                                  Masterâ\200\231s     > 10,000 
## 6673                                                  Masterâ\200\231s          <NA>
## 6674                                                  Masterâ\200\231s          <NA>
## 6675                                                    Doctoral     > 10,000 
## 6676                                                Bachelorâ\200\231s          <NA>
## 6677                                                Bachelorâ\200\231s          <NA>
## 6678                                                  Masterâ\200\231s       50-249 
## 6679                                                  Masterâ\200\231s     > 10,000 
## 6680                                                    Doctoral         0-49 
## 6681 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6682                                                  Masterâ\200\231s   1000-9,999 
## 6683                                                  Masterâ\200\231s          <NA>
## 6684                                                    Doctoral         0-49 
## 6685                                                Bachelorâ\200\231s          <NA>
## 6686                                                    Doctoral       50-249 
## 6687                                                  Masterâ\200\231s   1000-9,999 
## 6688                                                    Doctoral       50-249 
## 6689                                                Bachelorâ\200\231s     > 10,000 
## 6690                                                    Doctoral          <NA>
## 6691                                                  Masterâ\200\231s         0-49 
## 6692                                                    Doctoral         0-49 
## 6693                                                  Masterâ\200\231s     > 10,000 
## 6694                                                  Masterâ\200\231s          <NA>
## 6695                                                Professional         0-49 
## 6696                                                  Masterâ\200\231s       50-249 
## 6697                                                Bachelorâ\200\231s         0-49 
## 6698                                                  Masterâ\200\231s      250-999 
## 6699                                                Bachelorâ\200\231s      250-999 
## 6700                                                  Masterâ\200\231s   1000-9,999 
## 6701                                                  Masterâ\200\231s      250-999 
## 6702                                                Bachelorâ\200\231s          <NA>
## 6703 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6704                                                  Masterâ\200\231s      250-999 
## 6705                                                  Masterâ\200\231s         0-49 
## 6706                                                Bachelorâ\200\231s     > 10,000 
## 6707                                                Bachelorâ\200\231s     > 10,000 
## 6708 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6709                                                Professional       50-249 
## 6710                                                Bachelorâ\200\231s          <NA>
## 6711                                                    Doctoral       50-249 
## 6712                                                Bachelorâ\200\231s         0-49 
## 6713                                                Bachelorâ\200\231s          <NA>
## 6714                                                  Masterâ\200\231s   1000-9,999 
## 6715                                                  Masterâ\200\231s   1000-9,999 
## 6716                                                    Doctoral       50-249 
## 6717                                                  Masterâ\200\231s     > 10,000 
## 6718                                                  Masterâ\200\231s          <NA>
## 6719                                                Bachelorâ\200\231s          <NA>
## 6720                                                Professional         0-49 
## 6721                                                  Masterâ\200\231s       50-249 
## 6722                                                  Masterâ\200\231s         0-49 
## 6723                                                  Masterâ\200\231s       50-249 
## 6724                                                    Doctoral     > 10,000 
## 6725                                                  Masterâ\200\231s   1000-9,999 
## 6726                                                  Masterâ\200\231s         0-49 
## 6727                                                  Masterâ\200\231s          <NA>
## 6728                                                  Masterâ\200\231s   1000-9,999 
## 6729                                                  Masterâ\200\231s          <NA>
## 6730                                                Bachelorâ\200\231s          <NA>
## 6731                                                  Masterâ\200\231s         0-49 
## 6732                                                    Doctoral      250-999 
## 6733                                                Bachelorâ\200\231s          <NA>
## 6734                                                Professional         0-49 
## 6735                                                  Masterâ\200\231s          <NA>
## 6736                                                  Masterâ\200\231s       50-249 
## 6737                                                  Masterâ\200\231s      250-999 
## 6738 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6739                                                  Masterâ\200\231s          <NA>
## 6740                                                  Masterâ\200\231s   1000-9,999 
## 6741                                                    Doctoral         0-49 
## 6742                                                    Doctoral     > 10,000 
## 6743                                                  Masterâ\200\231s       50-249 
## 6744                                                  Masterâ\200\231s         0-49 
## 6745                                                  Masterâ\200\231s     > 10,000 
## 6746                                                    Doctoral       50-249 
## 6747 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 6748                                                Professional     > 10,000 
## 6749                                                Bachelorâ\200\231s       50-249 
## 6750                                                    Doctoral      250-999 
## 6751                                                  Masterâ\200\231s      250-999 
## 6752                                                  Masterâ\200\231s     > 10,000 
## 6753                                                Bachelorâ\200\231s       50-249 
## 6754                                                  Masterâ\200\231s   1000-9,999 
## 6755                                                  Masterâ\200\231s     > 10,000 
## 6756                                                    Doctoral   1000-9,999 
## 6757                                                  Masterâ\200\231s          <NA>
## 6758                                                Bachelorâ\200\231s       50-249 
## 6759                                                  Masterâ\200\231s       50-249 
## 6760                                                    Doctoral     > 10,000 
## 6761                                                    Doctoral         0-49 
## 6762                                                  Masterâ\200\231s     > 10,000 
## 6763                                                Bachelorâ\200\231s          <NA>
## 6764                                                  Masterâ\200\231s   1000-9,999 
## 6765                                                Bachelorâ\200\231s         0-49 
## 6766                                                Bachelorâ\200\231s         0-49 
## 6767                                                  Masterâ\200\231s          <NA>
## 6768                         No formal education past high school        0-49 
## 6769                                                    Doctoral     > 10,000 
## 6770                                                  Masterâ\200\231s         0-49 
## 6771                                                  Masterâ\200\231s       50-249 
## 6772                                                  Masterâ\200\231s   1000-9,999 
## 6773                                                Bachelorâ\200\231s      250-999 
## 6774                                                    Doctoral      250-999 
## 6775                                                Bachelorâ\200\231s         0-49 
## 6776                                                  Masterâ\200\231s          <NA>
## 6777                                                  Masterâ\200\231s   1000-9,999 
## 6778                                                  Masterâ\200\231s      250-999 
## 6779                                                  Masterâ\200\231s      250-999 
## 6780                                       I prefer not to answer        0-49 
## 6781                                                Bachelorâ\200\231s          <NA>
## 6782                                                Bachelorâ\200\231s      250-999 
## 6783                                                Bachelorâ\200\231s          <NA>
## 6784                                                Bachelorâ\200\231s          <NA>
## 6785                                                    Doctoral       50-249 
## 6786                                                Professional      250-999 
## 6787                                                  Masterâ\200\231s          <NA>
## 6788                                                  Masterâ\200\231s   1000-9,999 
## 6789                                                Bachelorâ\200\231s          <NA>
## 6790 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6791                                                Bachelorâ\200\231s         0-49 
## 6792                                                  Masterâ\200\231s          <NA>
## 6793                                                  Masterâ\200\231s         0-49 
## 6794                                                  Masterâ\200\231s         0-49 
## 6795                                                  Masterâ\200\231s   1000-9,999 
## 6796                                                  Masterâ\200\231s          <NA>
## 6797                                                Bachelorâ\200\231s          <NA>
## 6798                                                Professional       50-249 
## 6799                                                  Masterâ\200\231s         0-49 
## 6800                                                  Masterâ\200\231s   1000-9,999 
## 6801                                                  Masterâ\200\231s      250-999 
## 6802                                                Bachelorâ\200\231s     > 10,000 
## 6803                                                Bachelorâ\200\231s   1000-9,999 
## 6804                                                  Masterâ\200\231s     > 10,000 
## 6805                                                  Masterâ\200\231s         0-49 
## 6806                                                Bachelorâ\200\231s       50-249 
## 6807                                                    Doctoral         0-49 
## 6808                                                Bachelorâ\200\231s          <NA>
## 6809                                                Bachelorâ\200\231s         0-49 
## 6810                                                    Doctoral          <NA>
## 6811                                                Bachelorâ\200\231s       50-249 
## 6812                                                  Masterâ\200\231s     > 10,000 
## 6813                                                  Masterâ\200\231s     > 10,000 
## 6814                                                Bachelorâ\200\231s         0-49 
## 6815                                                Bachelorâ\200\231s          <NA>
## 6816                                                  Masterâ\200\231s         0-49 
## 6817                                                  Masterâ\200\231s         0-49 
## 6818                                                  Masterâ\200\231s       50-249 
## 6819                                                    Doctoral         0-49 
## 6820                                                  Masterâ\200\231s       50-249 
## 6821                                                  Masterâ\200\231s         0-49 
## 6822                                                  Masterâ\200\231s         0-49 
## 6823                                                  Masterâ\200\231s         0-49 
## 6824                                                  Masterâ\200\231s     > 10,000 
## 6825                                                  Masterâ\200\231s          <NA>
## 6826                                                  Masterâ\200\231s   1000-9,999 
## 6827                                                Bachelorâ\200\231s         0-49 
## 6828 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6829                                                  Masterâ\200\231s     > 10,000 
## 6830                                                    Doctoral       50-249 
## 6831                                                  Masterâ\200\231s     > 10,000 
## 6832                                                  Masterâ\200\231s      250-999 
## 6833 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6834                                                    Doctoral   1000-9,999 
## 6835                                                Bachelorâ\200\231s       50-249 
## 6836                                                  Masterâ\200\231s         0-49 
## 6837                                                  Masterâ\200\231s         0-49 
## 6838                                                  Masterâ\200\231s     > 10,000 
## 6839                                                Bachelorâ\200\231s         0-49 
## 6840                                                Bachelorâ\200\231s       50-249 
## 6841                                                    Doctoral       50-249 
## 6842                                                    Doctoral      250-999 
## 6843                                                Bachelorâ\200\231s          <NA>
## 6844                                                    Doctoral     > 10,000 
## 6845                                                  Masterâ\200\231s     > 10,000 
## 6846                                                Bachelorâ\200\231s      250-999 
## 6847                                                Bachelorâ\200\231s          <NA>
## 6848                                                  Masterâ\200\231s      250-999 
## 6849                                                Bachelorâ\200\231s         0-49 
## 6850                                                  Masterâ\200\231s     > 10,000 
## 6851                                                  Masterâ\200\231s      250-999 
## 6852                                                  Masterâ\200\231s         0-49 
## 6853                                                Bachelorâ\200\231s          <NA>
## 6854                                                Professional          <NA>
## 6855                                                  Masterâ\200\231s          <NA>
## 6856                                                  Masterâ\200\231s          <NA>
## 6857                                                Bachelorâ\200\231s          <NA>
## 6858                                                  Masterâ\200\231s         0-49 
## 6859 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 6860                                                Bachelorâ\200\231s          <NA>
## 6861                                                    Doctoral      250-999 
## 6862                                                    Doctoral         0-49 
## 6863                                                  Masterâ\200\231s   1000-9,999 
## 6864                                                  Masterâ\200\231s          <NA>
## 6865                                                Bachelorâ\200\231s      250-999 
## 6866                                                    Doctoral   1000-9,999 
## 6867                                                  Masterâ\200\231s          <NA>
## 6868                                                Professional         0-49 
## 6869                                                  Masterâ\200\231s       50-249 
## 6870                                                  Masterâ\200\231s     > 10,000 
## 6871                                                  Masterâ\200\231s          <NA>
## 6872                                                Bachelorâ\200\231s   1000-9,999 
## 6873                                                    Doctoral     > 10,000 
## 6874                                                Bachelorâ\200\231s          <NA>
## 6875 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6876                                                    Doctoral      250-999 
## 6877                                                Bachelorâ\200\231s          <NA>
## 6878                                                Bachelorâ\200\231s          <NA>
## 6879                                                  Masterâ\200\231s   1000-9,999 
## 6880                                                  Masterâ\200\231s     > 10,000 
## 6881                                                Bachelorâ\200\231s          <NA>
## 6882                                                  Masterâ\200\231s   1000-9,999 
## 6883                                                Bachelorâ\200\231s          <NA>
## 6884                                                  Masterâ\200\231s          <NA>
## 6885                                                Bachelorâ\200\231s         0-49 
## 6886                                                Bachelorâ\200\231s       50-249 
## 6887                                                Bachelorâ\200\231s       50-249 
## 6888                                                    Doctoral      250-999 
## 6889                                                  Masterâ\200\231s   1000-9,999 
## 6890                                                Professional         0-49 
## 6891                                                  Masterâ\200\231s         0-49 
## 6892 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 6893                                                Bachelorâ\200\231s         0-49 
## 6894                                                Bachelorâ\200\231s   1000-9,999 
## 6895                                                  Masterâ\200\231s         0-49 
## 6896                                                Bachelorâ\200\231s   1000-9,999 
## 6897                                       I prefer not to answer  1000-9,999 
## 6898                                                    Doctoral     > 10,000 
## 6899                                                  Masterâ\200\231s   1000-9,999 
## 6900                                                Bachelorâ\200\231s   1000-9,999 
## 6901                                                  Masterâ\200\231s       50-249 
## 6902                                                  Masterâ\200\231s   1000-9,999 
## 6903                                                  Masterâ\200\231s       50-249 
## 6904                                                  Masterâ\200\231s     > 10,000 
## 6905                                                    Doctoral         0-49 
## 6906                                                Professional   1000-9,999 
## 6907 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 6908                                                  Masterâ\200\231s   1000-9,999 
## 6909                                                  Masterâ\200\231s          <NA>
## 6910                                                Bachelorâ\200\231s     > 10,000 
## 6911                                                  Masterâ\200\231s       50-249 
## 6912                                                  Masterâ\200\231s   1000-9,999 
## 6913                                                  Masterâ\200\231s       50-249 
## 6914                                                  Masterâ\200\231s      250-999 
## 6915                                                  Masterâ\200\231s         0-49 
## 6916                                                Bachelorâ\200\231s     > 10,000 
## 6917                                                Bachelorâ\200\231s          <NA>
## 6918                                                    Doctoral          <NA>
## 6919                                                  Masterâ\200\231s          <NA>
## 6920                                                Bachelorâ\200\231s          <NA>
## 6921                                                  Masterâ\200\231s          <NA>
## 6922                                                Bachelorâ\200\231s         0-49 
## 6923                                                    Doctoral         0-49 
## 6924                                                  Masterâ\200\231s          <NA>
## 6925                                                  Masterâ\200\231s          <NA>
## 6926                                                  Masterâ\200\231s   1000-9,999 
## 6927                                                Bachelorâ\200\231s       50-249 
## 6928                                                Bachelorâ\200\231s       50-249 
## 6929                                                  Masterâ\200\231s          <NA>
## 6930 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 6931                                                    Doctoral       50-249 
## 6932                                                Bachelorâ\200\231s          <NA>
## 6933                                                    Doctoral          <NA>
## 6934                                                  Masterâ\200\231s       50-249 
## 6935                                                  Masterâ\200\231s     > 10,000 
## 6936                                                Bachelorâ\200\231s          <NA>
## 6937                                                  Masterâ\200\231s     > 10,000 
## 6938                                                Bachelorâ\200\231s   1000-9,999 
## 6939                                                Bachelorâ\200\231s          <NA>
## 6940                                                  Masterâ\200\231s         0-49 
## 6941                                                  Masterâ\200\231s   1000-9,999 
## 6942                                                Bachelorâ\200\231s     > 10,000 
## 6943                                                  Masterâ\200\231s     > 10,000 
## 6944                                                Bachelorâ\200\231s   1000-9,999 
## 6945                                                  Masterâ\200\231s       50-249 
## 6946                                                Bachelorâ\200\231s          <NA>
## 6947                                                    Doctoral         0-49 
## 6948                                                  Masterâ\200\231s         0-49 
## 6949                                                Bachelorâ\200\231s       50-249 
## 6950                                                  Masterâ\200\231s       50-249 
## 6951                                                  Masterâ\200\231s   1000-9,999 
## 6952                                                  Masterâ\200\231s   1000-9,999 
## 6953                                                  Masterâ\200\231s          <NA>
## 6954                                                  Masterâ\200\231s         0-49 
## 6955                                                Bachelorâ\200\231s     > 10,000 
## 6956                                                Bachelorâ\200\231s          <NA>
## 6957                                                Bachelorâ\200\231s          <NA>
## 6958                                                  Masterâ\200\231s          <NA>
## 6959                                                  Masterâ\200\231s          <NA>
## 6960                                                  Masterâ\200\231s     > 10,000 
## 6961                                                  Masterâ\200\231s       50-249 
## 6962                                                    Doctoral      250-999 
## 6963                                                    Doctoral          <NA>
## 6964                                                  Masterâ\200\231s       50-249 
## 6965                                                    Doctoral         0-49 
## 6966                                                  Masterâ\200\231s     > 10,000 
## 6967                                                    Doctoral         0-49 
## 6968                                                Bachelorâ\200\231s          <NA>
## 6969                                                  Masterâ\200\231s          <NA>
## 6970                         No formal education past high school     250-999 
## 6971                                                    Doctoral       50-249 
## 6972                                                  Masterâ\200\231s         0-49 
## 6973                                                  Masterâ\200\231s         0-49 
## 6974                                                  Masterâ\200\231s         0-49 
## 6975                                                  Masterâ\200\231s     > 10,000 
## 6976                                                    Doctoral     > 10,000 
## 6977                                                Bachelorâ\200\231s       50-249 
## 6978                                                Bachelorâ\200\231s      250-999 
## 6979                                                  Masterâ\200\231s     > 10,000 
## 6980                                                Professional         0-49 
## 6981                                                    Doctoral   1000-9,999 
## 6982 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 6983 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 6984                                                    Doctoral       50-249 
## 6985                                                Professional   1000-9,999 
## 6986                                                Bachelorâ\200\231s      250-999 
## 6987                                                Bachelorâ\200\231s       50-249 
## 6988                                                    Doctoral          <NA>
## 6989                                                  Masterâ\200\231s         0-49 
## 6990                                                Bachelorâ\200\231s      250-999 
## 6991                                                  Masterâ\200\231s          <NA>
## 6992                                                Bachelorâ\200\231s          <NA>
## 6993                                                Bachelorâ\200\231s       50-249 
## 6994                                                    Doctoral   1000-9,999 
## 6995                                                    Doctoral     > 10,000 
## 6996                                                  Masterâ\200\231s          <NA>
## 6997                                                Bachelorâ\200\231s     > 10,000 
## 6998                                                    Doctoral       50-249 
## 6999                                                  Masterâ\200\231s          <NA>
## 7000                                                  Masterâ\200\231s          <NA>
## 7001 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7002                                                  Masterâ\200\231s      250-999 
## 7003                                                  Masterâ\200\231s         0-49 
## 7004                                                Bachelorâ\200\231s          <NA>
## 7005                                                Bachelorâ\200\231s         0-49 
## 7006                                                  Masterâ\200\231s       50-249 
## 7007                                                  Masterâ\200\231s       50-249 
## 7008                                                Bachelorâ\200\231s     > 10,000 
## 7009                                                Bachelorâ\200\231s          <NA>
## 7010 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 7011                                                  Masterâ\200\231s         0-49 
## 7012                                                    Doctoral     > 10,000 
## 7013                                                  Masterâ\200\231s     > 10,000 
## 7014                                                Bachelorâ\200\231s     > 10,000 
## 7015                         No formal education past high school     250-999 
## 7016                                                  Masterâ\200\231s   1000-9,999 
## 7017                                                  Masterâ\200\231s      250-999 
## 7018                                                  Masterâ\200\231s         0-49 
## 7019                                                    Doctoral   1000-9,999 
## 7020                                                  Masterâ\200\231s   1000-9,999 
## 7021                                                Bachelorâ\200\231s      250-999 
## 7022                                                    Doctoral   1000-9,999 
## 7023                                                  Masterâ\200\231s         0-49 
## 7024                                                Bachelorâ\200\231s   1000-9,999 
## 7025                                                Professional     > 10,000 
## 7026                                                  Masterâ\200\231s      250-999 
## 7027                                                Bachelorâ\200\231s         0-49 
## 7028                                                  Masterâ\200\231s   1000-9,999 
## 7029                                                Bachelorâ\200\231s         0-49 
## 7030                                                Bachelorâ\200\231s       50-249 
## 7031                                                Bachelorâ\200\231s          <NA>
## 7032                                                Bachelorâ\200\231s      250-999 
## 7033                                                    Doctoral   1000-9,999 
## 7034                                                  Masterâ\200\231s       50-249 
## 7035                                                    Doctoral         0-49 
## 7036                                                  Masterâ\200\231s      250-999 
## 7037                                                Bachelorâ\200\231s          <NA>
## 7038                                                  Masterâ\200\231s     > 10,000 
## 7039                                                    Doctoral         0-49 
## 7040                                                    Doctoral          <NA>
## 7041                                                    Doctoral         0-49 
## 7042                                                  Masterâ\200\231s          <NA>
## 7043 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7044                                                    Doctoral   1000-9,999 
## 7045 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 7046                                                Bachelorâ\200\231s          <NA>
## 7047                                                  Masterâ\200\231s         0-49 
## 7048                                                  Masterâ\200\231s          <NA>
## 7049                                                  Masterâ\200\231s      250-999 
## 7050                                                    Doctoral         0-49 
## 7051                                                  Masterâ\200\231s      250-999 
## 7052                                                    Doctoral         0-49 
## 7053                                                  Masterâ\200\231s          <NA>
## 7054                                                  Masterâ\200\231s      250-999 
## 7055                                                  Masterâ\200\231s   1000-9,999 
## 7056                                                Bachelorâ\200\231s          <NA>
## 7057                                                  Masterâ\200\231s     > 10,000 
## 7058                                                    Doctoral   1000-9,999 
## 7059                                                  Masterâ\200\231s          <NA>
## 7060                                                  Masterâ\200\231s         0-49 
## 7061                                                  Masterâ\200\231s         0-49 
## 7062                                                  Masterâ\200\231s     > 10,000 
## 7063                                                  Masterâ\200\231s         0-49 
## 7064                                                  Masterâ\200\231s       50-249 
## 7065                                                Bachelorâ\200\231s         0-49 
## 7066                                                    Doctoral      250-999 
## 7067                                                    Doctoral       50-249 
## 7068                                                Bachelorâ\200\231s          <NA>
## 7069                                                  Masterâ\200\231s       50-249 
## 7070                                                Bachelorâ\200\231s          <NA>
## 7071                                                  Masterâ\200\231s      250-999 
## 7072                                                  Masterâ\200\231s   1000-9,999 
## 7073                                                Bachelorâ\200\231s      250-999 
## 7074                                                Bachelorâ\200\231s          <NA>
## 7075                                       I prefer not to answer    > 10,000 
## 7076                                                    Doctoral   1000-9,999 
## 7077                                                Bachelorâ\200\231s     > 10,000 
## 7078                                                  Masterâ\200\231s   1000-9,999 
## 7079                                                Bachelorâ\200\231s         0-49 
## 7080                                                    Doctoral       50-249 
## 7081                                                  Masterâ\200\231s         0-49 
## 7082                                                  Masterâ\200\231s      250-999 
## 7083                                                  Masterâ\200\231s          <NA>
## 7084                                                  Masterâ\200\231s         0-49 
## 7085                                                  Masterâ\200\231s         0-49 
## 7086                                                Bachelorâ\200\231s      250-999 
## 7087                                                Bachelorâ\200\231s       50-249 
## 7088                                                  Masterâ\200\231s     > 10,000 
## 7089                                                  Masterâ\200\231s         0-49 
## 7090                                                  Masterâ\200\231s          <NA>
## 7091                                                Bachelorâ\200\231s          <NA>
## 7092                                                    Doctoral      250-999 
## 7093                                                Bachelorâ\200\231s     > 10,000 
## 7094                                                Bachelorâ\200\231s          <NA>
## 7095                                                Bachelorâ\200\231s     > 10,000 
## 7096                                                    Doctoral          <NA>
## 7097                                                Bachelorâ\200\231s     > 10,000 
## 7098                                                    Doctoral     > 10,000 
## 7099                                                Bachelorâ\200\231s          <NA>
## 7100                                                  Masterâ\200\231s          <NA>
## 7101                                                    Doctoral     > 10,000 
## 7102                                                Bachelorâ\200\231s   1000-9,999 
## 7103                                                    Doctoral         0-49 
## 7104                                                Bachelorâ\200\231s   1000-9,999 
## 7105                                                  Masterâ\200\231s   1000-9,999 
## 7106                                                  Masterâ\200\231s         0-49 
## 7107                                                Bachelorâ\200\231s         0-49 
## 7108                                                Bachelorâ\200\231s          <NA>
## 7109                                                Bachelorâ\200\231s   1000-9,999 
## 7110                                                Bachelorâ\200\231s         0-49 
## 7111                                                  Masterâ\200\231s     > 10,000 
## 7112                                                    Doctoral         0-49 
## 7113                                                  Masterâ\200\231s          <NA>
## 7114                                                  Masterâ\200\231s      250-999 
## 7115                                                  Masterâ\200\231s     > 10,000 
## 7116                                                  Masterâ\200\231s          <NA>
## 7117                                                Bachelorâ\200\231s          <NA>
## 7118                                                  Masterâ\200\231s          <NA>
## 7119                                                  Masterâ\200\231s         0-49 
## 7120                                                  Masterâ\200\231s         0-49 
## 7121                                                  Masterâ\200\231s          <NA>
## 7122                                                  Masterâ\200\231s      250-999 
## 7123                                                    Doctoral     > 10,000 
## 7124                                                Bachelorâ\200\231s          <NA>
## 7125                                                  Masterâ\200\231s       50-249 
## 7126                                                  Masterâ\200\231s          <NA>
## 7127                                                  Masterâ\200\231s         0-49 
## 7128                                                    Doctoral         0-49 
## 7129                                                  Masterâ\200\231s     > 10,000 
## 7130                                                  Masterâ\200\231s         0-49 
## 7131                                                Professional         0-49 
## 7132                                                Bachelorâ\200\231s     > 10,000 
## 7133                                                Bachelorâ\200\231s          <NA>
## 7134                                       I prefer not to answer         <NA>
## 7135                                                Bachelorâ\200\231s     > 10,000 
## 7136                                                    Doctoral         0-49 
## 7137                                                  Masterâ\200\231s       50-249 
## 7138                                                  Masterâ\200\231s         0-49 
## 7139                                                    Doctoral   1000-9,999 
## 7140                                                  Masterâ\200\231s          <NA>
## 7141                                                  Masterâ\200\231s      250-999 
## 7142                                                  Masterâ\200\231s      250-999 
## 7143                                                  Masterâ\200\231s          <NA>
## 7144                                                    Doctoral      250-999 
## 7145                                                    Doctoral       50-249 
## 7146                                                    Doctoral   1000-9,999 
## 7147                                                Bachelorâ\200\231s         0-49 
## 7148                                       I prefer not to answer         <NA>
## 7149                                                    Doctoral         0-49 
## 7150                                                  Masterâ\200\231s     > 10,000 
## 7151                                                    Doctoral   1000-9,999 
## 7152                                                    Doctoral      250-999 
## 7153 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7154                                                  Masterâ\200\231s     > 10,000 
## 7155                                                Bachelorâ\200\231s          <NA>
## 7156                                                Professional         0-49 
## 7157                                                  Masterâ\200\231s   1000-9,999 
## 7158 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7159                                                  Masterâ\200\231s      250-999 
## 7160                                                  Masterâ\200\231s          <NA>
## 7161                                                Bachelorâ\200\231s          <NA>
## 7162                                                    Doctoral         0-49 
## 7163 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 7164                                                    Doctoral         0-49 
## 7165                                                  Masterâ\200\231s     > 10,000 
## 7166                                                Bachelorâ\200\231s   1000-9,999 
## 7167                                                Bachelorâ\200\231s      250-999 
## 7168                                                Bachelorâ\200\231s      250-999 
## 7169                                                Bachelorâ\200\231s     > 10,000 
## 7170                                                  Masterâ\200\231s     > 10,000 
## 7171                                                    Doctoral          <NA>
## 7172                                                  Masterâ\200\231s   1000-9,999 
## 7173                                                  Masterâ\200\231s          <NA>
## 7174                                                Bachelorâ\200\231s          <NA>
## 7175                                                  Masterâ\200\231s     > 10,000 
## 7176                                                Bachelorâ\200\231s          <NA>
## 7177                                                Bachelorâ\200\231s   1000-9,999 
## 7178                                                    Doctoral      250-999 
## 7179                                                  Masterâ\200\231s     > 10,000 
## 7180                                                  Masterâ\200\231s       50-249 
## 7181                                                Bachelorâ\200\231s         0-49 
## 7182                                                Bachelorâ\200\231s         0-49 
## 7183                                                  Masterâ\200\231s          <NA>
## 7184                                                    Doctoral         0-49 
## 7185                                                  Masterâ\200\231s          <NA>
## 7186                                                  Masterâ\200\231s     > 10,000 
## 7187                                                    Doctoral         0-49 
## 7188                                                  Masterâ\200\231s         0-49 
## 7189                                                  Masterâ\200\231s      250-999 
## 7190                                                  Masterâ\200\231s          <NA>
## 7191                                                Bachelorâ\200\231s          <NA>
## 7192                                                  Masterâ\200\231s      250-999 
## 7193                                                Bachelorâ\200\231s          <NA>
## 7194                                                  Masterâ\200\231s          <NA>
## 7195                                                Professional          <NA>
## 7196                                                  Masterâ\200\231s     > 10,000 
## 7197                                                Bachelorâ\200\231s       50-249 
## 7198                                                  Masterâ\200\231s          <NA>
## 7199                                                  Masterâ\200\231s         0-49 
## 7200                                                    Doctoral     > 10,000 
## 7201                                                  Masterâ\200\231s         0-49 
## 7202                                                  Masterâ\200\231s      250-999 
## 7203                                                Bachelorâ\200\231s          <NA>
## 7204                                                  Masterâ\200\231s       50-249 
## 7205                                                  Masterâ\200\231s         0-49 
## 7206                                                  Masterâ\200\231s     > 10,000 
## 7207                                                  Masterâ\200\231s       50-249 
## 7208                                                  Masterâ\200\231s          <NA>
## 7209                                                Bachelorâ\200\231s   1000-9,999 
## 7210                                                  Masterâ\200\231s         0-49 
## 7211                                                Bachelorâ\200\231s   1000-9,999 
## 7212                                                  Masterâ\200\231s         0-49 
## 7213                                                  Masterâ\200\231s     > 10,000 
## 7214                                                Bachelorâ\200\231s       50-249 
## 7215                                                Bachelorâ\200\231s          <NA>
## 7216                                                Professional          <NA>
## 7217                                                Bachelorâ\200\231s         0-49 
## 7218                                                Bachelorâ\200\231s          <NA>
## 7219                                                  Masterâ\200\231s       50-249 
## 7220                                                Bachelorâ\200\231s       50-249 
## 7221                                                Bachelorâ\200\231s          <NA>
## 7222                                                  Masterâ\200\231s       50-249 
## 7223                                                Bachelorâ\200\231s         0-49 
## 7224                                                  Masterâ\200\231s          <NA>
## 7225                                                Bachelorâ\200\231s          <NA>
## 7226                                                  Masterâ\200\231s         0-49 
## 7227                                                  Masterâ\200\231s          <NA>
## 7228                                                Bachelorâ\200\231s          <NA>
## 7229                                                  Masterâ\200\231s      250-999 
## 7230                                                Bachelorâ\200\231s       50-249 
## 7231                                                Bachelorâ\200\231s      250-999 
## 7232                                                  Masterâ\200\231s          <NA>
## 7233                                                    Doctoral   1000-9,999 
## 7234                                                Bachelorâ\200\231s   1000-9,999 
## 7235                                                Bachelorâ\200\231s   1000-9,999 
## 7236                                                    Doctoral       50-249 
## 7237                                                  Masterâ\200\231s   1000-9,999 
## 7238                                                Bachelorâ\200\231s      250-999 
## 7239                                                  Masterâ\200\231s       50-249 
## 7240                                                Bachelorâ\200\231s      250-999 
## 7241                                                  Masterâ\200\231s   1000-9,999 
## 7242                                                  Masterâ\200\231s      250-999 
## 7243                                                    Doctoral          <NA>
## 7244                                                Bachelorâ\200\231s          <NA>
## 7245                                                  Masterâ\200\231s         0-49 
## 7246                                                  Masterâ\200\231s          <NA>
## 7247                                                  Masterâ\200\231s     > 10,000 
## 7248                                                  Masterâ\200\231s         0-49 
## 7249                                                  Masterâ\200\231s     > 10,000 
## 7250                                                  Masterâ\200\231s         0-49 
## 7251                                                Bachelorâ\200\231s         0-49 
## 7252                                                Bachelorâ\200\231s     > 10,000 
## 7253                                                    Doctoral         0-49 
## 7254                                                  Masterâ\200\231s   1000-9,999 
## 7255                                                Bachelorâ\200\231s   1000-9,999 
## 7256                                                Bachelorâ\200\231s      250-999 
## 7257                                                  Masterâ\200\231s     > 10,000 
## 7258                                                Bachelorâ\200\231s         0-49 
## 7259                                                    Doctoral         0-49 
## 7260                                                Bachelorâ\200\231s     > 10,000 
## 7261                                                  Masterâ\200\231s          <NA>
## 7262                                                Bachelorâ\200\231s      250-999 
## 7263                                                Bachelorâ\200\231s         0-49 
## 7264                                                  Masterâ\200\231s       50-249 
## 7265                                                Bachelorâ\200\231s     > 10,000 
## 7266                                                    Doctoral          <NA>
## 7267                                                  Masterâ\200\231s     > 10,000 
## 7268                                                  Masterâ\200\231s   1000-9,999 
## 7269                                                  Masterâ\200\231s     > 10,000 
## 7270                                                  Masterâ\200\231s         0-49 
## 7271                                                  Masterâ\200\231s     > 10,000 
## 7272                                                    Doctoral         0-49 
## 7273                                                Bachelorâ\200\231s      250-999 
## 7274                                                Bachelorâ\200\231s         0-49 
## 7275                                                  Masterâ\200\231s   1000-9,999 
## 7276                                                    Doctoral      250-999 
## 7277                                                    Doctoral   1000-9,999 
## 7278                                                Professional         0-49 
## 7279                                                  Masterâ\200\231s   1000-9,999 
## 7280                                                  Masterâ\200\231s         0-49 
## 7281                                                  Masterâ\200\231s      250-999 
## 7282                                                  Masterâ\200\231s   1000-9,999 
## 7283                                                  Masterâ\200\231s         0-49 
## 7284                                                Bachelorâ\200\231s   1000-9,999 
## 7285                                                  Masterâ\200\231s     > 10,000 
## 7286                                                Professional     > 10,000 
## 7287                                                  Masterâ\200\231s      250-999 
## 7288                                                Bachelorâ\200\231s     > 10,000 
## 7289                                                  Masterâ\200\231s   1000-9,999 
## 7290                                                  Masterâ\200\231s   1000-9,999 
## 7291                                                  Masterâ\200\231s          <NA>
## 7292                                                  Masterâ\200\231s         0-49 
## 7293                                                Bachelorâ\200\231s         0-49 
## 7294                                                Bachelorâ\200\231s         0-49 
## 7295                                                    Doctoral          <NA>
## 7296                                                    Doctoral     > 10,000 
## 7297                                                    Doctoral       50-249 
## 7298                                                    Doctoral      250-999 
## 7299                                                Bachelorâ\200\231s         0-49 
## 7300                                                  Masterâ\200\231s     > 10,000 
## 7301                                                  Masterâ\200\231s          <NA>
## 7302                                                Bachelorâ\200\231s          <NA>
## 7303                                                Bachelorâ\200\231s   1000-9,999 
## 7304                                                Bachelorâ\200\231s          <NA>
## 7305                                                  Masterâ\200\231s   1000-9,999 
## 7306                                                  Masterâ\200\231s       50-249 
## 7307                                                Professional          <NA>
## 7308                                                    Doctoral     > 10,000 
## 7309                                                Bachelorâ\200\231s         0-49 
## 7310                                                  Masterâ\200\231s     > 10,000 
## 7311                                                  Masterâ\200\231s   1000-9,999 
## 7312                                                  Masterâ\200\231s     > 10,000 
## 7313                                                  Masterâ\200\231s     > 10,000 
## 7314                                                  Masterâ\200\231s     > 10,000 
## 7315                                                  Masterâ\200\231s     > 10,000 
## 7316                                                Bachelorâ\200\231s         0-49 
## 7317                                                Bachelorâ\200\231s          <NA>
## 7318                                                  Masterâ\200\231s      250-999 
## 7319                                                  Masterâ\200\231s   1000-9,999 
## 7320 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7321                                                  Masterâ\200\231s      250-999 
## 7322                                                  Masterâ\200\231s         0-49 
## 7323                                                  Masterâ\200\231s       50-249 
## 7324                                                Bachelorâ\200\231s       50-249 
## 7325                                                  Masterâ\200\231s       50-249 
## 7326                                                Bachelorâ\200\231s   1000-9,999 
## 7327                                                  Masterâ\200\231s          <NA>
## 7328                                                  Masterâ\200\231s          <NA>
## 7329                                                    Doctoral       50-249 
## 7330                                                Bachelorâ\200\231s          <NA>
## 7331                                                Bachelorâ\200\231s          <NA>
## 7332                                                Bachelorâ\200\231s   1000-9,999 
## 7333                                                  Masterâ\200\231s         0-49 
## 7334                                                  Masterâ\200\231s   1000-9,999 
## 7335                                                Bachelorâ\200\231s         0-49 
## 7336                                                    Doctoral      250-999 
## 7337                                                  Masterâ\200\231s       50-249 
## 7338                                                Bachelorâ\200\231s          <NA>
## 7339                                                    Doctoral         0-49 
## 7340 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7341                                                Bachelorâ\200\231s          <NA>
## 7342                                                Bachelorâ\200\231s         0-49 
## 7343                                                  Masterâ\200\231s     > 10,000 
## 7344                                                    Doctoral       50-249 
## 7345                                                Bachelorâ\200\231s         0-49 
## 7346                                                  Masterâ\200\231s     > 10,000 
## 7347                                                  Masterâ\200\231s          <NA>
## 7348                                                Bachelorâ\200\231s   1000-9,999 
## 7349                                                Bachelorâ\200\231s       50-249 
## 7350                                                Bachelorâ\200\231s          <NA>
## 7351                                                  Masterâ\200\231s   1000-9,999 
## 7352                                                Bachelorâ\200\231s     > 10,000 
## 7353                                                  Masterâ\200\231s         0-49 
## 7354                                                  Masterâ\200\231s         0-49 
## 7355                                                  Masterâ\200\231s   1000-9,999 
## 7356                                                    Doctoral         0-49 
## 7357                                                Bachelorâ\200\231s   1000-9,999 
## 7358                                                  Masterâ\200\231s          <NA>
## 7359                                                  Masterâ\200\231s         0-49 
## 7360                                                  Masterâ\200\231s          <NA>
## 7361                         No formal education past high school    > 10,000 
## 7362 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 7363                                                    Doctoral         0-49 
## 7364                                                    Doctoral      250-999 
## 7365                                                  Masterâ\200\231s       50-249 
## 7366                                                  Masterâ\200\231s   1000-9,999 
## 7367                                                Bachelorâ\200\231s       50-249 
## 7368                                                Bachelorâ\200\231s          <NA>
## 7369                                                Bachelorâ\200\231s     > 10,000 
## 7370                                                Bachelorâ\200\231s         0-49 
## 7371                                                  Masterâ\200\231s       50-249 
## 7372                                                  Masterâ\200\231s         0-49 
## 7373                                                Bachelorâ\200\231s          <NA>
## 7374                                                  Masterâ\200\231s   1000-9,999 
## 7375                                                    Doctoral         0-49 
## 7376                                                Bachelorâ\200\231s     > 10,000 
## 7377                                                Bachelorâ\200\231s      250-999 
## 7378 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7379                                                    Doctoral   1000-9,999 
## 7380                                                Bachelorâ\200\231s       50-249 
## 7381                                                    Doctoral   1000-9,999 
## 7382 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7383                         No formal education past high school        0-49 
## 7384                                                  Masterâ\200\231s       50-249 
## 7385                                                Bachelorâ\200\231s       50-249 
## 7386 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7387                                                Bachelorâ\200\231s     > 10,000 
## 7388                                                Bachelorâ\200\231s     > 10,000 
## 7389                                                Bachelorâ\200\231s      250-999 
## 7390                                                    Doctoral   1000-9,999 
## 7391                                                  Masterâ\200\231s         0-49 
## 7392                                                  Masterâ\200\231s         0-49 
## 7393                                                  Masterâ\200\231s         0-49 
## 7394                                                    Doctoral     > 10,000 
## 7395                                                  Masterâ\200\231s      250-999 
## 7396                                                  Masterâ\200\231s         0-49 
## 7397                                                  Masterâ\200\231s      250-999 
## 7398                                                  Masterâ\200\231s          <NA>
## 7399                                                    Doctoral         0-49 
## 7400                                                Bachelorâ\200\231s      250-999 
## 7401 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7402                                                    Doctoral     > 10,000 
## 7403                                                  Masterâ\200\231s     > 10,000 
## 7404                                                  Masterâ\200\231s       50-249 
## 7405                                                  Masterâ\200\231s   1000-9,999 
## 7406                                                  Masterâ\200\231s       50-249 
## 7407                                                  Masterâ\200\231s         0-49 
## 7408                                                    Doctoral   1000-9,999 
## 7409 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7410                                                  Masterâ\200\231s      250-999 
## 7411                                                  Masterâ\200\231s       50-249 
## 7412                                                Bachelorâ\200\231s          <NA>
## 7413 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7414                                                    Doctoral          <NA>
## 7415                                                Professional         0-49 
## 7416                                                Bachelorâ\200\231s          <NA>
## 7417                                                    Doctoral         0-49 
## 7418                                                Bachelorâ\200\231s          <NA>
## 7419                                                Bachelorâ\200\231s       50-249 
## 7420                                                  Masterâ\200\231s         0-49 
## 7421                                                Bachelorâ\200\231s      250-999 
## 7422                                                    Doctoral         0-49 
## 7423                                                  Masterâ\200\231s          <NA>
## 7424                                                Bachelorâ\200\231s          <NA>
## 7425                                                  Masterâ\200\231s          <NA>
## 7426                                                Bachelorâ\200\231s     > 10,000 
## 7427                                                    Doctoral      250-999 
## 7428                                                Bachelorâ\200\231s   1000-9,999 
## 7429                                                  Masterâ\200\231s          <NA>
## 7430                                                Bachelorâ\200\231s          <NA>
## 7431                                                Bachelorâ\200\231s     > 10,000 
## 7432                                                Bachelorâ\200\231s          <NA>
## 7433                                                  Masterâ\200\231s         0-49 
## 7434                                                Bachelorâ\200\231s          <NA>
## 7435 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7436                                                  Masterâ\200\231s      250-999 
## 7437                                                    Doctoral          <NA>
## 7438                                                Bachelorâ\200\231s         0-49 
## 7439                                                  Masterâ\200\231s          <NA>
## 7440                                                  Masterâ\200\231s     > 10,000 
## 7441                                                    Doctoral          <NA>
## 7442                                                  Masterâ\200\231s   1000-9,999 
## 7443                                                Bachelorâ\200\231s     > 10,000 
## 7444                                                Bachelorâ\200\231s         0-49 
## 7445                                                Bachelorâ\200\231s   1000-9,999 
## 7446                                                Bachelorâ\200\231s          <NA>
## 7447                                                Bachelorâ\200\231s         0-49 
## 7448                                                  Masterâ\200\231s     > 10,000 
## 7449                                       I prefer not to answer     250-999 
## 7450                                                    Doctoral   1000-9,999 
## 7451                                                Bachelorâ\200\231s      250-999 
## 7452                                                  Masterâ\200\231s     > 10,000 
## 7453                                                Bachelorâ\200\231s   1000-9,999 
## 7454                                                Bachelorâ\200\231s     > 10,000 
## 7455                                                Bachelorâ\200\231s          <NA>
## 7456                                                  Masterâ\200\231s         0-49 
## 7457 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7458                                                  Masterâ\200\231s         0-49 
## 7459                                       I prefer not to answer  1000-9,999 
## 7460                                                    Doctoral   1000-9,999 
## 7461                                                  Masterâ\200\231s      250-999 
## 7462                                                Professional     > 10,000 
## 7463                                                    Doctoral      250-999 
## 7464                                                Bachelorâ\200\231s         0-49 
## 7465                                                Bachelorâ\200\231s          <NA>
## 7466                                                    Doctoral       50-249 
## 7467                                                  Masterâ\200\231s   1000-9,999 
## 7468                                                  Masterâ\200\231s       50-249 
## 7469                                                Bachelorâ\200\231s         0-49 
## 7470                                                  Masterâ\200\231s         0-49 
## 7471                         No formal education past high school  1000-9,999 
## 7472                                                  Masterâ\200\231s      250-999 
## 7473                                                Bachelorâ\200\231s         0-49 
## 7474                                                  Masterâ\200\231s   1000-9,999 
## 7475                                                  Masterâ\200\231s         0-49 
## 7476                                                    Doctoral   1000-9,999 
## 7477                                                  Masterâ\200\231s          <NA>
## 7478                                                Bachelorâ\200\231s         0-49 
## 7479                                                Bachelorâ\200\231s     > 10,000 
## 7480                                                  Masterâ\200\231s          <NA>
## 7481 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7482                                                    Doctoral         0-49 
## 7483                                                  Masterâ\200\231s      250-999 
## 7484 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 7485                                                  Masterâ\200\231s   1000-9,999 
## 7486                                                Bachelorâ\200\231s         0-49 
## 7487                                                Professional          <NA>
## 7488                                                    Doctoral          <NA>
## 7489                                                Bachelorâ\200\231s   1000-9,999 
## 7490                                                Bachelorâ\200\231s     > 10,000 
## 7491                                                  Masterâ\200\231s   1000-9,999 
## 7492                                                  Masterâ\200\231s       50-249 
## 7493                                                  Masterâ\200\231s       50-249 
## 7494                                                  Masterâ\200\231s         0-49 
## 7495                                                Bachelorâ\200\231s          <NA>
## 7496                                                    Doctoral         0-49 
## 7497                                       I prefer not to answer     250-999 
## 7498                                                Bachelorâ\200\231s         0-49 
## 7499                                                Bachelorâ\200\231s         0-49 
## 7500                                                  Masterâ\200\231s          <NA>
## 7501                                                  Masterâ\200\231s   1000-9,999 
## 7502                                                Bachelorâ\200\231s         0-49 
## 7503                                                  Masterâ\200\231s          <NA>
## 7504                                                Professional       50-249 
## 7505                                                  Masterâ\200\231s         0-49 
## 7506                                                Bachelorâ\200\231s         0-49 
## 7507                                                Bachelorâ\200\231s          <NA>
## 7508                                                Bachelorâ\200\231s      250-999 
## 7509                                                  Masterâ\200\231s          <NA>
## 7510                                                  Masterâ\200\231s      250-999 
## 7511                                                  Masterâ\200\231s         0-49 
## 7512                                                Bachelorâ\200\231s         0-49 
## 7513                                                Bachelorâ\200\231s         0-49 
## 7514                                                  Masterâ\200\231s   1000-9,999 
## 7515                                                  Masterâ\200\231s   1000-9,999 
## 7516                                                Bachelorâ\200\231s      250-999 
## 7517                                                  Masterâ\200\231s     > 10,000 
## 7518                                                  Masterâ\200\231s          <NA>
## 7519                                                  Masterâ\200\231s   1000-9,999 
## 7520                                                Bachelorâ\200\231s   1000-9,999 
## 7521                         No formal education past high school         <NA>
## 7522                                                    Doctoral          <NA>
## 7523                                                  Masterâ\200\231s     > 10,000 
## 7524                                                    Doctoral   1000-9,999 
## 7525                                                    Doctoral     > 10,000 
## 7526                                                  Masterâ\200\231s      250-999 
## 7527                                                  Masterâ\200\231s     > 10,000 
## 7528                                                  Masterâ\200\231s     > 10,000 
## 7529                                                Bachelorâ\200\231s         0-49 
## 7530                                       I prefer not to answer      50-249 
## 7531                                                Bachelorâ\200\231s         0-49 
## 7532                                                  Masterâ\200\231s      250-999 
## 7533                                                Bachelorâ\200\231s   1000-9,999 
## 7534                                                Professional      250-999 
## 7535                                                  Masterâ\200\231s      250-999 
## 7536                                                Bachelorâ\200\231s   1000-9,999 
## 7537                                                  Masterâ\200\231s         0-49 
## 7538                                                    Doctoral         0-49 
## 7539                                                  Masterâ\200\231s          <NA>
## 7540                                                    Doctoral          <NA>
## 7541                                                    Doctoral          <NA>
## 7542                                                  Masterâ\200\231s          <NA>
## 7543                                                  Masterâ\200\231s          <NA>
## 7544                                                  Masterâ\200\231s       50-249 
## 7545                                                  Masterâ\200\231s         0-49 
## 7546                                                    Doctoral   1000-9,999 
## 7547                                                    Doctoral     > 10,000 
## 7548                                                Bachelorâ\200\231s   1000-9,999 
## 7549                                                Bachelorâ\200\231s   1000-9,999 
## 7550                                                  Masterâ\200\231s          <NA>
## 7551                                                  Masterâ\200\231s       50-249 
## 7552                                                Bachelorâ\200\231s         0-49 
## 7553                                                Bachelorâ\200\231s     > 10,000 
## 7554                                                Bachelorâ\200\231s     > 10,000 
## 7555                                                  Masterâ\200\231s   1000-9,999 
## 7556                                                  Masterâ\200\231s          <NA>
## 7557                                                Bachelorâ\200\231s     > 10,000 
## 7558                                                    Doctoral   1000-9,999 
## 7559                                                Bachelorâ\200\231s          <NA>
## 7560                                       I prefer not to answer        0-49 
## 7561                                                    Doctoral         0-49 
## 7562                                                  Masterâ\200\231s     > 10,000 
## 7563                                                    Doctoral      250-999 
## 7564                                                Bachelorâ\200\231s     > 10,000 
## 7565                                                Bachelorâ\200\231s          <NA>
## 7566                                                    Doctoral      250-999 
## 7567                         No formal education past high school     250-999 
## 7568                                                Bachelorâ\200\231s      250-999 
## 7569                                                    Doctoral      250-999 
## 7570                                                Bachelorâ\200\231s          <NA>
## 7571                                                Bachelorâ\200\231s     > 10,000 
## 7572                                                Bachelorâ\200\231s          <NA>
## 7573                         No formal education past high school        0-49 
## 7574                                                  Masterâ\200\231s     > 10,000 
## 7575                                                  Masterâ\200\231s          <NA>
## 7576                                                    Doctoral     > 10,000 
## 7577                                                  Masterâ\200\231s   1000-9,999 
## 7578                                                Bachelorâ\200\231s          <NA>
## 7579                                                    Doctoral      250-999 
## 7580                                                  Masterâ\200\231s          <NA>
## 7581                                                  Masterâ\200\231s     > 10,000 
## 7582                                                Bachelorâ\200\231s     > 10,000 
## 7583                                                  Masterâ\200\231s          <NA>
## 7584                                                  Masterâ\200\231s      250-999 
## 7585                                                Bachelorâ\200\231s          <NA>
## 7586                                                Professional       50-249 
## 7587                                                  Masterâ\200\231s       50-249 
## 7588                                                Bachelorâ\200\231s          <NA>
## 7589                                                Bachelorâ\200\231s     > 10,000 
## 7590                                                  Masterâ\200\231s          <NA>
## 7591                                                Bachelorâ\200\231s          <NA>
## 7592                                                  Masterâ\200\231s          <NA>
## 7593                                                  Masterâ\200\231s          <NA>
## 7594 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 7595                                                  Masterâ\200\231s         0-49 
## 7596                                                Bachelorâ\200\231s      250-999 
## 7597                                                    Doctoral   1000-9,999 
## 7598                                                  Masterâ\200\231s     > 10,000 
## 7599                                                Bachelorâ\200\231s       50-249 
## 7600                                                  Masterâ\200\231s          <NA>
## 7601                                                Bachelorâ\200\231s          <NA>
## 7602                                                Bachelorâ\200\231s          <NA>
## 7603                                                Bachelorâ\200\231s         0-49 
## 7604                                                  Masterâ\200\231s     > 10,000 
## 7605 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 7606                                                Professional       50-249 
## 7607                                                  Masterâ\200\231s     > 10,000 
## 7608                                                Bachelorâ\200\231s          <NA>
## 7609                                                Professional       50-249 
## 7610                                                  Masterâ\200\231s   1000-9,999 
## 7611                                                Bachelorâ\200\231s   1000-9,999 
## 7612                                                  Masterâ\200\231s   1000-9,999 
## 7613                                                    Doctoral         0-49 
## 7614                                                Bachelorâ\200\231s          <NA>
## 7615                                                Bachelorâ\200\231s          <NA>
## 7616                                                    Doctoral         0-49 
## 7617                                                  Masterâ\200\231s       50-249 
## 7618                                                Bachelorâ\200\231s          <NA>
## 7619                                                  Masterâ\200\231s       50-249 
## 7620                                                  Masterâ\200\231s     > 10,000 
## 7621                                                Bachelorâ\200\231s          <NA>
## 7622                                                  Masterâ\200\231s     > 10,000 
## 7623                                                    Doctoral       50-249 
## 7624                                                Bachelorâ\200\231s     > 10,000 
## 7625                                                  Masterâ\200\231s       50-249 
## 7626                                                  Masterâ\200\231s   1000-9,999 
## 7627                                                  Masterâ\200\231s      250-999 
## 7628                                                Professional          <NA>
## 7629                                                    Doctoral       50-249 
## 7630                                                  Masterâ\200\231s      250-999 
## 7631                                                  Masterâ\200\231s         0-49 
## 7632                                                Bachelorâ\200\231s       50-249 
## 7633                                                  Masterâ\200\231s          <NA>
## 7634                                                  Masterâ\200\231s     > 10,000 
## 7635                                                Bachelorâ\200\231s      250-999 
## 7636                                                Bachelorâ\200\231s          <NA>
## 7637                                                  Masterâ\200\231s          <NA>
## 7638                                                Bachelorâ\200\231s          <NA>
## 7639                                                  Masterâ\200\231s         0-49 
## 7640                                                Bachelorâ\200\231s       50-249 
## 7641                                                Bachelorâ\200\231s       50-249 
## 7642                                                  Masterâ\200\231s      250-999 
## 7643                                                Bachelorâ\200\231s     > 10,000 
## 7644                                                Bachelorâ\200\231s   1000-9,999 
## 7645                                                  Masterâ\200\231s       50-249 
## 7646                                                  Masterâ\200\231s     > 10,000 
## 7647 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 7648                                                Bachelorâ\200\231s          <NA>
## 7649                                                Bachelorâ\200\231s     > 10,000 
## 7650                                                Bachelorâ\200\231s      250-999 
## 7651                                                  Masterâ\200\231s         0-49 
## 7652                                                  Masterâ\200\231s      250-999 
## 7653                                                Bachelorâ\200\231s      250-999 
## 7654                                                Bachelorâ\200\231s          <NA>
## 7655                                                    Doctoral     > 10,000 
## 7656                                                Bachelorâ\200\231s       50-249 
## 7657                                                  Masterâ\200\231s         0-49 
## 7658                                                Bachelorâ\200\231s       50-249 
## 7659                                                    Doctoral      250-999 
## 7660                                                Bachelorâ\200\231s          <NA>
## 7661                                                  Masterâ\200\231s      250-999 
## 7662                                                  Masterâ\200\231s       50-249 
## 7663                                                Bachelorâ\200\231s     > 10,000 
## 7664                                                  Masterâ\200\231s          <NA>
## 7665                                                Bachelorâ\200\231s      250-999 
## 7666                                                  Masterâ\200\231s   1000-9,999 
## 7667                                                Bachelorâ\200\231s      250-999 
## 7668                                                    Doctoral   1000-9,999 
## 7669                                                Bachelorâ\200\231s   1000-9,999 
## 7670                                                  Masterâ\200\231s       50-249 
## 7671                                                Bachelorâ\200\231s     > 10,000 
## 7672 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 7673                                                Bachelorâ\200\231s         0-49 
## 7674                                                Bachelorâ\200\231s         0-49 
## 7675                                                  Masterâ\200\231s         0-49 
## 7676                                                  Masterâ\200\231s         0-49 
## 7677                                                Bachelorâ\200\231s   1000-9,999 
## 7678                                                  Masterâ\200\231s   1000-9,999 
## 7679                                                  Masterâ\200\231s          <NA>
## 7680                                                Bachelorâ\200\231s         0-49 
## 7681                                                Bachelorâ\200\231s   1000-9,999 
## 7682                                                  Masterâ\200\231s      250-999 
## 7683                                                Bachelorâ\200\231s         0-49 
## 7684                                                  Masterâ\200\231s   1000-9,999 
## 7685 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 7686                                                  Masterâ\200\231s      250-999 
## 7687                                                Bachelorâ\200\231s         0-49 
## 7688                                                Bachelorâ\200\231s          <NA>
## 7689                                                  Masterâ\200\231s     > 10,000 
## 7690                                                  Masterâ\200\231s          <NA>
## 7691                                                    Doctoral   1000-9,999 
## 7692                                                Bachelorâ\200\231s          <NA>
## 7693                                                  Masterâ\200\231s          <NA>
## 7694                                                    Doctoral         0-49 
## 7695                                                Bachelorâ\200\231s          <NA>
## 7696                                                    Doctoral   1000-9,999 
## 7697                                                Bachelorâ\200\231s       50-249 
## 7698                                                  Masterâ\200\231s       50-249 
## 7699                                                  Masterâ\200\231s     > 10,000 
## 7700                                                    Doctoral   1000-9,999 
## 7701                                                    Doctoral      250-999 
## 7702                                                    Doctoral   1000-9,999 
## 7703                                                Bachelorâ\200\231s     > 10,000 
## 7704                                                  Masterâ\200\231s      250-999 
## 7705                                                Bachelorâ\200\231s          <NA>
## 7706                                                  Masterâ\200\231s     > 10,000 
## 7707                                                Bachelorâ\200\231s         0-49 
## 7708 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 7709                         No formal education past high school         <NA>
## 7710                                                  Masterâ\200\231s       50-249 
## 7711                                                Professional     > 10,000 
## 7712                                                  Masterâ\200\231s     > 10,000 
## 7713                                                Bachelorâ\200\231s      250-999 
## 7714                                                Bachelorâ\200\231s         0-49 
## 7715                                                  Masterâ\200\231s   1000-9,999 
## 7716                                                Bachelorâ\200\231s     > 10,000 
## 7717 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7718                                                    Doctoral      250-999 
## 7719                                                  Masterâ\200\231s       50-249 
## 7720                                                    Doctoral      250-999 
## 7721                                                  Masterâ\200\231s          <NA>
## 7722                                                Professional     > 10,000 
## 7723                                                  Masterâ\200\231s      250-999 
## 7724                                                Bachelorâ\200\231s     > 10,000 
## 7725                                                  Masterâ\200\231s         0-49 
## 7726                                                Bachelorâ\200\231s          <NA>
## 7727                                                    Doctoral          <NA>
## 7728                                                  Masterâ\200\231s         0-49 
## 7729                                                    Doctoral       50-249 
## 7730                                                    Doctoral       50-249 
## 7731                                                  Masterâ\200\231s   1000-9,999 
## 7732                                                Bachelorâ\200\231s         0-49 
## 7733                                                Bachelorâ\200\231s     > 10,000 
## 7734                                                Bachelorâ\200\231s      250-999 
## 7735 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7736                                                Bachelorâ\200\231s          <NA>
## 7737                                                Bachelorâ\200\231s   1000-9,999 
## 7738                                                  Masterâ\200\231s     > 10,000 
## 7739                                                Professional     > 10,000 
## 7740                                                Bachelorâ\200\231s         0-49 
## 7741                                                  Masterâ\200\231s          <NA>
## 7742                                                Bachelorâ\200\231s       50-249 
## 7743                                                  Masterâ\200\231s         0-49 
## 7744                                                  Masterâ\200\231s          <NA>
## 7745                                                Bachelorâ\200\231s     > 10,000 
## 7746                                                Professional          <NA>
## 7747                                                    Doctoral       50-249 
## 7748                                                    Doctoral       50-249 
## 7749                                                  Masterâ\200\231s      250-999 
## 7750                                                Bachelorâ\200\231s      250-999 
## 7751                                                  Masterâ\200\231s       50-249 
## 7752                                                  Masterâ\200\231s       50-249 
## 7753                                                  Masterâ\200\231s     > 10,000 
## 7754                                                  Masterâ\200\231s          <NA>
## 7755                                                Bachelorâ\200\231s   1000-9,999 
## 7756                                                  Masterâ\200\231s         0-49 
## 7757                                                  Masterâ\200\231s         0-49 
## 7758                                                  Masterâ\200\231s          <NA>
## 7759                                                    Doctoral   1000-9,999 
## 7760                                                Bachelorâ\200\231s     > 10,000 
## 7761                                                Bachelorâ\200\231s          <NA>
## 7762                                                    Doctoral         0-49 
## 7763                                                  Masterâ\200\231s      250-999 
## 7764                                                Bachelorâ\200\231s     > 10,000 
## 7765 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7766                                                  Masterâ\200\231s   1000-9,999 
## 7767                                                  Masterâ\200\231s       50-249 
## 7768                                                    Doctoral         0-49 
## 7769                                                Bachelorâ\200\231s          <NA>
## 7770                                                  Masterâ\200\231s     > 10,000 
## 7771                                                  Masterâ\200\231s          <NA>
## 7772                                                    Doctoral         0-49 
## 7773                                                  Masterâ\200\231s     > 10,000 
## 7774                                                Professional     > 10,000 
## 7775                                                    Doctoral     > 10,000 
## 7776                                                  Masterâ\200\231s      250-999 
## 7777                                                Bachelorâ\200\231s          <NA>
## 7778                                                  Masterâ\200\231s          <NA>
## 7779                                       I prefer not to answer  1000-9,999 
## 7780                                                    Doctoral   1000-9,999 
## 7781                                                    Doctoral   1000-9,999 
## 7782                                                    Doctoral       50-249 
## 7783                                                  Masterâ\200\231s     > 10,000 
## 7784                                                  Masterâ\200\231s     > 10,000 
## 7785                                                Bachelorâ\200\231s         0-49 
## 7786                                                    Doctoral   1000-9,999 
## 7787                                                Bachelorâ\200\231s     > 10,000 
## 7788 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 7789                                                Bachelorâ\200\231s          <NA>
## 7790                                                  Masterâ\200\231s       50-249 
## 7791                                                    Doctoral         0-49 
## 7792                         No formal education past high school         <NA>
## 7793                                       I prefer not to answer      50-249 
## 7794                                                  Masterâ\200\231s   1000-9,999 
## 7795                                                  Masterâ\200\231s          <NA>
## 7796 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 7797                                                  Masterâ\200\231s   1000-9,999 
## 7798                                                  Masterâ\200\231s         0-49 
## 7799                                                Bachelorâ\200\231s       50-249 
## 7800                                                Bachelorâ\200\231s          <NA>
## 7801                                                  Masterâ\200\231s     > 10,000 
## 7802                                                  Masterâ\200\231s          <NA>
## 7803                                                  Masterâ\200\231s     > 10,000 
## 7804                                                  Masterâ\200\231s          <NA>
## 7805                                                  Masterâ\200\231s       50-249 
## 7806                                                  Masterâ\200\231s          <NA>
## 7807                                                Bachelorâ\200\231s          <NA>
## 7808                                                Bachelorâ\200\231s     > 10,000 
## 7809                                                    Doctoral       50-249 
## 7810                                                  Masterâ\200\231s     > 10,000 
## 7811                                                  Masterâ\200\231s          <NA>
## 7812                                                Bachelorâ\200\231s     > 10,000 
## 7813                                                  Masterâ\200\231s     > 10,000 
## 7814                                                Bachelorâ\200\231s         0-49 
## 7815                                                Bachelorâ\200\231s         0-49 
## 7816                                                Bachelorâ\200\231s     > 10,000 
## 7817                         No formal education past high school        0-49 
## 7818                                                Bachelorâ\200\231s          <NA>
## 7819                                                Bachelorâ\200\231s     > 10,000 
## 7820                                                  Masterâ\200\231s      250-999 
## 7821                                                  Masterâ\200\231s         0-49 
## 7822                                                  Masterâ\200\231s      250-999 
## 7823                                                Bachelorâ\200\231s      250-999 
## 7824                                                  Masterâ\200\231s       50-249 
## 7825                                                  Masterâ\200\231s   1000-9,999 
## 7826                                                  Masterâ\200\231s         0-49 
## 7827                                                Bachelorâ\200\231s       50-249 
## 7828                                                  Masterâ\200\231s         0-49 
## 7829                                                Bachelorâ\200\231s      250-999 
## 7830 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 7831                                                Bachelorâ\200\231s   1000-9,999 
## 7832                                                  Masterâ\200\231s         0-49 
## 7833                                                Bachelorâ\200\231s          <NA>
## 7834 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 7835                                                    Doctoral      250-999 
## 7836                                                Bachelorâ\200\231s          <NA>
## 7837                                                  Masterâ\200\231s      250-999 
## 7838                                                  Masterâ\200\231s   1000-9,999 
## 7839                                                  Masterâ\200\231s      250-999 
## 7840                                                Bachelorâ\200\231s         0-49 
## 7841                                                  Masterâ\200\231s          <NA>
## 7842                                                    Doctoral   1000-9,999 
## 7843                                                    Doctoral       50-249 
## 7844                                                Bachelorâ\200\231s          <NA>
## 7845                                                  Masterâ\200\231s      250-999 
## 7846                                                    Doctoral     > 10,000 
## 7847                                                  Masterâ\200\231s       50-249 
## 7848                                                  Masterâ\200\231s         0-49 
## 7849                                                  Masterâ\200\231s          <NA>
## 7850                                                    Doctoral   1000-9,999 
## 7851                                                    Doctoral   1000-9,999 
## 7852                                       I prefer not to answer        0-49 
## 7853                                                  Masterâ\200\231s     > 10,000 
## 7854                                                Bachelorâ\200\231s         0-49 
## 7855                                                  Masterâ\200\231s      250-999 
## 7856                                                  Masterâ\200\231s         0-49 
## 7857                                                Bachelorâ\200\231s         0-49 
## 7858                                                    Doctoral     > 10,000 
## 7859                                                  Masterâ\200\231s       50-249 
## 7860                                                Bachelorâ\200\231s          <NA>
## 7861                                                Bachelorâ\200\231s         0-49 
## 7862                                                Bachelorâ\200\231s       50-249 
## 7863                                                  Masterâ\200\231s          <NA>
## 7864                                                    Doctoral   1000-9,999 
## 7865                                                  Masterâ\200\231s          <NA>
## 7866                                                  Masterâ\200\231s         0-49 
## 7867                                                Bachelorâ\200\231s          <NA>
## 7868                                                  Masterâ\200\231s       50-249 
## 7869                                                    Doctoral         0-49 
## 7870                                                Bachelorâ\200\231s         0-49 
## 7871                                                Professional     > 10,000 
## 7872                                                Bachelorâ\200\231s          <NA>
## 7873                                                    Doctoral   1000-9,999 
## 7874 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7875                                                Bachelorâ\200\231s     > 10,000 
## 7876                                                  Masterâ\200\231s          <NA>
## 7877                                                Bachelorâ\200\231s   1000-9,999 
## 7878                                                  Masterâ\200\231s          <NA>
## 7879                                                Bachelorâ\200\231s          <NA>
## 7880                                                Bachelorâ\200\231s         0-49 
## 7881                                                  Masterâ\200\231s         0-49 
## 7882                                                Bachelorâ\200\231s   1000-9,999 
## 7883                                                    Doctoral       50-249 
## 7884                                                Bachelorâ\200\231s          <NA>
## 7885                                                  Masterâ\200\231s   1000-9,999 
## 7886                                                  Masterâ\200\231s     > 10,000 
## 7887                                                Professional         0-49 
## 7888                                                Bachelorâ\200\231s          <NA>
## 7889                                                Bachelorâ\200\231s         0-49 
## 7890                                                  Masterâ\200\231s          <NA>
## 7891                                                  Masterâ\200\231s     > 10,000 
## 7892                                                  Masterâ\200\231s          <NA>
## 7893                                                  Masterâ\200\231s          <NA>
## 7894                                                Bachelorâ\200\231s       50-249 
## 7895                                                    Doctoral   1000-9,999 
## 7896                                                  Masterâ\200\231s          <NA>
## 7897                                                    Doctoral          <NA>
## 7898                                                Bachelorâ\200\231s   1000-9,999 
## 7899                                                  Masterâ\200\231s          <NA>
## 7900                                                Bachelorâ\200\231s   1000-9,999 
## 7901                                                  Masterâ\200\231s       50-249 
## 7902                                                  Masterâ\200\231s      250-999 
## 7903                                                Bachelorâ\200\231s       50-249 
## 7904                                                  Masterâ\200\231s      250-999 
## 7905                                                Bachelorâ\200\231s         0-49 
## 7906                                                  Masterâ\200\231s       50-249 
## 7907                                                  Masterâ\200\231s          <NA>
## 7908                                                  Masterâ\200\231s      250-999 
## 7909                                                    Doctoral         0-49 
## 7910                                                  Masterâ\200\231s         0-49 
## 7911                                                  Masterâ\200\231s   1000-9,999 
## 7912                                                  Masterâ\200\231s       50-249 
## 7913                                                Bachelorâ\200\231s          <NA>
## 7914                                                Bachelorâ\200\231s          <NA>
## 7915                                                    Doctoral      250-999 
## 7916                                                Bachelorâ\200\231s   1000-9,999 
## 7917                                                Bachelorâ\200\231s          <NA>
## 7918                                                  Masterâ\200\231s       50-249 
## 7919                                                  Masterâ\200\231s     > 10,000 
## 7920                                                  Masterâ\200\231s          <NA>
## 7921                                                  Masterâ\200\231s      250-999 
## 7922                                                Bachelorâ\200\231s         0-49 
## 7923                                                  Masterâ\200\231s     > 10,000 
## 7924                                                  Masterâ\200\231s      250-999 
## 7925                                                  Masterâ\200\231s         0-49 
## 7926                                                  Masterâ\200\231s         0-49 
## 7927                                                    Doctoral       50-249 
## 7928                                                  Masterâ\200\231s      250-999 
## 7929                                                  Masterâ\200\231s      250-999 
## 7930                                                  Masterâ\200\231s         0-49 
## 7931                                                  Masterâ\200\231s         0-49 
## 7932                                                    Doctoral     > 10,000 
## 7933                                                    Doctoral         0-49 
## 7934                                                Bachelorâ\200\231s          <NA>
## 7935 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7936                                                  Masterâ\200\231s   1000-9,999 
## 7937                                                  Masterâ\200\231s       50-249 
## 7938                         No formal education past high school      50-249 
## 7939                                                    Doctoral   1000-9,999 
## 7940                                                  Masterâ\200\231s       50-249 
## 7941                                                Professional         0-49 
## 7942                                                  Masterâ\200\231s     > 10,000 
## 7943                                                Bachelorâ\200\231s          <NA>
## 7944                                                  Masterâ\200\231s         0-49 
## 7945                                                Bachelorâ\200\231s          <NA>
## 7946                                                Bachelorâ\200\231s          <NA>
## 7947                                                  Masterâ\200\231s      250-999 
## 7948 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7949                                                  Masterâ\200\231s      250-999 
## 7950 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 7951                                                  Masterâ\200\231s   1000-9,999 
## 7952                                                  Masterâ\200\231s   1000-9,999 
## 7953                                                  Masterâ\200\231s      250-999 
## 7954                                                  Masterâ\200\231s   1000-9,999 
## 7955                                                  Masterâ\200\231s   1000-9,999 
## 7956                         No formal education past high school         <NA>
## 7957                                                    Doctoral         0-49 
## 7958                                                Bachelorâ\200\231s          <NA>
## 7959                                                Bachelorâ\200\231s         0-49 
## 7960                                                Professional   1000-9,999 
## 7961                                                Bachelorâ\200\231s         0-49 
## 7962                                                  Masterâ\200\231s         0-49 
## 7963                                                Professional          <NA>
## 7964                                                  Masterâ\200\231s   1000-9,999 
## 7965                                                    Doctoral   1000-9,999 
## 7966                                                Bachelorâ\200\231s     > 10,000 
## 7967                                                  Masterâ\200\231s     > 10,000 
## 7968                                                  Masterâ\200\231s   1000-9,999 
## 7969                                                    Doctoral         0-49 
## 7970                                                  Masterâ\200\231s         0-49 
## 7971                                                Professional       50-249 
## 7972                                                  Masterâ\200\231s         0-49 
## 7973                                                  Masterâ\200\231s       50-249 
## 7974                                                  Masterâ\200\231s      250-999 
## 7975                                                  Masterâ\200\231s     > 10,000 
## 7976                                                Bachelorâ\200\231s   1000-9,999 
## 7977                                                  Masterâ\200\231s         0-49 
## 7978                                                  Masterâ\200\231s         0-49 
## 7979                                                  Masterâ\200\231s     > 10,000 
## 7980                                                Professional      250-999 
## 7981                                                  Masterâ\200\231s     > 10,000 
## 7982                                                    Doctoral          <NA>
## 7983                                                  Masterâ\200\231s   1000-9,999 
## 7984                                                  Masterâ\200\231s   1000-9,999 
## 7985                                                    Doctoral          <NA>
## 7986 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 7987                                                Bachelorâ\200\231s   1000-9,999 
## 7988                                                  Masterâ\200\231s          <NA>
## 7989                                                  Masterâ\200\231s         0-49 
## 7990                                                  Masterâ\200\231s       50-249 
## 7991                                                    Doctoral       50-249 
## 7992 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 7993                                                  Masterâ\200\231s          <NA>
## 7994                                                Bachelorâ\200\231s          <NA>
## 7995                                                  Masterâ\200\231s       50-249 
## 7996                                                  Masterâ\200\231s     > 10,000 
## 7997                                                  Masterâ\200\231s      250-999 
## 7998                                                    Doctoral      250-999 
## 7999                                                  Masterâ\200\231s   1000-9,999 
## 8000                                                Bachelorâ\200\231s     > 10,000 
## 8001                                                Bachelorâ\200\231s     > 10,000 
## 8002                                                    Doctoral   1000-9,999 
## 8003                                                  Masterâ\200\231s   1000-9,999 
## 8004                                                Bachelorâ\200\231s     > 10,000 
## 8005                                                    Doctoral         0-49 
## 8006                                                Bachelorâ\200\231s      250-999 
## 8007                                                  Masterâ\200\231s          <NA>
## 8008                                                Bachelorâ\200\231s     > 10,000 
## 8009 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 8010                                                Bachelorâ\200\231s          <NA>
## 8011                                                Bachelorâ\200\231s         0-49 
## 8012                                                  Masterâ\200\231s          <NA>
## 8013                                                  Masterâ\200\231s       50-249 
## 8014                                                  Masterâ\200\231s          <NA>
## 8015                                                    Doctoral         0-49 
## 8016                                                    Doctoral         0-49 
## 8017                                                  Masterâ\200\231s          <NA>
## 8018                                                  Masterâ\200\231s     > 10,000 
## 8019                                                  Masterâ\200\231s      250-999 
## 8020                                                Bachelorâ\200\231s       50-249 
## 8021                                                  Masterâ\200\231s          <NA>
## 8022                                                  Masterâ\200\231s   1000-9,999 
## 8023                                                Bachelorâ\200\231s     > 10,000 
## 8024                                                  Masterâ\200\231s     > 10,000 
## 8025                                                  Masterâ\200\231s     > 10,000 
## 8026                                                    Doctoral       50-249 
## 8027                                                  Masterâ\200\231s   1000-9,999 
## 8028                                                Bachelorâ\200\231s     > 10,000 
## 8029                                                Bachelorâ\200\231s      250-999 
## 8030                                                  Masterâ\200\231s   1000-9,999 
## 8031                                                  Masterâ\200\231s   1000-9,999 
## 8032                                                Bachelorâ\200\231s      250-999 
## 8033                                                Professional       50-249 
## 8034                                                  Masterâ\200\231s         0-49 
## 8035                                                  Masterâ\200\231s   1000-9,999 
## 8036                                                  Masterâ\200\231s      250-999 
## 8037                                                    Doctoral       50-249 
## 8038                                                  Masterâ\200\231s         0-49 
## 8039                                                  Masterâ\200\231s         0-49 
## 8040                                                  Masterâ\200\231s          <NA>
## 8041                                                  Masterâ\200\231s         0-49 
## 8042                                                Bachelorâ\200\231s         0-49 
## 8043                                                  Masterâ\200\231s          <NA>
## 8044                                                  Masterâ\200\231s       50-249 
## 8045                                                Bachelorâ\200\231s          <NA>
## 8046                                                Bachelorâ\200\231s          <NA>
## 8047                                                    Doctoral         0-49 
## 8048                                                  Masterâ\200\231s   1000-9,999 
## 8049                                                  Masterâ\200\231s         0-49 
## 8050                                                Bachelorâ\200\231s   1000-9,999 
## 8051                                                  Masterâ\200\231s         0-49 
## 8052                                                Professional      250-999 
## 8053 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8054                                                  Masterâ\200\231s      250-999 
## 8055 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8056                                                Bachelorâ\200\231s       50-249 
## 8057                                                  Masterâ\200\231s       50-249 
## 8058                                                  Masterâ\200\231s       50-249 
## 8059                                                  Masterâ\200\231s       50-249 
## 8060                                                    Doctoral   1000-9,999 
## 8061                                                Bachelorâ\200\231s          <NA>
## 8062                                                  Masterâ\200\231s     > 10,000 
## 8063 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 8064                                                Bachelorâ\200\231s     > 10,000 
## 8065                                                  Masterâ\200\231s         0-49 
## 8066                                                    Doctoral         0-49 
## 8067                                                  Masterâ\200\231s      250-999 
## 8068                                       I prefer not to answer        0-49 
## 8069                                                  Masterâ\200\231s         0-49 
## 8070                                                  Masterâ\200\231s          <NA>
## 8071                                                Bachelorâ\200\231s         0-49 
## 8072                                                Bachelorâ\200\231s       50-249 
## 8073                                                  Masterâ\200\231s   1000-9,999 
## 8074                                                    Doctoral          <NA>
## 8075                                                  Masterâ\200\231s       50-249 
## 8076                                                  Masterâ\200\231s         0-49 
## 8077                                                Bachelorâ\200\231s          <NA>
## 8078                                                  Masterâ\200\231s         0-49 
## 8079                                                  Masterâ\200\231s         0-49 
## 8080                                                Bachelorâ\200\231s          <NA>
## 8081                                                Bachelorâ\200\231s         0-49 
## 8082                                                  Masterâ\200\231s   1000-9,999 
## 8083                                                  Masterâ\200\231s          <NA>
## 8084 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8085                                                Bachelorâ\200\231s   1000-9,999 
## 8086                                                  Masterâ\200\231s          <NA>
## 8087                                                    Doctoral     > 10,000 
## 8088                                                  Masterâ\200\231s     > 10,000 
## 8089                                                  Masterâ\200\231s   1000-9,999 
## 8090                                                  Masterâ\200\231s     > 10,000 
## 8091                                                    Doctoral      250-999 
## 8092                                                  Masterâ\200\231s       50-249 
## 8093 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8094                                                Bachelorâ\200\231s   1000-9,999 
## 8095                                                    Doctoral         0-49 
## 8096                                                Bachelorâ\200\231s       50-249 
## 8097                                                Bachelorâ\200\231s         0-49 
## 8098                                                  Masterâ\200\231s       50-249 
## 8099                                                    Doctoral       50-249 
## 8100                                                    Doctoral   1000-9,999 
## 8101                                                  Masterâ\200\231s   1000-9,999 
## 8102                                                    Doctoral         0-49 
## 8103                                                    Doctoral          <NA>
## 8104                                                  Masterâ\200\231s         0-49 
## 8105                                                Bachelorâ\200\231s         0-49 
## 8106                                                  Masterâ\200\231s      250-999 
## 8107                                                    Doctoral      250-999 
## 8108                                                Bachelorâ\200\231s       50-249 
## 8109                                                    Doctoral   1000-9,999 
## 8110                                                  Masterâ\200\231s     > 10,000 
## 8111                                                Bachelorâ\200\231s   1000-9,999 
## 8112                                                  Masterâ\200\231s       50-249 
## 8113                                                  Masterâ\200\231s         0-49 
## 8114                                                  Masterâ\200\231s   1000-9,999 
## 8115                                                    Doctoral     > 10,000 
## 8116                                                  Masterâ\200\231s      250-999 
## 8117                                                  Masterâ\200\231s     > 10,000 
## 8118                                                Bachelorâ\200\231s         0-49 
## 8119                                                Bachelorâ\200\231s          <NA>
## 8120                                                  Masterâ\200\231s       50-249 
## 8121                                                  Masterâ\200\231s         0-49 
## 8122                                                Professional     > 10,000 
## 8123                                                    Doctoral          <NA>
## 8124                                                    Doctoral          <NA>
## 8125                                                  Masterâ\200\231s      250-999 
## 8126                                                    Doctoral   1000-9,999 
## 8127                                                  Masterâ\200\231s      250-999 
## 8128 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8129                                                  Masterâ\200\231s       50-249 
## 8130                                                  Masterâ\200\231s          <NA>
## 8131                                                  Masterâ\200\231s         0-49 
## 8132                                                Professional     > 10,000 
## 8133                                                    Doctoral         0-49 
## 8134                                                  Masterâ\200\231s          <NA>
## 8135                                                  Masterâ\200\231s          <NA>
## 8136                                                  Masterâ\200\231s     > 10,000 
## 8137                                                  Masterâ\200\231s          <NA>
## 8138                                                    Doctoral       50-249 
## 8139                                                  Masterâ\200\231s         0-49 
## 8140                                                  Masterâ\200\231s       50-249 
## 8141                                                  Masterâ\200\231s   1000-9,999 
## 8142                                                  Masterâ\200\231s   1000-9,999 
## 8143                                                  Masterâ\200\231s         0-49 
## 8144                                                  Masterâ\200\231s     > 10,000 
## 8145                                                    Doctoral      250-999 
## 8146                                                    Doctoral     > 10,000 
## 8147                                                    Doctoral         0-49 
## 8148                                                  Masterâ\200\231s          <NA>
## 8149                                                  Masterâ\200\231s         0-49 
## 8150                                                  Masterâ\200\231s      250-999 
## 8151                                                  Masterâ\200\231s     > 10,000 
## 8152                                                  Masterâ\200\231s          <NA>
## 8153                                                  Masterâ\200\231s          <NA>
## 8154                                                  Masterâ\200\231s       50-249 
## 8155                                                Professional       50-249 
## 8156                                                  Masterâ\200\231s          <NA>
## 8157                                                  Masterâ\200\231s         0-49 
## 8158                                                    Doctoral         0-49 
## 8159                                                  Masterâ\200\231s   1000-9,999 
## 8160                                                  Masterâ\200\231s     > 10,000 
## 8161                                                  Masterâ\200\231s     > 10,000 
## 8162                                                    Doctoral         0-49 
## 8163                                                Bachelorâ\200\231s       50-249 
## 8164                                                Bachelorâ\200\231s         0-49 
## 8165                                                  Masterâ\200\231s   1000-9,999 
## 8166                                                Bachelorâ\200\231s          <NA>
## 8167                                                  Masterâ\200\231s          <NA>
## 8168                                                    Doctoral     > 10,000 
## 8169                                                Bachelorâ\200\231s     > 10,000 
## 8170                                                Bachelorâ\200\231s     > 10,000 
## 8171                                                  Masterâ\200\231s          <NA>
## 8172                                                Bachelorâ\200\231s       50-249 
## 8173                                                Bachelorâ\200\231s         0-49 
## 8174                                                Bachelorâ\200\231s   1000-9,999 
## 8175                                                  Masterâ\200\231s          <NA>
## 8176 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 8177                                                    Doctoral       50-249 
## 8178                                                  Masterâ\200\231s     > 10,000 
## 8179                                                Bachelorâ\200\231s         0-49 
## 8180                                                  Masterâ\200\231s       50-249 
## 8181                                                    Doctoral         0-49 
## 8182                                                    Doctoral         0-49 
## 8183                                                Bachelorâ\200\231s          <NA>
## 8184                                                    Doctoral          <NA>
## 8185                                                  Masterâ\200\231s         0-49 
## 8186                                                  Masterâ\200\231s       50-249 
## 8187                                                    Doctoral       50-249 
## 8188                                                  Masterâ\200\231s     > 10,000 
## 8189                                                  Masterâ\200\231s     > 10,000 
## 8190                                                  Masterâ\200\231s          <NA>
## 8191                                                  Masterâ\200\231s          <NA>
## 8192                                       I prefer not to answer     250-999 
## 8193                                                Bachelorâ\200\231s       50-249 
## 8194                                                  Masterâ\200\231s     > 10,000 
## 8195                                                    Doctoral         0-49 
## 8196                                                    Doctoral         0-49 
## 8197                                                    Doctoral         0-49 
## 8198                                                  Masterâ\200\231s       50-249 
## 8199                                                  Masterâ\200\231s         0-49 
## 8200                                                  Masterâ\200\231s          <NA>
## 8201                                                    Doctoral         0-49 
## 8202                                                  Masterâ\200\231s          <NA>
## 8203                                                Bachelorâ\200\231s         0-49 
## 8204                                                Bachelorâ\200\231s         0-49 
## 8205                                                  Masterâ\200\231s      250-999 
## 8206                                                Professional   1000-9,999 
## 8207                                                  Masterâ\200\231s     > 10,000 
## 8208                                                  Masterâ\200\231s         0-49 
## 8209                                                Bachelorâ\200\231s          <NA>
## 8210                                                    Doctoral      250-999 
## 8211                                                  Masterâ\200\231s       50-249 
## 8212                                                    Doctoral     > 10,000 
## 8213                                                  Masterâ\200\231s      250-999 
## 8214                                                  Masterâ\200\231s         0-49 
## 8215                                                Bachelorâ\200\231s         0-49 
## 8216                                                Bachelorâ\200\231s          <NA>
## 8217                                                    Doctoral   1000-9,999 
## 8218                                                  Masterâ\200\231s   1000-9,999 
## 8219                                                    Doctoral   1000-9,999 
## 8220                                                  Masterâ\200\231s         0-49 
## 8221                                                Bachelorâ\200\231s          <NA>
## 8222                                                  Masterâ\200\231s         0-49 
## 8223                                                Professional         0-49 
## 8224                                                Bachelorâ\200\231s         0-49 
## 8225                                                Bachelorâ\200\231s          <NA>
## 8226                                                    Doctoral     > 10,000 
## 8227                                                  Masterâ\200\231s       50-249 
## 8228                                                    Doctoral          <NA>
## 8229                                                  Masterâ\200\231s         0-49 
## 8230                                                  Masterâ\200\231s      250-999 
## 8231                                                  Masterâ\200\231s     > 10,000 
## 8232                                                Bachelorâ\200\231s   1000-9,999 
## 8233                                                  Masterâ\200\231s      250-999 
## 8234                                                  Masterâ\200\231s   1000-9,999 
## 8235                                                  Masterâ\200\231s       50-249 
## 8236                                                  Masterâ\200\231s     > 10,000 
## 8237                                                  Masterâ\200\231s         0-49 
## 8238                                                  Masterâ\200\231s          <NA>
## 8239                                                  Masterâ\200\231s         0-49 
## 8240                                                    Doctoral   1000-9,999 
## 8241                                                    Doctoral      250-999 
## 8242                                                  Masterâ\200\231s       50-249 
## 8243                                                  Masterâ\200\231s       50-249 
## 8244                                                Bachelorâ\200\231s         0-49 
## 8245 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 8246                                                  Masterâ\200\231s     > 10,000 
## 8247                                                Bachelorâ\200\231s          <NA>
## 8248                                                Bachelorâ\200\231s          <NA>
## 8249                                                    Doctoral   1000-9,999 
## 8250                                                Bachelorâ\200\231s          <NA>
## 8251                                                    Doctoral   1000-9,999 
## 8252                                                  Masterâ\200\231s     > 10,000 
## 8253                                                  Masterâ\200\231s     > 10,000 
## 8254                                                    Doctoral         0-49 
## 8255                                                  Masterâ\200\231s         0-49 
## 8256                                                Bachelorâ\200\231s   1000-9,999 
## 8257                                       I prefer not to answer         <NA>
## 8258                                                Bachelorâ\200\231s   1000-9,999 
## 8259                                                    Doctoral     > 10,000 
## 8260                                                  Masterâ\200\231s   1000-9,999 
## 8261 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8262                                                    Doctoral   1000-9,999 
## 8263                                                    Doctoral     > 10,000 
## 8264                                                Bachelorâ\200\231s         0-49 
## 8265                                                  Masterâ\200\231s   1000-9,999 
## 8266                                                  Masterâ\200\231s          <NA>
## 8267                                                  Masterâ\200\231s      250-999 
## 8268                                                  Masterâ\200\231s          <NA>
## 8269                                                  Masterâ\200\231s     > 10,000 
## 8270                                                Bachelorâ\200\231s          <NA>
## 8271                                                  Masterâ\200\231s       50-249 
## 8272                                                  Masterâ\200\231s      250-999 
## 8273 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 8274                                       I prefer not to answer         <NA>
## 8275                                                  Masterâ\200\231s   1000-9,999 
## 8276                                                  Masterâ\200\231s     > 10,000 
## 8277                                                    Doctoral   1000-9,999 
## 8278                                                    Doctoral         0-49 
## 8279 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8280 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8281                                                Bachelorâ\200\231s          <NA>
## 8282                                                  Masterâ\200\231s       50-249 
## 8283                                                  Masterâ\200\231s       50-249 
## 8284 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 8285                                                    Doctoral      250-999 
## 8286                                                  Masterâ\200\231s       50-249 
## 8287                                                  Masterâ\200\231s          <NA>
## 8288                                                    Doctoral          <NA>
## 8289                                                  Masterâ\200\231s         0-49 
## 8290                                                    Doctoral      250-999 
## 8291                                                  Masterâ\200\231s     > 10,000 
## 8292                                                  Masterâ\200\231s          <NA>
## 8293                                                  Masterâ\200\231s     > 10,000 
## 8294                                                  Masterâ\200\231s   1000-9,999 
## 8295                                                  Masterâ\200\231s   1000-9,999 
## 8296                                                Bachelorâ\200\231s         0-49 
## 8297                                                  Masterâ\200\231s         0-49 
## 8298 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 8299                                                    Doctoral       50-249 
## 8300                                                Bachelorâ\200\231s     > 10,000 
## 8301 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8302                                                  Masterâ\200\231s         0-49 
## 8303                                                Bachelorâ\200\231s         0-49 
## 8304                                                  Masterâ\200\231s          <NA>
## 8305                                                Bachelorâ\200\231s     > 10,000 
## 8306                                                Bachelorâ\200\231s          <NA>
## 8307                                                    Doctoral   1000-9,999 
## 8308                                                  Masterâ\200\231s   1000-9,999 
## 8309                                                Bachelorâ\200\231s          <NA>
## 8310                                                  Masterâ\200\231s         0-49 
## 8311                                                  Masterâ\200\231s         0-49 
## 8312                                                  Masterâ\200\231s     > 10,000 
## 8313                                                  Masterâ\200\231s      250-999 
## 8314                                                  Masterâ\200\231s       50-249 
## 8315                                                  Masterâ\200\231s   1000-9,999 
## 8316                                                Bachelorâ\200\231s      250-999 
## 8317                                                    Doctoral     > 10,000 
## 8318                                                  Masterâ\200\231s     > 10,000 
## 8319                         No formal education past high school  1000-9,999 
## 8320                                                  Masterâ\200\231s       50-249 
## 8321                                                Bachelorâ\200\231s          <NA>
## 8322 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8323                                                  Masterâ\200\231s         0-49 
## 8324                                                  Masterâ\200\231s          <NA>
## 8325                                                  Masterâ\200\231s     > 10,000 
## 8326 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8327                                                  Masterâ\200\231s     > 10,000 
## 8328                                                  Masterâ\200\231s     > 10,000 
## 8329                                                    Doctoral     > 10,000 
## 8330                                                  Masterâ\200\231s          <NA>
## 8331                                                  Masterâ\200\231s     > 10,000 
## 8332                                                  Masterâ\200\231s   1000-9,999 
## 8333                                                  Masterâ\200\231s   1000-9,999 
## 8334                                                  Masterâ\200\231s     > 10,000 
## 8335                                                  Masterâ\200\231s          <NA>
## 8336                                       I prefer not to answer      50-249 
## 8337                                                    Doctoral      250-999 
## 8338                                                    Doctoral   1000-9,999 
## 8339                                                    Doctoral      250-999 
## 8340                                                Bachelorâ\200\231s         0-49 
## 8341                                                  Masterâ\200\231s          <NA>
## 8342                                                  Masterâ\200\231s         0-49 
## 8343                                                    Doctoral   1000-9,999 
## 8344                                                Professional       50-249 
## 8345                                                  Masterâ\200\231s         0-49 
## 8346                                                Bachelorâ\200\231s         0-49 
## 8347                                                Bachelorâ\200\231s         0-49 
## 8348                                                  Masterâ\200\231s         0-49 
## 8349                                                  Masterâ\200\231s          <NA>
## 8350                                                  Masterâ\200\231s          <NA>
## 8351                                                  Masterâ\200\231s          <NA>
## 8352                                                  Masterâ\200\231s         0-49 
## 8353                                                  Masterâ\200\231s   1000-9,999 
## 8354                                                Bachelorâ\200\231s   1000-9,999 
## 8355                                                  Masterâ\200\231s       50-249 
## 8356                                                  Masterâ\200\231s          <NA>
## 8357                                                  Masterâ\200\231s      250-999 
## 8358                                                  Masterâ\200\231s          <NA>
## 8359                                                Bachelorâ\200\231s     > 10,000 
## 8360                                                Bachelorâ\200\231s   1000-9,999 
## 8361                                                    Doctoral         0-49 
## 8362                                                  Masterâ\200\231s         0-49 
## 8363                                                  Masterâ\200\231s   1000-9,999 
## 8364                                                  Masterâ\200\231s   1000-9,999 
## 8365                                                  Masterâ\200\231s          <NA>
## 8366                                                  Masterâ\200\231s          <NA>
## 8367                                                  Masterâ\200\231s     > 10,000 
## 8368                                                Bachelorâ\200\231s   1000-9,999 
## 8369                                                  Masterâ\200\231s   1000-9,999 
## 8370                                                  Masterâ\200\231s         0-49 
## 8371                                                  Masterâ\200\231s      250-999 
## 8372                                                    Doctoral      250-999 
## 8373                                                  Masterâ\200\231s   1000-9,999 
## 8374                                                  Masterâ\200\231s          <NA>
## 8375                                                  Masterâ\200\231s       50-249 
## 8376                                                  Masterâ\200\231s     > 10,000 
## 8377                                                  Masterâ\200\231s       50-249 
## 8378                                                  Masterâ\200\231s          <NA>
## 8379                                                  Masterâ\200\231s          <NA>
## 8380                                                    Doctoral          <NA>
## 8381                                                  Masterâ\200\231s         0-49 
## 8382                                                  Masterâ\200\231s          <NA>
## 8383                                                    Doctoral          <NA>
## 8384                                                  Masterâ\200\231s       50-249 
## 8385                                                    Doctoral       50-249 
## 8386                                                Bachelorâ\200\231s     > 10,000 
## 8387                                                Professional       50-249 
## 8388                                                    Doctoral     > 10,000 
## 8389                                                Bachelorâ\200\231s      250-999 
## 8390                                                  Masterâ\200\231s   1000-9,999 
## 8391                                                    Doctoral      250-999 
## 8392                                                  Masterâ\200\231s          <NA>
## 8393                                                  Masterâ\200\231s     > 10,000 
## 8394                                                  Masterâ\200\231s   1000-9,999 
## 8395                                                  Masterâ\200\231s          <NA>
## 8396                                                  Masterâ\200\231s      250-999 
## 8397                                                Bachelorâ\200\231s         0-49 
## 8398                                                Bachelorâ\200\231s   1000-9,999 
## 8399                                                  Masterâ\200\231s   1000-9,999 
## 8400                                                Bachelorâ\200\231s         0-49 
## 8401                         No formal education past high school        0-49 
## 8402                                                  Masterâ\200\231s         0-49 
## 8403                                                  Masterâ\200\231s   1000-9,999 
## 8404                                                  Masterâ\200\231s     > 10,000 
## 8405                                                    Doctoral   1000-9,999 
## 8406                                                  Masterâ\200\231s       50-249 
## 8407 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 8408                                                Bachelorâ\200\231s         0-49 
## 8409                                       I prefer not to answer        0-49 
## 8410                                                  Masterâ\200\231s      250-999 
## 8411                                                Bachelorâ\200\231s         0-49 
## 8412                                                  Masterâ\200\231s         0-49 
## 8413                                                    Doctoral      250-999 
## 8414                                                  Masterâ\200\231s      250-999 
## 8415                                                  Masterâ\200\231s         0-49 
## 8416                                                  Masterâ\200\231s         0-49 
## 8417                                                  Masterâ\200\231s     > 10,000 
## 8418                                                Bachelorâ\200\231s          <NA>
## 8419                                                    Doctoral          <NA>
## 8420                                                  Masterâ\200\231s          <NA>
## 8421                                                  Masterâ\200\231s         0-49 
## 8422                                                  Masterâ\200\231s         0-49 
## 8423                                                  Masterâ\200\231s          <NA>
## 8424                                                  Masterâ\200\231s     > 10,000 
## 8425                                                    Doctoral          <NA>
## 8426                                                  Masterâ\200\231s         0-49 
## 8427                                                  Masterâ\200\231s          <NA>
## 8428                                                Bachelorâ\200\231s         0-49 
## 8429                                                    Doctoral          <NA>
## 8430                                                  Masterâ\200\231s   1000-9,999 
## 8431                                                  Masterâ\200\231s      250-999 
## 8432                                                  Masterâ\200\231s         0-49 
## 8433                                                  Masterâ\200\231s     > 10,000 
## 8434                                                  Masterâ\200\231s     > 10,000 
## 8435                                                  Masterâ\200\231s         0-49 
## 8436                                                  Masterâ\200\231s   1000-9,999 
## 8437                                                  Masterâ\200\231s      250-999 
## 8438                                                    Doctoral          <NA>
## 8439                                                  Masterâ\200\231s          <NA>
## 8440                                                    Doctoral      250-999 
## 8441                                                Bachelorâ\200\231s   1000-9,999 
## 8442                                                  Masterâ\200\231s   1000-9,999 
## 8443                                                  Masterâ\200\231s   1000-9,999 
## 8444                                                  Masterâ\200\231s       50-249 
## 8445                                                Bachelorâ\200\231s   1000-9,999 
## 8446                                                  Masterâ\200\231s     > 10,000 
## 8447                                                Bachelorâ\200\231s       50-249 
## 8448                                                  Masterâ\200\231s     > 10,000 
## 8449                                                  Masterâ\200\231s   1000-9,999 
## 8450                                                  Masterâ\200\231s          <NA>
## 8451                                                Bachelorâ\200\231s         0-49 
## 8452                                                Bachelorâ\200\231s         0-49 
## 8453                                                  Masterâ\200\231s         0-49 
## 8454                                                Professional       50-249 
## 8455                         No formal education past high school    > 10,000 
## 8456                                                Bachelorâ\200\231s          <NA>
## 8457                                                  Masterâ\200\231s          <NA>
## 8458 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 8459                                                  Masterâ\200\231s          <NA>
## 8460                                                Bachelorâ\200\231s     > 10,000 
## 8461                                                Professional          <NA>
## 8462                                                  Masterâ\200\231s      250-999 
## 8463                                                  Masterâ\200\231s     > 10,000 
## 8464                                                    Doctoral     > 10,000 
## 8465                                                    Doctoral   1000-9,999 
## 8466                                                  Masterâ\200\231s     > 10,000 
## 8467                                                Bachelorâ\200\231s          <NA>
## 8468                                                  Masterâ\200\231s   1000-9,999 
## 8469 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8470                                                  Masterâ\200\231s     > 10,000 
## 8471                                                  Masterâ\200\231s      250-999 
## 8472                                                  Masterâ\200\231s       50-249 
## 8473                                                    Doctoral      250-999 
## 8474                                                  Masterâ\200\231s          <NA>
## 8475                                                  Masterâ\200\231s         0-49 
## 8476                                                Bachelorâ\200\231s       50-249 
## 8477                                                Bachelorâ\200\231s     > 10,000 
## 8478                                                Bachelorâ\200\231s         0-49 
## 8479                                                Bachelorâ\200\231s     > 10,000 
## 8480                                                  Masterâ\200\231s         0-49 
## 8481                                                  Masterâ\200\231s     > 10,000 
## 8482                                                Bachelorâ\200\231s         0-49 
## 8483                                                Bachelorâ\200\231s   1000-9,999 
## 8484                                                Bachelorâ\200\231s   1000-9,999 
## 8485                                                Bachelorâ\200\231s       50-249 
## 8486                                                Bachelorâ\200\231s   1000-9,999 
## 8487                                                Bachelorâ\200\231s          <NA>
## 8488                                                  Masterâ\200\231s         0-49 
## 8489                                                  Masterâ\200\231s       50-249 
## 8490                         No formal education past high school         <NA>
## 8491                                                Bachelorâ\200\231s         0-49 
## 8492                                                  Masterâ\200\231s          <NA>
## 8493                                                  Masterâ\200\231s   1000-9,999 
## 8494                                                  Masterâ\200\231s     > 10,000 
## 8495                                                  Masterâ\200\231s      250-999 
## 8496                                                  Masterâ\200\231s          <NA>
## 8497                                                  Masterâ\200\231s     > 10,000 
## 8498                                                Professional         0-49 
## 8499                                                  Masterâ\200\231s     > 10,000 
## 8500                                                  Masterâ\200\231s      250-999 
## 8501                                                  Masterâ\200\231s       50-249 
## 8502                                                    Doctoral     > 10,000 
## 8503                                                    Doctoral          <NA>
## 8504                                                Bachelorâ\200\231s     > 10,000 
## 8505 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8506                                                  Masterâ\200\231s       50-249 
## 8507                                                    Doctoral         0-49 
## 8508                                                Bachelorâ\200\231s          <NA>
## 8509                                                    Doctoral         0-49 
## 8510                                                    Doctoral         0-49 
## 8511                                                  Masterâ\200\231s   1000-9,999 
## 8512                                                    Doctoral          <NA>
## 8513 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 8514                                                Bachelorâ\200\231s         0-49 
## 8515                                       I prefer not to answer        0-49 
## 8516                                                Bachelorâ\200\231s         0-49 
## 8517                                                Bachelorâ\200\231s         0-49 
## 8518                                                  Masterâ\200\231s     > 10,000 
## 8519                                                  Masterâ\200\231s          <NA>
## 8520                                                  Masterâ\200\231s     > 10,000 
## 8521                                                Bachelorâ\200\231s          <NA>
## 8522                                                Bachelorâ\200\231s         0-49 
## 8523                                                    Doctoral         0-49 
## 8524 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8525                                                  Masterâ\200\231s      250-999 
## 8526                                                Bachelorâ\200\231s          <NA>
## 8527                                                Bachelorâ\200\231s   1000-9,999 
## 8528 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8529                                                Bachelorâ\200\231s          <NA>
## 8530                                                  Masterâ\200\231s     > 10,000 
## 8531 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8532                                                    Doctoral      250-999 
## 8533                                                  Masterâ\200\231s         0-49 
## 8534                                                Bachelorâ\200\231s         0-49 
## 8535                                                  Masterâ\200\231s         0-49 
## 8536                                                  Masterâ\200\231s     > 10,000 
## 8537                                                  Masterâ\200\231s         0-49 
## 8538                                                  Masterâ\200\231s          <NA>
## 8539                                                Bachelorâ\200\231s          <NA>
## 8540                                                    Doctoral   1000-9,999 
## 8541                                                  Masterâ\200\231s         0-49 
## 8542                                                    Doctoral      250-999 
## 8543                                                Bachelorâ\200\231s          <NA>
## 8544                                                Bachelorâ\200\231s          <NA>
## 8545                                                    Doctoral         0-49 
## 8546                                                    Doctoral   1000-9,999 
## 8547                                                Bachelorâ\200\231s          <NA>
## 8548                                                  Masterâ\200\231s       50-249 
## 8549                                                Bachelorâ\200\231s         0-49 
## 8550                                                Bachelorâ\200\231s          <NA>
## 8551                                                  Masterâ\200\231s         0-49 
## 8552                                       I prefer not to answer        0-49 
## 8553                                                  Masterâ\200\231s         0-49 
## 8554                                                  Masterâ\200\231s   1000-9,999 
## 8555                                                Bachelorâ\200\231s         0-49 
## 8556                                                  Masterâ\200\231s          <NA>
## 8557                                                Bachelorâ\200\231s   1000-9,999 
## 8558                                                Bachelorâ\200\231s          <NA>
## 8559                                                  Masterâ\200\231s          <NA>
## 8560                                                  Masterâ\200\231s      250-999 
## 8561                                                  Masterâ\200\231s         0-49 
## 8562                                                  Masterâ\200\231s       50-249 
## 8563                                                  Masterâ\200\231s     > 10,000 
## 8564                                                    Doctoral       50-249 
## 8565                                                    Doctoral          <NA>
## 8566                                                  Masterâ\200\231s      250-999 
## 8567                                                    Doctoral   1000-9,999 
## 8568                                                    Doctoral          <NA>
## 8569                                                  Masterâ\200\231s   1000-9,999 
## 8570                                                  Masterâ\200\231s      250-999 
## 8571                                                  Masterâ\200\231s          <NA>
## 8572                                                  Masterâ\200\231s          <NA>
## 8573                                                  Masterâ\200\231s         0-49 
## 8574 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 8575                                                  Masterâ\200\231s     > 10,000 
## 8576                                                  Masterâ\200\231s   1000-9,999 
## 8577                                                Bachelorâ\200\231s         0-49 
## 8578                                                Bachelorâ\200\231s     > 10,000 
## 8579                                                Bachelorâ\200\231s          <NA>
## 8580                                                  Masterâ\200\231s   1000-9,999 
## 8581 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8582                                                    Doctoral   1000-9,999 
## 8583                                                    Doctoral      250-999 
## 8584                                                  Masterâ\200\231s         0-49 
## 8585 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 8586                                                  Masterâ\200\231s          <NA>
## 8587                                                  Masterâ\200\231s         0-49 
## 8588                                                  Masterâ\200\231s         0-49 
## 8589                                                  Masterâ\200\231s       50-249 
## 8590                                                  Masterâ\200\231s       50-249 
## 8591                                                  Masterâ\200\231s          <NA>
## 8592                                                    Doctoral   1000-9,999 
## 8593                                                  Masterâ\200\231s         0-49 
## 8594                                                  Masterâ\200\231s   1000-9,999 
## 8595                                                  Masterâ\200\231s          <NA>
## 8596                                                Bachelorâ\200\231s         0-49 
## 8597                                                    Doctoral     > 10,000 
## 8598                                                  Masterâ\200\231s   1000-9,999 
## 8599                                                  Masterâ\200\231s         0-49 
## 8600                                                  Masterâ\200\231s     > 10,000 
## 8601                                                    Doctoral          <NA>
## 8602                                                  Masterâ\200\231s         0-49 
## 8603                                                  Masterâ\200\231s     > 10,000 
## 8604                                                  Masterâ\200\231s         0-49 
## 8605                                                Professional         0-49 
## 8606 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8607                                                  Masterâ\200\231s       50-249 
## 8608                                                  Masterâ\200\231s     > 10,000 
## 8609                                                  Masterâ\200\231s         0-49 
## 8610                                                  Masterâ\200\231s   1000-9,999 
## 8611                                                  Masterâ\200\231s     > 10,000 
## 8612                                                  Masterâ\200\231s       50-249 
## 8613                                                  Masterâ\200\231s   1000-9,999 
## 8614                                                    Doctoral     > 10,000 
## 8615                                                    Doctoral   1000-9,999 
## 8616                                                  Masterâ\200\231s     > 10,000 
## 8617                                                Bachelorâ\200\231s     > 10,000 
## 8618                                                Bachelorâ\200\231s      250-999 
## 8619                                                Bachelorâ\200\231s       50-249 
## 8620                                                  Masterâ\200\231s          <NA>
## 8621                                                Bachelorâ\200\231s         0-49 
## 8622                                                  Masterâ\200\231s   1000-9,999 
## 8623                                                Bachelorâ\200\231s   1000-9,999 
## 8624                                                  Masterâ\200\231s   1000-9,999 
## 8625                                                  Masterâ\200\231s     > 10,000 
## 8626                                                  Masterâ\200\231s          <NA>
## 8627                                                  Masterâ\200\231s         0-49 
## 8628                                                    Doctoral       50-249 
## 8629                                                  Masterâ\200\231s       50-249 
## 8630                                                Bachelorâ\200\231s          <NA>
## 8631                                                  Masterâ\200\231s      250-999 
## 8632                                                  Masterâ\200\231s     > 10,000 
## 8633                                                  Masterâ\200\231s   1000-9,999 
## 8634                                                  Masterâ\200\231s     > 10,000 
## 8635                                                Bachelorâ\200\231s   1000-9,999 
## 8636                                                Bachelorâ\200\231s          <NA>
## 8637                                                Bachelorâ\200\231s   1000-9,999 
## 8638                                                  Masterâ\200\231s     > 10,000 
## 8639                                                  Masterâ\200\231s          <NA>
## 8640                                                  Masterâ\200\231s     > 10,000 
## 8641                                                  Masterâ\200\231s   1000-9,999 
## 8642                                                Bachelorâ\200\231s          <NA>
## 8643                                                    Doctoral         0-49 
## 8644                                                Bachelorâ\200\231s     > 10,000 
## 8645                                                Bachelorâ\200\231s     > 10,000 
## 8646                                                Bachelorâ\200\231s     > 10,000 
## 8647                                                Bachelorâ\200\231s         0-49 
## 8648                                                  Masterâ\200\231s     > 10,000 
## 8649                                                Professional         0-49 
## 8650                                                  Masterâ\200\231s          <NA>
## 8651                                                Bachelorâ\200\231s         0-49 
## 8652                                                Bachelorâ\200\231s          <NA>
## 8653 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8654                                                    Doctoral      250-999 
## 8655                                                  Masterâ\200\231s          <NA>
## 8656                                                    Doctoral      250-999 
## 8657                                                Bachelorâ\200\231s       50-249 
## 8658                                                Bachelorâ\200\231s     > 10,000 
## 8659                                                  Masterâ\200\231s         0-49 
## 8660                                                  Masterâ\200\231s         0-49 
## 8661                                                    Doctoral     > 10,000 
## 8662 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8663                                                  Masterâ\200\231s          <NA>
## 8664                                                    Doctoral   1000-9,999 
## 8665                                                  Masterâ\200\231s   1000-9,999 
## 8666                                                Bachelorâ\200\231s          <NA>
## 8667                                                    Doctoral         0-49 
## 8668                         No formal education past high school        0-49 
## 8669                                                  Masterâ\200\231s          <NA>
## 8670                                                Bachelorâ\200\231s         0-49 
## 8671 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8672                                                  Masterâ\200\231s         0-49 
## 8673                                                  Masterâ\200\231s     > 10,000 
## 8674                                                  Masterâ\200\231s   1000-9,999 
## 8675                                                    Doctoral         0-49 
## 8676                                                    Doctoral          <NA>
## 8677                                                Bachelorâ\200\231s          <NA>
## 8678                         No formal education past high school    > 10,000 
## 8679                                                  Masterâ\200\231s       50-249 
## 8680                                                Bachelorâ\200\231s          <NA>
## 8681                                                Bachelorâ\200\231s         0-49 
## 8682                                                  Masterâ\200\231s   1000-9,999 
## 8683                                                Bachelorâ\200\231s         0-49 
## 8684                                                  Masterâ\200\231s          <NA>
## 8685                                                  Masterâ\200\231s   1000-9,999 
## 8686                                                  Masterâ\200\231s         0-49 
## 8687                                                  Masterâ\200\231s       50-249 
## 8688                                                    Doctoral         0-49 
## 8689                                                  Masterâ\200\231s       50-249 
## 8690                                                  Masterâ\200\231s       50-249 
## 8691                                                  Masterâ\200\231s       50-249 
## 8692                                                  Masterâ\200\231s   1000-9,999 
## 8693                                                Bachelorâ\200\231s      250-999 
## 8694                                                  Masterâ\200\231s         0-49 
## 8695 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8696                                                  Masterâ\200\231s   1000-9,999 
## 8697                                                  Masterâ\200\231s       50-249 
## 8698                                       I prefer not to answer      50-249 
## 8699                                                Bachelorâ\200\231s   1000-9,999 
## 8700                         No formal education past high school         <NA>
## 8701                                                    Doctoral         0-49 
## 8702                                                  Masterâ\200\231s         0-49 
## 8703                                                  Masterâ\200\231s       50-249 
## 8704                                                Bachelorâ\200\231s       50-249 
## 8705                                                  Masterâ\200\231s       50-249 
## 8706                                                    Doctoral         0-49 
## 8707                                                  Masterâ\200\231s     > 10,000 
## 8708 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 8709                                                  Masterâ\200\231s   1000-9,999 
## 8710                                                Professional         0-49 
## 8711                                                Bachelorâ\200\231s          <NA>
## 8712                                                  Masterâ\200\231s          <NA>
## 8713                                                  Masterâ\200\231s   1000-9,999 
## 8714                                                Professional       50-249 
## 8715                                                    Doctoral         0-49 
## 8716                                                Bachelorâ\200\231s          <NA>
## 8717                                                Bachelorâ\200\231s         0-49 
## 8718                                                  Masterâ\200\231s         0-49 
## 8719                                                    Doctoral      250-999 
## 8720                                                  Masterâ\200\231s         0-49 
## 8721                                                  Masterâ\200\231s          <NA>
## 8722                                                  Masterâ\200\231s   1000-9,999 
## 8723                                                    Doctoral      250-999 
## 8724 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 8725                                                  Masterâ\200\231s          <NA>
## 8726                         No formal education past high school        0-49 
## 8727                                                Bachelorâ\200\231s         0-49 
## 8728                                                Bachelorâ\200\231s   1000-9,999 
## 8729                                                  Masterâ\200\231s          <NA>
## 8730                                                Bachelorâ\200\231s      250-999 
## 8731                                                Bachelorâ\200\231s       50-249 
## 8732 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 8733                                                Bachelorâ\200\231s     > 10,000 
## 8734                                                    Doctoral          <NA>
## 8735                                                  Masterâ\200\231s     > 10,000 
## 8736                                                Bachelorâ\200\231s          <NA>
## 8737                                                Bachelorâ\200\231s   1000-9,999 
## 8738 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 8739                                                    Doctoral       50-249 
## 8740                                                  Masterâ\200\231s         0-49 
## 8741                                                  Masterâ\200\231s         0-49 
## 8742                                                Bachelorâ\200\231s   1000-9,999 
## 8743                                                Bachelorâ\200\231s          <NA>
## 8744                                                  Masterâ\200\231s      250-999 
## 8745                                                  Masterâ\200\231s          <NA>
## 8746                                                  Masterâ\200\231s          <NA>
## 8747                                                Bachelorâ\200\231s       50-249 
## 8748                                                Bachelorâ\200\231s         0-49 
## 8749                                                  Masterâ\200\231s   1000-9,999 
## 8750                                                Bachelorâ\200\231s     > 10,000 
## 8751                                                Bachelorâ\200\231s         0-49 
## 8752 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8753                                                  Masterâ\200\231s      250-999 
## 8754                                                    Doctoral   1000-9,999 
## 8755                                                Professional       50-249 
## 8756                                                Bachelorâ\200\231s          <NA>
## 8757                                       I prefer not to answer      50-249 
## 8758                                                  Masterâ\200\231s     > 10,000 
## 8759                                                Bachelorâ\200\231s     > 10,000 
## 8760                                                Bachelorâ\200\231s          <NA>
## 8761                                                Bachelorâ\200\231s       50-249 
## 8762                                                Bachelorâ\200\231s       50-249 
## 8763                                                    Doctoral       50-249 
## 8764                                                  Masterâ\200\231s      250-999 
## 8765                                                  Masterâ\200\231s     > 10,000 
## 8766                                                Bachelorâ\200\231s   1000-9,999 
## 8767                                                    Doctoral   1000-9,999 
## 8768                                                  Masterâ\200\231s         0-49 
## 8769                                                Bachelorâ\200\231s     > 10,000 
## 8770 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 8771                                                  Masterâ\200\231s   1000-9,999 
## 8772                                                  Masterâ\200\231s     > 10,000 
## 8773                                                  Masterâ\200\231s   1000-9,999 
## 8774                                                Bachelorâ\200\231s          <NA>
## 8775                                                    Doctoral   1000-9,999 
## 8776                                                  Masterâ\200\231s      250-999 
## 8777                                                Bachelorâ\200\231s          <NA>
## 8778                                                    Doctoral     > 10,000 
## 8779                                                  Masterâ\200\231s     > 10,000 
## 8780                                                Bachelorâ\200\231s          <NA>
## 8781                                                    Doctoral      250-999 
## 8782                                                  Masterâ\200\231s          <NA>
## 8783                                                  Masterâ\200\231s          <NA>
## 8784                                                  Masterâ\200\231s         0-49 
## 8785                                                    Doctoral   1000-9,999 
## 8786                                                    Doctoral   1000-9,999 
## 8787                                                  Masterâ\200\231s         0-49 
## 8788                                                Professional   1000-9,999 
## 8789                                                  Masterâ\200\231s     > 10,000 
## 8790                                                Bachelorâ\200\231s       50-249 
## 8791                                                  Masterâ\200\231s       50-249 
## 8792                                                Bachelorâ\200\231s     > 10,000 
## 8793                                                Bachelorâ\200\231s       50-249 
## 8794                                                    Doctoral       50-249 
## 8795                                                  Masterâ\200\231s       50-249 
## 8796                                                Bachelorâ\200\231s          <NA>
## 8797                                                  Masterâ\200\231s       50-249 
## 8798                                                Professional       50-249 
## 8799                                                Bachelorâ\200\231s          <NA>
## 8800                                                  Masterâ\200\231s      250-999 
## 8801                                                  Masterâ\200\231s   1000-9,999 
## 8802                                                    Doctoral   1000-9,999 
## 8803                                                Bachelorâ\200\231s         0-49 
## 8804                                                    Doctoral     > 10,000 
## 8805                                       I prefer not to answer  1000-9,999 
## 8806                                                  Masterâ\200\231s         0-49 
## 8807                                                Bachelorâ\200\231s         0-49 
## 8808                                                Bachelorâ\200\231s   1000-9,999 
## 8809                                                Bachelorâ\200\231s          <NA>
## 8810                                                  Masterâ\200\231s          <NA>
## 8811                                                    Doctoral          <NA>
## 8812                         No formal education past high school        0-49 
## 8813                                                    Doctoral   1000-9,999 
## 8814                                                Bachelorâ\200\231s   1000-9,999 
## 8815                                                Bachelorâ\200\231s          <NA>
## 8816                                                Professional     > 10,000 
## 8817                                                Bachelorâ\200\231s         0-49 
## 8818                                                Professional         0-49 
## 8819                                                  Masterâ\200\231s         0-49 
## 8820                                                Bachelorâ\200\231s         0-49 
## 8821                                                  Masterâ\200\231s          <NA>
## 8822                                                  Masterâ\200\231s       50-249 
## 8823 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8824                                                Bachelorâ\200\231s       50-249 
## 8825                                                Bachelorâ\200\231s   1000-9,999 
## 8826                                                Professional         0-49 
## 8827                                                    Doctoral         0-49 
## 8828                                       I prefer not to answer         <NA>
## 8829                                                Bachelorâ\200\231s          <NA>
## 8830                                                  Masterâ\200\231s     > 10,000 
## 8831                                                    Doctoral     > 10,000 
## 8832                                                  Masterâ\200\231s       50-249 
## 8833                                                  Masterâ\200\231s   1000-9,999 
## 8834 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 8835                                                Bachelorâ\200\231s          <NA>
## 8836                                                Bachelorâ\200\231s      250-999 
## 8837                                                  Masterâ\200\231s     > 10,000 
## 8838 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 8839                                                  Masterâ\200\231s   1000-9,999 
## 8840                                                    Doctoral     > 10,000 
## 8841                                                  Masterâ\200\231s   1000-9,999 
## 8842                                                  Masterâ\200\231s     > 10,000 
## 8843                                                Bachelorâ\200\231s          <NA>
## 8844                                                Bachelorâ\200\231s   1000-9,999 
## 8845                                                  Masterâ\200\231s         0-49 
## 8846                                                  Masterâ\200\231s     > 10,000 
## 8847                                                    Doctoral     > 10,000 
## 8848                                                Bachelorâ\200\231s     > 10,000 
## 8849                                                Bachelorâ\200\231s          <NA>
## 8850                                                Bachelorâ\200\231s          <NA>
## 8851                                                  Masterâ\200\231s         0-49 
## 8852                         No formal education past high school         <NA>
## 8853                                                  Masterâ\200\231s     > 10,000 
## 8854                                                  Masterâ\200\231s   1000-9,999 
## 8855                                                  Masterâ\200\231s       50-249 
## 8856                                                    Doctoral   1000-9,999 
## 8857                                                Bachelorâ\200\231s   1000-9,999 
## 8858                                       I prefer not to answer        0-49 
## 8859                                                Bachelorâ\200\231s          <NA>
## 8860                                                  Masterâ\200\231s          <NA>
## 8861                                                    Doctoral         0-49 
## 8862                                                  Masterâ\200\231s      250-999 
## 8863                                       I prefer not to answer     250-999 
## 8864                                                  Masterâ\200\231s          <NA>
## 8865 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8866                                       I prefer not to answer     250-999 
## 8867                                                  Masterâ\200\231s   1000-9,999 
## 8868                                                Bachelorâ\200\231s   1000-9,999 
## 8869                                                    Doctoral     > 10,000 
## 8870                                                    Doctoral     > 10,000 
## 8871                                                    Doctoral   1000-9,999 
## 8872                                                  Masterâ\200\231s          <NA>
## 8873                                                  Masterâ\200\231s   1000-9,999 
## 8874                                                    Doctoral         0-49 
## 8875                                                    Doctoral          <NA>
## 8876                                                Bachelorâ\200\231s         0-49 
## 8877                                                  Masterâ\200\231s     > 10,000 
## 8878                                                  Masterâ\200\231s         0-49 
## 8879                                                    Doctoral       50-249 
## 8880                                                Bachelorâ\200\231s     > 10,000 
## 8881                                                  Masterâ\200\231s      250-999 
## 8882                                                Bachelorâ\200\231s     > 10,000 
## 8883                                                  Masterâ\200\231s      250-999 
## 8884                                                Bachelorâ\200\231s         0-49 
## 8885                                                Professional   1000-9,999 
## 8886                                                  Masterâ\200\231s          <NA>
## 8887                                                  Masterâ\200\231s     > 10,000 
## 8888                                                  Masterâ\200\231s       50-249 
## 8889                                                Bachelorâ\200\231s     > 10,000 
## 8890                                                Bachelorâ\200\231s   1000-9,999 
## 8891                                                Professional      250-999 
## 8892                                                  Masterâ\200\231s         0-49 
## 8893                                                Bachelorâ\200\231s     > 10,000 
## 8894                                                  Masterâ\200\231s     > 10,000 
## 8895                                                  Masterâ\200\231s     > 10,000 
## 8896                                                Bachelorâ\200\231s          <NA>
## 8897                                                Bachelorâ\200\231s          <NA>
## 8898                                                Bachelorâ\200\231s      250-999 
## 8899                                                  Masterâ\200\231s   1000-9,999 
## 8900                         No formal education past high school         <NA>
## 8901                                                  Masterâ\200\231s         0-49 
## 8902                                                  Masterâ\200\231s          <NA>
## 8903                                                    Doctoral         0-49 
## 8904                                                Bachelorâ\200\231s          <NA>
## 8905                                                  Masterâ\200\231s       50-249 
## 8906                                                  Masterâ\200\231s       50-249 
## 8907                                                Bachelorâ\200\231s          <NA>
## 8908                                                  Masterâ\200\231s       50-249 
## 8909                                                  Masterâ\200\231s          <NA>
## 8910                                                  Masterâ\200\231s          <NA>
## 8911                                                Bachelorâ\200\231s   1000-9,999 
## 8912                                                    Doctoral   1000-9,999 
## 8913                                                Bachelorâ\200\231s          <NA>
## 8914                                                Bachelorâ\200\231s         0-49 
## 8915                                                Bachelorâ\200\231s       50-249 
## 8916                                                Bachelorâ\200\231s          <NA>
## 8917                                                Bachelorâ\200\231s          <NA>
## 8918                                                  Masterâ\200\231s   1000-9,999 
## 8919                                                  Masterâ\200\231s         0-49 
## 8920                                                  Masterâ\200\231s         0-49 
## 8921                                                  Masterâ\200\231s         0-49 
## 8922                                                  Masterâ\200\231s     > 10,000 
## 8923                                                  Masterâ\200\231s   1000-9,999 
## 8924                                                    Doctoral   1000-9,999 
## 8925                                                  Masterâ\200\231s          <NA>
## 8926                                                Bachelorâ\200\231s   1000-9,999 
## 8927 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 8928                                                Bachelorâ\200\231s      250-999 
## 8929                                                Bachelorâ\200\231s     > 10,000 
## 8930                                                  Masterâ\200\231s       50-249 
## 8931                                                  Masterâ\200\231s         0-49 
## 8932                                                  Masterâ\200\231s     > 10,000 
## 8933                                                  Masterâ\200\231s   1000-9,999 
## 8934                                                Bachelorâ\200\231s         0-49 
## 8935                                                Professional      250-999 
## 8936                                                Bachelorâ\200\231s     > 10,000 
## 8937                                                Bachelorâ\200\231s          <NA>
## 8938                                                  Masterâ\200\231s         0-49 
## 8939                                                Bachelorâ\200\231s       50-249 
## 8940                                                Professional   1000-9,999 
## 8941                                                  Masterâ\200\231s     > 10,000 
## 8942                                                  Masterâ\200\231s         0-49 
## 8943                                                Bachelorâ\200\231s       50-249 
## 8944                                                Bachelorâ\200\231s       50-249 
## 8945                                                  Masterâ\200\231s      250-999 
## 8946                                                  Masterâ\200\231s   1000-9,999 
## 8947                                                  Masterâ\200\231s   1000-9,999 
## 8948                                                Bachelorâ\200\231s          <NA>
## 8949                                                    Doctoral         0-49 
## 8950                                                Bachelorâ\200\231s          <NA>
## 8951                                                  Masterâ\200\231s          <NA>
## 8952                                                Bachelorâ\200\231s     > 10,000 
## 8953                                                    Doctoral     > 10,000 
## 8954                                                  Masterâ\200\231s       50-249 
## 8955                                                  Masterâ\200\231s     > 10,000 
## 8956                                                Bachelorâ\200\231s      250-999 
## 8957 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 8958                                                Bachelorâ\200\231s     > 10,000 
## 8959                                                  Masterâ\200\231s   1000-9,999 
## 8960                                                Bachelorâ\200\231s     > 10,000 
## 8961                                                Bachelorâ\200\231s       50-249 
## 8962                                                  Masterâ\200\231s         0-49 
## 8963                                                    Doctoral         0-49 
## 8964                                                Bachelorâ\200\231s         0-49 
## 8965                                                Bachelorâ\200\231s          <NA>
## 8966                                                Bachelorâ\200\231s   1000-9,999 
## 8967                                                Bachelorâ\200\231s     > 10,000 
## 8968                                                Bachelorâ\200\231s          <NA>
## 8969                         No formal education past high school      50-249 
## 8970                                                  Masterâ\200\231s       50-249 
## 8971                                                  Masterâ\200\231s         0-49 
## 8972                                                  Masterâ\200\231s          <NA>
## 8973                                                Bachelorâ\200\231s         0-49 
## 8974                                                    Doctoral     > 10,000 
## 8975                                                Bachelorâ\200\231s          <NA>
## 8976                                                  Masterâ\200\231s       50-249 
## 8977                                                Bachelorâ\200\231s   1000-9,999 
## 8978                                                    Doctoral     > 10,000 
## 8979                                                  Masterâ\200\231s          <NA>
## 8980                                                  Masterâ\200\231s   1000-9,999 
## 8981                                                Bachelorâ\200\231s       50-249 
## 8982                                                Bachelorâ\200\231s   1000-9,999 
## 8983                                                  Masterâ\200\231s     > 10,000 
## 8984                                                    Doctoral         0-49 
## 8985                                                Bachelorâ\200\231s   1000-9,999 
## 8986                                                  Masterâ\200\231s         0-49 
## 8987                                                  Masterâ\200\231s       50-249 
## 8988                                                    Doctoral   1000-9,999 
## 8989                                                Professional          <NA>
## 8990                                                  Masterâ\200\231s         0-49 
## 8991                                                Bachelorâ\200\231s          <NA>
## 8992                                                  Masterâ\200\231s         0-49 
## 8993                                                Bachelorâ\200\231s         0-49 
## 8994                                                  Masterâ\200\231s      250-999 
## 8995                         No formal education past high school         <NA>
## 8996                                                  Masterâ\200\231s          <NA>
## 8997                                                Bachelorâ\200\231s     > 10,000 
## 8998 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 8999                                                  Masterâ\200\231s   1000-9,999 
## 9000                                                    Doctoral         0-49 
## 9001                                                Bachelorâ\200\231s          <NA>
## 9002                                                  Masterâ\200\231s       50-249 
## 9003                                                  Masterâ\200\231s     > 10,000 
## 9004 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9005                                                  Masterâ\200\231s          <NA>
## 9006                                                Bachelorâ\200\231s          <NA>
## 9007                                                  Masterâ\200\231s       50-249 
## 9008                                                Bachelorâ\200\231s      250-999 
## 9009                                                  Masterâ\200\231s          <NA>
## 9010                                                  Masterâ\200\231s   1000-9,999 
## 9011                                                  Masterâ\200\231s          <NA>
## 9012                                                    Doctoral   1000-9,999 
## 9013                                                  Masterâ\200\231s          <NA>
## 9014                         No formal education past high school        0-49 
## 9015                                                  Masterâ\200\231s         0-49 
## 9016                                                  Masterâ\200\231s          <NA>
## 9017                                                Bachelorâ\200\231s       50-249 
## 9018                                                  Masterâ\200\231s         0-49 
## 9019                                                Bachelorâ\200\231s          <NA>
## 9020                                                    Doctoral         0-49 
## 9021                                                    Doctoral          <NA>
## 9022                                                  Masterâ\200\231s     > 10,000 
## 9023                                                Bachelorâ\200\231s   1000-9,999 
## 9024                                                  Masterâ\200\231s          <NA>
## 9025                                                  Masterâ\200\231s     > 10,000 
## 9026                                                  Masterâ\200\231s         0-49 
## 9027                                                Professional         0-49 
## 9028                                                  Masterâ\200\231s   1000-9,999 
## 9029                                                Bachelorâ\200\231s     > 10,000 
## 9030                                                Bachelorâ\200\231s          <NA>
## 9031                                                  Masterâ\200\231s      250-999 
## 9032                                                    Doctoral          <NA>
## 9033                                                Bachelorâ\200\231s     > 10,000 
## 9034                                                  Masterâ\200\231s   1000-9,999 
## 9035                                                  Masterâ\200\231s          <NA>
## 9036                                                  Masterâ\200\231s         0-49 
## 9037                                                  Masterâ\200\231s   1000-9,999 
## 9038                                                Bachelorâ\200\231s     > 10,000 
## 9039                                                  Masterâ\200\231s   1000-9,999 
## 9040                                                  Masterâ\200\231s          <NA>
## 9041                                                Bachelorâ\200\231s     > 10,000 
## 9042                                                  Masterâ\200\231s          <NA>
## 9043                                                  Masterâ\200\231s   1000-9,999 
## 9044                                                  Masterâ\200\231s     > 10,000 
## 9045                                                  Masterâ\200\231s       50-249 
## 9046                                                  Masterâ\200\231s          <NA>
## 9047                                                  Masterâ\200\231s     > 10,000 
## 9048                                                  Masterâ\200\231s          <NA>
## 9049                                                  Masterâ\200\231s      250-999 
## 9050                                                  Masterâ\200\231s          <NA>
## 9051                                                  Masterâ\200\231s       50-249 
## 9052                                                  Masterâ\200\231s     > 10,000 
## 9053                                                Bachelorâ\200\231s          <NA>
## 9054                                                  Masterâ\200\231s          <NA>
## 9055                                                    Doctoral       50-249 
## 9056                                                    Doctoral         0-49 
## 9057                                                Bachelorâ\200\231s          <NA>
## 9058                         No formal education past high school        0-49 
## 9059                                                  Masterâ\200\231s   1000-9,999 
## 9060                                                  Masterâ\200\231s          <NA>
## 9061                                                  Masterâ\200\231s   1000-9,999 
## 9062                                                  Masterâ\200\231s       50-249 
## 9063                                                  Masterâ\200\231s         0-49 
## 9064                                                  Masterâ\200\231s         0-49 
## 9065                                                Bachelorâ\200\231s         0-49 
## 9066                                                    Doctoral          <NA>
## 9067                                                    Doctoral       50-249 
## 9068                                                  Masterâ\200\231s       50-249 
## 9069                                                    Doctoral          <NA>
## 9070                                                Bachelorâ\200\231s         0-49 
## 9071                                                  Masterâ\200\231s          <NA>
## 9072                                                    Doctoral       50-249 
## 9073                                                Bachelorâ\200\231s     > 10,000 
## 9074                                                  Masterâ\200\231s      250-999 
## 9075                                                Bachelorâ\200\231s       50-249 
## 9076                                                Bachelorâ\200\231s   1000-9,999 
## 9077                                                Bachelorâ\200\231s     > 10,000 
## 9078                                                    Doctoral      250-999 
## 9079                                                  Masterâ\200\231s          <NA>
## 9080                                                  Masterâ\200\231s         0-49 
## 9081                                                Bachelorâ\200\231s   1000-9,999 
## 9082                                                  Masterâ\200\231s          <NA>
## 9083                                                  Masterâ\200\231s          <NA>
## 9084                                                  Masterâ\200\231s       50-249 
## 9085                                                Professional       50-249 
## 9086                                                  Masterâ\200\231s         0-49 
## 9087                                                  Masterâ\200\231s   1000-9,999 
## 9088                                                Bachelorâ\200\231s          <NA>
## 9089                                                  Masterâ\200\231s          <NA>
## 9090                                                  Masterâ\200\231s       50-249 
## 9091                                                Bachelorâ\200\231s          <NA>
## 9092                                                  Masterâ\200\231s          <NA>
## 9093                                                Bachelorâ\200\231s          <NA>
## 9094                                                  Masterâ\200\231s         0-49 
## 9095                                                  Masterâ\200\231s         0-49 
## 9096                                                Bachelorâ\200\231s          <NA>
## 9097                                                  Masterâ\200\231s   1000-9,999 
## 9098                                                Bachelorâ\200\231s          <NA>
## 9099                                                Bachelorâ\200\231s         0-49 
## 9100                                                Bachelorâ\200\231s          <NA>
## 9101                                                Bachelorâ\200\231s          <NA>
## 9102                                                Professional   1000-9,999 
## 9103                                                Bachelorâ\200\231s     > 10,000 
## 9104                                                Bachelorâ\200\231s          <NA>
## 9105                                                    Doctoral          <NA>
## 9106                                                  Masterâ\200\231s     > 10,000 
## 9107                                                  Masterâ\200\231s         0-49 
## 9108 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9109                                                  Masterâ\200\231s          <NA>
## 9110                                                  Masterâ\200\231s         0-49 
## 9111                                                Bachelorâ\200\231s     > 10,000 
## 9112                                                  Masterâ\200\231s     > 10,000 
## 9113                                                Bachelorâ\200\231s   1000-9,999 
## 9114                                                Bachelorâ\200\231s     > 10,000 
## 9115                                                  Masterâ\200\231s         0-49 
## 9116                                                  Masterâ\200\231s          <NA>
## 9117                                                    Doctoral      250-999 
## 9118                                                Bachelorâ\200\231s          <NA>
## 9119                                                  Masterâ\200\231s   1000-9,999 
## 9120                                                  Masterâ\200\231s     > 10,000 
## 9121                                                Bachelorâ\200\231s   1000-9,999 
## 9122                                                  Masterâ\200\231s   1000-9,999 
## 9123                                                  Masterâ\200\231s          <NA>
## 9124                                                  Masterâ\200\231s       50-249 
## 9125                                                  Masterâ\200\231s     > 10,000 
## 9126                                                  Masterâ\200\231s          <NA>
## 9127                                                    Doctoral       50-249 
## 9128                                                  Masterâ\200\231s   1000-9,999 
## 9129                                                Bachelorâ\200\231s          <NA>
## 9130                                                Bachelorâ\200\231s          <NA>
## 9131                                                Bachelorâ\200\231s          <NA>
## 9132                                                  Masterâ\200\231s         0-49 
## 9133                                                    Doctoral     > 10,000 
## 9134                                                Bachelorâ\200\231s         0-49 
## 9135                                                Bachelorâ\200\231s   1000-9,999 
## 9136                                                  Masterâ\200\231s     > 10,000 
## 9137                                                Bachelorâ\200\231s          <NA>
## 9138                                                  Masterâ\200\231s         0-49 
## 9139                                                    Doctoral   1000-9,999 
## 9140                                                Bachelorâ\200\231s          <NA>
## 9141                                                Bachelorâ\200\231s         0-49 
## 9142                                       I prefer not to answer      50-249 
## 9143                                                    Doctoral      250-999 
## 9144                                                Bachelorâ\200\231s         0-49 
## 9145                                                    Doctoral      250-999 
## 9146                                                Bachelorâ\200\231s          <NA>
## 9147                                                  Masterâ\200\231s          <NA>
## 9148 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 9149                                                    Doctoral          <NA>
## 9150                                                  Masterâ\200\231s   1000-9,999 
## 9151                                                  Masterâ\200\231s          <NA>
## 9152                                                  Masterâ\200\231s       50-249 
## 9153                                                  Masterâ\200\231s         0-49 
## 9154                                                  Masterâ\200\231s       50-249 
## 9155                                                  Masterâ\200\231s         0-49 
## 9156                                                  Masterâ\200\231s          <NA>
## 9157                                                Bachelorâ\200\231s         0-49 
## 9158                                                Bachelorâ\200\231s     > 10,000 
## 9159                                                  Masterâ\200\231s      250-999 
## 9160                                                Bachelorâ\200\231s          <NA>
## 9161                                                  Masterâ\200\231s         0-49 
## 9162                                                  Masterâ\200\231s         0-49 
## 9163                                                Bachelorâ\200\231s          <NA>
## 9164                                                  Masterâ\200\231s     > 10,000 
## 9165                                                Bachelorâ\200\231s          <NA>
## 9166                                                Bachelorâ\200\231s      250-999 
## 9167                                                  Masterâ\200\231s   1000-9,999 
## 9168                                                  Masterâ\200\231s         0-49 
## 9169                                                  Masterâ\200\231s          <NA>
## 9170                                                Bachelorâ\200\231s          <NA>
## 9171                                                Bachelorâ\200\231s         0-49 
## 9172 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9173                                                Bachelorâ\200\231s          <NA>
## 9174                                                Professional       50-249 
## 9175                                                  Masterâ\200\231s       50-249 
## 9176                                                  Masterâ\200\231s          <NA>
## 9177                                                    Doctoral   1000-9,999 
## 9178                                                Bachelorâ\200\231s       50-249 
## 9179                                                Bachelorâ\200\231s     > 10,000 
## 9180                                                Bachelorâ\200\231s         0-49 
## 9181                                                Bachelorâ\200\231s      250-999 
## 9182                                                Bachelorâ\200\231s      250-999 
## 9183                                                Bachelorâ\200\231s          <NA>
## 9184                                                    Doctoral     > 10,000 
## 9185                                                  Masterâ\200\231s     > 10,000 
## 9186                                                  Masterâ\200\231s          <NA>
## 9187                                                Bachelorâ\200\231s         0-49 
## 9188                                                Bachelorâ\200\231s         0-49 
## 9189                                                Professional   1000-9,999 
## 9190                         No formal education past high school        0-49 
## 9191                                                Bachelorâ\200\231s     > 10,000 
## 9192                                                Bachelorâ\200\231s          <NA>
## 9193                                                Bachelorâ\200\231s          <NA>
## 9194 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9195                                                    Doctoral         0-49 
## 9196                                                Bachelorâ\200\231s          <NA>
## 9197                                                  Masterâ\200\231s          <NA>
## 9198                                                  Masterâ\200\231s          <NA>
## 9199                                                    Doctoral      250-999 
## 9200                                                  Masterâ\200\231s   1000-9,999 
## 9201                                                Bachelorâ\200\231s          <NA>
## 9202                                                  Masterâ\200\231s       50-249 
## 9203                                                    Doctoral       50-249 
## 9204                                                Bachelorâ\200\231s          <NA>
## 9205                                                Bachelorâ\200\231s          <NA>
## 9206                                                Bachelorâ\200\231s          <NA>
## 9207                                                  Masterâ\200\231s   1000-9,999 
## 9208                                                Bachelorâ\200\231s     > 10,000 
## 9209                                                Bachelorâ\200\231s   1000-9,999 
## 9210                                                    Doctoral     > 10,000 
## 9211                                                    Doctoral     > 10,000 
## 9212                                                  Masterâ\200\231s       50-249 
## 9213                                                Bachelorâ\200\231s       50-249 
## 9214                                                Bachelorâ\200\231s      250-999 
## 9215                                                Bachelorâ\200\231s          <NA>
## 9216                                                    Doctoral         0-49 
## 9217                                                Bachelorâ\200\231s         0-49 
## 9218                                                  Masterâ\200\231s          <NA>
## 9219                                                Bachelorâ\200\231s          <NA>
## 9220                                                Bachelorâ\200\231s     > 10,000 
## 9221                                                Bachelorâ\200\231s         0-49 
## 9222                                                Bachelorâ\200\231s   1000-9,999 
## 9223                                                  Masterâ\200\231s          <NA>
## 9224                                                  Masterâ\200\231s          <NA>
## 9225                                                Bachelorâ\200\231s          <NA>
## 9226                                                Bachelorâ\200\231s          <NA>
## 9227                                                    Doctoral         0-49 
## 9228                                                Bachelorâ\200\231s          <NA>
## 9229                                                    Doctoral         0-49 
## 9230                                                  Masterâ\200\231s      250-999 
## 9231                                                  Masterâ\200\231s       50-249 
## 9232                                                    Doctoral     > 10,000 
## 9233                                                Bachelorâ\200\231s      250-999 
## 9234                                                  Masterâ\200\231s          <NA>
## 9235                                                    Doctoral         0-49 
## 9236                                                Bachelorâ\200\231s          <NA>
## 9237                                                Bachelorâ\200\231s     > 10,000 
## 9238                                                Bachelorâ\200\231s         0-49 
## 9239                                       I prefer not to answer        0-49 
## 9240                                                Bachelorâ\200\231s          <NA>
## 9241                         No formal education past high school        0-49 
## 9242                                                  Masterâ\200\231s     > 10,000 
## 9243                                                    Doctoral          <NA>
## 9244                                                Bachelorâ\200\231s          <NA>
## 9245                                                Bachelorâ\200\231s          <NA>
## 9246                                                Professional          <NA>
## 9247                                                Bachelorâ\200\231s       50-249 
## 9248                                                  Masterâ\200\231s         0-49 
## 9249                                                Bachelorâ\200\231s       50-249 
## 9250                                                  Masterâ\200\231s          <NA>
## 9251                                                  Masterâ\200\231s     > 10,000 
## 9252                                                  Masterâ\200\231s   1000-9,999 
## 9253                                                  Masterâ\200\231s     > 10,000 
## 9254 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9255                                                    Doctoral      250-999 
## 9256                                                  Masterâ\200\231s       50-249 
## 9257                                                  Masterâ\200\231s     > 10,000 
## 9258                                                Bachelorâ\200\231s         0-49 
## 9259                                                  Masterâ\200\231s          <NA>
## 9260                                                Bachelorâ\200\231s   1000-9,999 
## 9261                                                Bachelorâ\200\231s         0-49 
## 9262 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 9263                                                    Doctoral       50-249 
## 9264 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9265                                                  Masterâ\200\231s     > 10,000 
## 9266                                                  Masterâ\200\231s   1000-9,999 
## 9267                                                Professional       50-249 
## 9268                                                Professional         0-49 
## 9269                                                Bachelorâ\200\231s          <NA>
## 9270                                                  Masterâ\200\231s         0-49 
## 9271                                                  Masterâ\200\231s          <NA>
## 9272                                                Bachelorâ\200\231s          <NA>
## 9273                                                  Masterâ\200\231s     > 10,000 
## 9274                                                    Doctoral         0-49 
## 9275                                                  Masterâ\200\231s         0-49 
## 9276                                                    Doctoral         0-49 
## 9277                                                Bachelorâ\200\231s         0-49 
## 9278                                                Bachelorâ\200\231s          <NA>
## 9279                                                Professional   1000-9,999 
## 9280                                                  Masterâ\200\231s          <NA>
## 9281                                                Bachelorâ\200\231s     > 10,000 
## 9282                                                    Doctoral         0-49 
## 9283                                                Bachelorâ\200\231s   1000-9,999 
## 9284                                                Professional   1000-9,999 
## 9285                                                  Masterâ\200\231s          <NA>
## 9286                                                Bachelorâ\200\231s   1000-9,999 
## 9287                                                    Doctoral         0-49 
## 9288                                                Bachelorâ\200\231s          <NA>
## 9289                                                    Doctoral          <NA>
## 9290                                                  Masterâ\200\231s          <NA>
## 9291                                                Bachelorâ\200\231s         0-49 
## 9292                                                Bachelorâ\200\231s         0-49 
## 9293                                                  Masterâ\200\231s          <NA>
## 9294                                                Bachelorâ\200\231s          <NA>
## 9295                                                  Masterâ\200\231s         0-49 
## 9296                                                Professional   1000-9,999 
## 9297                                                  Masterâ\200\231s          <NA>
## 9298                                                Bachelorâ\200\231s       50-249 
## 9299                                       I prefer not to answer      50-249 
## 9300                                                Bachelorâ\200\231s         0-49 
## 9301                                                Bachelorâ\200\231s     > 10,000 
## 9302                                                    Doctoral   1000-9,999 
## 9303                                                  Masterâ\200\231s     > 10,000 
## 9304                                                  Masterâ\200\231s       50-249 
## 9305                                                  Masterâ\200\231s     > 10,000 
## 9306                                                  Masterâ\200\231s          <NA>
## 9307                                                  Masterâ\200\231s          <NA>
## 9308                                                Bachelorâ\200\231s          <NA>
## 9309                                                Bachelorâ\200\231s       50-249 
## 9310                                                Bachelorâ\200\231s     > 10,000 
## 9311                                                Bachelorâ\200\231s       50-249 
## 9312                                                Bachelorâ\200\231s         0-49 
## 9313                                                  Masterâ\200\231s     > 10,000 
## 9314                                                  Masterâ\200\231s          <NA>
## 9315                                                  Masterâ\200\231s         0-49 
## 9316                                                  Masterâ\200\231s         0-49 
## 9317                                                Professional       50-249 
## 9318                                                    Doctoral          <NA>
## 9319                                                Bachelorâ\200\231s   1000-9,999 
## 9320 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9321                                                  Masterâ\200\231s   1000-9,999 
## 9322                                                  Masterâ\200\231s     > 10,000 
## 9323 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9324                                                Bachelorâ\200\231s         0-49 
## 9325                                                  Masterâ\200\231s   1000-9,999 
## 9326                                                Bachelorâ\200\231s          <NA>
## 9327                                                    Doctoral   1000-9,999 
## 9328                                                  Masterâ\200\231s          <NA>
## 9329                                                  Masterâ\200\231s         0-49 
## 9330                                                Bachelorâ\200\231s         0-49 
## 9331                                                  Masterâ\200\231s     > 10,000 
## 9332                                                    Doctoral       50-249 
## 9333                                                    Doctoral     > 10,000 
## 9334                                                Professional       50-249 
## 9335                                                  Masterâ\200\231s         0-49 
## 9336                                                  Masterâ\200\231s          <NA>
## 9337                                                  Masterâ\200\231s       50-249 
## 9338                                                  Masterâ\200\231s         0-49 
## 9339                                                    Doctoral   1000-9,999 
## 9340                                                    Doctoral   1000-9,999 
## 9341                                                Bachelorâ\200\231s          <NA>
## 9342                                                Bachelorâ\200\231s          <NA>
## 9343                                                Bachelorâ\200\231s          <NA>
## 9344                                                  Masterâ\200\231s         0-49 
## 9345                                                Bachelorâ\200\231s          <NA>
## 9346                                                  Masterâ\200\231s       50-249 
## 9347                                                  Masterâ\200\231s       50-249 
## 9348                                                  Masterâ\200\231s          <NA>
## 9349                                                Professional   1000-9,999 
## 9350                                       I prefer not to answer  1000-9,999 
## 9351                                                  Masterâ\200\231s          <NA>
## 9352                                                Bachelorâ\200\231s          <NA>
## 9353                                                Bachelorâ\200\231s          <NA>
## 9354                                                    Doctoral       50-249 
## 9355                                                  Masterâ\200\231s   1000-9,999 
## 9356                                                Bachelorâ\200\231s       50-249 
## 9357                                                Bachelorâ\200\231s     > 10,000 
## 9358                                                  Masterâ\200\231s     > 10,000 
## 9359                                                Bachelorâ\200\231s     > 10,000 
## 9360                                                  Masterâ\200\231s      250-999 
## 9361                                                  Masterâ\200\231s         0-49 
## 9362                                                Bachelorâ\200\231s          <NA>
## 9363                                                Bachelorâ\200\231s   1000-9,999 
## 9364                                                    Doctoral     > 10,000 
## 9365                                                Bachelorâ\200\231s         0-49 
## 9366                                                Professional   1000-9,999 
## 9367                                                Bachelorâ\200\231s          <NA>
## 9368                                                Bachelorâ\200\231s   1000-9,999 
## 9369                                                Bachelorâ\200\231s     > 10,000 
## 9370                                                Bachelorâ\200\231s         0-49 
## 9371                                                Bachelorâ\200\231s         0-49 
## 9372                                                  Masterâ\200\231s     > 10,000 
## 9373                         No formal education past high school        0-49 
## 9374                                                  Masterâ\200\231s         0-49 
## 9375                                                Bachelorâ\200\231s         0-49 
## 9376                                                  Masterâ\200\231s       50-249 
## 9377                                                    Doctoral         0-49 
## 9378                                                  Masterâ\200\231s         0-49 
## 9379                                                Bachelorâ\200\231s       50-249 
## 9380                                                Bachelorâ\200\231s          <NA>
## 9381                                                Bachelorâ\200\231s       50-249 
## 9382                                                    Doctoral          <NA>
## 9383                                                  Masterâ\200\231s         0-49 
## 9384                                                Bachelorâ\200\231s   1000-9,999 
## 9385                                                Professional         0-49 
## 9386                                                  Masterâ\200\231s         0-49 
## 9387                                                Bachelorâ\200\231s          <NA>
## 9388                                                  Masterâ\200\231s      250-999 
## 9389                                                  Masterâ\200\231s          <NA>
## 9390 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9391                                                Bachelorâ\200\231s      250-999 
## 9392                                                    Doctoral   1000-9,999 
## 9393                                                Bachelorâ\200\231s          <NA>
## 9394                                                  Masterâ\200\231s       50-249 
## 9395                                                    Doctoral       50-249 
## 9396                                                  Masterâ\200\231s         0-49 
## 9397                                                  Masterâ\200\231s     > 10,000 
## 9398                                                  Masterâ\200\231s       50-249 
## 9399                                                  Masterâ\200\231s      250-999 
## 9400                                                Bachelorâ\200\231s         0-49 
## 9401                                                Bachelorâ\200\231s   1000-9,999 
## 9402                                                  Masterâ\200\231s          <NA>
## 9403                                                Bachelorâ\200\231s         0-49 
## 9404                                                    Doctoral       50-249 
## 9405 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9406                                                  Masterâ\200\231s   1000-9,999 
## 9407                                                Bachelorâ\200\231s   1000-9,999 
## 9408                                                  Masterâ\200\231s   1000-9,999 
## 9409                         No formal education past high school      50-249 
## 9410                                                  Masterâ\200\231s       50-249 
## 9411                                                Bachelorâ\200\231s       50-249 
## 9412                                                  Masterâ\200\231s       50-249 
## 9413                                                  Masterâ\200\231s     > 10,000 
## 9414                                                  Masterâ\200\231s   1000-9,999 
## 9415                                                  Masterâ\200\231s         0-49 
## 9416                                                  Masterâ\200\231s     > 10,000 
## 9417                                                  Masterâ\200\231s         0-49 
## 9418 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9419                                                  Masterâ\200\231s         0-49 
## 9420                                                Bachelorâ\200\231s          <NA>
## 9421                                                  Masterâ\200\231s   1000-9,999 
## 9422                                                Bachelorâ\200\231s          <NA>
## 9423                                                  Masterâ\200\231s      250-999 
## 9424                                                Bachelorâ\200\231s   1000-9,999 
## 9425                                                  Masterâ\200\231s         0-49 
## 9426 Some collegeuniversity study without earning a bachelorâ\200\231s      250-999 
## 9427                                                Bachelorâ\200\231s         0-49 
## 9428                                                Bachelorâ\200\231s      250-999 
## 9429 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9430                                                Bachelorâ\200\231s          <NA>
## 9431                                                Bachelorâ\200\231s         0-49 
## 9432                                                  Masterâ\200\231s         0-49 
## 9433                                                  Masterâ\200\231s   1000-9,999 
## 9434                                                  Masterâ\200\231s       50-249 
## 9435                                                  Masterâ\200\231s         0-49 
## 9436 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9437                                                  Masterâ\200\231s   1000-9,999 
## 9438                                                    Doctoral          <NA>
## 9439                                                Bachelorâ\200\231s         0-49 
## 9440                                                    Doctoral      250-999 
## 9441                                                  Masterâ\200\231s          <NA>
## 9442                                                Bachelorâ\200\231s          <NA>
## 9443                                                Bachelorâ\200\231s         0-49 
## 9444                                                  Masterâ\200\231s         0-49 
## 9445                                                Professional          <NA>
## 9446                                                  Masterâ\200\231s   1000-9,999 
## 9447                                                    Doctoral      250-999 
## 9448                                                    Doctoral   1000-9,999 
## 9449                                                Bachelorâ\200\231s       50-249 
## 9450                                                Bachelorâ\200\231s     > 10,000 
## 9451                                                  Masterâ\200\231s     > 10,000 
## 9452                                                Bachelorâ\200\231s       50-249 
## 9453                                                Bachelorâ\200\231s       50-249 
## 9454                                                Bachelorâ\200\231s          <NA>
## 9455                                                  Masterâ\200\231s          <NA>
## 9456                                                  Masterâ\200\231s       50-249 
## 9457                                                    Doctoral      250-999 
## 9458                                                    Doctoral   1000-9,999 
## 9459                                                Bachelorâ\200\231s         0-49 
## 9460                                                Bachelorâ\200\231s      250-999 
## 9461 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9462                                                  Masterâ\200\231s     > 10,000 
## 9463                                                Bachelorâ\200\231s         0-49 
## 9464                                                  Masterâ\200\231s       50-249 
## 9465                                                  Masterâ\200\231s     > 10,000 
## 9466                                                Professional     > 10,000 
## 9467                                                Bachelorâ\200\231s          <NA>
## 9468                                                  Masterâ\200\231s     > 10,000 
## 9469                                                  Masterâ\200\231s     > 10,000 
## 9470                                                  Masterâ\200\231s         0-49 
## 9471                                                  Masterâ\200\231s         0-49 
## 9472                                                Bachelorâ\200\231s          <NA>
## 9473                                                  Masterâ\200\231s         0-49 
## 9474                                                  Masterâ\200\231s   1000-9,999 
## 9475                                                Bachelorâ\200\231s   1000-9,999 
## 9476                                                    Doctoral      250-999 
## 9477                                                Bachelorâ\200\231s          <NA>
## 9478                                                  Masterâ\200\231s     > 10,000 
## 9479                                                Bachelorâ\200\231s          <NA>
## 9480                                                    Doctoral         0-49 
## 9481                                                    Doctoral          <NA>
## 9482                                                Bachelorâ\200\231s      250-999 
## 9483                                                  Masterâ\200\231s   1000-9,999 
## 9484                                                    Doctoral       50-249 
## 9485                                                  Masterâ\200\231s   1000-9,999 
## 9486                                                  Masterâ\200\231s         0-49 
## 9487 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9488                                                  Masterâ\200\231s       50-249 
## 9489                                                    Doctoral         0-49 
## 9490                                                    Doctoral   1000-9,999 
## 9491                                                Bachelorâ\200\231s          <NA>
## 9492                                                Bachelorâ\200\231s          <NA>
## 9493                                                  Masterâ\200\231s     > 10,000 
## 9494                                       I prefer not to answer      50-249 
## 9495                                                  Masterâ\200\231s          <NA>
## 9496                                                  Masterâ\200\231s      250-999 
## 9497                                                Bachelorâ\200\231s       50-249 
## 9498                                                    Doctoral   1000-9,999 
## 9499                                                    Doctoral      250-999 
## 9500                                                Bachelorâ\200\231s     > 10,000 
## 9501                                                Bachelorâ\200\231s   1000-9,999 
## 9502                                       I prefer not to answer        0-49 
## 9503                                                  Masterâ\200\231s   1000-9,999 
## 9504                                                Bachelorâ\200\231s         0-49 
## 9505                                                Bachelorâ\200\231s   1000-9,999 
## 9506                                                  Masterâ\200\231s          <NA>
## 9507                                                  Masterâ\200\231s     > 10,000 
## 9508                                                Bachelorâ\200\231s      250-999 
## 9509                                                  Masterâ\200\231s       50-249 
## 9510                                                  Masterâ\200\231s         0-49 
## 9511                                                  Masterâ\200\231s         0-49 
## 9512                                                Professional         0-49 
## 9513                                                Bachelorâ\200\231s   1000-9,999 
## 9514                                                  Masterâ\200\231s       50-249 
## 9515                                                    Doctoral         0-49 
## 9516                                                Bachelorâ\200\231s       50-249 
## 9517                                       I prefer not to answer      50-249 
## 9518                                                  Masterâ\200\231s      250-999 
## 9519                                                Bachelorâ\200\231s         0-49 
## 9520                                                  Masterâ\200\231s         0-49 
## 9521                                                Bachelorâ\200\231s         0-49 
## 9522                                                  Masterâ\200\231s   1000-9,999 
## 9523                                                  Masterâ\200\231s       50-249 
## 9524                                                  Masterâ\200\231s   1000-9,999 
## 9525                                                Bachelorâ\200\231s         0-49 
## 9526                                                Bachelorâ\200\231s          <NA>
## 9527                                                Professional       50-249 
## 9528                                                Bachelorâ\200\231s         0-49 
## 9529                                                  Masterâ\200\231s     > 10,000 
## 9530 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9531                                                Bachelorâ\200\231s       50-249 
## 9532                                                Bachelorâ\200\231s   1000-9,999 
## 9533                                                Bachelorâ\200\231s     > 10,000 
## 9534                                                  Masterâ\200\231s      250-999 
## 9535                                                  Masterâ\200\231s         0-49 
## 9536                                                Bachelorâ\200\231s          <NA>
## 9537                                                    Doctoral         0-49 
## 9538                                                  Masterâ\200\231s     > 10,000 
## 9539                                                Bachelorâ\200\231s      250-999 
## 9540                                                  Masterâ\200\231s      250-999 
## 9541                                                  Masterâ\200\231s          <NA>
## 9542                                                  Masterâ\200\231s       50-249 
## 9543                                                Professional       50-249 
## 9544                                                Bachelorâ\200\231s          <NA>
## 9545                                                Bachelorâ\200\231s      250-999 
## 9546                                                  Masterâ\200\231s   1000-9,999 
## 9547                                                Bachelorâ\200\231s          <NA>
## 9548                                                Bachelorâ\200\231s          <NA>
## 9549                                                  Masterâ\200\231s     > 10,000 
## 9550                                                Bachelorâ\200\231s       50-249 
## 9551                                                Bachelorâ\200\231s          <NA>
## 9552                                                  Masterâ\200\231s         0-49 
## 9553                                                  Masterâ\200\231s       50-249 
## 9554                                                Professional      250-999 
## 9555                                                  Masterâ\200\231s     > 10,000 
## 9556                                                  Masterâ\200\231s         0-49 
## 9557                                                  Masterâ\200\231s       50-249 
## 9558                                                  Masterâ\200\231s          <NA>
## 9559                                       I prefer not to answer         <NA>
## 9560                                                  Masterâ\200\231s         0-49 
## 9561                                                Bachelorâ\200\231s       50-249 
## 9562                                                Bachelorâ\200\231s          <NA>
## 9563                                                Bachelorâ\200\231s       50-249 
## 9564                                                Bachelorâ\200\231s       50-249 
## 9565                                                  Masterâ\200\231s   1000-9,999 
## 9566                                                  Masterâ\200\231s     > 10,000 
## 9567 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9568                                                    Doctoral         0-49 
## 9569                                                Bachelorâ\200\231s         0-49 
## 9570                                                    Doctoral         0-49 
## 9571                                                  Masterâ\200\231s   1000-9,999 
## 9572                                                    Doctoral         0-49 
## 9573                                                Bachelorâ\200\231s         0-49 
## 9574                                                Bachelorâ\200\231s     > 10,000 
## 9575                                                  Masterâ\200\231s   1000-9,999 
## 9576                                                Bachelorâ\200\231s          <NA>
## 9577                                                Bachelorâ\200\231s         0-49 
## 9578 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9579                                                    Doctoral         0-49 
## 9580                                                    Doctoral       50-249 
## 9581 Some collegeuniversity study without earning a bachelorâ\200\231s   1000-9,999 
## 9582                                                  Masterâ\200\231s      250-999 
## 9583                                                Bachelorâ\200\231s         0-49 
## 9584                                                    Doctoral         0-49 
## 9585                                                    Doctoral       50-249 
## 9586 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9587                                                  Masterâ\200\231s         0-49 
## 9588 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9589                                                  Masterâ\200\231s   1000-9,999 
## 9590                                                  Masterâ\200\231s     > 10,000 
## 9591                                                    Doctoral       50-249 
## 9592                                                Professional          <NA>
## 9593                                                  Masterâ\200\231s         0-49 
## 9594                         No formal education past high school        0-49 
## 9595                                       I prefer not to answer  1000-9,999 
## 9596                                                  Masterâ\200\231s         0-49 
## 9597                                                  Masterâ\200\231s   1000-9,999 
## 9598                                                  Masterâ\200\231s     > 10,000 
## 9599                                                  Masterâ\200\231s      250-999 
## 9600                                                Bachelorâ\200\231s          <NA>
## 9601 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9602                                                    Doctoral      250-999 
## 9603                                                Bachelorâ\200\231s         0-49 
## 9604                                                Bachelorâ\200\231s          <NA>
## 9605                                                    Doctoral      250-999 
## 9606                                                  Masterâ\200\231s         0-49 
## 9607                                                  Masterâ\200\231s          <NA>
## 9608                                                    Doctoral          <NA>
## 9609                                                  Masterâ\200\231s   1000-9,999 
## 9610                                                  Masterâ\200\231s          <NA>
## 9611                                                    Doctoral   1000-9,999 
## 9612                                                Bachelorâ\200\231s     > 10,000 
## 9613                                                  Masterâ\200\231s       50-249 
## 9614                                                  Masterâ\200\231s          <NA>
## 9615                                                  Masterâ\200\231s   1000-9,999 
## 9616                                                Bachelorâ\200\231s          <NA>
## 9617                                                  Masterâ\200\231s         0-49 
## 9618                                                Bachelorâ\200\231s     > 10,000 
## 9619                                                  Masterâ\200\231s       50-249 
## 9620                                                Bachelorâ\200\231s   1000-9,999 
## 9621                                                Bachelorâ\200\231s          <NA>
## 9622                                                    Doctoral   1000-9,999 
## 9623                                                Bachelorâ\200\231s       50-249 
## 9624                                                Bachelorâ\200\231s         0-49 
## 9625                                                Bachelorâ\200\231s         0-49 
## 9626                                                Bachelorâ\200\231s       50-249 
## 9627                                                  Masterâ\200\231s          <NA>
## 9628                                                    Doctoral   1000-9,999 
## 9629                                                    Doctoral   1000-9,999 
## 9630                                                  Masterâ\200\231s       50-249 
## 9631                                                Bachelorâ\200\231s         0-49 
## 9632                                                  Masterâ\200\231s   1000-9,999 
## 9633                                                    Doctoral   1000-9,999 
## 9634                                                Bachelorâ\200\231s   1000-9,999 
## 9635                                                  Masterâ\200\231s         0-49 
## 9636                                                Bachelorâ\200\231s   1000-9,999 
## 9637                                                Bachelorâ\200\231s          <NA>
## 9638                                                    Doctoral   1000-9,999 
## 9639                                                Bachelorâ\200\231s          <NA>
## 9640                                                Bachelorâ\200\231s          <NA>
## 9641                                                  Masterâ\200\231s     > 10,000 
## 9642                                                  Masterâ\200\231s      250-999 
## 9643                                                Professional       50-249 
## 9644                                                Professional      250-999 
## 9645                                                Bachelorâ\200\231s          <NA>
## 9646                                                    Doctoral     > 10,000 
## 9647                                                Bachelorâ\200\231s     > 10,000 
## 9648                                                Bachelorâ\200\231s       50-249 
## 9649                                                  Masterâ\200\231s          <NA>
## 9650                                                  Masterâ\200\231s       50-249 
## 9651                                                  Masterâ\200\231s   1000-9,999 
## 9652                                                    Doctoral     > 10,000 
## 9653                                                  Masterâ\200\231s       50-249 
## 9654                                       I prefer not to answer      50-249 
## 9655                                                    Doctoral         0-49 
## 9656                                                Bachelorâ\200\231s     > 10,000 
## 9657                                                Bachelorâ\200\231s          <NA>
## 9658                                                  Masterâ\200\231s      250-999 
## 9659                                                Professional         0-49 
## 9660                                                  Masterâ\200\231s         0-49 
## 9661                                                    Doctoral         0-49 
## 9662                                                Bachelorâ\200\231s          <NA>
## 9663                                                Bachelorâ\200\231s          <NA>
## 9664                                                Professional         0-49 
## 9665                                                Bachelorâ\200\231s       50-249 
## 9666                                                  Masterâ\200\231s   1000-9,999 
## 9667                                                  Masterâ\200\231s   1000-9,999 
## 9668                                                  Masterâ\200\231s       50-249 
## 9669                                                  Masterâ\200\231s     > 10,000 
## 9670                                                  Masterâ\200\231s   1000-9,999 
## 9671                                                  Masterâ\200\231s         0-49 
## 9672                                                Bachelorâ\200\231s     > 10,000 
## 9673                                                  Masterâ\200\231s         0-49 
## 9674                                                Professional     > 10,000 
## 9675                                                Bachelorâ\200\231s         0-49 
## 9676                                                  Masterâ\200\231s         0-49 
## 9677                                                    Doctoral       50-249 
## 9678                                                Professional      250-999 
## 9679                                                  Masterâ\200\231s       50-249 
## 9680                                                    Doctoral     > 10,000 
## 9681                                                Bachelorâ\200\231s       50-249 
## 9682                                                    Doctoral   1000-9,999 
## 9683                                                    Doctoral          <NA>
## 9684                                                  Masterâ\200\231s         0-49 
## 9685                                                Bachelorâ\200\231s      250-999 
## 9686 Some collegeuniversity study without earning a bachelorâ\200\231s       50-249 
## 9687                                                  Masterâ\200\231s         0-49 
## 9688                                                  Masterâ\200\231s          <NA>
## 9689                                                  Masterâ\200\231s      250-999 
## 9690                                                  Masterâ\200\231s         0-49 
## 9691                                                Professional         0-49 
## 9692                                                    Doctoral     > 10,000 
## 9693                                                    Doctoral      250-999 
## 9694                                                  Masterâ\200\231s       50-249 
## 9695                                       I prefer not to answer    > 10,000 
## 9696                                                  Masterâ\200\231s         0-49 
## 9697                                                  Masterâ\200\231s         0-49 
## 9698                                                  Masterâ\200\231s   1000-9,999 
## 9699                                                Bachelorâ\200\231s     > 10,000 
## 9700                                                  Masterâ\200\231s          <NA>
## 9701                                                  Masterâ\200\231s     > 10,000 
## 9702                                                Bachelorâ\200\231s          <NA>
## 9703                                                    Doctoral     > 10,000 
## 9704                                                  Masterâ\200\231s         0-49 
## 9705                                                Bachelorâ\200\231s   1000-9,999 
## 9706                                                Bachelorâ\200\231s   1000-9,999 
## 9707                                                Bachelorâ\200\231s      250-999 
## 9708                                                  Masterâ\200\231s         0-49 
## 9709                                                Bachelorâ\200\231s   1000-9,999 
## 9710                                                  Masterâ\200\231s          <NA>
## 9711                                                  Masterâ\200\231s          <NA>
## 9712                                                    Doctoral       50-249 
## 9713                                                    Doctoral     > 10,000 
## 9714                                                Bachelorâ\200\231s          <NA>
## 9715                                                  Masterâ\200\231s         0-49 
## 9716                                                  Masterâ\200\231s          <NA>
## 9717                                                  Masterâ\200\231s          <NA>
## 9718                                                Bachelorâ\200\231s     > 10,000 
## 9719                                                  Masterâ\200\231s      250-999 
## 9720                                                  Masterâ\200\231s         0-49 
## 9721                                                Professional          <NA>
## 9722                                                    Doctoral   1000-9,999 
## 9723                                                Professional     > 10,000 
## 9724 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9725                                                    Doctoral         0-49 
## 9726                                                Bachelorâ\200\231s       50-249 
## 9727                                                Bachelorâ\200\231s          <NA>
## 9728                                                Bachelorâ\200\231s     > 10,000 
## 9729                                                  Masterâ\200\231s      250-999 
## 9730                                                  Masterâ\200\231s     > 10,000 
## 9731                                                Bachelorâ\200\231s         0-49 
## 9732                                                Bachelorâ\200\231s      250-999 
## 9733                                                Bachelorâ\200\231s      250-999 
## 9734                                                Bachelorâ\200\231s         0-49 
## 9735                                                  Masterâ\200\231s   1000-9,999 
## 9736                                                    Doctoral     > 10,000 
## 9737                                                Bachelorâ\200\231s   1000-9,999 
## 9738                                                Bachelorâ\200\231s          <NA>
## 9739                                                  Masterâ\200\231s     > 10,000 
## 9740                                                Bachelorâ\200\231s     > 10,000 
## 9741                                                  Masterâ\200\231s         0-49 
## 9742                                                Bachelorâ\200\231s   1000-9,999 
## 9743                                                  Masterâ\200\231s     > 10,000 
## 9744                                                Bachelorâ\200\231s          <NA>
## 9745                                                    Doctoral          <NA>
## 9746                                                    Doctoral       50-249 
## 9747                                                Bachelorâ\200\231s         0-49 
## 9748                                                Bachelorâ\200\231s          <NA>
## 9749                                                  Masterâ\200\231s      250-999 
## 9750                                                Professional       50-249 
## 9751                                                  Masterâ\200\231s         0-49 
## 9752                                                Bachelorâ\200\231s       50-249 
## 9753                                                    Doctoral   1000-9,999 
## 9754                                                Bachelorâ\200\231s          <NA>
## 9755                                                Bachelorâ\200\231s     > 10,000 
## 9756                                                    Doctoral         0-49 
## 9757                                                    Doctoral      250-999 
## 9758                                                Bachelorâ\200\231s   1000-9,999 
## 9759                                                Bachelorâ\200\231s          <NA>
## 9760                                                Bachelorâ\200\231s          <NA>
## 9761                                                Bachelorâ\200\231s      250-999 
## 9762                                                  Masterâ\200\231s       50-249 
## 9763                                                  Masterâ\200\231s          <NA>
## 9764                                                  Masterâ\200\231s         0-49 
## 9765                                                  Masterâ\200\231s     > 10,000 
## 9766                                                  Masterâ\200\231s     > 10,000 
## 9767                                                  Masterâ\200\231s         0-49 
## 9768                                                Bachelorâ\200\231s          <NA>
## 9769                                                Bachelorâ\200\231s         0-49 
## 9770                                                Bachelorâ\200\231s     > 10,000 
## 9771                                                Bachelorâ\200\231s         0-49 
## 9772                                                    Doctoral         0-49 
## 9773                                                  Masterâ\200\231s       50-249 
## 9774                                                  Masterâ\200\231s       50-249 
## 9775                                                  Masterâ\200\231s   1000-9,999 
## 9776                                                  Masterâ\200\231s          <NA>
## 9777                                                Bachelorâ\200\231s     > 10,000 
## 9778 Some collegeuniversity study without earning a bachelorâ\200\231s     > 10,000 
## 9779                                                    Doctoral     > 10,000 
## 9780                                                    Doctoral       50-249 
## 9781                                                Bachelorâ\200\231s         0-49 
## 9782                                                Bachelorâ\200\231s          <NA>
## 9783                                                  Masterâ\200\231s       50-249 
## 9784                                                  Masterâ\200\231s      250-999 
## 9785                                                Bachelorâ\200\231s      250-999 
## 9786                                                  Masterâ\200\231s       50-249 
## 9787                                                Bachelorâ\200\231s         0-49 
## 9788                                                  Masterâ\200\231s         0-49 
## 9789                                                  Masterâ\200\231s     > 10,000 
## 9790                                                  Masterâ\200\231s       50-249 
## 9791                                                Bachelorâ\200\231s       50-249 
## 9792                                                Bachelorâ\200\231s     > 10,000 
## 9793                                                  Masterâ\200\231s         0-49 
## 9794                                                    Doctoral       50-249 
## 9795                                                  Masterâ\200\231s       50-249 
## 9796                                                  Masterâ\200\231s      250-999 
## 9797                                                  Masterâ\200\231s      250-999 
## 9798                                                Bachelorâ\200\231s       50-249 
## 9799                                                Bachelorâ\200\231s          <NA>
## 9800                                                Professional          <NA>
## 9801                                                  Masterâ\200\231s         0-49 
## 9802                                                Bachelorâ\200\231s      250-999 
## 9803                                                    Doctoral          <NA>
## 9804                                                Bachelorâ\200\231s         0-49 
## 9805                                                    Doctoral     > 10,000 
## 9806                                                  Masterâ\200\231s     > 10,000 
## 9807                                                    Doctoral     > 10,000 
## 9808                                                Professional       50-249 
## 9809                                                    Doctoral         0-49 
## 9810                                                  Masterâ\200\231s       50-249 
## 9811                                                Bachelorâ\200\231s   1000-9,999 
## 9812                                                    Doctoral      250-999 
## 9813                                                    Doctoral       50-249 
## 9814                                                    Doctoral       50-249 
## 9815                                                Bachelorâ\200\231s         0-49 
## 9816                                                Bachelorâ\200\231s          <NA>
## 9817                                                    Doctoral         0-49 
## 9818                                                    Doctoral          <NA>
## 9819                                                Bachelorâ\200\231s       50-249 
## 9820                                                  Masterâ\200\231s      250-999 
## 9821                                                  Masterâ\200\231s          <NA>
## 9822                                       I prefer not to answer      50-249 
## 9823                                                  Masterâ\200\231s          <NA>
## 9824                                                Bachelorâ\200\231s         0-49 
## 9825                                                Bachelorâ\200\231s         0-49 
## 9826                                                  Masterâ\200\231s       50-249 
## 9827                                                  Masterâ\200\231s   1000-9,999 
## 9828                                                  Masterâ\200\231s      250-999 
## 9829                                                  Masterâ\200\231s         0-49 
## 9830                                                  Masterâ\200\231s          <NA>
## 9831                                                  Masterâ\200\231s       50-249 
## 9832                                                  Masterâ\200\231s          <NA>
## 9833                                                    Doctoral      250-999 
## 9834                                                  Masterâ\200\231s       50-249 
## 9835                                                Bachelorâ\200\231s          <NA>
## 9836                                                Bachelorâ\200\231s       50-249 
## 9837                                                  Masterâ\200\231s     > 10,000 
## 9838                                                    Doctoral      250-999 
## 9839                                                    Doctoral     > 10,000 
## 9840                                                Professional      250-999 
## 9841                                                  Masterâ\200\231s       50-249 
## 9842                                                  Masterâ\200\231s         0-49 
## 9843                                                  Masterâ\200\231s     > 10,000 
## 9844                                                    Doctoral         0-49 
## 9845                                                  Masterâ\200\231s          <NA>
## 9846                                                Professional         0-49 
## 9847                                                Bachelorâ\200\231s          <NA>
## 9848                                                    Doctoral      250-999 
## 9849                                                    Doctoral   1000-9,999 
## 9850                                                Bachelorâ\200\231s   1000-9,999 
## 9851                                                  Masterâ\200\231s         0-49 
## 9852                                                    Doctoral     > 10,000 
## 9853                                                  Masterâ\200\231s   1000-9,999 
## 9854                                                Bachelorâ\200\231s         0-49 
## 9855                                                    Doctoral       50-249 
## 9856                                                Bachelorâ\200\231s       50-249 
## 9857                                                Bachelorâ\200\231s         0-49 
## 9858                                                  Masterâ\200\231s     > 10,000 
## 9859                                                  Masterâ\200\231s   1000-9,999 
## 9860                                                Bachelorâ\200\231s          <NA>
## 9861                                                    Doctoral   1000-9,999 
## 9862                                                  Masterâ\200\231s          <NA>
## 9863                                                  Masterâ\200\231s   1000-9,999 
## 9864                                                    Doctoral       50-249 
## 9865                                                  Masterâ\200\231s         0-49 
## 9866                                                    Doctoral       50-249 
## 9867                                                  Masterâ\200\231s       50-249 
## 9868                                                Bachelorâ\200\231s         0-49 
## 9869                                                Professional     > 10,000 
## 9870                                                  Masterâ\200\231s   1000-9,999 
## 9871                                                Bachelorâ\200\231s     > 10,000 
## 9872                                                Bachelorâ\200\231s   1000-9,999 
## 9873                                                    Doctoral          <NA>
## 9874                                                Bachelorâ\200\231s          <NA>
## 9875 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9876                                                  Masterâ\200\231s          <NA>
## 9877                                                    Doctoral       50-249 
## 9878                                                  Masterâ\200\231s         0-49 
## 9879                                                Professional         0-49 
## 9880                                                  Masterâ\200\231s       50-249 
## 9881                                                    Doctoral   1000-9,999 
## 9882                                                Bachelorâ\200\231s   1000-9,999 
## 9883                                                Bachelorâ\200\231s       50-249 
## 9884                                                  Masterâ\200\231s   1000-9,999 
## 9885                                                Bachelorâ\200\231s       50-249 
## 9886 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9887                                                Bachelorâ\200\231s         0-49 
## 9888                                                  Masterâ\200\231s       50-249 
## 9889                         No formal education past high school         <NA>
## 9890                                                  Masterâ\200\231s          <NA>
## 9891                                                  Masterâ\200\231s         0-49 
## 9892                                                    Doctoral          <NA>
## 9893                                                    Doctoral          <NA>
## 9894                                                Bachelorâ\200\231s          <NA>
## 9895                                                    Doctoral          <NA>
## 9896                                                Bachelorâ\200\231s   1000-9,999 
## 9897                                                Professional          <NA>
## 9898                                       I prefer not to answer    > 10,000 
## 9899                                                  Masterâ\200\231s       50-249 
## 9900                                                    Doctoral          <NA>
## 9901                                                Bachelorâ\200\231s         0-49 
## 9902                                                Bachelorâ\200\231s         0-49 
## 9903                                                  Masterâ\200\231s         0-49 
## 9904                                                  Masterâ\200\231s          <NA>
## 9905                                                  Masterâ\200\231s      250-999 
## 9906                                                Bachelorâ\200\231s     > 10,000 
## 9907                                                  Masterâ\200\231s         0-49 
## 9908                                                Bachelorâ\200\231s          <NA>
## 9909                                                  Masterâ\200\231s         0-49 
## 9910                                       I prefer not to answer  1000-9,999 
## 9911                                                  Masterâ\200\231s      250-999 
## 9912                                                    Doctoral      250-999 
## 9913                                                  Masterâ\200\231s         0-49 
## 9914                                                    Doctoral      250-999 
## 9915                                                Professional       50-249 
## 9916                                                  Masterâ\200\231s      250-999 
## 9917                                                  Masterâ\200\231s     > 10,000 
## 9918                                                  Masterâ\200\231s      250-999 
## 9919                                                    Doctoral      250-999 
## 9920                                                  Masterâ\200\231s   1000-9,999 
## 9921                                                Bachelorâ\200\231s       50-249 
## 9922                                                    Doctoral       50-249 
## 9923                                                    Doctoral   1000-9,999 
## 9924                                                Bachelorâ\200\231s   1000-9,999 
## 9925                                                Bachelorâ\200\231s     > 10,000 
## 9926                                                  Masterâ\200\231s         0-49 
## 9927                                                Professional       50-249 
## 9928                                                    Doctoral     > 10,000 
## 9929                                                  Masterâ\200\231s          <NA>
## 9930                                                  Masterâ\200\231s          <NA>
## 9931                                                    Doctoral       50-249 
## 9932                                                    Doctoral       50-249 
## 9933                                                Bachelorâ\200\231s          <NA>
## 9934                                                    Doctoral      250-999 
## 9935                                                  Masterâ\200\231s   1000-9,999 
## 9936                                                  Masterâ\200\231s          <NA>
## 9937                                                Bachelorâ\200\231s         0-49 
## 9938 Some collegeuniversity study without earning a bachelorâ\200\231s          <NA>
## 9939                                                    Doctoral         0-49 
## 9940                                                  Masterâ\200\231s   1000-9,999 
## 9941                                                  Masterâ\200\231s   1000-9,999 
## 9942                                                  Masterâ\200\231s     > 10,000 
## 9943                                                Bachelorâ\200\231s          <NA>
## 9944                                                Bachelorâ\200\231s      250-999 
## 9945                                                  Masterâ\200\231s         0-49 
## 9946                                                  Masterâ\200\231s   1000-9,999 
## 9947                                                  Masterâ\200\231s   1000-9,999 
## 9948                                                  Masterâ\200\231s     > 10,000 
## 9949                                                  Masterâ\200\231s         0-49 
## 9950                                                Bachelorâ\200\231s          <NA>
## 9951                                                  Masterâ\200\231s   1000-9,999 
## 9952                                                    Doctoral      250-999 
## 9953                                                  Masterâ\200\231s          <NA>
## 9954                                                  Masterâ\200\231s   1000-9,999 
## 9955                                                  Masterâ\200\231s   1000-9,999 
## 9956 Some collegeuniversity study without earning a bachelorâ\200\231s         0-49 
## 9957                                                  Masterâ\200\231s      250-999 
## 9958                                                  Masterâ\200\231s         0-49 
## 9959                                                    Doctoral          <NA>
## 9960                                                    Doctoral   1000-9,999 
## 9961                                                  Masterâ\200\231s   1000-9,999 
## 9962                                                  Masterâ\200\231s         0-49 
## 9963                                       I prefer not to answer         <NA>
## 9964                                                  Masterâ\200\231s   1000-9,999 
## 9965                                                    Doctoral     > 10,000 
## 9966                                                  Masterâ\200\231s          <NA>
## 9967                                                  Masterâ\200\231s       50-249 
## 9968                                                  Masterâ\200\231s      250-999 
## 9969                                                  Masterâ\200\231s         0-49 
## 9970                                                Bachelorâ\200\231s   1000-9,999 
## 9971                                                Bachelorâ\200\231s          <NA>
## 9972                                                  Masterâ\200\231s         0-49 
## 9973                                                Professional     > 10,000 
## 9974                                                  Masterâ\200\231s   1000-9,999 
## 9975                                       I prefer not to answer        0-49 
## 9976                                                Bachelorâ\200\231s         0-49 
## 9977                                                Professional     > 10,000 
## 9978                                                  Masterâ\200\231s     > 10,000 
## 9979                                                Bachelorâ\200\231s     > 10,000 
## 9980                                                  Masterâ\200\231s         0-49 
## 9981                                                Bachelorâ\200\231s       50-249 
## 9982                                                    Doctoral   1000-9,999 
## 9983                                                  Masterâ\200\231s         0-49 
## 9984                                                  Masterâ\200\231s     > 10,000 
## 9985                                                  Masterâ\200\231s   1000-9,999 
## 9986                                                  Masterâ\200\231s          <NA>
## 9987                                                  Masterâ\200\231s     > 10,000 
## 9988                                                Bachelorâ\200\231s   1000-9,999 
## 9989                                                  Masterâ\200\231s          <NA>
## 9990                                                    Doctoral       50-249 
## 9991                                                  Masterâ\200\231s     > 10,000 
## 9992                                                Bachelorâ\200\231s     > 10,000 
## 9993                                                  Masterâ\200\231s         0-49 
## 9994                                                Bachelorâ\200\231s          <NA>
## 9995                                                Professional      250-999 
## 9996                         No formal education past high school        0-49 
## 9997                                                  Masterâ\200\231s       50-249 
## 9998                                                  Masterâ\200\231s          <NA>
## 9999                                                  Masterâ\200\231s         0-49 
##      ds_team_size
## 1               0
## 2             20+
## 3            <NA>
## 4             20+
## 5               0
## 6             3-4
## 7             20+
## 8             20+
## 9            <NA>
## 10            1-2
## 11           <NA>
## 12            5-9
## 13            5-9
## 14            20+
## 15           <NA>
## 16            1-2
## 17            1-2
## 18           <NA>
## 19            20+
## 20            3-4
## 21          10-14
## 22          10-14
## 23              0
## 24            1-2
## 25            20+
## 26              0
## 27            1-2
## 28           <NA>
## 29            3-4
## 30          10-14
## 31            1-2
## 32          10-14
## 33            5-9
## 34            20+
## 35            1-2
## 36            20+
## 37            3-4
## 38              0
## 39            3-4
## 40            20+
## 41            1-2
## 42           <NA>
## 43           <NA>
## 44            20+
## 45            3-4
## 46              0
## 47            3-4
## 48            5-9
## 49              0
## 50            1-2
## 51            20+
## 52            20+
## 53           <NA>
## 54            5-9
## 55            5-9
## 56            5-9
## 57            1-2
## 58            20+
## 59            20+
## 60           <NA>
## 61            20+
## 62            3-4
## 63           <NA>
## 64            1-2
## 65          15-19
## 66            1-2
## 67            20+
## 68            1-2
## 69            20+
## 70           <NA>
## 71          10-14
## 72            3-4
## 73           <NA>
## 74           <NA>
## 75            1-2
## 76           <NA>
## 77            5-9
## 78            20+
## 79           <NA>
## 80            5-9
## 81          15-19
## 82            5-9
## 83            1-2
## 84           <NA>
## 85            3-4
## 86            20+
## 87          10-14
## 88            3-4
## 89            1-2
## 90            5-9
## 91            1-2
## 92            3-4
## 93            1-2
## 94            1-2
## 95            20+
## 96            1-2
## 97            1-2
## 98            5-9
## 99          10-14
## 100           1-2
## 101          <NA>
## 102             0
## 103           1-2
## 104           1-2
## 105           1-2
## 106          <NA>
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##                                                                                 company_use_ml
## 1                                                                                I do not know
## 2       We have well established ML methods (i.e., models in production for more than 2 years)
## 3                                                                                         <NA>
## 4                                                                                I do not know
## 5                                                                No (we do not use ML methods)
## 6       We have well established ML methods (i.e., models in production for more than 2 years)
## 7                    We are exploring ML methods (and may one day put a model into production)
## 8      We recently started using ML methods (i.e., models in production for less than 2 years)
## 9                                                                                         <NA>
## 10                   We are exploring ML methods (and may one day put a model into production)
## 11                                                                                        <NA>
## 12     We recently started using ML methods (i.e., models in production for less than 2 years)
## 13     We recently started using ML methods (i.e., models in production for less than 2 years)
## 14                                                                               I do not know
## 15                                                                                        <NA>
## 16   We use ML methods for generating insights (but do not put working models into production)
## 17                   We are exploring ML methods (and may one day put a model into production)
## 18                                                                                        <NA>
## 19     We recently started using ML methods (i.e., models in production for less than 2 years)
## 20      We have well established ML methods (i.e., models in production for more than 2 years)
## 21                   We are exploring ML methods (and may one day put a model into production)
## 22      We have well established ML methods (i.e., models in production for more than 2 years)
## 23                   We are exploring ML methods (and may one day put a model into production)
## 24                                                               No (we do not use ML methods)
## 25      We have well established ML methods (i.e., models in production for more than 2 years)
## 26                                                               No (we do not use ML methods)
## 27                   We are exploring ML methods (and may one day put a model into production)
## 28                                                                                        <NA>
## 29                                                               No (we do not use ML methods)
## 30   We use ML methods for generating insights (but do not put working models into production)
## 31     We recently started using ML methods (i.e., models in production for less than 2 years)
## 32                   We are exploring ML methods (and may one day put a model into production)
## 33                                                               No (we do not use ML methods)
## 34     We recently started using ML methods (i.e., models in production for less than 2 years)
## 35     We recently started using ML methods (i.e., models in production for less than 2 years)
## 36      We have well established ML methods (i.e., models in production for more than 2 years)
## 37     We recently started using ML methods (i.e., models in production for less than 2 years)
## 38                   We are exploring ML methods (and may one day put a model into production)
## 39     We recently started using ML methods (i.e., models in production for less than 2 years)
## 40      We have well established ML methods (i.e., models in production for more than 2 years)
## 41                   We are exploring ML methods (and may one day put a model into production)
## 42                                                                                        <NA>
## 43                                                                                        <NA>
## 44                   We are exploring ML methods (and may one day put a model into production)
## 45                                                               No (we do not use ML methods)
## 46                                                               No (we do not use ML methods)
## 47                   We are exploring ML methods (and may one day put a model into production)
## 48                                                               No (we do not use ML methods)
## 49                                                               No (we do not use ML methods)
## 50     We recently started using ML methods (i.e., models in production for less than 2 years)
## 51      We have well established ML methods (i.e., models in production for more than 2 years)
## 52      We have well established ML methods (i.e., models in production for more than 2 years)
## 53                                                                                        <NA>
## 54      We have well established ML methods (i.e., models in production for more than 2 years)
## 55   We use ML methods for generating insights (but do not put working models into production)
## 56                                                               No (we do not use ML methods)
## 57                                                               No (we do not use ML methods)
## 58                                                                               I do not know
## 59                   We are exploring ML methods (and may one day put a model into production)
## 60                                                                                        <NA>
## 61     We recently started using ML methods (i.e., models in production for less than 2 years)
## 62     We recently started using ML methods (i.e., models in production for less than 2 years)
## 63                                                                                        <NA>
## 64                   We are exploring ML methods (and may one day put a model into production)
## 65     We recently started using ML methods (i.e., models in production for less than 2 years)
## 66                                                               No (we do not use ML methods)
## 67      We have well established ML methods (i.e., models in production for more than 2 years)
## 68     We recently started using ML methods (i.e., models in production for less than 2 years)
## 69                                                                               I do not know
## 70                                                                                        <NA>
## 71      We have well established ML methods (i.e., models in production for more than 2 years)
## 72                                                               No (we do not use ML methods)
## 73                                                                                        <NA>
## 74                                                                                        <NA>
## 75                                                                               I do not know
## 76                                                                                        <NA>
## 77     We recently started using ML methods (i.e., models in production for less than 2 years)
## 78   We use ML methods for generating insights (but do not put working models into production)
## 79                                                                                        <NA>
## 80   We use ML methods for generating insights (but do not put working models into production)
## 81     We recently started using ML methods (i.e., models in production for less than 2 years)
## 82                   We are exploring ML methods (and may one day put a model into production)
## 83                                                               No (we do not use ML methods)
## 84                                                                                        <NA>
## 85                   We are exploring ML methods (and may one day put a model into production)
## 86      We have well established ML methods (i.e., models in production for more than 2 years)
## 87     We recently started using ML methods (i.e., models in production for less than 2 years)
## 88                   We are exploring ML methods (and may one day put a model into production)
## 89   We use ML methods for generating insights (but do not put working models into production)
## 90     We recently started using ML methods (i.e., models in production for less than 2 years)
## 91                   We are exploring ML methods (and may one day put a model into production)
## 92                   We are exploring ML methods (and may one day put a model into production)
## 93      We have well established ML methods (i.e., models in production for more than 2 years)
## 94                   We are exploring ML methods (and may one day put a model into production)
## 95                                                                               I do not know
## 96                                                               No (we do not use ML methods)
## 97                                                               No (we do not use ML methods)
## 98                                                                               I do not know
## 99      We have well established ML methods (i.e., models in production for more than 2 years)
## 100                  We are exploring ML methods (and may one day put a model into production)
## 101                                                                                       <NA>
## 102                                                              No (we do not use ML methods)
## 103                  We are exploring ML methods (and may one day put a model into production)
## 104                  We are exploring ML methods (and may one day put a model into production)
## 105    We recently started using ML methods (i.e., models in production for less than 2 years)
## 106                                                                                       <NA>
## 107                                                                                       <NA>
## 108     We have well established ML methods (i.e., models in production for more than 2 years)
## 109                                                                                       <NA>
## 110    We recently started using ML methods (i.e., models in production for less than 2 years)
## 111    We recently started using ML methods (i.e., models in production for less than 2 years)
## 112                                                                                       <NA>
## 113     We have well established ML methods (i.e., models in production for more than 2 years)
## 114    We recently started using ML methods (i.e., models in production for less than 2 years)
## 115     We have well established ML methods (i.e., models in production for more than 2 years)
## 116                                                                                       <NA>
## 117                                                                                       <NA>
## 118    We recently started using ML methods (i.e., models in production for less than 2 years)
## 119                                                              No (we do not use ML methods)
## 120     We have well established ML methods (i.e., models in production for more than 2 years)
## 121  We use ML methods for generating insights (but do not put working models into production)
## 122                  We are exploring ML methods (and may one day put a model into production)
## 123                                                                                       <NA>
## 124    We recently started using ML methods (i.e., models in production for less than 2 years)
## 125     We have well established ML methods (i.e., models in production for more than 2 years)
## 126  We use ML methods for generating insights (but do not put working models into production)
## 127                                                                                       <NA>
## 128                                                                                       <NA>
## 129                                                                                       <NA>
## 130    We recently started using ML methods (i.e., models in production for less than 2 years)
## 131     We have well established ML methods (i.e., models in production for more than 2 years)
## 132                                                                                       <NA>
## 133                                                              No (we do not use ML methods)
## 134    We recently started using ML methods (i.e., models in production for less than 2 years)
## 135                  We are exploring ML methods (and may one day put a model into production)
## 136     We have well established ML methods (i.e., models in production for more than 2 years)
## 137     We have well established ML methods (i.e., models in production for more than 2 years)
## 138                                                                                       <NA>
## 139     We have well established ML methods (i.e., models in production for more than 2 years)
## 140                                                                                       <NA>
## 141                                                              No (we do not use ML methods)
## 142  We use ML methods for generating insights (but do not put working models into production)
## 143                                                              No (we do not use ML methods)
## 144                  We are exploring ML methods (and may one day put a model into production)
## 145  We use ML methods for generating insights (but do not put working models into production)
## 146                                                                              I do not know
## 147     We have well established ML methods (i.e., models in production for more than 2 years)
## 148                                                                                       <NA>
## 149                                                                                       <NA>
## 150                  We are exploring ML methods (and may one day put a model into production)
## 151                                                                                       <NA>
## 152                  We are exploring ML methods (and may one day put a model into production)
## 153                  We are exploring ML methods (and may one day put a model into production)
## 154    We recently started using ML methods (i.e., models in production for less than 2 years)
## 155     We have well established ML methods (i.e., models in production for more than 2 years)
## 156    We recently started using ML methods (i.e., models in production for less than 2 years)
## 157  We use ML methods for generating insights (but do not put working models into production)
## 158     We have well established ML methods (i.e., models in production for more than 2 years)
## 159                  We are exploring ML methods (and may one day put a model into production)
## 160     We have well established ML methods (i.e., models in production for more than 2 years)
## 161                                                              No (we do not use ML methods)
## 162                                                              No (we do not use ML methods)
## 163                                                                                       <NA>
## 164                                                                                       <NA>
## 165     We have well established ML methods (i.e., models in production for more than 2 years)
## 166                                                              No (we do not use ML methods)
## 167     We have well established ML methods (i.e., models in production for more than 2 years)
## 168     We have well established ML methods (i.e., models in production for more than 2 years)
## 169  We use ML methods for generating insights (but do not put working models into production)
## 170                  We are exploring ML methods (and may one day put a model into production)
## 171                                                                                       <NA>
## 172                                                                                       <NA>
## 173     We have well established ML methods (i.e., models in production for more than 2 years)
## 174                                                                                       <NA>
## 175     We have well established ML methods (i.e., models in production for more than 2 years)
## 176                                                                                       <NA>
## 177    We recently started using ML methods (i.e., models in production for less than 2 years)
## 178     We have well established ML methods (i.e., models in production for more than 2 years)
## 179                                                                                       <NA>
## 180    We recently started using ML methods (i.e., models in production for less than 2 years)
## 181                                                              No (we do not use ML methods)
## 182  We use ML methods for generating insights (but do not put working models into production)
## 183                                                                              I do not know
## 184                                                                              I do not know
## 185     We have well established ML methods (i.e., models in production for more than 2 years)
## 186                                                              No (we do not use ML methods)
## 187                  We are exploring ML methods (and may one day put a model into production)
## 188    We recently started using ML methods (i.e., models in production for less than 2 years)
## 189     We have well established ML methods (i.e., models in production for more than 2 years)
## 190                  We are exploring ML methods (and may one day put a model into production)
## 191                                                                              I do not know
## 192     We have well established ML methods (i.e., models in production for more than 2 years)
## 193                                                                                       <NA>
## 194    We recently started using ML methods (i.e., models in production for less than 2 years)
## 195                                                                                       <NA>
## 196                                                                                       <NA>
## 197                                                                                       <NA>
## 198  We use ML methods for generating insights (but do not put working models into production)
## 199                                                                              I do not know
## 200     We have well established ML methods (i.e., models in production for more than 2 years)
## 201                                                                                       <NA>
## 202  We use ML methods for generating insights (but do not put working models into production)
## 203     We have well established ML methods (i.e., models in production for more than 2 years)
## 204                                                                                       <NA>
## 205                                                              No (we do not use ML methods)
## 206                                                              No (we do not use ML methods)
## 207    We recently started using ML methods (i.e., models in production for less than 2 years)
## 208  We use ML methods for generating insights (but do not put working models into production)
## 209  We use ML methods for generating insights (but do not put working models into production)
## 210                  We are exploring ML methods (and may one day put a model into production)
## 211                                                                                       <NA>
## 212     We have well established ML methods (i.e., models in production for more than 2 years)
## 213  We use ML methods for generating insights (but do not put working models into production)
## 214                                                                                       <NA>
## 215    We recently started using ML methods (i.e., models in production for less than 2 years)
## 216                                                                                       <NA>
## 217                  We are exploring ML methods (and may one day put a model into production)
## 218                                                                                       <NA>
## 219     We have well established ML methods (i.e., models in production for more than 2 years)
## 220    We recently started using ML methods (i.e., models in production for less than 2 years)
## 221  We use ML methods for generating insights (but do not put working models into production)
## 222    We recently started using ML methods (i.e., models in production for less than 2 years)
## 223    We recently started using ML methods (i.e., models in production for less than 2 years)
## 224    We recently started using ML methods (i.e., models in production for less than 2 years)
## 225                  We are exploring ML methods (and may one day put a model into production)
## 226    We recently started using ML methods (i.e., models in production for less than 2 years)
## 227                                                                                       <NA>
## 228                                                                                       <NA>
## 229                                                                                       <NA>
## 230     We have well established ML methods (i.e., models in production for more than 2 years)
## 231                                                                              I do not know
## 232                                                                                       <NA>
## 233     We have well established ML methods (i.e., models in production for more than 2 years)
## 234                  We are exploring ML methods (and may one day put a model into production)
## 235    We recently started using ML methods (i.e., models in production for less than 2 years)
## 236  We use ML methods for generating insights (but do not put working models into production)
## 237    We recently started using ML methods (i.e., models in production for less than 2 years)
## 238     We have well established ML methods (i.e., models in production for more than 2 years)
## 239                                                              No (we do not use ML methods)
## 240                                                              No (we do not use ML methods)
## 241     We have well established ML methods (i.e., models in production for more than 2 years)
## 242                  We are exploring ML methods (and may one day put a model into production)
## 243                                                                                       <NA>
## 244                                                                                       <NA>
## 245                  We are exploring ML methods (and may one day put a model into production)
## 246                                                                                       <NA>
## 247     We have well established ML methods (i.e., models in production for more than 2 years)
## 248                                                                                       <NA>
## 249    We recently started using ML methods (i.e., models in production for less than 2 years)
## 250                  We are exploring ML methods (and may one day put a model into production)
## 251    We recently started using ML methods (i.e., models in production for less than 2 years)
## 252  We use ML methods for generating insights (but do not put working models into production)
## 253    We recently started using ML methods (i.e., models in production for less than 2 years)
## 254     We have well established ML methods (i.e., models in production for more than 2 years)
## 255                                                              No (we do not use ML methods)
## 256    We recently started using ML methods (i.e., models in production for less than 2 years)
## 257                                                                                       <NA>
## 258  We use ML methods for generating insights (but do not put working models into production)
## 259     We have well established ML methods (i.e., models in production for more than 2 years)
## 260                                                              No (we do not use ML methods)
## 261    We recently started using ML methods (i.e., models in production for less than 2 years)
## 262     We have well established ML methods (i.e., models in production for more than 2 years)
## 263     We have well established ML methods (i.e., models in production for more than 2 years)
## 264     We have well established ML methods (i.e., models in production for more than 2 years)
## 265                                                                                       <NA>
## 266                                                                                       <NA>
## 267                  We are exploring ML methods (and may one day put a model into production)
## 268  We use ML methods for generating insights (but do not put working models into production)
## 269                                                                                       <NA>
## 270                                                              No (we do not use ML methods)
## 271     We have well established ML methods (i.e., models in production for more than 2 years)
## 272     We have well established ML methods (i.e., models in production for more than 2 years)
## 273    We recently started using ML methods (i.e., models in production for less than 2 years)
## 274                  We are exploring ML methods (and may one day put a model into production)
## 275                                                                                       <NA>
## 276                                                                                       <NA>
## 277                                                              No (we do not use ML methods)
## 278                                                                              I do not know
## 279    We recently started using ML methods (i.e., models in production for less than 2 years)
## 280    We recently started using ML methods (i.e., models in production for less than 2 years)
## 281                                                              No (we do not use ML methods)
## 282    We recently started using ML methods (i.e., models in production for less than 2 years)
## 283                                                                                       <NA>
## 284     We have well established ML methods (i.e., models in production for more than 2 years)
## 285                                                              No (we do not use ML methods)
## 286                                                                                       <NA>
## 287                                                                                       <NA>
## 288  We use ML methods for generating insights (but do not put working models into production)
## 289    We recently started using ML methods (i.e., models in production for less than 2 years)
## 290                                                                                       <NA>
## 291  We use ML methods for generating insights (but do not put working models into production)
## 292     We have well established ML methods (i.e., models in production for more than 2 years)
## 293  We use ML methods for generating insights (but do not put working models into production)
## 294    We recently started using ML methods (i.e., models in production for less than 2 years)
## 295     We have well established ML methods (i.e., models in production for more than 2 years)
## 296    We recently started using ML methods (i.e., models in production for less than 2 years)
## 297    We recently started using ML methods (i.e., models in production for less than 2 years)
## 298                                                                              I do not know
## 299     We have well established ML methods (i.e., models in production for more than 2 years)
## 300    We recently started using ML methods (i.e., models in production for less than 2 years)
## 301  We use ML methods for generating insights (but do not put working models into production)
## 302                  We are exploring ML methods (and may one day put a model into production)
## 303                  We are exploring ML methods (and may one day put a model into production)
## 304                                                              No (we do not use ML methods)
## 305                  We are exploring ML methods (and may one day put a model into production)
## 306    We recently started using ML methods (i.e., models in production for less than 2 years)
## 307                                                                                       <NA>
## 308                                                              No (we do not use ML methods)
## 309                                                                                       <NA>
## 310                                                                                       <NA>
## 311  We use ML methods for generating insights (but do not put working models into production)
## 312  We use ML methods for generating insights (but do not put working models into production)
## 313     We have well established ML methods (i.e., models in production for more than 2 years)
## 314    We recently started using ML methods (i.e., models in production for less than 2 years)
## 315                                                                                       <NA>
## 316  We use ML methods for generating insights (but do not put working models into production)
## 317                                                                                       <NA>
## 318                                                              No (we do not use ML methods)
## 319    We recently started using ML methods (i.e., models in production for less than 2 years)
## 320                                                                              I do not know
## 321     We have well established ML methods (i.e., models in production for more than 2 years)
## 322    We recently started using ML methods (i.e., models in production for less than 2 years)
## 323                  We are exploring ML methods (and may one day put a model into production)
## 324  We use ML methods for generating insights (but do not put working models into production)
## 325                                                                                       <NA>
## 326                                                              No (we do not use ML methods)
## 327                  We are exploring ML methods (and may one day put a model into production)
## 328                                                              No (we do not use ML methods)
## 329                                                                                       <NA>
## 330                                                              No (we do not use ML methods)
## 331                                                              No (we do not use ML methods)
## 332    We recently started using ML methods (i.e., models in production for less than 2 years)
## 333                                                                                       <NA>
## 334                                                              No (we do not use ML methods)
## 335    We recently started using ML methods (i.e., models in production for less than 2 years)
## 336                  We are exploring ML methods (and may one day put a model into production)
## 337    We recently started using ML methods (i.e., models in production for less than 2 years)
## 338                                                                              I do not know
## 339     We have well established ML methods (i.e., models in production for more than 2 years)
## 340                                                                              I do not know
## 341     We have well established ML methods (i.e., models in production for more than 2 years)
## 342                                                                                       <NA>
## 343    We recently started using ML methods (i.e., models in production for less than 2 years)
## 344                                                                              I do not know
## 345                                                                                       <NA>
## 346                                                                                       <NA>
## 347                                                                                       <NA>
## 348     We have well established ML methods (i.e., models in production for more than 2 years)
## 349                                                                                       <NA>
## 350                                                                                       <NA>
## 351                                                                                       <NA>
## 352     We have well established ML methods (i.e., models in production for more than 2 years)
## 353                                                                                       <NA>
## 354                                                                              I do not know
## 355                                                                                       <NA>
## 356                                                              No (we do not use ML methods)
## 357     We have well established ML methods (i.e., models in production for more than 2 years)
## 358     We have well established ML methods (i.e., models in production for more than 2 years)
## 359  We use ML methods for generating insights (but do not put working models into production)
## 360  We use ML methods for generating insights (but do not put working models into production)
## 361    We recently started using ML methods (i.e., models in production for less than 2 years)
## 362                  We are exploring ML methods (and may one day put a model into production)
## 363                  We are exploring ML methods (and may one day put a model into production)
## 364                  We are exploring ML methods (and may one day put a model into production)
## 365  We use ML methods for generating insights (but do not put working models into production)
## 366                                                              No (we do not use ML methods)
## 367                                                                                       <NA>
## 368                  We are exploring ML methods (and may one day put a model into production)
## 369                  We are exploring ML methods (and may one day put a model into production)
## 370    We recently started using ML methods (i.e., models in production for less than 2 years)
## 371                  We are exploring ML methods (and may one day put a model into production)
## 372  We use ML methods for generating insights (but do not put working models into production)
## 373  We use ML methods for generating insights (but do not put working models into production)
## 374                                                                                       <NA>
## 375                                                                                       <NA>
## 376    We recently started using ML methods (i.e., models in production for less than 2 years)
## 377                                                                              I do not know
## 378                                                              No (we do not use ML methods)
## 379    We recently started using ML methods (i.e., models in production for less than 2 years)
## 380                  We are exploring ML methods (and may one day put a model into production)
## 381                                                              No (we do not use ML methods)
## 382                                                              No (we do not use ML methods)
## 383                  We are exploring ML methods (and may one day put a model into production)
## 384    We recently started using ML methods (i.e., models in production for less than 2 years)
## 385     We have well established ML methods (i.e., models in production for more than 2 years)
## 386     We have well established ML methods (i.e., models in production for more than 2 years)
## 387    We recently started using ML methods (i.e., models in production for less than 2 years)
## 388                                                                              I do not know
## 389                                                              No (we do not use ML methods)
## 390    We recently started using ML methods (i.e., models in production for less than 2 years)
## 391                                                                                       <NA>
## 392                                                                                       <NA>
## 393                                                                              I do not know
## 394  We use ML methods for generating insights (but do not put working models into production)
## 395                  We are exploring ML methods (and may one day put a model into production)
## 396     We have well established ML methods (i.e., models in production for more than 2 years)
## 397     We have well established ML methods (i.e., models in production for more than 2 years)
## 398                                                                              I do not know
## 399     We have well established ML methods (i.e., models in production for more than 2 years)
## 400                                                                                       <NA>
## 401                  We are exploring ML methods (and may one day put a model into production)
## 402                                                                                       <NA>
## 403     We have well established ML methods (i.e., models in production for more than 2 years)
## 404                                                                                       <NA>
## 405                                                                                       <NA>
## 406                                                                                       <NA>
## 407     We have well established ML methods (i.e., models in production for more than 2 years)
## 408                  We are exploring ML methods (and may one day put a model into production)
## 409                                                                                       <NA>
## 410                                                              No (we do not use ML methods)
## 411                                                                                       <NA>
## 412                                                              No (we do not use ML methods)
## 413  We use ML methods for generating insights (but do not put working models into production)
## 414                                                                              I do not know
## 415                                                                              I do not know
## 416                                                                                       <NA>
## 417                  We are exploring ML methods (and may one day put a model into production)
## 418                                                              No (we do not use ML methods)
## 419                                                                                       <NA>
## 420                                                                                       <NA>
## 421                  We are exploring ML methods (and may one day put a model into production)
## 422     We have well established ML methods (i.e., models in production for more than 2 years)
## 423     We have well established ML methods (i.e., models in production for more than 2 years)
## 424                                                                                       <NA>
## 425                                                              No (we do not use ML methods)
## 426    We recently started using ML methods (i.e., models in production for less than 2 years)
## 427                                                                                       <NA>
## 428    We recently started using ML methods (i.e., models in production for less than 2 years)
## 429                  We are exploring ML methods (and may one day put a model into production)
## 430                                                                                       <NA>
## 431                  We are exploring ML methods (and may one day put a model into production)
## 432                                                                                       <NA>
## 433                                                                                       <NA>
## 434                                                                                       <NA>
## 435                                                                                       <NA>
## 436                  We are exploring ML methods (and may one day put a model into production)
## 437  We use ML methods for generating insights (but do not put working models into production)
## 438                                                              No (we do not use ML methods)
## 439                                                              No (we do not use ML methods)
## 440                                                                                       <NA>
## 441                                                                                       <NA>
## 442                                                                                       <NA>
## 443    We recently started using ML methods (i.e., models in production for less than 2 years)
## 444                                                                              I do not know
## 445                                                                                       <NA>
## 446                                                                                       <NA>
## 447    We recently started using ML methods (i.e., models in production for less than 2 years)
## 448                  We are exploring ML methods (and may one day put a model into production)
## 449  We use ML methods for generating insights (but do not put working models into production)
## 450     We have well established ML methods (i.e., models in production for more than 2 years)
## 451    We recently started using ML methods (i.e., models in production for less than 2 years)
## 452                                                                                       <NA>
## 453    We recently started using ML methods (i.e., models in production for less than 2 years)
## 454                                                                              I do not know
## 455     We have well established ML methods (i.e., models in production for more than 2 years)
## 456                  We are exploring ML methods (and may one day put a model into production)
## 457                                                              No (we do not use ML methods)
## 458     We have well established ML methods (i.e., models in production for more than 2 years)
## 459                                                                                       <NA>
## 460    We recently started using ML methods (i.e., models in production for less than 2 years)
## 461                                                                              I do not know
## 462                  We are exploring ML methods (and may one day put a model into production)
## 463     We have well established ML methods (i.e., models in production for more than 2 years)
## 464                                                                                       <NA>
## 465  We use ML methods for generating insights (but do not put working models into production)
## 466                                                                                       <NA>
## 467     We have well established ML methods (i.e., models in production for more than 2 years)
## 468                                                              No (we do not use ML methods)
## 469  We use ML methods for generating insights (but do not put working models into production)
## 470     We have well established ML methods (i.e., models in production for more than 2 years)
## 471                                                                                       <NA>
## 472     We have well established ML methods (i.e., models in production for more than 2 years)
## 473     We have well established ML methods (i.e., models in production for more than 2 years)
## 474                                                              No (we do not use ML methods)
## 475                                                                                       <NA>
## 476    We recently started using ML methods (i.e., models in production for less than 2 years)
## 477     We have well established ML methods (i.e., models in production for more than 2 years)
## 478    We recently started using ML methods (i.e., models in production for less than 2 years)
## 479                  We are exploring ML methods (and may one day put a model into production)
## 480                                                                                       <NA>
## 481                  We are exploring ML methods (and may one day put a model into production)
## 482                                                              No (we do not use ML methods)
## 483    We recently started using ML methods (i.e., models in production for less than 2 years)
## 484                                                              No (we do not use ML methods)
## 485                                                                                       <NA>
## 486                  We are exploring ML methods (and may one day put a model into production)
## 487     We have well established ML methods (i.e., models in production for more than 2 years)
## 488     We have well established ML methods (i.e., models in production for more than 2 years)
## 489                                                                                       <NA>
## 490                                                                                       <NA>
## 491    We recently started using ML methods (i.e., models in production for less than 2 years)
## 492                                                              No (we do not use ML methods)
## 493                                                              No (we do not use ML methods)
## 494     We have well established ML methods (i.e., models in production for more than 2 years)
## 495                  We are exploring ML methods (and may one day put a model into production)
## 496                  We are exploring ML methods (and may one day put a model into production)
## 497                  We are exploring ML methods (and may one day put a model into production)
## 498     We have well established ML methods (i.e., models in production for more than 2 years)
## 499     We have well established ML methods (i.e., models in production for more than 2 years)
## 500     We have well established ML methods (i.e., models in production for more than 2 years)
## 501                                                                                       <NA>
## 502                                                                              I do not know
## 503     We have well established ML methods (i.e., models in production for more than 2 years)
## 504     We have well established ML methods (i.e., models in production for more than 2 years)
## 505     We have well established ML methods (i.e., models in production for more than 2 years)
## 506     We have well established ML methods (i.e., models in production for more than 2 years)
## 507                                                                                       <NA>
## 508                  We are exploring ML methods (and may one day put a model into production)
## 509     We have well established ML methods (i.e., models in production for more than 2 years)
## 510                                                                                       <NA>
## 511  We use ML methods for generating insights (but do not put working models into production)
## 512                  We are exploring ML methods (and may one day put a model into production)
## 513     We have well established ML methods (i.e., models in production for more than 2 years)
## 514                                                              No (we do not use ML methods)
## 515     We have well established ML methods (i.e., models in production for more than 2 years)
## 516                                                                              I do not know
## 517                                                                                       <NA>
## 518  We use ML methods for generating insights (but do not put working models into production)
## 519                                                                                       <NA>
## 520     We have well established ML methods (i.e., models in production for more than 2 years)
## 521                                                              No (we do not use ML methods)
## 522                                                                                       <NA>
## 523    We recently started using ML methods (i.e., models in production for less than 2 years)
## 524                  We are exploring ML methods (and may one day put a model into production)
## 525                                                              No (we do not use ML methods)
## 526     We have well established ML methods (i.e., models in production for more than 2 years)
## 527    We recently started using ML methods (i.e., models in production for less than 2 years)
## 528                                                                                       <NA>
## 529    We recently started using ML methods (i.e., models in production for less than 2 years)
## 530                                                                                       <NA>
## 531                                                                                       <NA>
## 532    We recently started using ML methods (i.e., models in production for less than 2 years)
## 533     We have well established ML methods (i.e., models in production for more than 2 years)
## 534  We use ML methods for generating insights (but do not put working models into production)
## 535     We have well established ML methods (i.e., models in production for more than 2 years)
## 536                                                                                       <NA>
## 537                                                                                       <NA>
## 538                                                              No (we do not use ML methods)
## 539  We use ML methods for generating insights (but do not put working models into production)
## 540                                                                                       <NA>
## 541     We have well established ML methods (i.e., models in production for more than 2 years)
## 542  We use ML methods for generating insights (but do not put working models into production)
## 543                                                                                       <NA>
## 544                  We are exploring ML methods (and may one day put a model into production)
## 545                                                                                       <NA>
## 546     We have well established ML methods (i.e., models in production for more than 2 years)
## 547                  We are exploring ML methods (and may one day put a model into production)
## 548                                                                                       <NA>
## 549                                                                                       <NA>
## 550    We recently started using ML methods (i.e., models in production for less than 2 years)
## 551     We have well established ML methods (i.e., models in production for more than 2 years)
## 552    We recently started using ML methods (i.e., models in production for less than 2 years)
## 553     We have well established ML methods (i.e., models in production for more than 2 years)
## 554     We have well established ML methods (i.e., models in production for more than 2 years)
## 555                                                              No (we do not use ML methods)
## 556  We use ML methods for generating insights (but do not put working models into production)
## 557  We use ML methods for generating insights (but do not put working models into production)
## 558                                                                                       <NA>
## 559    We recently started using ML methods (i.e., models in production for less than 2 years)
## 560                                                                                       <NA>
## 561    We recently started using ML methods (i.e., models in production for less than 2 years)
## 562    We recently started using ML methods (i.e., models in production for less than 2 years)
## 563                                                                              I do not know
## 564                                                                                       <NA>
## 565     We have well established ML methods (i.e., models in production for more than 2 years)
## 566                  We are exploring ML methods (and may one day put a model into production)
## 567                  We are exploring ML methods (and may one day put a model into production)
## 568     We have well established ML methods (i.e., models in production for more than 2 years)
## 569                  We are exploring ML methods (and may one day put a model into production)
## 570     We have well established ML methods (i.e., models in production for more than 2 years)
## 571                                                                                       <NA>
## 572    We recently started using ML methods (i.e., models in production for less than 2 years)
## 573                  We are exploring ML methods (and may one day put a model into production)
## 574    We recently started using ML methods (i.e., models in production for less than 2 years)
## 575                                                                                       <NA>
## 576                  We are exploring ML methods (and may one day put a model into production)
## 577                  We are exploring ML methods (and may one day put a model into production)
## 578    We recently started using ML methods (i.e., models in production for less than 2 years)
## 579  We use ML methods for generating insights (but do not put working models into production)
## 580                                                                                       <NA>
## 581                  We are exploring ML methods (and may one day put a model into production)
## 582                                                                                       <NA>
## 583                                                              No (we do not use ML methods)
## 584                                                              No (we do not use ML methods)
## 585    We recently started using ML methods (i.e., models in production for less than 2 years)
## 586                                                              No (we do not use ML methods)
## 587                  We are exploring ML methods (and may one day put a model into production)
## 588     We have well established ML methods (i.e., models in production for more than 2 years)
## 589                                                                                       <NA>
## 590     We have well established ML methods (i.e., models in production for more than 2 years)
## 591                                                                                       <NA>
## 592                                                              No (we do not use ML methods)
## 593                                                                                       <NA>
## 594  We use ML methods for generating insights (but do not put working models into production)
## 595     We have well established ML methods (i.e., models in production for more than 2 years)
## 596                                                                                       <NA>
## 597                                                                                       <NA>
## 598                                                                                       <NA>
## 599                                                                                       <NA>
## 600                                                                                       <NA>
## 601                                                              No (we do not use ML methods)
## 602                                                                              I do not know
## 603                                                                                       <NA>
## 604                                                                                       <NA>
## 605                                                                                       <NA>
## 606                  We are exploring ML methods (and may one day put a model into production)
## 607  We use ML methods for generating insights (but do not put working models into production)
## 608     We have well established ML methods (i.e., models in production for more than 2 years)
## 609                                                                                       <NA>
## 610                  We are exploring ML methods (and may one day put a model into production)
## 611                                                              No (we do not use ML methods)
## 612                                                                              I do not know
## 613                                                                                       <NA>
## 614                  We are exploring ML methods (and may one day put a model into production)
## 615                  We are exploring ML methods (and may one day put a model into production)
## 616                                                              No (we do not use ML methods)
## 617                                                              No (we do not use ML methods)
## 618     We have well established ML methods (i.e., models in production for more than 2 years)
## 619     We have well established ML methods (i.e., models in production for more than 2 years)
## 620     We have well established ML methods (i.e., models in production for more than 2 years)
## 621     We have well established ML methods (i.e., models in production for more than 2 years)
## 622                                                                                       <NA>
## 623     We have well established ML methods (i.e., models in production for more than 2 years)
## 624                                                                                       <NA>
## 625                  We are exploring ML methods (and may one day put a model into production)
## 626     We have well established ML methods (i.e., models in production for more than 2 years)
## 627    We recently started using ML methods (i.e., models in production for less than 2 years)
## 628                                                                                       <NA>
## 629                  We are exploring ML methods (and may one day put a model into production)
## 630                                                              No (we do not use ML methods)
## 631     We have well established ML methods (i.e., models in production for more than 2 years)
## 632                                                                                       <NA>
## 633    We recently started using ML methods (i.e., models in production for less than 2 years)
## 634     We have well established ML methods (i.e., models in production for more than 2 years)
## 635    We recently started using ML methods (i.e., models in production for less than 2 years)
## 636                  We are exploring ML methods (and may one day put a model into production)
## 637  We use ML methods for generating insights (but do not put working models into production)
## 638                                                                                       <NA>
## 639                                                                                       <NA>
## 640                                                                                       <NA>
## 641                  We are exploring ML methods (and may one day put a model into production)
## 642                                                                                       <NA>
## 643     We have well established ML methods (i.e., models in production for more than 2 years)
## 644     We have well established ML methods (i.e., models in production for more than 2 years)
## 645     We have well established ML methods (i.e., models in production for more than 2 years)
## 646                                                                                       <NA>
## 647                                                                                       <NA>
## 648                                                                              I do not know
## 649  We use ML methods for generating insights (but do not put working models into production)
## 650                  We are exploring ML methods (and may one day put a model into production)
## 651                                                                                       <NA>
## 652                                                                                       <NA>
## 653     We have well established ML methods (i.e., models in production for more than 2 years)
## 654                                                                                       <NA>
## 655     We have well established ML methods (i.e., models in production for more than 2 years)
## 656                  We are exploring ML methods (and may one day put a model into production)
## 657                                                                              I do not know
## 658    We recently started using ML methods (i.e., models in production for less than 2 years)
## 659                                                                                       <NA>
## 660     We have well established ML methods (i.e., models in production for more than 2 years)
## 661    We recently started using ML methods (i.e., models in production for less than 2 years)
## 662                                                                                       <NA>
## 663     We have well established ML methods (i.e., models in production for more than 2 years)
## 664                                                                                       <NA>
## 665     We have well established ML methods (i.e., models in production for more than 2 years)
## 666                                                              No (we do not use ML methods)
## 667                                                                                       <NA>
## 668                                                                                       <NA>
## 669                                                              No (we do not use ML methods)
## 670                                                                                       <NA>
## 671    We recently started using ML methods (i.e., models in production for less than 2 years)
## 672                                                                                       <NA>
## 673                  We are exploring ML methods (and may one day put a model into production)
## 674                  We are exploring ML methods (and may one day put a model into production)
## 675     We have well established ML methods (i.e., models in production for more than 2 years)
## 676    We recently started using ML methods (i.e., models in production for less than 2 years)
## 677                                                              No (we do not use ML methods)
## 678                                                                                       <NA>
## 679                                                                                       <NA>
## 680                                                              No (we do not use ML methods)
## 681                                                                              I do not know
## 682    We recently started using ML methods (i.e., models in production for less than 2 years)
## 683     We have well established ML methods (i.e., models in production for more than 2 years)
## 684    We recently started using ML methods (i.e., models in production for less than 2 years)
## 685                                                                                       <NA>
## 686                                                                                       <NA>
## 687    We recently started using ML methods (i.e., models in production for less than 2 years)
## 688                                                                                       <NA>
## 689                  We are exploring ML methods (and may one day put a model into production)
## 690     We have well established ML methods (i.e., models in production for more than 2 years)
## 691                  We are exploring ML methods (and may one day put a model into production)
## 692     We have well established ML methods (i.e., models in production for more than 2 years)
## 693  We use ML methods for generating insights (but do not put working models into production)
## 694     We have well established ML methods (i.e., models in production for more than 2 years)
## 695  We use ML methods for generating insights (but do not put working models into production)
## 696                                                                                       <NA>
## 697  We use ML methods for generating insights (but do not put working models into production)
## 698    We recently started using ML methods (i.e., models in production for less than 2 years)
## 699    We recently started using ML methods (i.e., models in production for less than 2 years)
## 700     We have well established ML methods (i.e., models in production for more than 2 years)
## 701     We have well established ML methods (i.e., models in production for more than 2 years)
## 702                                                                                       <NA>
## 703                                                                                       <NA>
## 704                  We are exploring ML methods (and may one day put a model into production)
## 705     We have well established ML methods (i.e., models in production for more than 2 years)
## 706                                                                              I do not know
## 707     We have well established ML methods (i.e., models in production for more than 2 years)
## 708     We have well established ML methods (i.e., models in production for more than 2 years)
## 709                                                                                       <NA>
## 710                                                                                       <NA>
## 711    We recently started using ML methods (i.e., models in production for less than 2 years)
## 712                                                              No (we do not use ML methods)
## 713  We use ML methods for generating insights (but do not put working models into production)
## 714    We recently started using ML methods (i.e., models in production for less than 2 years)
## 715                                                                                       <NA>
## 716                                                              No (we do not use ML methods)
## 717                  We are exploring ML methods (and may one day put a model into production)
## 718                                                                                       <NA>
## 719                                                                                       <NA>
## 720    We recently started using ML methods (i.e., models in production for less than 2 years)
## 721                                                                              I do not know
## 722                                                                                       <NA>
## 723                                                                                       <NA>
## 724    We recently started using ML methods (i.e., models in production for less than 2 years)
## 725                                                              No (we do not use ML methods)
## 726  We use ML methods for generating insights (but do not put working models into production)
## 727     We have well established ML methods (i.e., models in production for more than 2 years)
## 728                  We are exploring ML methods (and may one day put a model into production)
## 729     We have well established ML methods (i.e., models in production for more than 2 years)
## 730                                                                                       <NA>
## 731    We recently started using ML methods (i.e., models in production for less than 2 years)
## 732                                                                                       <NA>
## 733    We recently started using ML methods (i.e., models in production for less than 2 years)
## 734  We use ML methods for generating insights (but do not put working models into production)
## 735    We recently started using ML methods (i.e., models in production for less than 2 years)
## 736                  We are exploring ML methods (and may one day put a model into production)
## 737                  We are exploring ML methods (and may one day put a model into production)
## 738                                                                                       <NA>
## 739                                                                                       <NA>
## 740  We use ML methods for generating insights (but do not put working models into production)
## 741     We have well established ML methods (i.e., models in production for more than 2 years)
## 742                                                                                       <NA>
## 743                                                              No (we do not use ML methods)
## 744     We have well established ML methods (i.e., models in production for more than 2 years)
## 745                                                              No (we do not use ML methods)
## 746  We use ML methods for generating insights (but do not put working models into production)
## 747                                                                                       <NA>
## 748                                                                                       <NA>
## 749     We have well established ML methods (i.e., models in production for more than 2 years)
## 750    We recently started using ML methods (i.e., models in production for less than 2 years)
## 751                                                                              I do not know
## 752                                                                                       <NA>
## 753  We use ML methods for generating insights (but do not put working models into production)
## 754     We have well established ML methods (i.e., models in production for more than 2 years)
## 755                  We are exploring ML methods (and may one day put a model into production)
## 756    We recently started using ML methods (i.e., models in production for less than 2 years)
## 757                                                              No (we do not use ML methods)
## 758                                                              No (we do not use ML methods)
## 759  We use ML methods for generating insights (but do not put working models into production)
## 760                  We are exploring ML methods (and may one day put a model into production)
## 761    We recently started using ML methods (i.e., models in production for less than 2 years)
## 762                                                                              I do not know
## 763                                                                              I do not know
## 764    We recently started using ML methods (i.e., models in production for less than 2 years)
## 765                                                                              I do not know
## 766     We have well established ML methods (i.e., models in production for more than 2 years)
## 767                                                              No (we do not use ML methods)
## 768     We have well established ML methods (i.e., models in production for more than 2 years)
## 769                                                              No (we do not use ML methods)
## 770    We recently started using ML methods (i.e., models in production for less than 2 years)
## 771  We use ML methods for generating insights (but do not put working models into production)
## 772     We have well established ML methods (i.e., models in production for more than 2 years)
## 773     We have well established ML methods (i.e., models in production for more than 2 years)
## 774     We have well established ML methods (i.e., models in production for more than 2 years)
## 775                                                                                       <NA>
## 776                                                                                       <NA>
## 777                                                              No (we do not use ML methods)
## 778     We have well established ML methods (i.e., models in production for more than 2 years)
## 779                                                                                       <NA>
## 780    We recently started using ML methods (i.e., models in production for less than 2 years)
## 781                                                                                       <NA>
## 782    We recently started using ML methods (i.e., models in production for less than 2 years)
## 783                                                                              I do not know
## 784    We recently started using ML methods (i.e., models in production for less than 2 years)
## 785                                                                                       <NA>
## 786    We recently started using ML methods (i.e., models in production for less than 2 years)
## 787                                                                                       <NA>
## 788                                                                                       <NA>
## 789    We recently started using ML methods (i.e., models in production for less than 2 years)
## 790    We recently started using ML methods (i.e., models in production for less than 2 years)
## 791                                                                                       <NA>
## 792  We use ML methods for generating insights (but do not put working models into production)
## 793  We use ML methods for generating insights (but do not put working models into production)
## 794                                                                                       <NA>
## 795                  We are exploring ML methods (and may one day put a model into production)
## 796     We have well established ML methods (i.e., models in production for more than 2 years)
## 797     We have well established ML methods (i.e., models in production for more than 2 years)
## 798                                                                                       <NA>
## 799    We recently started using ML methods (i.e., models in production for less than 2 years)
## 800                  We are exploring ML methods (and may one day put a model into production)
## 801                  We are exploring ML methods (and may one day put a model into production)
## 802                  We are exploring ML methods (and may one day put a model into production)
## 803                  We are exploring ML methods (and may one day put a model into production)
## 804    We recently started using ML methods (i.e., models in production for less than 2 years)
## 805                                                                              I do not know
## 806                  We are exploring ML methods (and may one day put a model into production)
## 807                  We are exploring ML methods (and may one day put a model into production)
## 808  We use ML methods for generating insights (but do not put working models into production)
## 809                                                                              I do not know
## 810    We recently started using ML methods (i.e., models in production for less than 2 years)
## 811                  We are exploring ML methods (and may one day put a model into production)
## 812                                                                                       <NA>
## 813                                                                                       <NA>
## 814                  We are exploring ML methods (and may one day put a model into production)
## 815  We use ML methods for generating insights (but do not put working models into production)
## 816                                                                                       <NA>
## 817    We recently started using ML methods (i.e., models in production for less than 2 years)
## 818    We recently started using ML methods (i.e., models in production for less than 2 years)
## 819                                                                                       <NA>
## 820                  We are exploring ML methods (and may one day put a model into production)
## 821                                                                                       <NA>
## 822                                                              No (we do not use ML methods)
## 823                  We are exploring ML methods (and may one day put a model into production)
## 824                                                              No (we do not use ML methods)
## 825     We have well established ML methods (i.e., models in production for more than 2 years)
## 826     We have well established ML methods (i.e., models in production for more than 2 years)
## 827                                                              No (we do not use ML methods)
## 828     We have well established ML methods (i.e., models in production for more than 2 years)
## 829     We have well established ML methods (i.e., models in production for more than 2 years)
## 830     We have well established ML methods (i.e., models in production for more than 2 years)
## 831    We recently started using ML methods (i.e., models in production for less than 2 years)
## 832    We recently started using ML methods (i.e., models in production for less than 2 years)
## 833                  We are exploring ML methods (and may one day put a model into production)
## 834    We recently started using ML methods (i.e., models in production for less than 2 years)
## 835                  We are exploring ML methods (and may one day put a model into production)
## 836                                                                                       <NA>
## 837                                                                                       <NA>
## 838  We use ML methods for generating insights (but do not put working models into production)
## 839                                                              No (we do not use ML methods)
## 840  We use ML methods for generating insights (but do not put working models into production)
## 841                  We are exploring ML methods (and may one day put a model into production)
## 842                                                                                       <NA>
## 843                                                                              I do not know
## 844  We use ML methods for generating insights (but do not put working models into production)
## 845     We have well established ML methods (i.e., models in production for more than 2 years)
## 846                                                                                       <NA>
## 847                  We are exploring ML methods (and may one day put a model into production)
## 848     We have well established ML methods (i.e., models in production for more than 2 years)
## 849                                                                                       <NA>
## 850  We use ML methods for generating insights (but do not put working models into production)
## 851     We have well established ML methods (i.e., models in production for more than 2 years)
## 852    We recently started using ML methods (i.e., models in production for less than 2 years)
## 853  We use ML methods for generating insights (but do not put working models into production)
## 854     We have well established ML methods (i.e., models in production for more than 2 years)
## 855                  We are exploring ML methods (and may one day put a model into production)
## 856                  We are exploring ML methods (and may one day put a model into production)
## 857     We have well established ML methods (i.e., models in production for more than 2 years)
## 858                                                                                       <NA>
## 859                                                                                       <NA>
## 860                                                                                       <NA>
## 861                                                                                       <NA>
## 862                                                                                       <NA>
## 863                                                              No (we do not use ML methods)
## 864                  We are exploring ML methods (and may one day put a model into production)
## 865    We recently started using ML methods (i.e., models in production for less than 2 years)
## 866    We recently started using ML methods (i.e., models in production for less than 2 years)
## 867                                                              No (we do not use ML methods)
## 868                                                                                       <NA>
## 869                                                                                       <NA>
## 870                                                                                       <NA>
## 871                                                                              I do not know
## 872    We recently started using ML methods (i.e., models in production for less than 2 years)
## 873     We have well established ML methods (i.e., models in production for more than 2 years)
## 874                                                                                       <NA>
## 875     We have well established ML methods (i.e., models in production for more than 2 years)
## 876                  We are exploring ML methods (and may one day put a model into production)
## 877  We use ML methods for generating insights (but do not put working models into production)
## 878                                                              No (we do not use ML methods)
## 879                                                              No (we do not use ML methods)
## 880    We recently started using ML methods (i.e., models in production for less than 2 years)
## 881                                                                                       <NA>
## 882                  We are exploring ML methods (and may one day put a model into production)
## 883    We recently started using ML methods (i.e., models in production for less than 2 years)
## 884                                                                                       <NA>
## 885                                                                                       <NA>
## 886                                                                              I do not know
## 887                  We are exploring ML methods (and may one day put a model into production)
## 888                                                                                       <NA>
## 889                                                                                       <NA>
## 890  We use ML methods for generating insights (but do not put working models into production)
## 891     We have well established ML methods (i.e., models in production for more than 2 years)
## 892     We have well established ML methods (i.e., models in production for more than 2 years)
## 893                                                              No (we do not use ML methods)
## 894                                                              No (we do not use ML methods)
## 895                  We are exploring ML methods (and may one day put a model into production)
## 896                                                                                       <NA>
## 897                                                                                       <NA>
## 898                                                                              I do not know
## 899     We have well established ML methods (i.e., models in production for more than 2 years)
## 900                                                              No (we do not use ML methods)
## 901                                                                                       <NA>
## 902                                                                                       <NA>
## 903                  We are exploring ML methods (and may one day put a model into production)
## 904                  We are exploring ML methods (and may one day put a model into production)
## 905  We use ML methods for generating insights (but do not put working models into production)
## 906                  We are exploring ML methods (and may one day put a model into production)
## 907                                                                              I do not know
## 908                  We are exploring ML methods (and may one day put a model into production)
## 909                                                                                       <NA>
## 910    We recently started using ML methods (i.e., models in production for less than 2 years)
## 911                  We are exploring ML methods (and may one day put a model into production)
## 912    We recently started using ML methods (i.e., models in production for less than 2 years)
## 913                                                                                       <NA>
## 914     We have well established ML methods (i.e., models in production for more than 2 years)
## 915                  We are exploring ML methods (and may one day put a model into production)
## 916    We recently started using ML methods (i.e., models in production for less than 2 years)
## 917                                                              No (we do not use ML methods)
## 918    We recently started using ML methods (i.e., models in production for less than 2 years)
## 919    We recently started using ML methods (i.e., models in production for less than 2 years)
## 920                                                                                       <NA>
## 921                                                                                       <NA>
## 922                                                                                       <NA>
## 923     We have well established ML methods (i.e., models in production for more than 2 years)
## 924                                                                                       <NA>
## 925                                                              No (we do not use ML methods)
## 926                                                                                       <NA>
## 927                                                                                       <NA>
## 928                  We are exploring ML methods (and may one day put a model into production)
## 929    We recently started using ML methods (i.e., models in production for less than 2 years)
## 930                  We are exploring ML methods (and may one day put a model into production)
## 931                                                                                       <NA>
## 932                                                                                       <NA>
## 933                                                                                       <NA>
## 934    We recently started using ML methods (i.e., models in production for less than 2 years)
## 935    We recently started using ML methods (i.e., models in production for less than 2 years)
## 936                                                                                       <NA>
## 937                                                                              I do not know
## 938                                                              No (we do not use ML methods)
## 939                                                                                       <NA>
## 940  We use ML methods for generating insights (but do not put working models into production)
## 941                  We are exploring ML methods (and may one day put a model into production)
## 942                  We are exploring ML methods (and may one day put a model into production)
## 943     We have well established ML methods (i.e., models in production for more than 2 years)
## 944    We recently started using ML methods (i.e., models in production for less than 2 years)
## 945                                                              No (we do not use ML methods)
## 946                  We are exploring ML methods (and may one day put a model into production)
## 947                                                                                       <NA>
## 948     We have well established ML methods (i.e., models in production for more than 2 years)
## 949    We recently started using ML methods (i.e., models in production for less than 2 years)
## 950                  We are exploring ML methods (and may one day put a model into production)
## 951                                                              No (we do not use ML methods)
## 952                                                                                       <NA>
## 953                                                                              I do not know
## 954  We use ML methods for generating insights (but do not put working models into production)
## 955                  We are exploring ML methods (and may one day put a model into production)
## 956     We have well established ML methods (i.e., models in production for more than 2 years)
## 957                                                                              I do not know
## 958                                                                                       <NA>
## 959                                                                                       <NA>
## 960                  We are exploring ML methods (and may one day put a model into production)
## 961                                                              No (we do not use ML methods)
## 962                                                              No (we do not use ML methods)
## 963                  We are exploring ML methods (and may one day put a model into production)
## 964                                                                                       <NA>
## 965    We recently started using ML methods (i.e., models in production for less than 2 years)
## 966  We use ML methods for generating insights (but do not put working models into production)
## 967                  We are exploring ML methods (and may one day put a model into production)
## 968                                                                                       <NA>
## 969                                                              No (we do not use ML methods)
## 970                                                              No (we do not use ML methods)
## 971    We recently started using ML methods (i.e., models in production for less than 2 years)
## 972     We have well established ML methods (i.e., models in production for more than 2 years)
## 973     We have well established ML methods (i.e., models in production for more than 2 years)
## 974                                                                                       <NA>
## 975                  We are exploring ML methods (and may one day put a model into production)
## 976                  We are exploring ML methods (and may one day put a model into production)
## 977  We use ML methods for generating insights (but do not put working models into production)
## 978                  We are exploring ML methods (and may one day put a model into production)
## 979                                                                                       <NA>
## 980                                                                                       <NA>
## 981                                                                                       <NA>
## 982                                                              No (we do not use ML methods)
## 983                                                                                       <NA>
## 984  We use ML methods for generating insights (but do not put working models into production)
## 985     We have well established ML methods (i.e., models in production for more than 2 years)
## 986                                                                                       <NA>
## 987  We use ML methods for generating insights (but do not put working models into production)
## 988     We have well established ML methods (i.e., models in production for more than 2 years)
## 989                  We are exploring ML methods (and may one day put a model into production)
## 990                                                              No (we do not use ML methods)
## 991  We use ML methods for generating insights (but do not put working models into production)
## 992     We have well established ML methods (i.e., models in production for more than 2 years)
## 993    We recently started using ML methods (i.e., models in production for less than 2 years)
## 994  We use ML methods for generating insights (but do not put working models into production)
## 995  We use ML methods for generating insights (but do not put working models into production)
## 996    We recently started using ML methods (i.e., models in production for less than 2 years)
## 997                                                              No (we do not use ML methods)
## 998                                                                                       <NA>
## 999    We recently started using ML methods (i.e., models in production for less than 2 years)
## 1000                                                                                      <NA>
## 1001 We use ML methods for generating insights (but do not put working models into production)
## 1002    We have well established ML methods (i.e., models in production for more than 2 years)
## 1003                                                                                      <NA>
## 1004                                                             No (we do not use ML methods)
## 1005   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1006    We have well established ML methods (i.e., models in production for more than 2 years)
## 1007    We have well established ML methods (i.e., models in production for more than 2 years)
## 1008 We use ML methods for generating insights (but do not put working models into production)
## 1009    We have well established ML methods (i.e., models in production for more than 2 years)
## 1010                                                                                      <NA>
## 1011    We have well established ML methods (i.e., models in production for more than 2 years)
## 1012                 We are exploring ML methods (and may one day put a model into production)
## 1013                                                                                      <NA>
## 1014                 We are exploring ML methods (and may one day put a model into production)
## 1015                 We are exploring ML methods (and may one day put a model into production)
## 1016    We have well established ML methods (i.e., models in production for more than 2 years)
## 1017   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1018   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1019 We use ML methods for generating insights (but do not put working models into production)
## 1020                                                             No (we do not use ML methods)
## 1021   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1022    We have well established ML methods (i.e., models in production for more than 2 years)
## 1023                 We are exploring ML methods (and may one day put a model into production)
## 1024    We have well established ML methods (i.e., models in production for more than 2 years)
## 1025   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1026                                                                                      <NA>
## 1027                                                             No (we do not use ML methods)
## 1028                 We are exploring ML methods (and may one day put a model into production)
## 1029 We use ML methods for generating insights (but do not put working models into production)
## 1030                 We are exploring ML methods (and may one day put a model into production)
## 1031   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1032                                                                                      <NA>
## 1033                 We are exploring ML methods (and may one day put a model into production)
## 1034                                                             No (we do not use ML methods)
## 1035    We have well established ML methods (i.e., models in production for more than 2 years)
## 1036                 We are exploring ML methods (and may one day put a model into production)
## 1037   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1038                 We are exploring ML methods (and may one day put a model into production)
## 1039 We use ML methods for generating insights (but do not put working models into production)
## 1040   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1041    We have well established ML methods (i.e., models in production for more than 2 years)
## 1042    We have well established ML methods (i.e., models in production for more than 2 years)
## 1043                 We are exploring ML methods (and may one day put a model into production)
## 1044    We have well established ML methods (i.e., models in production for more than 2 years)
## 1045 We use ML methods for generating insights (but do not put working models into production)
## 1046                                                                                      <NA>
## 1047   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1048                                                             No (we do not use ML methods)
## 1049                                                             No (we do not use ML methods)
## 1050                                                                             I do not know
## 1051    We have well established ML methods (i.e., models in production for more than 2 years)
## 1052                                                                                      <NA>
## 1053                 We are exploring ML methods (and may one day put a model into production)
## 1054    We have well established ML methods (i.e., models in production for more than 2 years)
## 1055 We use ML methods for generating insights (but do not put working models into production)
## 1056                                                                             I do not know
## 1057    We have well established ML methods (i.e., models in production for more than 2 years)
## 1058   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1059                                                                                      <NA>
## 1060 We use ML methods for generating insights (but do not put working models into production)
## 1061   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1062                 We are exploring ML methods (and may one day put a model into production)
## 1063                                                                                      <NA>
## 1064                                                             No (we do not use ML methods)
## 1065                 We are exploring ML methods (and may one day put a model into production)
## 1066                 We are exploring ML methods (and may one day put a model into production)
## 1067                                                                                      <NA>
## 1068    We have well established ML methods (i.e., models in production for more than 2 years)
## 1069    We have well established ML methods (i.e., models in production for more than 2 years)
## 1070    We have well established ML methods (i.e., models in production for more than 2 years)
## 1071                                                             No (we do not use ML methods)
## 1072   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1073                                                                                      <NA>
## 1074                                                             No (we do not use ML methods)
## 1075                                                             No (we do not use ML methods)
## 1076                                                                                      <NA>
## 1077   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1078                                                                                      <NA>
## 1079   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1080                                                             No (we do not use ML methods)
## 1081 We use ML methods for generating insights (but do not put working models into production)
## 1082                                                                                      <NA>
## 1083    We have well established ML methods (i.e., models in production for more than 2 years)
## 1084 We use ML methods for generating insights (but do not put working models into production)
## 1085 We use ML methods for generating insights (but do not put working models into production)
## 1086                 We are exploring ML methods (and may one day put a model into production)
## 1087                                                             No (we do not use ML methods)
## 1088                                                                                      <NA>
## 1089    We have well established ML methods (i.e., models in production for more than 2 years)
## 1090                                                             No (we do not use ML methods)
## 1091   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1092                                                                                      <NA>
## 1093    We have well established ML methods (i.e., models in production for more than 2 years)
## 1094                                                                                      <NA>
## 1095                 We are exploring ML methods (and may one day put a model into production)
## 1096                 We are exploring ML methods (and may one day put a model into production)
## 1097                                                             No (we do not use ML methods)
## 1098   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1099                                                                                      <NA>
## 1100   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1101 We use ML methods for generating insights (but do not put working models into production)
## 1102                                                             No (we do not use ML methods)
## 1103    We have well established ML methods (i.e., models in production for more than 2 years)
## 1104                                                             No (we do not use ML methods)
## 1105   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1106                                                                                      <NA>
## 1107 We use ML methods for generating insights (but do not put working models into production)
## 1108 We use ML methods for generating insights (but do not put working models into production)
## 1109                                                                             I do not know
## 1110                                                                                      <NA>
## 1111 We use ML methods for generating insights (but do not put working models into production)
## 1112    We have well established ML methods (i.e., models in production for more than 2 years)
## 1113                                                             No (we do not use ML methods)
## 1114                                                                                      <NA>
## 1115                                                                                      <NA>
## 1116                 We are exploring ML methods (and may one day put a model into production)
## 1117   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1118                 We are exploring ML methods (and may one day put a model into production)
## 1119   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1120    We have well established ML methods (i.e., models in production for more than 2 years)
## 1121    We have well established ML methods (i.e., models in production for more than 2 years)
## 1122                                                                                      <NA>
## 1123                 We are exploring ML methods (and may one day put a model into production)
## 1124   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1125   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1126   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1127   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1128 We use ML methods for generating insights (but do not put working models into production)
## 1129                                                             No (we do not use ML methods)
## 1130                                                             No (we do not use ML methods)
## 1131    We have well established ML methods (i.e., models in production for more than 2 years)
## 1132    We have well established ML methods (i.e., models in production for more than 2 years)
## 1133                                                                             I do not know
## 1134                                                                                      <NA>
## 1135    We have well established ML methods (i.e., models in production for more than 2 years)
## 1136                                                             No (we do not use ML methods)
## 1137                                                                                      <NA>
## 1138   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1139    We have well established ML methods (i.e., models in production for more than 2 years)
## 1140                 We are exploring ML methods (and may one day put a model into production)
## 1141                                                             No (we do not use ML methods)
## 1142                 We are exploring ML methods (and may one day put a model into production)
## 1143                                                                                      <NA>
## 1144    We have well established ML methods (i.e., models in production for more than 2 years)
## 1145                 We are exploring ML methods (and may one day put a model into production)
## 1146                                                                             I do not know
## 1147                                                                                      <NA>
## 1148                                                                                      <NA>
## 1149                 We are exploring ML methods (and may one day put a model into production)
## 1150                                                                             I do not know
## 1151                                                                                      <NA>
## 1152    We have well established ML methods (i.e., models in production for more than 2 years)
## 1153   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1154   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1155                 We are exploring ML methods (and may one day put a model into production)
## 1156                                                             No (we do not use ML methods)
## 1157 We use ML methods for generating insights (but do not put working models into production)
## 1158    We have well established ML methods (i.e., models in production for more than 2 years)
## 1159 We use ML methods for generating insights (but do not put working models into production)
## 1160    We have well established ML methods (i.e., models in production for more than 2 years)
## 1161 We use ML methods for generating insights (but do not put working models into production)
## 1162                                                                                      <NA>
## 1163    We have well established ML methods (i.e., models in production for more than 2 years)
## 1164 We use ML methods for generating insights (but do not put working models into production)
## 1165                                                                                      <NA>
## 1166                                                                                      <NA>
## 1167                                                                                      <NA>
## 1168                                                                                      <NA>
## 1169                                                                                      <NA>
## 1170                                                                                      <NA>
## 1171                 We are exploring ML methods (and may one day put a model into production)
## 1172   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1173                 We are exploring ML methods (and may one day put a model into production)
## 1174                                                                                      <NA>
## 1175    We have well established ML methods (i.e., models in production for more than 2 years)
## 1176                                                                                      <NA>
## 1177                 We are exploring ML methods (and may one day put a model into production)
## 1178                 We are exploring ML methods (and may one day put a model into production)
## 1179                                                             No (we do not use ML methods)
## 1180   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1181                 We are exploring ML methods (and may one day put a model into production)
## 1182                                                                                      <NA>
## 1183                                                                             I do not know
## 1184                                                                                      <NA>
## 1185    We have well established ML methods (i.e., models in production for more than 2 years)
## 1186                                                                                      <NA>
## 1187                                                                                      <NA>
## 1188                                                                                      <NA>
## 1189                                                                                      <NA>
## 1190    We have well established ML methods (i.e., models in production for more than 2 years)
## 1191   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1192                 We are exploring ML methods (and may one day put a model into production)
## 1193                                                                                      <NA>
## 1194 We use ML methods for generating insights (but do not put working models into production)
## 1195 We use ML methods for generating insights (but do not put working models into production)
## 1196                                                                                      <NA>
## 1197   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1198                 We are exploring ML methods (and may one day put a model into production)
## 1199    We have well established ML methods (i.e., models in production for more than 2 years)
## 1200                                                                             I do not know
## 1201                                                             No (we do not use ML methods)
## 1202                 We are exploring ML methods (and may one day put a model into production)
## 1203   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1204   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1205   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1206 We use ML methods for generating insights (but do not put working models into production)
## 1207                                                                                      <NA>
## 1208    We have well established ML methods (i.e., models in production for more than 2 years)
## 1209                                                                                      <NA>
## 1210                                                                                      <NA>
## 1211                                                                                      <NA>
## 1212                                                                                      <NA>
## 1213    We have well established ML methods (i.e., models in production for more than 2 years)
## 1214                                                                                      <NA>
## 1215   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1216                                                             No (we do not use ML methods)
## 1217   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1218                                                                                      <NA>
## 1219   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1220    We have well established ML methods (i.e., models in production for more than 2 years)
## 1221                 We are exploring ML methods (and may one day put a model into production)
## 1222                 We are exploring ML methods (and may one day put a model into production)
## 1223                                                                                      <NA>
## 1224                                                                                      <NA>
## 1225   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1226                                                                                      <NA>
## 1227   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1228                                                                                      <NA>
## 1229   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1230   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1231                 We are exploring ML methods (and may one day put a model into production)
## 1232                                                             No (we do not use ML methods)
## 1233 We use ML methods for generating insights (but do not put working models into production)
## 1234    We have well established ML methods (i.e., models in production for more than 2 years)
## 1235 We use ML methods for generating insights (but do not put working models into production)
## 1236   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1237    We have well established ML methods (i.e., models in production for more than 2 years)
## 1238   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1239                                                                                      <NA>
## 1240    We have well established ML methods (i.e., models in production for more than 2 years)
## 1241 We use ML methods for generating insights (but do not put working models into production)
## 1242                                                                                      <NA>
## 1243                                                                                      <NA>
## 1244    We have well established ML methods (i.e., models in production for more than 2 years)
## 1245   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1246                                                             No (we do not use ML methods)
## 1247                 We are exploring ML methods (and may one day put a model into production)
## 1248    We have well established ML methods (i.e., models in production for more than 2 years)
## 1249    We have well established ML methods (i.e., models in production for more than 2 years)
## 1250    We have well established ML methods (i.e., models in production for more than 2 years)
## 1251                                                                                      <NA>
## 1252                                                                                      <NA>
## 1253   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1254   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1255                 We are exploring ML methods (and may one day put a model into production)
## 1256    We have well established ML methods (i.e., models in production for more than 2 years)
## 1257                 We are exploring ML methods (and may one day put a model into production)
## 1258                 We are exploring ML methods (and may one day put a model into production)
## 1259                                                             No (we do not use ML methods)
## 1260                 We are exploring ML methods (and may one day put a model into production)
## 1261    We have well established ML methods (i.e., models in production for more than 2 years)
## 1262                                                             No (we do not use ML methods)
## 1263                 We are exploring ML methods (and may one day put a model into production)
## 1264    We have well established ML methods (i.e., models in production for more than 2 years)
## 1265   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1266    We have well established ML methods (i.e., models in production for more than 2 years)
## 1267    We have well established ML methods (i.e., models in production for more than 2 years)
## 1268   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1269                                                                                      <NA>
## 1270                                                                                      <NA>
## 1271                 We are exploring ML methods (and may one day put a model into production)
## 1272 We use ML methods for generating insights (but do not put working models into production)
## 1273                                                                                      <NA>
## 1274                 We are exploring ML methods (and may one day put a model into production)
## 1275   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1276                                                             No (we do not use ML methods)
## 1277    We have well established ML methods (i.e., models in production for more than 2 years)
## 1278                                                                             I do not know
## 1279   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1280 We use ML methods for generating insights (but do not put working models into production)
## 1281    We have well established ML methods (i.e., models in production for more than 2 years)
## 1282                                                             No (we do not use ML methods)
## 1283   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1284   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1285                                                                             I do not know
## 1286                 We are exploring ML methods (and may one day put a model into production)
## 1287                                                                                      <NA>
## 1288                                                                                      <NA>
## 1289   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1290                 We are exploring ML methods (and may one day put a model into production)
## 1291                 We are exploring ML methods (and may one day put a model into production)
## 1292                                                                                      <NA>
## 1293                 We are exploring ML methods (and may one day put a model into production)
## 1294   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1295    We have well established ML methods (i.e., models in production for more than 2 years)
## 1296   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1297    We have well established ML methods (i.e., models in production for more than 2 years)
## 1298                                                             No (we do not use ML methods)
## 1299    We have well established ML methods (i.e., models in production for more than 2 years)
## 1300                 We are exploring ML methods (and may one day put a model into production)
## 1301    We have well established ML methods (i.e., models in production for more than 2 years)
## 1302   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1303   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1304    We have well established ML methods (i.e., models in production for more than 2 years)
## 1305   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1306                 We are exploring ML methods (and may one day put a model into production)
## 1307                 We are exploring ML methods (and may one day put a model into production)
## 1308                 We are exploring ML methods (and may one day put a model into production)
## 1309    We have well established ML methods (i.e., models in production for more than 2 years)
## 1310                                                                                      <NA>
## 1311    We have well established ML methods (i.e., models in production for more than 2 years)
## 1312                                                                                      <NA>
## 1313   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1314    We have well established ML methods (i.e., models in production for more than 2 years)
## 1315                                                                                      <NA>
## 1316                 We are exploring ML methods (and may one day put a model into production)
## 1317                                                                                      <NA>
## 1318   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1319 We use ML methods for generating insights (but do not put working models into production)
## 1320                 We are exploring ML methods (and may one day put a model into production)
## 1321                                                                             I do not know
## 1322                                                             No (we do not use ML methods)
## 1323   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1324                                                             No (we do not use ML methods)
## 1325                 We are exploring ML methods (and may one day put a model into production)
## 1326    We have well established ML methods (i.e., models in production for more than 2 years)
## 1327                                                             No (we do not use ML methods)
## 1328 We use ML methods for generating insights (but do not put working models into production)
## 1329   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1330   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1331                                                                                      <NA>
## 1332                 We are exploring ML methods (and may one day put a model into production)
## 1333                 We are exploring ML methods (and may one day put a model into production)
## 1334    We have well established ML methods (i.e., models in production for more than 2 years)
## 1335   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1336    We have well established ML methods (i.e., models in production for more than 2 years)
## 1337                                                                                      <NA>
## 1338    We have well established ML methods (i.e., models in production for more than 2 years)
## 1339 We use ML methods for generating insights (but do not put working models into production)
## 1340                                                                             I do not know
## 1341                 We are exploring ML methods (and may one day put a model into production)
## 1342   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1343                                                                             I do not know
## 1344                 We are exploring ML methods (and may one day put a model into production)
## 1345                 We are exploring ML methods (and may one day put a model into production)
## 1346   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1347   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1348    We have well established ML methods (i.e., models in production for more than 2 years)
## 1349 We use ML methods for generating insights (but do not put working models into production)
## 1350                                                                                      <NA>
## 1351                                                                                      <NA>
## 1352    We have well established ML methods (i.e., models in production for more than 2 years)
## 1353    We have well established ML methods (i.e., models in production for more than 2 years)
## 1354    We have well established ML methods (i.e., models in production for more than 2 years)
## 1355    We have well established ML methods (i.e., models in production for more than 2 years)
## 1356 We use ML methods for generating insights (but do not put working models into production)
## 1357    We have well established ML methods (i.e., models in production for more than 2 years)
## 1358                 We are exploring ML methods (and may one day put a model into production)
## 1359    We have well established ML methods (i.e., models in production for more than 2 years)
## 1360   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1361   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1362                                                             No (we do not use ML methods)
## 1363    We have well established ML methods (i.e., models in production for more than 2 years)
## 1364                                                                                      <NA>
## 1365                                                                             I do not know
## 1366 We use ML methods for generating insights (but do not put working models into production)
## 1367                 We are exploring ML methods (and may one day put a model into production)
## 1368   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1369                                                                             I do not know
## 1370                                                                                      <NA>
## 1371 We use ML methods for generating insights (but do not put working models into production)
## 1372    We have well established ML methods (i.e., models in production for more than 2 years)
## 1373   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1374                 We are exploring ML methods (and may one day put a model into production)
## 1375                                                             No (we do not use ML methods)
## 1376 We use ML methods for generating insights (but do not put working models into production)
## 1377 We use ML methods for generating insights (but do not put working models into production)
## 1378 We use ML methods for generating insights (but do not put working models into production)
## 1379   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1380 We use ML methods for generating insights (but do not put working models into production)
## 1381                                                                                      <NA>
## 1382                                                             No (we do not use ML methods)
## 1383                                                                                      <NA>
## 1384                                                             No (we do not use ML methods)
## 1385    We have well established ML methods (i.e., models in production for more than 2 years)
## 1386                                                             No (we do not use ML methods)
## 1387                                                                             I do not know
## 1388   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1389 We use ML methods for generating insights (but do not put working models into production)
## 1390                                                                             I do not know
## 1391                                                                                      <NA>
## 1392                                                                                      <NA>
## 1393                                                                                      <NA>
## 1394                                                             No (we do not use ML methods)
## 1395                 We are exploring ML methods (and may one day put a model into production)
## 1396                                                                                      <NA>
## 1397                                                             No (we do not use ML methods)
## 1398                 We are exploring ML methods (and may one day put a model into production)
## 1399                                                                                      <NA>
## 1400                                                                                      <NA>
## 1401   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1402                                                                                      <NA>
## 1403                 We are exploring ML methods (and may one day put a model into production)
## 1404                 We are exploring ML methods (and may one day put a model into production)
## 1405                                                                                      <NA>
## 1406                                                             No (we do not use ML methods)
## 1407                                                             No (we do not use ML methods)
## 1408                                                                                      <NA>
## 1409                 We are exploring ML methods (and may one day put a model into production)
## 1410                 We are exploring ML methods (and may one day put a model into production)
## 1411    We have well established ML methods (i.e., models in production for more than 2 years)
## 1412                                                                                      <NA>
## 1413                                                             No (we do not use ML methods)
## 1414    We have well established ML methods (i.e., models in production for more than 2 years)
## 1415                                                             No (we do not use ML methods)
## 1416                                                                             I do not know
## 1417                                                             No (we do not use ML methods)
## 1418                                                             No (we do not use ML methods)
## 1419 We use ML methods for generating insights (but do not put working models into production)
## 1420   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1421    We have well established ML methods (i.e., models in production for more than 2 years)
## 1422    We have well established ML methods (i.e., models in production for more than 2 years)
## 1423    We have well established ML methods (i.e., models in production for more than 2 years)
## 1424   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1425   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1426                                                                                      <NA>
## 1427    We have well established ML methods (i.e., models in production for more than 2 years)
## 1428                 We are exploring ML methods (and may one day put a model into production)
## 1429                                                                                      <NA>
## 1430    We have well established ML methods (i.e., models in production for more than 2 years)
## 1431                 We are exploring ML methods (and may one day put a model into production)
## 1432 We use ML methods for generating insights (but do not put working models into production)
## 1433    We have well established ML methods (i.e., models in production for more than 2 years)
## 1434                                                             No (we do not use ML methods)
## 1435                                                                                      <NA>
## 1436                                                                             I do not know
## 1437                 We are exploring ML methods (and may one day put a model into production)
## 1438                                                                                      <NA>
## 1439                                                                                      <NA>
## 1440    We have well established ML methods (i.e., models in production for more than 2 years)
## 1441                                                                                      <NA>
## 1442                                                             No (we do not use ML methods)
## 1443    We have well established ML methods (i.e., models in production for more than 2 years)
## 1444    We have well established ML methods (i.e., models in production for more than 2 years)
## 1445                                                                                      <NA>
## 1446                                                                                      <NA>
## 1447 We use ML methods for generating insights (but do not put working models into production)
## 1448                                                             No (we do not use ML methods)
## 1449 We use ML methods for generating insights (but do not put working models into production)
## 1450                                                                             I do not know
## 1451                                                                                      <NA>
## 1452   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1453   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1454    We have well established ML methods (i.e., models in production for more than 2 years)
## 1455                                                             No (we do not use ML methods)
## 1456                                                                                      <NA>
## 1457                                                                                      <NA>
## 1458                 We are exploring ML methods (and may one day put a model into production)
## 1459                 We are exploring ML methods (and may one day put a model into production)
## 1460                 We are exploring ML methods (and may one day put a model into production)
## 1461                 We are exploring ML methods (and may one day put a model into production)
## 1462   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1463                                                                                      <NA>
## 1464    We have well established ML methods (i.e., models in production for more than 2 years)
## 1465   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1466                                                                             I do not know
## 1467                                                                                      <NA>
## 1468                                                                             I do not know
## 1469 We use ML methods for generating insights (but do not put working models into production)
## 1470   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1471   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1472   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1473   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1474                 We are exploring ML methods (and may one day put a model into production)
## 1475                 We are exploring ML methods (and may one day put a model into production)
## 1476 We use ML methods for generating insights (but do not put working models into production)
## 1477                                                                                      <NA>
## 1478   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1479 We use ML methods for generating insights (but do not put working models into production)
## 1480   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1481   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1482 We use ML methods for generating insights (but do not put working models into production)
## 1483    We have well established ML methods (i.e., models in production for more than 2 years)
## 1484                                                                                      <NA>
## 1485                                                                             I do not know
## 1486 We use ML methods for generating insights (but do not put working models into production)
## 1487                                                             No (we do not use ML methods)
## 1488                                                                                      <NA>
## 1489                                                                             I do not know
## 1490                 We are exploring ML methods (and may one day put a model into production)
## 1491                                                                                      <NA>
## 1492 We use ML methods for generating insights (but do not put working models into production)
## 1493   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1494                                                             No (we do not use ML methods)
## 1495 We use ML methods for generating insights (but do not put working models into production)
## 1496                                                                                      <NA>
## 1497                                                                                      <NA>
## 1498                                                                                      <NA>
## 1499 We use ML methods for generating insights (but do not put working models into production)
## 1500                                                                                      <NA>
## 1501                                                                                      <NA>
## 1502 We use ML methods for generating insights (but do not put working models into production)
## 1503 We use ML methods for generating insights (but do not put working models into production)
## 1504                 We are exploring ML methods (and may one day put a model into production)
## 1505                                                                                      <NA>
## 1506                 We are exploring ML methods (and may one day put a model into production)
## 1507 We use ML methods for generating insights (but do not put working models into production)
## 1508 We use ML methods for generating insights (but do not put working models into production)
## 1509    We have well established ML methods (i.e., models in production for more than 2 years)
## 1510                                                                             I do not know
## 1511   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1512                                                                                      <NA>
## 1513   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1514                                                             No (we do not use ML methods)
## 1515    We have well established ML methods (i.e., models in production for more than 2 years)
## 1516                                                                             I do not know
## 1517   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1518                 We are exploring ML methods (and may one day put a model into production)
## 1519                 We are exploring ML methods (and may one day put a model into production)
## 1520   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1521                                                                             I do not know
## 1522   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1523                                                                             I do not know
## 1524                                                                             I do not know
## 1525   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1526                                                             No (we do not use ML methods)
## 1527    We have well established ML methods (i.e., models in production for more than 2 years)
## 1528   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1529                                                                                      <NA>
## 1530                 We are exploring ML methods (and may one day put a model into production)
## 1531                 We are exploring ML methods (and may one day put a model into production)
## 1532                 We are exploring ML methods (and may one day put a model into production)
## 1533   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1534   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1535                 We are exploring ML methods (and may one day put a model into production)
## 1536 We use ML methods for generating insights (but do not put working models into production)
## 1537                                                             No (we do not use ML methods)
## 1538                                                                                      <NA>
## 1539                 We are exploring ML methods (and may one day put a model into production)
## 1540 We use ML methods for generating insights (but do not put working models into production)
## 1541    We have well established ML methods (i.e., models in production for more than 2 years)
## 1542    We have well established ML methods (i.e., models in production for more than 2 years)
## 1543    We have well established ML methods (i.e., models in production for more than 2 years)
## 1544                                                             No (we do not use ML methods)
## 1545                 We are exploring ML methods (and may one day put a model into production)
## 1546                                                                                      <NA>
## 1547                 We are exploring ML methods (and may one day put a model into production)
## 1548 We use ML methods for generating insights (but do not put working models into production)
## 1549                                                                                      <NA>
## 1550                                                             No (we do not use ML methods)
## 1551   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1552                                                                                      <NA>
## 1553                                                                                      <NA>
## 1554                                                                                      <NA>
## 1555                 We are exploring ML methods (and may one day put a model into production)
## 1556    We have well established ML methods (i.e., models in production for more than 2 years)
## 1557                                                             No (we do not use ML methods)
## 1558                                                             No (we do not use ML methods)
## 1559    We have well established ML methods (i.e., models in production for more than 2 years)
## 1560    We have well established ML methods (i.e., models in production for more than 2 years)
## 1561                 We are exploring ML methods (and may one day put a model into production)
## 1562 We use ML methods for generating insights (but do not put working models into production)
## 1563                 We are exploring ML methods (and may one day put a model into production)
## 1564 We use ML methods for generating insights (but do not put working models into production)
## 1565    We have well established ML methods (i.e., models in production for more than 2 years)
## 1566                                                                                      <NA>
## 1567   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1568                                                                                      <NA>
## 1569                                                             No (we do not use ML methods)
## 1570 We use ML methods for generating insights (but do not put working models into production)
## 1571                 We are exploring ML methods (and may one day put a model into production)
## 1572                 We are exploring ML methods (and may one day put a model into production)
## 1573   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1574                                                             No (we do not use ML methods)
## 1575                                                             No (we do not use ML methods)
## 1576                                                             No (we do not use ML methods)
## 1577   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1578                                                                                      <NA>
## 1579                 We are exploring ML methods (and may one day put a model into production)
## 1580                                                                                      <NA>
## 1581 We use ML methods for generating insights (but do not put working models into production)
## 1582    We have well established ML methods (i.e., models in production for more than 2 years)
## 1583    We have well established ML methods (i.e., models in production for more than 2 years)
## 1584 We use ML methods for generating insights (but do not put working models into production)
## 1585 We use ML methods for generating insights (but do not put working models into production)
## 1586    We have well established ML methods (i.e., models in production for more than 2 years)
## 1587   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1588                                                                                      <NA>
## 1589 We use ML methods for generating insights (but do not put working models into production)
## 1590                 We are exploring ML methods (and may one day put a model into production)
## 1591                                                                                      <NA>
## 1592                                                             No (we do not use ML methods)
## 1593    We have well established ML methods (i.e., models in production for more than 2 years)
## 1594                                                                                      <NA>
## 1595   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1596                                                             No (we do not use ML methods)
## 1597    We have well established ML methods (i.e., models in production for more than 2 years)
## 1598                                                                                      <NA>
## 1599   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1600                                                                                      <NA>
## 1601   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1602                 We are exploring ML methods (and may one day put a model into production)
## 1603                                                             No (we do not use ML methods)
## 1604                                                                                      <NA>
## 1605                                                                                      <NA>
## 1606                                                                                      <NA>
## 1607                                                                             I do not know
## 1608 We use ML methods for generating insights (but do not put working models into production)
## 1609    We have well established ML methods (i.e., models in production for more than 2 years)
## 1610                                                                                      <NA>
## 1611    We have well established ML methods (i.e., models in production for more than 2 years)
## 1612                                                                                      <NA>
## 1613                                                                             I do not know
## 1614 We use ML methods for generating insights (but do not put working models into production)
## 1615 We use ML methods for generating insights (but do not put working models into production)
## 1616   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1617                                                                                      <NA>
## 1618 We use ML methods for generating insights (but do not put working models into production)
## 1619    We have well established ML methods (i.e., models in production for more than 2 years)
## 1620                                                             No (we do not use ML methods)
## 1621                                                             No (we do not use ML methods)
## 1622                 We are exploring ML methods (and may one day put a model into production)
## 1623    We have well established ML methods (i.e., models in production for more than 2 years)
## 1624                 We are exploring ML methods (and may one day put a model into production)
## 1625                                                             No (we do not use ML methods)
## 1626                 We are exploring ML methods (and may one day put a model into production)
## 1627    We have well established ML methods (i.e., models in production for more than 2 years)
## 1628    We have well established ML methods (i.e., models in production for more than 2 years)
## 1629    We have well established ML methods (i.e., models in production for more than 2 years)
## 1630   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1631 We use ML methods for generating insights (but do not put working models into production)
## 1632                                                                             I do not know
## 1633   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1634    We have well established ML methods (i.e., models in production for more than 2 years)
## 1635                                                                                      <NA>
## 1636   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1637                                                             No (we do not use ML methods)
## 1638                                                             No (we do not use ML methods)
## 1639 We use ML methods for generating insights (but do not put working models into production)
## 1640   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1641                                                                                      <NA>
## 1642 We use ML methods for generating insights (but do not put working models into production)
## 1643   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1644                                                             No (we do not use ML methods)
## 1645                 We are exploring ML methods (and may one day put a model into production)
## 1646                 We are exploring ML methods (and may one day put a model into production)
## 1647                                                                                      <NA>
## 1648   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1649 We use ML methods for generating insights (but do not put working models into production)
## 1650                                                                                      <NA>
## 1651                                                                                      <NA>
## 1652   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1653    We have well established ML methods (i.e., models in production for more than 2 years)
## 1654                                                                                      <NA>
## 1655   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1656                                                             No (we do not use ML methods)
## 1657                 We are exploring ML methods (and may one day put a model into production)
## 1658   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1659   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1660                                                             No (we do not use ML methods)
## 1661    We have well established ML methods (i.e., models in production for more than 2 years)
## 1662                                                                                      <NA>
## 1663                                                             No (we do not use ML methods)
## 1664                                                             No (we do not use ML methods)
## 1665                 We are exploring ML methods (and may one day put a model into production)
## 1666   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1667                                                             No (we do not use ML methods)
## 1668    We have well established ML methods (i.e., models in production for more than 2 years)
## 1669 We use ML methods for generating insights (but do not put working models into production)
## 1670    We have well established ML methods (i.e., models in production for more than 2 years)
## 1671 We use ML methods for generating insights (but do not put working models into production)
## 1672                                                                                      <NA>
## 1673                                                                             I do not know
## 1674                 We are exploring ML methods (and may one day put a model into production)
## 1675                                                             No (we do not use ML methods)
## 1676                                                                                      <NA>
## 1677   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1678 We use ML methods for generating insights (but do not put working models into production)
## 1679                                                             No (we do not use ML methods)
## 1680                 We are exploring ML methods (and may one day put a model into production)
## 1681    We have well established ML methods (i.e., models in production for more than 2 years)
## 1682 We use ML methods for generating insights (but do not put working models into production)
## 1683    We have well established ML methods (i.e., models in production for more than 2 years)
## 1684                                                                                      <NA>
## 1685                 We are exploring ML methods (and may one day put a model into production)
## 1686                                                                                      <NA>
## 1687                                                                                      <NA>
## 1688                                                             No (we do not use ML methods)
## 1689                 We are exploring ML methods (and may one day put a model into production)
## 1690                 We are exploring ML methods (and may one day put a model into production)
## 1691    We have well established ML methods (i.e., models in production for more than 2 years)
## 1692    We have well established ML methods (i.e., models in production for more than 2 years)
## 1693                                                                                      <NA>
## 1694                                                                                      <NA>
## 1695   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1696   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1697 We use ML methods for generating insights (but do not put working models into production)
## 1698   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1699   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1700                 We are exploring ML methods (and may one day put a model into production)
## 1701    We have well established ML methods (i.e., models in production for more than 2 years)
## 1702                                                                                      <NA>
## 1703                 We are exploring ML methods (and may one day put a model into production)
## 1704   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1705                                                             No (we do not use ML methods)
## 1706                 We are exploring ML methods (and may one day put a model into production)
## 1707 We use ML methods for generating insights (but do not put working models into production)
## 1708                 We are exploring ML methods (and may one day put a model into production)
## 1709   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1710                                                                                      <NA>
## 1711                                                                                      <NA>
## 1712                 We are exploring ML methods (and may one day put a model into production)
## 1713                 We are exploring ML methods (and may one day put a model into production)
## 1714    We have well established ML methods (i.e., models in production for more than 2 years)
## 1715   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1716    We have well established ML methods (i.e., models in production for more than 2 years)
## 1717                 We are exploring ML methods (and may one day put a model into production)
## 1718    We have well established ML methods (i.e., models in production for more than 2 years)
## 1719                                                                                      <NA>
## 1720                 We are exploring ML methods (and may one day put a model into production)
## 1721                                                                             I do not know
## 1722   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1723    We have well established ML methods (i.e., models in production for more than 2 years)
## 1724                 We are exploring ML methods (and may one day put a model into production)
## 1725                                                                                      <NA>
## 1726                 We are exploring ML methods (and may one day put a model into production)
## 1727                                                                             I do not know
## 1728                 We are exploring ML methods (and may one day put a model into production)
## 1729                                                                                      <NA>
## 1730   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1731                                                                             I do not know
## 1732    We have well established ML methods (i.e., models in production for more than 2 years)
## 1733   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1734                 We are exploring ML methods (and may one day put a model into production)
## 1735                                                             No (we do not use ML methods)
## 1736                                                                             I do not know
## 1737                 We are exploring ML methods (and may one day put a model into production)
## 1738                                                                             I do not know
## 1739   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1740                                                             No (we do not use ML methods)
## 1741                                                                                      <NA>
## 1742                                                                                      <NA>
## 1743                                                                                      <NA>
## 1744 We use ML methods for generating insights (but do not put working models into production)
## 1745    We have well established ML methods (i.e., models in production for more than 2 years)
## 1746                 We are exploring ML methods (and may one day put a model into production)
## 1747                                                                                      <NA>
## 1748                                                             No (we do not use ML methods)
## 1749                 We are exploring ML methods (and may one day put a model into production)
## 1750    We have well established ML methods (i.e., models in production for more than 2 years)
## 1751                                                                                      <NA>
## 1752   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1753   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1754   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1755                                                                                      <NA>
## 1756                                                                                      <NA>
## 1757                                                             No (we do not use ML methods)
## 1758                                                                             I do not know
## 1759 We use ML methods for generating insights (but do not put working models into production)
## 1760                                                                             I do not know
## 1761                 We are exploring ML methods (and may one day put a model into production)
## 1762 We use ML methods for generating insights (but do not put working models into production)
## 1763                 We are exploring ML methods (and may one day put a model into production)
## 1764                                                             No (we do not use ML methods)
## 1765   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1766                                                                             I do not know
## 1767                                                                                      <NA>
## 1768 We use ML methods for generating insights (but do not put working models into production)
## 1769   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1770 We use ML methods for generating insights (but do not put working models into production)
## 1771                 We are exploring ML methods (and may one day put a model into production)
## 1772                                                                                      <NA>
## 1773                                                                                      <NA>
## 1774                                                                                      <NA>
## 1775    We have well established ML methods (i.e., models in production for more than 2 years)
## 1776 We use ML methods for generating insights (but do not put working models into production)
## 1777 We use ML methods for generating insights (but do not put working models into production)
## 1778                 We are exploring ML methods (and may one day put a model into production)
## 1779                                                             No (we do not use ML methods)
## 1780                 We are exploring ML methods (and may one day put a model into production)
## 1781                                                                                      <NA>
## 1782 We use ML methods for generating insights (but do not put working models into production)
## 1783                                                                                      <NA>
## 1784                                                             No (we do not use ML methods)
## 1785    We have well established ML methods (i.e., models in production for more than 2 years)
## 1786 We use ML methods for generating insights (but do not put working models into production)
## 1787                                                                             I do not know
## 1788                                                                             I do not know
## 1789                 We are exploring ML methods (and may one day put a model into production)
## 1790    We have well established ML methods (i.e., models in production for more than 2 years)
## 1791   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1792                 We are exploring ML methods (and may one day put a model into production)
## 1793 We use ML methods for generating insights (but do not put working models into production)
## 1794    We have well established ML methods (i.e., models in production for more than 2 years)
## 1795                                                             No (we do not use ML methods)
## 1796                 We are exploring ML methods (and may one day put a model into production)
## 1797                                                                             I do not know
## 1798                                                                             I do not know
## 1799   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1800                                                                                      <NA>
## 1801    We have well established ML methods (i.e., models in production for more than 2 years)
## 1802                                                                                      <NA>
## 1803    We have well established ML methods (i.e., models in production for more than 2 years)
## 1804                                                                                      <NA>
## 1805    We have well established ML methods (i.e., models in production for more than 2 years)
## 1806   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1807                                                             No (we do not use ML methods)
## 1808                                                                                      <NA>
## 1809 We use ML methods for generating insights (but do not put working models into production)
## 1810                                                                                      <NA>
## 1811                                                             No (we do not use ML methods)
## 1812                                                                                      <NA>
## 1813                 We are exploring ML methods (and may one day put a model into production)
## 1814                                                             No (we do not use ML methods)
## 1815                                                                                      <NA>
## 1816                                                                                      <NA>
## 1817   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1818                                                             No (we do not use ML methods)
## 1819                                                                             I do not know
## 1820    We have well established ML methods (i.e., models in production for more than 2 years)
## 1821                                                                                      <NA>
## 1822                                                             No (we do not use ML methods)
## 1823                 We are exploring ML methods (and may one day put a model into production)
## 1824                 We are exploring ML methods (and may one day put a model into production)
## 1825    We have well established ML methods (i.e., models in production for more than 2 years)
## 1826                                                             No (we do not use ML methods)
## 1827    We have well established ML methods (i.e., models in production for more than 2 years)
## 1828                                                                                      <NA>
## 1829                                                             No (we do not use ML methods)
## 1830    We have well established ML methods (i.e., models in production for more than 2 years)
## 1831    We have well established ML methods (i.e., models in production for more than 2 years)
## 1832   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1833   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1834                                                                             I do not know
## 1835                                                                                      <NA>
## 1836                                                                                      <NA>
## 1837                                                                                      <NA>
## 1838                                                             No (we do not use ML methods)
## 1839                 We are exploring ML methods (and may one day put a model into production)
## 1840                 We are exploring ML methods (and may one day put a model into production)
## 1841                                                                                      <NA>
## 1842                 We are exploring ML methods (and may one day put a model into production)
## 1843                 We are exploring ML methods (and may one day put a model into production)
## 1844                                                                                      <NA>
## 1845   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1846                                                                                      <NA>
## 1847 We use ML methods for generating insights (but do not put working models into production)
## 1848    We have well established ML methods (i.e., models in production for more than 2 years)
## 1849                                                                                      <NA>
## 1850    We have well established ML methods (i.e., models in production for more than 2 years)
## 1851                                                             No (we do not use ML methods)
## 1852 We use ML methods for generating insights (but do not put working models into production)
## 1853                 We are exploring ML methods (and may one day put a model into production)
## 1854   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1855                                                             No (we do not use ML methods)
## 1856                                                                             I do not know
## 1857    We have well established ML methods (i.e., models in production for more than 2 years)
## 1858    We have well established ML methods (i.e., models in production for more than 2 years)
## 1859   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1860 We use ML methods for generating insights (but do not put working models into production)
## 1861    We have well established ML methods (i.e., models in production for more than 2 years)
## 1862                                                                                      <NA>
## 1863                                                                                      <NA>
## 1864   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1865   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1866 We use ML methods for generating insights (but do not put working models into production)
## 1867    We have well established ML methods (i.e., models in production for more than 2 years)
## 1868   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1869                                                             No (we do not use ML methods)
## 1870 We use ML methods for generating insights (but do not put working models into production)
## 1871    We have well established ML methods (i.e., models in production for more than 2 years)
## 1872                                                                                      <NA>
## 1873                                                                                      <NA>
## 1874                                                                                      <NA>
## 1875    We have well established ML methods (i.e., models in production for more than 2 years)
## 1876                                                             No (we do not use ML methods)
## 1877                                                             No (we do not use ML methods)
## 1878    We have well established ML methods (i.e., models in production for more than 2 years)
## 1879    We have well established ML methods (i.e., models in production for more than 2 years)
## 1880    We have well established ML methods (i.e., models in production for more than 2 years)
## 1881   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1882    We have well established ML methods (i.e., models in production for more than 2 years)
## 1883                                                             No (we do not use ML methods)
## 1884                                                                                      <NA>
## 1885    We have well established ML methods (i.e., models in production for more than 2 years)
## 1886                 We are exploring ML methods (and may one day put a model into production)
## 1887   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1888   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1889                                                                                      <NA>
## 1890                                                                                      <NA>
## 1891 We use ML methods for generating insights (but do not put working models into production)
## 1892                 We are exploring ML methods (and may one day put a model into production)
## 1893   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1894 We use ML methods for generating insights (but do not put working models into production)
## 1895                                                                                      <NA>
## 1896   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1897                                                                                      <NA>
## 1898    We have well established ML methods (i.e., models in production for more than 2 years)
## 1899 We use ML methods for generating insights (but do not put working models into production)
## 1900                                                                                      <NA>
## 1901   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1902                                                                             I do not know
## 1903 We use ML methods for generating insights (but do not put working models into production)
## 1904   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1905 We use ML methods for generating insights (but do not put working models into production)
## 1906                 We are exploring ML methods (and may one day put a model into production)
## 1907    We have well established ML methods (i.e., models in production for more than 2 years)
## 1908    We have well established ML methods (i.e., models in production for more than 2 years)
## 1909                 We are exploring ML methods (and may one day put a model into production)
## 1910    We have well established ML methods (i.e., models in production for more than 2 years)
## 1911                                                                                      <NA>
## 1912                                                             No (we do not use ML methods)
## 1913                 We are exploring ML methods (and may one day put a model into production)
## 1914   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1915                 We are exploring ML methods (and may one day put a model into production)
## 1916                 We are exploring ML methods (and may one day put a model into production)
## 1917   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1918   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1919                                                                                      <NA>
## 1920                                                                             I do not know
## 1921   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1922                                                             No (we do not use ML methods)
## 1923    We have well established ML methods (i.e., models in production for more than 2 years)
## 1924   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1925   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1926                                                                                      <NA>
## 1927                 We are exploring ML methods (and may one day put a model into production)
## 1928                                                                                      <NA>
## 1929    We have well established ML methods (i.e., models in production for more than 2 years)
## 1930                                                                                      <NA>
## 1931                                                                             I do not know
## 1932                                                                                      <NA>
## 1933 We use ML methods for generating insights (but do not put working models into production)
## 1934                                                             No (we do not use ML methods)
## 1935    We have well established ML methods (i.e., models in production for more than 2 years)
## 1936    We have well established ML methods (i.e., models in production for more than 2 years)
## 1937   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1938 We use ML methods for generating insights (but do not put working models into production)
## 1939                                                             No (we do not use ML methods)
## 1940                 We are exploring ML methods (and may one day put a model into production)
## 1941 We use ML methods for generating insights (but do not put working models into production)
## 1942                 We are exploring ML methods (and may one day put a model into production)
## 1943                                                                                      <NA>
## 1944   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1945                                                                                      <NA>
## 1946                 We are exploring ML methods (and may one day put a model into production)
## 1947    We have well established ML methods (i.e., models in production for more than 2 years)
## 1948 We use ML methods for generating insights (but do not put working models into production)
## 1949                 We are exploring ML methods (and may one day put a model into production)
## 1950                 We are exploring ML methods (and may one day put a model into production)
## 1951   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1952                                                                             I do not know
## 1953   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1954    We have well established ML methods (i.e., models in production for more than 2 years)
## 1955                 We are exploring ML methods (and may one day put a model into production)
## 1956                 We are exploring ML methods (and may one day put a model into production)
## 1957                                                                             I do not know
## 1958   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1959                                                             No (we do not use ML methods)
## 1960                                                                                      <NA>
## 1961                 We are exploring ML methods (and may one day put a model into production)
## 1962    We have well established ML methods (i.e., models in production for more than 2 years)
## 1963 We use ML methods for generating insights (but do not put working models into production)
## 1964   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1965                                                             No (we do not use ML methods)
## 1966   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1967                                                                                      <NA>
## 1968                                                                             I do not know
## 1969                                                                                      <NA>
## 1970    We have well established ML methods (i.e., models in production for more than 2 years)
## 1971                                                             No (we do not use ML methods)
## 1972   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1973                                                                                      <NA>
## 1974                                                             No (we do not use ML methods)
## 1975   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1976    We have well established ML methods (i.e., models in production for more than 2 years)
## 1977                 We are exploring ML methods (and may one day put a model into production)
## 1978                                                                                      <NA>
## 1979                                                                                      <NA>
## 1980                                                                                      <NA>
## 1981                                                                             I do not know
## 1982                                                                                      <NA>
## 1983                                                                                      <NA>
## 1984    We have well established ML methods (i.e., models in production for more than 2 years)
## 1985                                                             No (we do not use ML methods)
## 1986                                                             No (we do not use ML methods)
## 1987                 We are exploring ML methods (and may one day put a model into production)
## 1988                                                             No (we do not use ML methods)
## 1989   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1990                                                             No (we do not use ML methods)
## 1991                                                                                      <NA>
## 1992   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1993 We use ML methods for generating insights (but do not put working models into production)
## 1994                                                             No (we do not use ML methods)
## 1995    We have well established ML methods (i.e., models in production for more than 2 years)
## 1996                                                                                      <NA>
## 1997   We recently started using ML methods (i.e., models in production for less than 2 years)
## 1998    We have well established ML methods (i.e., models in production for more than 2 years)
## 1999   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2000                                                             No (we do not use ML methods)
## 2001    We have well established ML methods (i.e., models in production for more than 2 years)
## 2002    We have well established ML methods (i.e., models in production for more than 2 years)
## 2003                 We are exploring ML methods (and may one day put a model into production)
## 2004                                                             No (we do not use ML methods)
## 2005   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2006    We have well established ML methods (i.e., models in production for more than 2 years)
## 2007    We have well established ML methods (i.e., models in production for more than 2 years)
## 2008                                                             No (we do not use ML methods)
## 2009                                                                                      <NA>
## 2010                 We are exploring ML methods (and may one day put a model into production)
## 2011                                                                                      <NA>
## 2012                                                                                      <NA>
## 2013                 We are exploring ML methods (and may one day put a model into production)
## 2014                                                                                      <NA>
## 2015                 We are exploring ML methods (and may one day put a model into production)
## 2016                 We are exploring ML methods (and may one day put a model into production)
## 2017                 We are exploring ML methods (and may one day put a model into production)
## 2018 We use ML methods for generating insights (but do not put working models into production)
## 2019   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2020                 We are exploring ML methods (and may one day put a model into production)
## 2021                 We are exploring ML methods (and may one day put a model into production)
## 2022                 We are exploring ML methods (and may one day put a model into production)
## 2023                                                                                      <NA>
## 2024                                                                             I do not know
## 2025                 We are exploring ML methods (and may one day put a model into production)
## 2026                 We are exploring ML methods (and may one day put a model into production)
## 2027                                                                             I do not know
## 2028                                                             No (we do not use ML methods)
## 2029                                                                                      <NA>
## 2030 We use ML methods for generating insights (but do not put working models into production)
## 2031 We use ML methods for generating insights (but do not put working models into production)
## 2032                                                                                      <NA>
## 2033 We use ML methods for generating insights (but do not put working models into production)
## 2034                                                                                      <NA>
## 2035   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2036                                                             No (we do not use ML methods)
## 2037                                                                                      <NA>
## 2038    We have well established ML methods (i.e., models in production for more than 2 years)
## 2039   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2040    We have well established ML methods (i.e., models in production for more than 2 years)
## 2041                                                                             I do not know
## 2042                                                                                      <NA>
## 2043                 We are exploring ML methods (and may one day put a model into production)
## 2044 We use ML methods for generating insights (but do not put working models into production)
## 2045                                                             No (we do not use ML methods)
## 2046                                                             No (we do not use ML methods)
## 2047    We have well established ML methods (i.e., models in production for more than 2 years)
## 2048                 We are exploring ML methods (and may one day put a model into production)
## 2049                                                                                      <NA>
## 2050                                                                                      <NA>
## 2051    We have well established ML methods (i.e., models in production for more than 2 years)
## 2052                                                                                      <NA>
## 2053   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2054    We have well established ML methods (i.e., models in production for more than 2 years)
## 2055    We have well established ML methods (i.e., models in production for more than 2 years)
## 2056   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2057    We have well established ML methods (i.e., models in production for more than 2 years)
## 2058                                                                             I do not know
## 2059                                                             No (we do not use ML methods)
## 2060                                                                                      <NA>
## 2061                                                                                      <NA>
## 2062                                                             No (we do not use ML methods)
## 2063    We have well established ML methods (i.e., models in production for more than 2 years)
## 2064                                                                                      <NA>
## 2065                                                             No (we do not use ML methods)
## 2066    We have well established ML methods (i.e., models in production for more than 2 years)
## 2067   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2068                 We are exploring ML methods (and may one day put a model into production)
## 2069                                                                                      <NA>
## 2070   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2071    We have well established ML methods (i.e., models in production for more than 2 years)
## 2072   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2073    We have well established ML methods (i.e., models in production for more than 2 years)
## 2074                                                             No (we do not use ML methods)
## 2075                 We are exploring ML methods (and may one day put a model into production)
## 2076    We have well established ML methods (i.e., models in production for more than 2 years)
## 2077                 We are exploring ML methods (and may one day put a model into production)
## 2078                 We are exploring ML methods (and may one day put a model into production)
## 2079                                                             No (we do not use ML methods)
## 2080 We use ML methods for generating insights (but do not put working models into production)
## 2081                                                                                      <NA>
## 2082   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2083                                                             No (we do not use ML methods)
## 2084   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2085    We have well established ML methods (i.e., models in production for more than 2 years)
## 2086    We have well established ML methods (i.e., models in production for more than 2 years)
## 2087                                                                             I do not know
## 2088                                                             No (we do not use ML methods)
## 2089                                                             No (we do not use ML methods)
## 2090                 We are exploring ML methods (and may one day put a model into production)
## 2091                                                             No (we do not use ML methods)
## 2092                 We are exploring ML methods (and may one day put a model into production)
## 2093                                                                                      <NA>
## 2094                 We are exploring ML methods (and may one day put a model into production)
## 2095                                                                                      <NA>
## 2096    We have well established ML methods (i.e., models in production for more than 2 years)
## 2097                                                                                      <NA>
## 2098    We have well established ML methods (i.e., models in production for more than 2 years)
## 2099                                                             No (we do not use ML methods)
## 2100 We use ML methods for generating insights (but do not put working models into production)
## 2101 We use ML methods for generating insights (but do not put working models into production)
## 2102                                                                                      <NA>
## 2103    We have well established ML methods (i.e., models in production for more than 2 years)
## 2104 We use ML methods for generating insights (but do not put working models into production)
## 2105 We use ML methods for generating insights (but do not put working models into production)
## 2106 We use ML methods for generating insights (but do not put working models into production)
## 2107                                                             No (we do not use ML methods)
## 2108                                                             No (we do not use ML methods)
## 2109                 We are exploring ML methods (and may one day put a model into production)
## 2110                 We are exploring ML methods (and may one day put a model into production)
## 2111                 We are exploring ML methods (and may one day put a model into production)
## 2112                                                                                      <NA>
## 2113                                                                             I do not know
## 2114                                                             No (we do not use ML methods)
## 2115    We have well established ML methods (i.e., models in production for more than 2 years)
## 2116                                                                                      <NA>
## 2117                                                                                      <NA>
## 2118                                                                                      <NA>
## 2119    We have well established ML methods (i.e., models in production for more than 2 years)
## 2120 We use ML methods for generating insights (but do not put working models into production)
## 2121                 We are exploring ML methods (and may one day put a model into production)
## 2122                                                                                      <NA>
## 2123                                                             No (we do not use ML methods)
## 2124   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2125                                                                                      <NA>
## 2126 We use ML methods for generating insights (but do not put working models into production)
## 2127                                                             No (we do not use ML methods)
## 2128   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2129    We have well established ML methods (i.e., models in production for more than 2 years)
## 2130                                                                                      <NA>
## 2131                                                                                      <NA>
## 2132    We have well established ML methods (i.e., models in production for more than 2 years)
## 2133                 We are exploring ML methods (and may one day put a model into production)
## 2134                                                                                      <NA>
## 2135                                                             No (we do not use ML methods)
## 2136    We have well established ML methods (i.e., models in production for more than 2 years)
## 2137    We have well established ML methods (i.e., models in production for more than 2 years)
## 2138                 We are exploring ML methods (and may one day put a model into production)
## 2139                                                                                      <NA>
## 2140                                                             No (we do not use ML methods)
## 2141    We have well established ML methods (i.e., models in production for more than 2 years)
## 2142                                                                                      <NA>
## 2143    We have well established ML methods (i.e., models in production for more than 2 years)
## 2144                 We are exploring ML methods (and may one day put a model into production)
## 2145                                                                                      <NA>
## 2146                 We are exploring ML methods (and may one day put a model into production)
## 2147    We have well established ML methods (i.e., models in production for more than 2 years)
## 2148                                                                             I do not know
## 2149                 We are exploring ML methods (and may one day put a model into production)
## 2150                                                                                      <NA>
## 2151 We use ML methods for generating insights (but do not put working models into production)
## 2152   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2153 We use ML methods for generating insights (but do not put working models into production)
## 2154                                                                                      <NA>
## 2155   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2156                                                                                      <NA>
## 2157                                                                                      <NA>
## 2158    We have well established ML methods (i.e., models in production for more than 2 years)
## 2159                                                             No (we do not use ML methods)
## 2160                                                             No (we do not use ML methods)
## 2161                                                             No (we do not use ML methods)
## 2162    We have well established ML methods (i.e., models in production for more than 2 years)
## 2163                                                             No (we do not use ML methods)
## 2164   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2165 We use ML methods for generating insights (but do not put working models into production)
## 2166   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2167   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2168                 We are exploring ML methods (and may one day put a model into production)
## 2169                 We are exploring ML methods (and may one day put a model into production)
## 2170    We have well established ML methods (i.e., models in production for more than 2 years)
## 2171                                                                                      <NA>
## 2172                 We are exploring ML methods (and may one day put a model into production)
## 2173                                                                                      <NA>
## 2174                                                                                      <NA>
## 2175                 We are exploring ML methods (and may one day put a model into production)
## 2176                                                                                      <NA>
## 2177   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2178                 We are exploring ML methods (and may one day put a model into production)
## 2179    We have well established ML methods (i.e., models in production for more than 2 years)
## 2180    We have well established ML methods (i.e., models in production for more than 2 years)
## 2181   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2182                 We are exploring ML methods (and may one day put a model into production)
## 2183                 We are exploring ML methods (and may one day put a model into production)
## 2184                                                                                      <NA>
## 2185 We use ML methods for generating insights (but do not put working models into production)
## 2186 We use ML methods for generating insights (but do not put working models into production)
## 2187                                                                                      <NA>
## 2188    We have well established ML methods (i.e., models in production for more than 2 years)
## 2189    We have well established ML methods (i.e., models in production for more than 2 years)
## 2190                                                                                      <NA>
## 2191   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2192                                                             No (we do not use ML methods)
## 2193                                                                                      <NA>
## 2194    We have well established ML methods (i.e., models in production for more than 2 years)
## 2195    We have well established ML methods (i.e., models in production for more than 2 years)
## 2196   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2197                                                             No (we do not use ML methods)
## 2198                                                                                      <NA>
## 2199                 We are exploring ML methods (and may one day put a model into production)
## 2200 We use ML methods for generating insights (but do not put working models into production)
## 2201                                                             No (we do not use ML methods)
## 2202    We have well established ML methods (i.e., models in production for more than 2 years)
## 2203 We use ML methods for generating insights (but do not put working models into production)
## 2204                 We are exploring ML methods (and may one day put a model into production)
## 2205    We have well established ML methods (i.e., models in production for more than 2 years)
## 2206   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2207                 We are exploring ML methods (and may one day put a model into production)
## 2208    We have well established ML methods (i.e., models in production for more than 2 years)
## 2209    We have well established ML methods (i.e., models in production for more than 2 years)
## 2210    We have well established ML methods (i.e., models in production for more than 2 years)
## 2211                                                             No (we do not use ML methods)
## 2212    We have well established ML methods (i.e., models in production for more than 2 years)
## 2213   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2214                                                             No (we do not use ML methods)
## 2215                                                                                      <NA>
## 2216   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2217    We have well established ML methods (i.e., models in production for more than 2 years)
## 2218    We have well established ML methods (i.e., models in production for more than 2 years)
## 2219   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2220   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2221                                                             No (we do not use ML methods)
## 2222    We have well established ML methods (i.e., models in production for more than 2 years)
## 2223 We use ML methods for generating insights (but do not put working models into production)
## 2224    We have well established ML methods (i.e., models in production for more than 2 years)
## 2225                                                                             I do not know
## 2226                                                             No (we do not use ML methods)
## 2227 We use ML methods for generating insights (but do not put working models into production)
## 2228                 We are exploring ML methods (and may one day put a model into production)
## 2229    We have well established ML methods (i.e., models in production for more than 2 years)
## 2230    We have well established ML methods (i.e., models in production for more than 2 years)
## 2231   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2232                                                                                      <NA>
## 2233 We use ML methods for generating insights (but do not put working models into production)
## 2234                                                                                      <NA>
## 2235                                                                                      <NA>
## 2236   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2237 We use ML methods for generating insights (but do not put working models into production)
## 2238    We have well established ML methods (i.e., models in production for more than 2 years)
## 2239                                                                                      <NA>
## 2240                                                                                      <NA>
## 2241   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2242 We use ML methods for generating insights (but do not put working models into production)
## 2243    We have well established ML methods (i.e., models in production for more than 2 years)
## 2244 We use ML methods for generating insights (but do not put working models into production)
## 2245                                                             No (we do not use ML methods)
## 2246                                                             No (we do not use ML methods)
## 2247                                                             No (we do not use ML methods)
## 2248                                                                                      <NA>
## 2249   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2250                                                                                      <NA>
## 2251                                                                                      <NA>
## 2252                                                             No (we do not use ML methods)
## 2253 We use ML methods for generating insights (but do not put working models into production)
## 2254 We use ML methods for generating insights (but do not put working models into production)
## 2255   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2256                                                             No (we do not use ML methods)
## 2257                 We are exploring ML methods (and may one day put a model into production)
## 2258                                                             No (we do not use ML methods)
## 2259                 We are exploring ML methods (and may one day put a model into production)
## 2260                                                                                      <NA>
## 2261    We have well established ML methods (i.e., models in production for more than 2 years)
## 2262 We use ML methods for generating insights (but do not put working models into production)
## 2263                                                                             I do not know
## 2264                                                                                      <NA>
## 2265   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2266                                                                                      <NA>
## 2267                                                             No (we do not use ML methods)
## 2268                                                                                      <NA>
## 2269   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2270    We have well established ML methods (i.e., models in production for more than 2 years)
## 2271    We have well established ML methods (i.e., models in production for more than 2 years)
## 2272                                                                                      <NA>
## 2273                                                                                      <NA>
## 2274 We use ML methods for generating insights (but do not put working models into production)
## 2275                                                             No (we do not use ML methods)
## 2276                                                             No (we do not use ML methods)
## 2277    We have well established ML methods (i.e., models in production for more than 2 years)
## 2278                                                                                      <NA>
## 2279    We have well established ML methods (i.e., models in production for more than 2 years)
## 2280                                                             No (we do not use ML methods)
## 2281    We have well established ML methods (i.e., models in production for more than 2 years)
## 2282                                                                                      <NA>
## 2283                                                             No (we do not use ML methods)
## 2284                                                                                      <NA>
## 2285                                                             No (we do not use ML methods)
## 2286   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2287 We use ML methods for generating insights (but do not put working models into production)
## 2288                 We are exploring ML methods (and may one day put a model into production)
## 2289   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2290                                                             No (we do not use ML methods)
## 2291                                                                             I do not know
## 2292   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2293                 We are exploring ML methods (and may one day put a model into production)
## 2294                                                             No (we do not use ML methods)
## 2295 We use ML methods for generating insights (but do not put working models into production)
## 2296                 We are exploring ML methods (and may one day put a model into production)
## 2297                                                                                      <NA>
## 2298 We use ML methods for generating insights (but do not put working models into production)
## 2299    We have well established ML methods (i.e., models in production for more than 2 years)
## 2300                                                             No (we do not use ML methods)
## 2301                 We are exploring ML methods (and may one day put a model into production)
## 2302                 We are exploring ML methods (and may one day put a model into production)
## 2303    We have well established ML methods (i.e., models in production for more than 2 years)
## 2304   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2305                                                             No (we do not use ML methods)
## 2306   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2307 We use ML methods for generating insights (but do not put working models into production)
## 2308    We have well established ML methods (i.e., models in production for more than 2 years)
## 2309                                                                             I do not know
## 2310                                                                                      <NA>
## 2311                                                             No (we do not use ML methods)
## 2312                                                                                      <NA>
## 2313   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2314                 We are exploring ML methods (and may one day put a model into production)
## 2315   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2316    We have well established ML methods (i.e., models in production for more than 2 years)
## 2317    We have well established ML methods (i.e., models in production for more than 2 years)
## 2318    We have well established ML methods (i.e., models in production for more than 2 years)
## 2319                                                                                      <NA>
## 2320                                                                                      <NA>
## 2321 We use ML methods for generating insights (but do not put working models into production)
## 2322   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2323    We have well established ML methods (i.e., models in production for more than 2 years)
## 2324                                                                                      <NA>
## 2325    We have well established ML methods (i.e., models in production for more than 2 years)
## 2326    We have well established ML methods (i.e., models in production for more than 2 years)
## 2327    We have well established ML methods (i.e., models in production for more than 2 years)
## 2328    We have well established ML methods (i.e., models in production for more than 2 years)
## 2329                 We are exploring ML methods (and may one day put a model into production)
## 2330                                                                                      <NA>
## 2331   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2332   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2333                                                             No (we do not use ML methods)
## 2334                                                             No (we do not use ML methods)
## 2335                                                                                      <NA>
## 2336                                                                                      <NA>
## 2337                                                             No (we do not use ML methods)
## 2338                 We are exploring ML methods (and may one day put a model into production)
## 2339                 We are exploring ML methods (and may one day put a model into production)
## 2340                                                             No (we do not use ML methods)
## 2341   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2342    We have well established ML methods (i.e., models in production for more than 2 years)
## 2343 We use ML methods for generating insights (but do not put working models into production)
## 2344                                                                                      <NA>
## 2345                                                                                      <NA>
## 2346                                                                                      <NA>
## 2347                                                                                      <NA>
## 2348                                                                                      <NA>
## 2349                                                                             I do not know
## 2350                                                                                      <NA>
## 2351    We have well established ML methods (i.e., models in production for more than 2 years)
## 2352                 We are exploring ML methods (and may one day put a model into production)
## 2353   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2354                                                             No (we do not use ML methods)
## 2355                                                             No (we do not use ML methods)
## 2356    We have well established ML methods (i.e., models in production for more than 2 years)
## 2357                                                                                      <NA>
## 2358                 We are exploring ML methods (and may one day put a model into production)
## 2359    We have well established ML methods (i.e., models in production for more than 2 years)
## 2360                                                             No (we do not use ML methods)
## 2361                 We are exploring ML methods (and may one day put a model into production)
## 2362                 We are exploring ML methods (and may one day put a model into production)
## 2363    We have well established ML methods (i.e., models in production for more than 2 years)
## 2364                                                             No (we do not use ML methods)
## 2365                                                                                      <NA>
## 2366 We use ML methods for generating insights (but do not put working models into production)
## 2367   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2368                                                                                      <NA>
## 2369                                                                             I do not know
## 2370   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2371    We have well established ML methods (i.e., models in production for more than 2 years)
## 2372                                                                                      <NA>
## 2373                 We are exploring ML methods (and may one day put a model into production)
## 2374   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2375                 We are exploring ML methods (and may one day put a model into production)
## 2376                                                             No (we do not use ML methods)
## 2377   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2378                                                             No (we do not use ML methods)
## 2379   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2380                                                                                      <NA>
## 2381                 We are exploring ML methods (and may one day put a model into production)
## 2382    We have well established ML methods (i.e., models in production for more than 2 years)
## 2383    We have well established ML methods (i.e., models in production for more than 2 years)
## 2384                 We are exploring ML methods (and may one day put a model into production)
## 2385 We use ML methods for generating insights (but do not put working models into production)
## 2386    We have well established ML methods (i.e., models in production for more than 2 years)
## 2387                 We are exploring ML methods (and may one day put a model into production)
## 2388                                                                                      <NA>
## 2389   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2390                                                                                      <NA>
## 2391    We have well established ML methods (i.e., models in production for more than 2 years)
## 2392                                                                             I do not know
## 2393                                                             No (we do not use ML methods)
## 2394 We use ML methods for generating insights (but do not put working models into production)
## 2395                 We are exploring ML methods (and may one day put a model into production)
## 2396    We have well established ML methods (i.e., models in production for more than 2 years)
## 2397                                                                                      <NA>
## 2398   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2399                                                                                      <NA>
## 2400                                                                                      <NA>
## 2401   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2402 We use ML methods for generating insights (but do not put working models into production)
## 2403                                                                                      <NA>
## 2404                 We are exploring ML methods (and may one day put a model into production)
## 2405                                                                                      <NA>
## 2406   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2407                 We are exploring ML methods (and may one day put a model into production)
## 2408                                                                             I do not know
## 2409                                                                                      <NA>
## 2410                 We are exploring ML methods (and may one day put a model into production)
## 2411 We use ML methods for generating insights (but do not put working models into production)
## 2412   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2413 We use ML methods for generating insights (but do not put working models into production)
## 2414   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2415 We use ML methods for generating insights (but do not put working models into production)
## 2416                                                                             I do not know
## 2417   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2418   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2419                                                                                      <NA>
## 2420                                                                                      <NA>
## 2421                                                                                      <NA>
## 2422                                                                                      <NA>
## 2423   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2424    We have well established ML methods (i.e., models in production for more than 2 years)
## 2425    We have well established ML methods (i.e., models in production for more than 2 years)
## 2426                                                                                      <NA>
## 2427                 We are exploring ML methods (and may one day put a model into production)
## 2428                                                                                      <NA>
## 2429                 We are exploring ML methods (and may one day put a model into production)
## 2430    We have well established ML methods (i.e., models in production for more than 2 years)
## 2431                                                                             I do not know
## 2432                                                                                      <NA>
## 2433 We use ML methods for generating insights (but do not put working models into production)
## 2434                                                                                      <NA>
## 2435   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2436                 We are exploring ML methods (and may one day put a model into production)
## 2437                                                             No (we do not use ML methods)
## 2438 We use ML methods for generating insights (but do not put working models into production)
## 2439                                                             No (we do not use ML methods)
## 2440    We have well established ML methods (i.e., models in production for more than 2 years)
## 2441                                                                                      <NA>
## 2442                                                                                      <NA>
## 2443    We have well established ML methods (i.e., models in production for more than 2 years)
## 2444    We have well established ML methods (i.e., models in production for more than 2 years)
## 2445                                                                             I do not know
## 2446                                                             No (we do not use ML methods)
## 2447                                                                                      <NA>
## 2448   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2449 We use ML methods for generating insights (but do not put working models into production)
## 2450    We have well established ML methods (i.e., models in production for more than 2 years)
## 2451   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2452                                                             No (we do not use ML methods)
## 2453 We use ML methods for generating insights (but do not put working models into production)
## 2454                                                             No (we do not use ML methods)
## 2455 We use ML methods for generating insights (but do not put working models into production)
## 2456    We have well established ML methods (i.e., models in production for more than 2 years)
## 2457                                                                                      <NA>
## 2458                 We are exploring ML methods (and may one day put a model into production)
## 2459    We have well established ML methods (i.e., models in production for more than 2 years)
## 2460 We use ML methods for generating insights (but do not put working models into production)
## 2461                 We are exploring ML methods (and may one day put a model into production)
## 2462                                                             No (we do not use ML methods)
## 2463   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2464                 We are exploring ML methods (and may one day put a model into production)
## 2465                                                                             I do not know
## 2466    We have well established ML methods (i.e., models in production for more than 2 years)
## 2467                                                                                      <NA>
## 2468                 We are exploring ML methods (and may one day put a model into production)
## 2469                                                                             I do not know
## 2470                                                                                      <NA>
## 2471   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2472                                                                                      <NA>
## 2473    We have well established ML methods (i.e., models in production for more than 2 years)
## 2474                 We are exploring ML methods (and may one day put a model into production)
## 2475                                                                                      <NA>
## 2476   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2477   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2478                                                                                      <NA>
## 2479   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2480   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2481                 We are exploring ML methods (and may one day put a model into production)
## 2482                                                                             I do not know
## 2483                                                                                      <NA>
## 2484                                                                                      <NA>
## 2485                                                                                      <NA>
## 2486                 We are exploring ML methods (and may one day put a model into production)
## 2487 We use ML methods for generating insights (but do not put working models into production)
## 2488                                                                                      <NA>
## 2489                                                             No (we do not use ML methods)
## 2490    We have well established ML methods (i.e., models in production for more than 2 years)
## 2491                 We are exploring ML methods (and may one day put a model into production)
## 2492                                                             No (we do not use ML methods)
## 2493   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2494    We have well established ML methods (i.e., models in production for more than 2 years)
## 2495                                                                             I do not know
## 2496   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2497                                                                                      <NA>
## 2498 We use ML methods for generating insights (but do not put working models into production)
## 2499 We use ML methods for generating insights (but do not put working models into production)
## 2500                                                                                      <NA>
## 2501                                                             No (we do not use ML methods)
## 2502 We use ML methods for generating insights (but do not put working models into production)
## 2503                                                                                      <NA>
## 2504                                                             No (we do not use ML methods)
## 2505    We have well established ML methods (i.e., models in production for more than 2 years)
## 2506                                                                                      <NA>
## 2507                                                                             I do not know
## 2508                                                             No (we do not use ML methods)
## 2509                 We are exploring ML methods (and may one day put a model into production)
## 2510                                                             No (we do not use ML methods)
## 2511                                                                                      <NA>
## 2512                 We are exploring ML methods (and may one day put a model into production)
## 2513                 We are exploring ML methods (and may one day put a model into production)
## 2514   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2515                                                                                      <NA>
## 2516                                                                                      <NA>
## 2517                 We are exploring ML methods (and may one day put a model into production)
## 2518                                                                             I do not know
## 2519 We use ML methods for generating insights (but do not put working models into production)
## 2520                                                                                      <NA>
## 2521 We use ML methods for generating insights (but do not put working models into production)
## 2522   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2523 We use ML methods for generating insights (but do not put working models into production)
## 2524                                                             No (we do not use ML methods)
## 2525                 We are exploring ML methods (and may one day put a model into production)
## 2526                                                             No (we do not use ML methods)
## 2527                                                                             I do not know
## 2528                                                             No (we do not use ML methods)
## 2529    We have well established ML methods (i.e., models in production for more than 2 years)
## 2530                 We are exploring ML methods (and may one day put a model into production)
## 2531   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2532 We use ML methods for generating insights (but do not put working models into production)
## 2533                                                                             I do not know
## 2534 We use ML methods for generating insights (but do not put working models into production)
## 2535                 We are exploring ML methods (and may one day put a model into production)
## 2536                 We are exploring ML methods (and may one day put a model into production)
## 2537   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2538                                                                                      <NA>
## 2539                                                                                      <NA>
## 2540                                                                                      <NA>
## 2541   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2542                                                                                      <NA>
## 2543                                                                                      <NA>
## 2544                                                             No (we do not use ML methods)
## 2545 We use ML methods for generating insights (but do not put working models into production)
## 2546    We have well established ML methods (i.e., models in production for more than 2 years)
## 2547                 We are exploring ML methods (and may one day put a model into production)
## 2548    We have well established ML methods (i.e., models in production for more than 2 years)
## 2549                                                                                      <NA>
## 2550   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2551    We have well established ML methods (i.e., models in production for more than 2 years)
## 2552                 We are exploring ML methods (and may one day put a model into production)
## 2553                                                                             I do not know
## 2554   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2555   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2556   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2557   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2558   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2559 We use ML methods for generating insights (but do not put working models into production)
## 2560   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2561                 We are exploring ML methods (and may one day put a model into production)
## 2562                                                                                      <NA>
## 2563    We have well established ML methods (i.e., models in production for more than 2 years)
## 2564   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2565                                                                                      <NA>
## 2566                                                             No (we do not use ML methods)
## 2567                 We are exploring ML methods (and may one day put a model into production)
## 2568                 We are exploring ML methods (and may one day put a model into production)
## 2569   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2570                 We are exploring ML methods (and may one day put a model into production)
## 2571   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2572   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2573                 We are exploring ML methods (and may one day put a model into production)
## 2574                                                             No (we do not use ML methods)
## 2575   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2576                                                             No (we do not use ML methods)
## 2577   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2578    We have well established ML methods (i.e., models in production for more than 2 years)
## 2579                                                             No (we do not use ML methods)
## 2580                                                                                      <NA>
## 2581                 We are exploring ML methods (and may one day put a model into production)
## 2582    We have well established ML methods (i.e., models in production for more than 2 years)
## 2583 We use ML methods for generating insights (but do not put working models into production)
## 2584   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2585                                                             No (we do not use ML methods)
## 2586                                                             No (we do not use ML methods)
## 2587    We have well established ML methods (i.e., models in production for more than 2 years)
## 2588   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2589                                                             No (we do not use ML methods)
## 2590   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2591   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2592    We have well established ML methods (i.e., models in production for more than 2 years)
## 2593                                                                                      <NA>
## 2594                                                                                      <NA>
## 2595                                                             No (we do not use ML methods)
## 2596   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2597                                                                                      <NA>
## 2598                                                                                      <NA>
## 2599    We have well established ML methods (i.e., models in production for more than 2 years)
## 2600 We use ML methods for generating insights (but do not put working models into production)
## 2601 We use ML methods for generating insights (but do not put working models into production)
## 2602                                                             No (we do not use ML methods)
## 2603                                                                                      <NA>
## 2604    We have well established ML methods (i.e., models in production for more than 2 years)
## 2605    We have well established ML methods (i.e., models in production for more than 2 years)
## 2606 We use ML methods for generating insights (but do not put working models into production)
## 2607    We have well established ML methods (i.e., models in production for more than 2 years)
## 2608                                                                                      <NA>
## 2609                                                                                      <NA>
## 2610                                                                                      <NA>
## 2611                                                                                      <NA>
## 2612                                                             No (we do not use ML methods)
## 2613                                                                                      <NA>
## 2614                                                                                      <NA>
## 2615                                                             No (we do not use ML methods)
## 2616 We use ML methods for generating insights (but do not put working models into production)
## 2617    We have well established ML methods (i.e., models in production for more than 2 years)
## 2618   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2619                                                             No (we do not use ML methods)
## 2620                 We are exploring ML methods (and may one day put a model into production)
## 2621                                                                                      <NA>
## 2622                 We are exploring ML methods (and may one day put a model into production)
## 2623   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2624                                                                                      <NA>
## 2625                 We are exploring ML methods (and may one day put a model into production)
## 2626                                                             No (we do not use ML methods)
## 2627    We have well established ML methods (i.e., models in production for more than 2 years)
## 2628                 We are exploring ML methods (and may one day put a model into production)
## 2629                                                                                      <NA>
## 2630    We have well established ML methods (i.e., models in production for more than 2 years)
## 2631                                                                             I do not know
## 2632                                                                                      <NA>
## 2633    We have well established ML methods (i.e., models in production for more than 2 years)
## 2634                                                                                      <NA>
## 2635                                                             No (we do not use ML methods)
## 2636                                                             No (we do not use ML methods)
## 2637                                                                                      <NA>
## 2638                                                                                      <NA>
## 2639   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2640    We have well established ML methods (i.e., models in production for more than 2 years)
## 2641    We have well established ML methods (i.e., models in production for more than 2 years)
## 2642                                                                             I do not know
## 2643                 We are exploring ML methods (and may one day put a model into production)
## 2644                 We are exploring ML methods (and may one day put a model into production)
## 2645                 We are exploring ML methods (and may one day put a model into production)
## 2646                                                                             I do not know
## 2647                                                                                      <NA>
## 2648   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2649   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2650                                                                                      <NA>
## 2651   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2652    We have well established ML methods (i.e., models in production for more than 2 years)
## 2653 We use ML methods for generating insights (but do not put working models into production)
## 2654    We have well established ML methods (i.e., models in production for more than 2 years)
## 2655                 We are exploring ML methods (and may one day put a model into production)
## 2656                 We are exploring ML methods (and may one day put a model into production)
## 2657                                                             No (we do not use ML methods)
## 2658                                                                                      <NA>
## 2659 We use ML methods for generating insights (but do not put working models into production)
## 2660 We use ML methods for generating insights (but do not put working models into production)
## 2661                                                                                      <NA>
## 2662   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2663                                                                                      <NA>
## 2664                                                             No (we do not use ML methods)
## 2665   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2666    We have well established ML methods (i.e., models in production for more than 2 years)
## 2667                                                             No (we do not use ML methods)
## 2668                                                                             I do not know
## 2669                                                                                      <NA>
## 2670 We use ML methods for generating insights (but do not put working models into production)
## 2671                 We are exploring ML methods (and may one day put a model into production)
## 2672   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2673                                                                                      <NA>
## 2674    We have well established ML methods (i.e., models in production for more than 2 years)
## 2675                                                                                      <NA>
## 2676   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2677                                                                                      <NA>
## 2678                                                                                      <NA>
## 2679    We have well established ML methods (i.e., models in production for more than 2 years)
## 2680                                                             No (we do not use ML methods)
## 2681                                                                                      <NA>
## 2682                                                             No (we do not use ML methods)
## 2683                                                                                      <NA>
## 2684                                                                             I do not know
## 2685                                                                             I do not know
## 2686   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2687    We have well established ML methods (i.e., models in production for more than 2 years)
## 2688                                                             No (we do not use ML methods)
## 2689                 We are exploring ML methods (and may one day put a model into production)
## 2690 We use ML methods for generating insights (but do not put working models into production)
## 2691                 We are exploring ML methods (and may one day put a model into production)
## 2692                                                             No (we do not use ML methods)
## 2693                                                                                      <NA>
## 2694                 We are exploring ML methods (and may one day put a model into production)
## 2695    We have well established ML methods (i.e., models in production for more than 2 years)
## 2696 We use ML methods for generating insights (but do not put working models into production)
## 2697   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2698    We have well established ML methods (i.e., models in production for more than 2 years)
## 2699                                                                                      <NA>
## 2700 We use ML methods for generating insights (but do not put working models into production)
## 2701                                                                                      <NA>
## 2702   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2703                                                                                      <NA>
## 2704 We use ML methods for generating insights (but do not put working models into production)
## 2705                                                                             I do not know
## 2706    We have well established ML methods (i.e., models in production for more than 2 years)
## 2707                                                             No (we do not use ML methods)
## 2708                                                                                      <NA>
## 2709                 We are exploring ML methods (and may one day put a model into production)
## 2710   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2711    We have well established ML methods (i.e., models in production for more than 2 years)
## 2712                                                             No (we do not use ML methods)
## 2713    We have well established ML methods (i.e., models in production for more than 2 years)
## 2714 We use ML methods for generating insights (but do not put working models into production)
## 2715                                                             No (we do not use ML methods)
## 2716                                                                                      <NA>
## 2717                                                                                      <NA>
## 2718    We have well established ML methods (i.e., models in production for more than 2 years)
## 2719                 We are exploring ML methods (and may one day put a model into production)
## 2720                                                                                      <NA>
## 2721                 We are exploring ML methods (and may one day put a model into production)
## 2722    We have well established ML methods (i.e., models in production for more than 2 years)
## 2723   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2724                                                             No (we do not use ML methods)
## 2725                 We are exploring ML methods (and may one day put a model into production)
## 2726    We have well established ML methods (i.e., models in production for more than 2 years)
## 2727   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2728                                                             No (we do not use ML methods)
## 2729                                                                                      <NA>
## 2730                                                                                      <NA>
## 2731                                                                             I do not know
## 2732                 We are exploring ML methods (and may one day put a model into production)
## 2733    We have well established ML methods (i.e., models in production for more than 2 years)
## 2734                                                                                      <NA>
## 2735   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2736   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2737   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2738                                                                                      <NA>
## 2739                                                             No (we do not use ML methods)
## 2740                 We are exploring ML methods (and may one day put a model into production)
## 2741    We have well established ML methods (i.e., models in production for more than 2 years)
## 2742    We have well established ML methods (i.e., models in production for more than 2 years)
## 2743                                                                                      <NA>
## 2744    We have well established ML methods (i.e., models in production for more than 2 years)
## 2745    We have well established ML methods (i.e., models in production for more than 2 years)
## 2746                 We are exploring ML methods (and may one day put a model into production)
## 2747    We have well established ML methods (i.e., models in production for more than 2 years)
## 2748                                                                                      <NA>
## 2749    We have well established ML methods (i.e., models in production for more than 2 years)
## 2750                                                                                      <NA>
## 2751                 We are exploring ML methods (and may one day put a model into production)
## 2752   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2753    We have well established ML methods (i.e., models in production for more than 2 years)
## 2754 We use ML methods for generating insights (but do not put working models into production)
## 2755    We have well established ML methods (i.e., models in production for more than 2 years)
## 2756   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2757    We have well established ML methods (i.e., models in production for more than 2 years)
## 2758   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2759                 We are exploring ML methods (and may one day put a model into production)
## 2760                                                                             I do not know
## 2761                 We are exploring ML methods (and may one day put a model into production)
## 2762    We have well established ML methods (i.e., models in production for more than 2 years)
## 2763                                                                                      <NA>
## 2764                                                                                      <NA>
## 2765                                                             No (we do not use ML methods)
## 2766    We have well established ML methods (i.e., models in production for more than 2 years)
## 2767                                                             No (we do not use ML methods)
## 2768    We have well established ML methods (i.e., models in production for more than 2 years)
## 2769                                                             No (we do not use ML methods)
## 2770    We have well established ML methods (i.e., models in production for more than 2 years)
## 2771                                                                                      <NA>
## 2772    We have well established ML methods (i.e., models in production for more than 2 years)
## 2773 We use ML methods for generating insights (but do not put working models into production)
## 2774                                                                                      <NA>
## 2775                 We are exploring ML methods (and may one day put a model into production)
## 2776   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2777                                                                                      <NA>
## 2778                                                                                      <NA>
## 2779                                                                                      <NA>
## 2780                 We are exploring ML methods (and may one day put a model into production)
## 2781                                                             No (we do not use ML methods)
## 2782 We use ML methods for generating insights (but do not put working models into production)
## 2783                                                                                      <NA>
## 2784   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2785 We use ML methods for generating insights (but do not put working models into production)
## 2786    We have well established ML methods (i.e., models in production for more than 2 years)
## 2787 We use ML methods for generating insights (but do not put working models into production)
## 2788                                                                             I do not know
## 2789                                                                                      <NA>
## 2790   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2791                                                             No (we do not use ML methods)
## 2792                 We are exploring ML methods (and may one day put a model into production)
## 2793   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2794                                                                                      <NA>
## 2795                                                                                      <NA>
## 2796                                                             No (we do not use ML methods)
## 2797                                                             No (we do not use ML methods)
## 2798    We have well established ML methods (i.e., models in production for more than 2 years)
## 2799   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2800    We have well established ML methods (i.e., models in production for more than 2 years)
## 2801                 We are exploring ML methods (and may one day put a model into production)
## 2802    We have well established ML methods (i.e., models in production for more than 2 years)
## 2803    We have well established ML methods (i.e., models in production for more than 2 years)
## 2804    We have well established ML methods (i.e., models in production for more than 2 years)
## 2805   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2806    We have well established ML methods (i.e., models in production for more than 2 years)
## 2807    We have well established ML methods (i.e., models in production for more than 2 years)
## 2808                                                                                      <NA>
## 2809 We use ML methods for generating insights (but do not put working models into production)
## 2810                                                                                      <NA>
## 2811 We use ML methods for generating insights (but do not put working models into production)
## 2812   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2813 We use ML methods for generating insights (but do not put working models into production)
## 2814                                                             No (we do not use ML methods)
## 2815                                                                                      <NA>
## 2816                                                                             I do not know
## 2817                                                             No (we do not use ML methods)
## 2818    We have well established ML methods (i.e., models in production for more than 2 years)
## 2819                 We are exploring ML methods (and may one day put a model into production)
## 2820 We use ML methods for generating insights (but do not put working models into production)
## 2821                                                                             I do not know
## 2822                                                                                      <NA>
## 2823                                                                                      <NA>
## 2824   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2825                                                             No (we do not use ML methods)
## 2826                                                             No (we do not use ML methods)
## 2827                                                                                      <NA>
## 2828                                                                                      <NA>
## 2829                                                             No (we do not use ML methods)
## 2830                 We are exploring ML methods (and may one day put a model into production)
## 2831                                                                                      <NA>
## 2832 We use ML methods for generating insights (but do not put working models into production)
## 2833                 We are exploring ML methods (and may one day put a model into production)
## 2834    We have well established ML methods (i.e., models in production for more than 2 years)
## 2835                                                                                      <NA>
## 2836   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2837    We have well established ML methods (i.e., models in production for more than 2 years)
## 2838                                                                                      <NA>
## 2839                 We are exploring ML methods (and may one day put a model into production)
## 2840                                                                                      <NA>
## 2841                 We are exploring ML methods (and may one day put a model into production)
## 2842                                                                             I do not know
## 2843                                                             No (we do not use ML methods)
## 2844 We use ML methods for generating insights (but do not put working models into production)
## 2845                                                                                      <NA>
## 2846 We use ML methods for generating insights (but do not put working models into production)
## 2847                                                             No (we do not use ML methods)
## 2848                                                                                      <NA>
## 2849   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2850 We use ML methods for generating insights (but do not put working models into production)
## 2851                 We are exploring ML methods (and may one day put a model into production)
## 2852                                                                                      <NA>
## 2853 We use ML methods for generating insights (but do not put working models into production)
## 2854                                                             No (we do not use ML methods)
## 2855                                                                                      <NA>
## 2856                 We are exploring ML methods (and may one day put a model into production)
## 2857 We use ML methods for generating insights (but do not put working models into production)
## 2858   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2859                                                                                      <NA>
## 2860                                                                                      <NA>
## 2861                                                                                      <NA>
## 2862                                                             No (we do not use ML methods)
## 2863                                                             No (we do not use ML methods)
## 2864                                                                             I do not know
## 2865                                                             No (we do not use ML methods)
## 2866                                                                                      <NA>
## 2867                 We are exploring ML methods (and may one day put a model into production)
## 2868   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2869   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2870                                                                                      <NA>
## 2871                                                             No (we do not use ML methods)
## 2872    We have well established ML methods (i.e., models in production for more than 2 years)
## 2873                                                                                      <NA>
## 2874                                                                                      <NA>
## 2875                                                                             I do not know
## 2876                 We are exploring ML methods (and may one day put a model into production)
## 2877                                                             No (we do not use ML methods)
## 2878                                                             No (we do not use ML methods)
## 2879 We use ML methods for generating insights (but do not put working models into production)
## 2880                 We are exploring ML methods (and may one day put a model into production)
## 2881   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2882    We have well established ML methods (i.e., models in production for more than 2 years)
## 2883                                                                                      <NA>
## 2884                                                                                      <NA>
## 2885   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2886                                                             No (we do not use ML methods)
## 2887                                                             No (we do not use ML methods)
## 2888   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2889                 We are exploring ML methods (and may one day put a model into production)
## 2890                                                             No (we do not use ML methods)
## 2891   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2892    We have well established ML methods (i.e., models in production for more than 2 years)
## 2893    We have well established ML methods (i.e., models in production for more than 2 years)
## 2894                 We are exploring ML methods (and may one day put a model into production)
## 2895    We have well established ML methods (i.e., models in production for more than 2 years)
## 2896                                                                                      <NA>
## 2897                 We are exploring ML methods (and may one day put a model into production)
## 2898    We have well established ML methods (i.e., models in production for more than 2 years)
## 2899                                                                                      <NA>
## 2900                                                                                      <NA>
## 2901                                                                                      <NA>
## 2902                                                                                      <NA>
## 2903                                                                                      <NA>
## 2904                                                                                      <NA>
## 2905   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2906 We use ML methods for generating insights (but do not put working models into production)
## 2907    We have well established ML methods (i.e., models in production for more than 2 years)
## 2908                 We are exploring ML methods (and may one day put a model into production)
## 2909                 We are exploring ML methods (and may one day put a model into production)
## 2910   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2911                                                                                      <NA>
## 2912    We have well established ML methods (i.e., models in production for more than 2 years)
## 2913    We have well established ML methods (i.e., models in production for more than 2 years)
## 2914 We use ML methods for generating insights (but do not put working models into production)
## 2915                                                                                      <NA>
## 2916                 We are exploring ML methods (and may one day put a model into production)
## 2917    We have well established ML methods (i.e., models in production for more than 2 years)
## 2918    We have well established ML methods (i.e., models in production for more than 2 years)
## 2919                                                                             I do not know
## 2920                                                                                      <NA>
## 2921                 We are exploring ML methods (and may one day put a model into production)
## 2922 We use ML methods for generating insights (but do not put working models into production)
## 2923                 We are exploring ML methods (and may one day put a model into production)
## 2924                                                             No (we do not use ML methods)
## 2925                                                                             I do not know
## 2926                                                                                      <NA>
## 2927                                                                                      <NA>
## 2928                                                                                      <NA>
## 2929                                                                             I do not know
## 2930    We have well established ML methods (i.e., models in production for more than 2 years)
## 2931                                                                                      <NA>
## 2932 We use ML methods for generating insights (but do not put working models into production)
## 2933                                                                                      <NA>
## 2934 We use ML methods for generating insights (but do not put working models into production)
## 2935                                                                                      <NA>
## 2936                                                             No (we do not use ML methods)
## 2937                                                                                      <NA>
## 2938                                                                             I do not know
## 2939                                                                             I do not know
## 2940 We use ML methods for generating insights (but do not put working models into production)
## 2941   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2942                                                                             I do not know
## 2943                                                                                      <NA>
## 2944                 We are exploring ML methods (and may one day put a model into production)
## 2945                                                                             I do not know
## 2946                                                                                      <NA>
## 2947                                                                                      <NA>
## 2948    We have well established ML methods (i.e., models in production for more than 2 years)
## 2949                                                                                      <NA>
## 2950                                                                                      <NA>
## 2951                                                                                      <NA>
## 2952                                                             No (we do not use ML methods)
## 2953                                                                                      <NA>
## 2954                                                                                      <NA>
## 2955   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2956                                                             No (we do not use ML methods)
## 2957                                                             No (we do not use ML methods)
## 2958 We use ML methods for generating insights (but do not put working models into production)
## 2959 We use ML methods for generating insights (but do not put working models into production)
## 2960                 We are exploring ML methods (and may one day put a model into production)
## 2961    We have well established ML methods (i.e., models in production for more than 2 years)
## 2962   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2963 We use ML methods for generating insights (but do not put working models into production)
## 2964                                                             No (we do not use ML methods)
## 2965                                                                             I do not know
## 2966                                                                             I do not know
## 2967                                                                                      <NA>
## 2968    We have well established ML methods (i.e., models in production for more than 2 years)
## 2969                                                                                      <NA>
## 2970   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2971                                                                                      <NA>
## 2972                                                                                      <NA>
## 2973                                                                                      <NA>
## 2974                 We are exploring ML methods (and may one day put a model into production)
## 2975                                                                                      <NA>
## 2976   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2977                 We are exploring ML methods (and may one day put a model into production)
## 2978   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2979    We have well established ML methods (i.e., models in production for more than 2 years)
## 2980   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2981   We recently started using ML methods (i.e., models in production for less than 2 years)
## 2982                 We are exploring ML methods (and may one day put a model into production)
## 2983                 We are exploring ML methods (and may one day put a model into production)
## 2984                 We are exploring ML methods (and may one day put a model into production)
## 2985    We have well established ML methods (i.e., models in production for more than 2 years)
## 2986                                                                             I do not know
## 2987                                                                             I do not know
## 2988                                                                                      <NA>
## 2989                                                                                      <NA>
## 2990                 We are exploring ML methods (and may one day put a model into production)
## 2991                 We are exploring ML methods (and may one day put a model into production)
## 2992                                                                                      <NA>
## 2993                                                                                      <NA>
## 2994                                                             No (we do not use ML methods)
## 2995                                                                                      <NA>
## 2996                                                                                      <NA>
## 2997 We use ML methods for generating insights (but do not put working models into production)
## 2998                                                             No (we do not use ML methods)
## 2999                 We are exploring ML methods (and may one day put a model into production)
## 3000    We have well established ML methods (i.e., models in production for more than 2 years)
## 3001                 We are exploring ML methods (and may one day put a model into production)
## 3002    We have well established ML methods (i.e., models in production for more than 2 years)
## 3003 We use ML methods for generating insights (but do not put working models into production)
## 3004                 We are exploring ML methods (and may one day put a model into production)
## 3005                                                                                      <NA>
## 3006                                                             No (we do not use ML methods)
## 3007                 We are exploring ML methods (and may one day put a model into production)
## 3008    We have well established ML methods (i.e., models in production for more than 2 years)
## 3009   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3010 We use ML methods for generating insights (but do not put working models into production)
## 3011                                                             No (we do not use ML methods)
## 3012                                                                                      <NA>
## 3013    We have well established ML methods (i.e., models in production for more than 2 years)
## 3014    We have well established ML methods (i.e., models in production for more than 2 years)
## 3015                                                                             I do not know
## 3016                                                                                      <NA>
## 3017                 We are exploring ML methods (and may one day put a model into production)
## 3018                                                                                      <NA>
## 3019                 We are exploring ML methods (and may one day put a model into production)
## 3020                                                                                      <NA>
## 3021                                                                                      <NA>
## 3022                                                                                      <NA>
## 3023    We have well established ML methods (i.e., models in production for more than 2 years)
## 3024                                                             No (we do not use ML methods)
## 3025    We have well established ML methods (i.e., models in production for more than 2 years)
## 3026    We have well established ML methods (i.e., models in production for more than 2 years)
## 3027                                                             No (we do not use ML methods)
## 3028 We use ML methods for generating insights (but do not put working models into production)
## 3029                                                             No (we do not use ML methods)
## 3030                 We are exploring ML methods (and may one day put a model into production)
## 3031 We use ML methods for generating insights (but do not put working models into production)
## 3032                 We are exploring ML methods (and may one day put a model into production)
## 3033   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3034                                                             No (we do not use ML methods)
## 3035                                                             No (we do not use ML methods)
## 3036                 We are exploring ML methods (and may one day put a model into production)
## 3037                                                                                      <NA>
## 3038                                                                                      <NA>
## 3039    We have well established ML methods (i.e., models in production for more than 2 years)
## 3040                                                                                      <NA>
## 3041    We have well established ML methods (i.e., models in production for more than 2 years)
## 3042   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3043   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3044                                                             No (we do not use ML methods)
## 3045                                                                             I do not know
## 3046                 We are exploring ML methods (and may one day put a model into production)
## 3047   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3048    We have well established ML methods (i.e., models in production for more than 2 years)
## 3049    We have well established ML methods (i.e., models in production for more than 2 years)
## 3050    We have well established ML methods (i.e., models in production for more than 2 years)
## 3051                 We are exploring ML methods (and may one day put a model into production)
## 3052                 We are exploring ML methods (and may one day put a model into production)
## 3053                                                             No (we do not use ML methods)
## 3054                                                                                      <NA>
## 3055                                                                                      <NA>
## 3056                                                                                      <NA>
## 3057                                                                                      <NA>
## 3058    We have well established ML methods (i.e., models in production for more than 2 years)
## 3059   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3060                                                                                      <NA>
## 3061                                                                                      <NA>
## 3062                                                                                      <NA>
## 3063   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3064                                                                                      <NA>
## 3065   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3066    We have well established ML methods (i.e., models in production for more than 2 years)
## 3067                                                                                      <NA>
## 3068                                                                                      <NA>
## 3069   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3070   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3071    We have well established ML methods (i.e., models in production for more than 2 years)
## 3072                                                                                      <NA>
## 3073 We use ML methods for generating insights (but do not put working models into production)
## 3074                                                                             I do not know
## 3075   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3076 We use ML methods for generating insights (but do not put working models into production)
## 3077                                                                                      <NA>
## 3078                                                             No (we do not use ML methods)
## 3079                                                                                      <NA>
## 3080                                                             No (we do not use ML methods)
## 3081                                                             No (we do not use ML methods)
## 3082                                                                             I do not know
## 3083                                                                                      <NA>
## 3084                                                                                      <NA>
## 3085   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3086    We have well established ML methods (i.e., models in production for more than 2 years)
## 3087    We have well established ML methods (i.e., models in production for more than 2 years)
## 3088                                                                                      <NA>
## 3089                 We are exploring ML methods (and may one day put a model into production)
## 3090   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3091                                                             No (we do not use ML methods)
## 3092                                                             No (we do not use ML methods)
## 3093                 We are exploring ML methods (and may one day put a model into production)
## 3094                                                             No (we do not use ML methods)
## 3095                                                                                      <NA>
## 3096                                                                                      <NA>
## 3097    We have well established ML methods (i.e., models in production for more than 2 years)
## 3098    We have well established ML methods (i.e., models in production for more than 2 years)
## 3099                                                                                      <NA>
## 3100                                                                                      <NA>
## 3101   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3102                 We are exploring ML methods (and may one day put a model into production)
## 3103                                                             No (we do not use ML methods)
## 3104                                                                                      <NA>
## 3105                                                                                      <NA>
## 3106                 We are exploring ML methods (and may one day put a model into production)
## 3107   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3108    We have well established ML methods (i.e., models in production for more than 2 years)
## 3109                                                                             I do not know
## 3110                                                                                      <NA>
## 3111                                                                                      <NA>
## 3112                                                                             I do not know
## 3113                 We are exploring ML methods (and may one day put a model into production)
## 3114                                                             No (we do not use ML methods)
## 3115                                                                                      <NA>
## 3116                                                                                      <NA>
## 3117                                                                                      <NA>
## 3118                                                                                      <NA>
## 3119                                                                             I do not know
## 3120                 We are exploring ML methods (and may one day put a model into production)
## 3121                                                             No (we do not use ML methods)
## 3122    We have well established ML methods (i.e., models in production for more than 2 years)
## 3123    We have well established ML methods (i.e., models in production for more than 2 years)
## 3124   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3125   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3126   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3127   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3128 We use ML methods for generating insights (but do not put working models into production)
## 3129                 We are exploring ML methods (and may one day put a model into production)
## 3130 We use ML methods for generating insights (but do not put working models into production)
## 3131   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3132                                                             No (we do not use ML methods)
## 3133    We have well established ML methods (i.e., models in production for more than 2 years)
## 3134    We have well established ML methods (i.e., models in production for more than 2 years)
## 3135                                                                                      <NA>
## 3136    We have well established ML methods (i.e., models in production for more than 2 years)
## 3137                                                             No (we do not use ML methods)
## 3138                                                             No (we do not use ML methods)
## 3139                 We are exploring ML methods (and may one day put a model into production)
## 3140                                                                                      <NA>
## 3141                                                                                      <NA>
## 3142                 We are exploring ML methods (and may one day put a model into production)
## 3143    We have well established ML methods (i.e., models in production for more than 2 years)
## 3144                                                             No (we do not use ML methods)
## 3145   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3146 We use ML methods for generating insights (but do not put working models into production)
## 3147                                                                             I do not know
## 3148    We have well established ML methods (i.e., models in production for more than 2 years)
## 3149                                                             No (we do not use ML methods)
## 3150 We use ML methods for generating insights (but do not put working models into production)
## 3151                 We are exploring ML methods (and may one day put a model into production)
## 3152                                                             No (we do not use ML methods)
## 3153    We have well established ML methods (i.e., models in production for more than 2 years)
## 3154                                                                                      <NA>
## 3155                 We are exploring ML methods (and may one day put a model into production)
## 3156   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3157                 We are exploring ML methods (and may one day put a model into production)
## 3158                                                             No (we do not use ML methods)
## 3159                                                                                      <NA>
## 3160                                                                             I do not know
## 3161                                                                                      <NA>
## 3162   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3163                                                                                      <NA>
## 3164                 We are exploring ML methods (and may one day put a model into production)
## 3165                 We are exploring ML methods (and may one day put a model into production)
## 3166    We have well established ML methods (i.e., models in production for more than 2 years)
## 3167                                                             No (we do not use ML methods)
## 3168   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3169                                                             No (we do not use ML methods)
## 3170                 We are exploring ML methods (and may one day put a model into production)
## 3171 We use ML methods for generating insights (but do not put working models into production)
## 3172                                                                                      <NA>
## 3173                                                                                      <NA>
## 3174   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3175                 We are exploring ML methods (and may one day put a model into production)
## 3176                                                                                      <NA>
## 3177                 We are exploring ML methods (and may one day put a model into production)
## 3178 We use ML methods for generating insights (but do not put working models into production)
## 3179                 We are exploring ML methods (and may one day put a model into production)
## 3180                 We are exploring ML methods (and may one day put a model into production)
## 3181                 We are exploring ML methods (and may one day put a model into production)
## 3182    We have well established ML methods (i.e., models in production for more than 2 years)
## 3183                                                                                      <NA>
## 3184                 We are exploring ML methods (and may one day put a model into production)
## 3185                 We are exploring ML methods (and may one day put a model into production)
## 3186 We use ML methods for generating insights (but do not put working models into production)
## 3187   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3188                                                             No (we do not use ML methods)
## 3189   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3190   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3191    We have well established ML methods (i.e., models in production for more than 2 years)
## 3192 We use ML methods for generating insights (but do not put working models into production)
## 3193                 We are exploring ML methods (and may one day put a model into production)
## 3194                 We are exploring ML methods (and may one day put a model into production)
## 3195                 We are exploring ML methods (and may one day put a model into production)
## 3196                                                                                      <NA>
## 3197 We use ML methods for generating insights (but do not put working models into production)
## 3198    We have well established ML methods (i.e., models in production for more than 2 years)
## 3199                                                                                      <NA>
## 3200   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3201    We have well established ML methods (i.e., models in production for more than 2 years)
## 3202                                                             No (we do not use ML methods)
## 3203 We use ML methods for generating insights (but do not put working models into production)
## 3204 We use ML methods for generating insights (but do not put working models into production)
## 3205    We have well established ML methods (i.e., models in production for more than 2 years)
## 3206                 We are exploring ML methods (and may one day put a model into production)
## 3207                                                                                      <NA>
## 3208                                                                                      <NA>
## 3209                                                                                      <NA>
## 3210   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3211                                                             No (we do not use ML methods)
## 3212                                                                                      <NA>
## 3213                                                                                      <NA>
## 3214                 We are exploring ML methods (and may one day put a model into production)
## 3215                                                                             I do not know
## 3216    We have well established ML methods (i.e., models in production for more than 2 years)
## 3217                 We are exploring ML methods (and may one day put a model into production)
## 3218    We have well established ML methods (i.e., models in production for more than 2 years)
## 3219 We use ML methods for generating insights (but do not put working models into production)
## 3220 We use ML methods for generating insights (but do not put working models into production)
## 3221 We use ML methods for generating insights (but do not put working models into production)
## 3222 We use ML methods for generating insights (but do not put working models into production)
## 3223    We have well established ML methods (i.e., models in production for more than 2 years)
## 3224 We use ML methods for generating insights (but do not put working models into production)
## 3225                 We are exploring ML methods (and may one day put a model into production)
## 3226                                                             No (we do not use ML methods)
## 3227                                                             No (we do not use ML methods)
## 3228                                                                                      <NA>
## 3229                                                                                      <NA>
## 3230                                                                                      <NA>
## 3231                                                                                      <NA>
## 3232                                                                                      <NA>
## 3233                                                                                      <NA>
## 3234                                                                                      <NA>
## 3235                                                                             I do not know
## 3236                                                                                      <NA>
## 3237                                                             No (we do not use ML methods)
## 3238    We have well established ML methods (i.e., models in production for more than 2 years)
## 3239                                                                                      <NA>
## 3240                                                                             I do not know
## 3241                                                                                      <NA>
## 3242                                                                                      <NA>
## 3243   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3244    We have well established ML methods (i.e., models in production for more than 2 years)
## 3245    We have well established ML methods (i.e., models in production for more than 2 years)
## 3246   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3247   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3248   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3249    We have well established ML methods (i.e., models in production for more than 2 years)
## 3250    We have well established ML methods (i.e., models in production for more than 2 years)
## 3251                                                             No (we do not use ML methods)
## 3252                                                             No (we do not use ML methods)
## 3253                                                                                      <NA>
## 3254    We have well established ML methods (i.e., models in production for more than 2 years)
## 3255                                                             No (we do not use ML methods)
## 3256    We have well established ML methods (i.e., models in production for more than 2 years)
## 3257                                                             No (we do not use ML methods)
## 3258   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3259                                                                                      <NA>
## 3260                                                                             I do not know
## 3261                 We are exploring ML methods (and may one day put a model into production)
## 3262   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3263    We have well established ML methods (i.e., models in production for more than 2 years)
## 3264                                                                                      <NA>
## 3265                                                                                      <NA>
## 3266 We use ML methods for generating insights (but do not put working models into production)
## 3267                                                             No (we do not use ML methods)
## 3268   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3269    We have well established ML methods (i.e., models in production for more than 2 years)
## 3270                 We are exploring ML methods (and may one day put a model into production)
## 3271                                                             No (we do not use ML methods)
## 3272                                                                                      <NA>
## 3273   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3274                                                             No (we do not use ML methods)
## 3275   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3276    We have well established ML methods (i.e., models in production for more than 2 years)
## 3277                 We are exploring ML methods (and may one day put a model into production)
## 3278                                                             No (we do not use ML methods)
## 3279   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3280                 We are exploring ML methods (and may one day put a model into production)
## 3281                                                                                      <NA>
## 3282                                                             No (we do not use ML methods)
## 3283                                                                                      <NA>
## 3284   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3285                                                                                      <NA>
## 3286   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3287   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3288                                                                             I do not know
## 3289                                                             No (we do not use ML methods)
## 3290                                                                                      <NA>
## 3291                                                                                      <NA>
## 3292                                                                             I do not know
## 3293 We use ML methods for generating insights (but do not put working models into production)
## 3294 We use ML methods for generating insights (but do not put working models into production)
## 3295                 We are exploring ML methods (and may one day put a model into production)
## 3296    We have well established ML methods (i.e., models in production for more than 2 years)
## 3297                                                                                      <NA>
## 3298    We have well established ML methods (i.e., models in production for more than 2 years)
## 3299   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3300                 We are exploring ML methods (and may one day put a model into production)
## 3301                 We are exploring ML methods (and may one day put a model into production)
## 3302    We have well established ML methods (i.e., models in production for more than 2 years)
## 3303    We have well established ML methods (i.e., models in production for more than 2 years)
## 3304   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3305                                                                                      <NA>
## 3306                                                                                      <NA>
## 3307                                                             No (we do not use ML methods)
## 3308    We have well established ML methods (i.e., models in production for more than 2 years)
## 3309                                                             No (we do not use ML methods)
## 3310   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3311   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3312                                                             No (we do not use ML methods)
## 3313    We have well established ML methods (i.e., models in production for more than 2 years)
## 3314                 We are exploring ML methods (and may one day put a model into production)
## 3315                                                                             I do not know
## 3316 We use ML methods for generating insights (but do not put working models into production)
## 3317                                                                                      <NA>
## 3318                 We are exploring ML methods (and may one day put a model into production)
## 3319 We use ML methods for generating insights (but do not put working models into production)
## 3320                 We are exploring ML methods (and may one day put a model into production)
## 3321                                                             No (we do not use ML methods)
## 3322                                                                                      <NA>
## 3323    We have well established ML methods (i.e., models in production for more than 2 years)
## 3324                                                                                      <NA>
## 3325                                                                                      <NA>
## 3326    We have well established ML methods (i.e., models in production for more than 2 years)
## 3327                 We are exploring ML methods (and may one day put a model into production)
## 3328    We have well established ML methods (i.e., models in production for more than 2 years)
## 3329   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3330   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3331                                                                                      <NA>
## 3332                                                                                      <NA>
## 3333                 We are exploring ML methods (and may one day put a model into production)
## 3334                                                                                      <NA>
## 3335                                                                                      <NA>
## 3336                 We are exploring ML methods (and may one day put a model into production)
## 3337                                                                                      <NA>
## 3338   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3339                                                             No (we do not use ML methods)
## 3340    We have well established ML methods (i.e., models in production for more than 2 years)
## 3341                                                             No (we do not use ML methods)
## 3342                                                                                      <NA>
## 3343    We have well established ML methods (i.e., models in production for more than 2 years)
## 3344                 We are exploring ML methods (and may one day put a model into production)
## 3345                                                                                      <NA>
## 3346   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3347                                                                                      <NA>
## 3348   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3349 We use ML methods for generating insights (but do not put working models into production)
## 3350                                                                                      <NA>
## 3351    We have well established ML methods (i.e., models in production for more than 2 years)
## 3352                                                                                      <NA>
## 3353    We have well established ML methods (i.e., models in production for more than 2 years)
## 3354    We have well established ML methods (i.e., models in production for more than 2 years)
## 3355                                                             No (we do not use ML methods)
## 3356   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3357    We have well established ML methods (i.e., models in production for more than 2 years)
## 3358                                                                             I do not know
## 3359                                                                             I do not know
## 3360                                                             No (we do not use ML methods)
## 3361                                                             No (we do not use ML methods)
## 3362                                                                                      <NA>
## 3363   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3364                 We are exploring ML methods (and may one day put a model into production)
## 3365                                                                                      <NA>
## 3366    We have well established ML methods (i.e., models in production for more than 2 years)
## 3367 We use ML methods for generating insights (but do not put working models into production)
## 3368                                                                             I do not know
## 3369                                                                                      <NA>
## 3370    We have well established ML methods (i.e., models in production for more than 2 years)
## 3371   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3372                 We are exploring ML methods (and may one day put a model into production)
## 3373                                                             No (we do not use ML methods)
## 3374                                                                             I do not know
## 3375                 We are exploring ML methods (and may one day put a model into production)
## 3376                 We are exploring ML methods (and may one day put a model into production)
## 3377   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3378   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3379   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3380                                                                                      <NA>
## 3381   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3382   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3383                                                                             I do not know
## 3384                                                                                      <NA>
## 3385    We have well established ML methods (i.e., models in production for more than 2 years)
## 3386                                                             No (we do not use ML methods)
## 3387                 We are exploring ML methods (and may one day put a model into production)
## 3388   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3389    We have well established ML methods (i.e., models in production for more than 2 years)
## 3390                                                                                      <NA>
## 3391                                                                                      <NA>
## 3392   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3393    We have well established ML methods (i.e., models in production for more than 2 years)
## 3394   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3395                                                                                      <NA>
## 3396                 We are exploring ML methods (and may one day put a model into production)
## 3397                                                             No (we do not use ML methods)
## 3398                                                                                      <NA>
## 3399                 We are exploring ML methods (and may one day put a model into production)
## 3400                                                             No (we do not use ML methods)
## 3401                                                                                      <NA>
## 3402                 We are exploring ML methods (and may one day put a model into production)
## 3403                 We are exploring ML methods (and may one day put a model into production)
## 3404                                                             No (we do not use ML methods)
## 3405   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3406                                                                             I do not know
## 3407    We have well established ML methods (i.e., models in production for more than 2 years)
## 3408                 We are exploring ML methods (and may one day put a model into production)
## 3409                 We are exploring ML methods (and may one day put a model into production)
## 3410                 We are exploring ML methods (and may one day put a model into production)
## 3411    We have well established ML methods (i.e., models in production for more than 2 years)
## 3412    We have well established ML methods (i.e., models in production for more than 2 years)
## 3413                                                                                      <NA>
## 3414                                                                                      <NA>
## 3415                                                                                      <NA>
## 3416   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3417    We have well established ML methods (i.e., models in production for more than 2 years)
## 3418    We have well established ML methods (i.e., models in production for more than 2 years)
## 3419    We have well established ML methods (i.e., models in production for more than 2 years)
## 3420                                                                                      <NA>
## 3421                 We are exploring ML methods (and may one day put a model into production)
## 3422                 We are exploring ML methods (and may one day put a model into production)
## 3423                                                                                      <NA>
## 3424                 We are exploring ML methods (and may one day put a model into production)
## 3425                                                             No (we do not use ML methods)
## 3426                                                             No (we do not use ML methods)
## 3427                 We are exploring ML methods (and may one day put a model into production)
## 3428                                                             No (we do not use ML methods)
## 3429                 We are exploring ML methods (and may one day put a model into production)
## 3430 We use ML methods for generating insights (but do not put working models into production)
## 3431   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3432                 We are exploring ML methods (and may one day put a model into production)
## 3433                                                             No (we do not use ML methods)
## 3434                                                                                      <NA>
## 3435    We have well established ML methods (i.e., models in production for more than 2 years)
## 3436                                                                                      <NA>
## 3437 We use ML methods for generating insights (but do not put working models into production)
## 3438                 We are exploring ML methods (and may one day put a model into production)
## 3439                 We are exploring ML methods (and may one day put a model into production)
## 3440    We have well established ML methods (i.e., models in production for more than 2 years)
## 3441    We have well established ML methods (i.e., models in production for more than 2 years)
## 3442                 We are exploring ML methods (and may one day put a model into production)
## 3443                 We are exploring ML methods (and may one day put a model into production)
## 3444                                                                                      <NA>
## 3445                                                                             I do not know
## 3446   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3447                                                                             I do not know
## 3448    We have well established ML methods (i.e., models in production for more than 2 years)
## 3449                                                                                      <NA>
## 3450                                                                                      <NA>
## 3451                                                                             I do not know
## 3452    We have well established ML methods (i.e., models in production for more than 2 years)
## 3453                                                                                      <NA>
## 3454   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3455                                                                                      <NA>
## 3456                 We are exploring ML methods (and may one day put a model into production)
## 3457                                                             No (we do not use ML methods)
## 3458 We use ML methods for generating insights (but do not put working models into production)
## 3459   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3460   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3461    We have well established ML methods (i.e., models in production for more than 2 years)
## 3462                                                                                      <NA>
## 3463                 We are exploring ML methods (and may one day put a model into production)
## 3464   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3465    We have well established ML methods (i.e., models in production for more than 2 years)
## 3466   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3467    We have well established ML methods (i.e., models in production for more than 2 years)
## 3468   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3469                                                             No (we do not use ML methods)
## 3470                                                                                      <NA>
## 3471    We have well established ML methods (i.e., models in production for more than 2 years)
## 3472                                                                                      <NA>
## 3473    We have well established ML methods (i.e., models in production for more than 2 years)
## 3474                                                             No (we do not use ML methods)
## 3475    We have well established ML methods (i.e., models in production for more than 2 years)
## 3476                                                             No (we do not use ML methods)
## 3477    We have well established ML methods (i.e., models in production for more than 2 years)
## 3478                                                                                      <NA>
## 3479                                                                             I do not know
## 3480 We use ML methods for generating insights (but do not put working models into production)
## 3481 We use ML methods for generating insights (but do not put working models into production)
## 3482                                                                                      <NA>
## 3483                                                                                      <NA>
## 3484                                                                             I do not know
## 3485                                                                                      <NA>
## 3486                 We are exploring ML methods (and may one day put a model into production)
## 3487    We have well established ML methods (i.e., models in production for more than 2 years)
## 3488                                                             No (we do not use ML methods)
## 3489   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3490                 We are exploring ML methods (and may one day put a model into production)
## 3491   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3492    We have well established ML methods (i.e., models in production for more than 2 years)
## 3493                                                             No (we do not use ML methods)
## 3494                 We are exploring ML methods (and may one day put a model into production)
## 3495                                                             No (we do not use ML methods)
## 3496                                                                                      <NA>
## 3497                 We are exploring ML methods (and may one day put a model into production)
## 3498                                                                                      <NA>
## 3499    We have well established ML methods (i.e., models in production for more than 2 years)
## 3500 We use ML methods for generating insights (but do not put working models into production)
## 3501                                                             No (we do not use ML methods)
## 3502 We use ML methods for generating insights (but do not put working models into production)
## 3503                                                                                      <NA>
## 3504                                                                                      <NA>
## 3505    We have well established ML methods (i.e., models in production for more than 2 years)
## 3506                                                             No (we do not use ML methods)
## 3507   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3508                                                                                      <NA>
## 3509   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3510                                                             No (we do not use ML methods)
## 3511    We have well established ML methods (i.e., models in production for more than 2 years)
## 3512   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3513                                                             No (we do not use ML methods)
## 3514 We use ML methods for generating insights (but do not put working models into production)
## 3515    We have well established ML methods (i.e., models in production for more than 2 years)
## 3516 We use ML methods for generating insights (but do not put working models into production)
## 3517 We use ML methods for generating insights (but do not put working models into production)
## 3518 We use ML methods for generating insights (but do not put working models into production)
## 3519    We have well established ML methods (i.e., models in production for more than 2 years)
## 3520                                                                                      <NA>
## 3521    We have well established ML methods (i.e., models in production for more than 2 years)
## 3522   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3523                                                             No (we do not use ML methods)
## 3524   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3525   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3526                                                             No (we do not use ML methods)
## 3527                                                             No (we do not use ML methods)
## 3528                 We are exploring ML methods (and may one day put a model into production)
## 3529 We use ML methods for generating insights (but do not put working models into production)
## 3530                 We are exploring ML methods (and may one day put a model into production)
## 3531   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3532                                                                                      <NA>
## 3533    We have well established ML methods (i.e., models in production for more than 2 years)
## 3534    We have well established ML methods (i.e., models in production for more than 2 years)
## 3535 We use ML methods for generating insights (but do not put working models into production)
## 3536   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3537   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3538   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3539                                                                                      <NA>
## 3540                                                             No (we do not use ML methods)
## 3541                 We are exploring ML methods (and may one day put a model into production)
## 3542 We use ML methods for generating insights (but do not put working models into production)
## 3543   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3544                 We are exploring ML methods (and may one day put a model into production)
## 3545                                                             No (we do not use ML methods)
## 3546    We have well established ML methods (i.e., models in production for more than 2 years)
## 3547                 We are exploring ML methods (and may one day put a model into production)
## 3548 We use ML methods for generating insights (but do not put working models into production)
## 3549                                                                                      <NA>
## 3550   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3551                                                                             I do not know
## 3552                                                             No (we do not use ML methods)
## 3553 We use ML methods for generating insights (but do not put working models into production)
## 3554 We use ML methods for generating insights (but do not put working models into production)
## 3555                                                             No (we do not use ML methods)
## 3556                                                             No (we do not use ML methods)
## 3557                                                                                      <NA>
## 3558 We use ML methods for generating insights (but do not put working models into production)
## 3559                 We are exploring ML methods (and may one day put a model into production)
## 3560                                                                                      <NA>
## 3561                                                                                      <NA>
## 3562                 We are exploring ML methods (and may one day put a model into production)
## 3563                 We are exploring ML methods (and may one day put a model into production)
## 3564   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3565   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3566    We have well established ML methods (i.e., models in production for more than 2 years)
## 3567                 We are exploring ML methods (and may one day put a model into production)
## 3568                                                             No (we do not use ML methods)
## 3569                                                                                      <NA>
## 3570                                                                                      <NA>
## 3571    We have well established ML methods (i.e., models in production for more than 2 years)
## 3572                                                                             I do not know
## 3573    We have well established ML methods (i.e., models in production for more than 2 years)
## 3574   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3575                                                                                      <NA>
## 3576 We use ML methods for generating insights (but do not put working models into production)
## 3577   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3578   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3579                                                                                      <NA>
## 3580                                                                                      <NA>
## 3581                 We are exploring ML methods (and may one day put a model into production)
## 3582                 We are exploring ML methods (and may one day put a model into production)
## 3583                                                             No (we do not use ML methods)
## 3584                                                             No (we do not use ML methods)
## 3585 We use ML methods for generating insights (but do not put working models into production)
## 3586                                                                                      <NA>
## 3587   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3588   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3589                                                                                      <NA>
## 3590   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3591                 We are exploring ML methods (and may one day put a model into production)
## 3592                                                                                      <NA>
## 3593                                                                                      <NA>
## 3594                 We are exploring ML methods (and may one day put a model into production)
## 3595                 We are exploring ML methods (and may one day put a model into production)
## 3596   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3597                                                                                      <NA>
## 3598                                                             No (we do not use ML methods)
## 3599                                                             No (we do not use ML methods)
## 3600 We use ML methods for generating insights (but do not put working models into production)
## 3601                                                                                      <NA>
## 3602   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3603    We have well established ML methods (i.e., models in production for more than 2 years)
## 3604                 We are exploring ML methods (and may one day put a model into production)
## 3605    We have well established ML methods (i.e., models in production for more than 2 years)
## 3606                 We are exploring ML methods (and may one day put a model into production)
## 3607   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3608                 We are exploring ML methods (and may one day put a model into production)
## 3609                                                                                      <NA>
## 3610    We have well established ML methods (i.e., models in production for more than 2 years)
## 3611   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3612                                                                                      <NA>
## 3613   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3614   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3615 We use ML methods for generating insights (but do not put working models into production)
## 3616                 We are exploring ML methods (and may one day put a model into production)
## 3617   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3618   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3619                                                                                      <NA>
## 3620                                                                                      <NA>
## 3621   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3622                                                             No (we do not use ML methods)
## 3623                                                                                      <NA>
## 3624                 We are exploring ML methods (and may one day put a model into production)
## 3625    We have well established ML methods (i.e., models in production for more than 2 years)
## 3626 We use ML methods for generating insights (but do not put working models into production)
## 3627                                                             No (we do not use ML methods)
## 3628                                                                                      <NA>
## 3629                                                                                      <NA>
## 3630                                                                                      <NA>
## 3631    We have well established ML methods (i.e., models in production for more than 2 years)
## 3632                                                             No (we do not use ML methods)
## 3633 We use ML methods for generating insights (but do not put working models into production)
## 3634   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3635                                                                                      <NA>
## 3636                 We are exploring ML methods (and may one day put a model into production)
## 3637                                                                                      <NA>
## 3638                 We are exploring ML methods (and may one day put a model into production)
## 3639   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3640    We have well established ML methods (i.e., models in production for more than 2 years)
## 3641   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3642    We have well established ML methods (i.e., models in production for more than 2 years)
## 3643                                                             No (we do not use ML methods)
## 3644                                                                                      <NA>
## 3645                 We are exploring ML methods (and may one day put a model into production)
## 3646                                                             No (we do not use ML methods)
## 3647                 We are exploring ML methods (and may one day put a model into production)
## 3648 We use ML methods for generating insights (but do not put working models into production)
## 3649   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3650                                                                             I do not know
## 3651                                                             No (we do not use ML methods)
## 3652                                                                                      <NA>
## 3653 We use ML methods for generating insights (but do not put working models into production)
## 3654                 We are exploring ML methods (and may one day put a model into production)
## 3655                                                             No (we do not use ML methods)
## 3656    We have well established ML methods (i.e., models in production for more than 2 years)
## 3657                 We are exploring ML methods (and may one day put a model into production)
## 3658                                                             No (we do not use ML methods)
## 3659                                                                                      <NA>
## 3660   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3661                                                             No (we do not use ML methods)
## 3662                                                             No (we do not use ML methods)
## 3663                                                             No (we do not use ML methods)
## 3664    We have well established ML methods (i.e., models in production for more than 2 years)
## 3665                                                                                      <NA>
## 3666                                                             No (we do not use ML methods)
## 3667                                                             No (we do not use ML methods)
## 3668                                                                                      <NA>
## 3669                                                                                      <NA>
## 3670    We have well established ML methods (i.e., models in production for more than 2 years)
## 3671                                                                                      <NA>
## 3672 We use ML methods for generating insights (but do not put working models into production)
## 3673                                                                                      <NA>
## 3674                 We are exploring ML methods (and may one day put a model into production)
## 3675                                                                                      <NA>
## 3676                                                                                      <NA>
## 3677                                                             No (we do not use ML methods)
## 3678    We have well established ML methods (i.e., models in production for more than 2 years)
## 3679                                                             No (we do not use ML methods)
## 3680                 We are exploring ML methods (and may one day put a model into production)
## 3681    We have well established ML methods (i.e., models in production for more than 2 years)
## 3682    We have well established ML methods (i.e., models in production for more than 2 years)
## 3683   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3684                 We are exploring ML methods (and may one day put a model into production)
## 3685   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3686                 We are exploring ML methods (and may one day put a model into production)
## 3687   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3688                                                                                      <NA>
## 3689                 We are exploring ML methods (and may one day put a model into production)
## 3690    We have well established ML methods (i.e., models in production for more than 2 years)
## 3691                 We are exploring ML methods (and may one day put a model into production)
## 3692    We have well established ML methods (i.e., models in production for more than 2 years)
## 3693                 We are exploring ML methods (and may one day put a model into production)
## 3694                                                                                      <NA>
## 3695                                                                                      <NA>
## 3696   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3697 We use ML methods for generating insights (but do not put working models into production)
## 3698                                                             No (we do not use ML methods)
## 3699   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3700    We have well established ML methods (i.e., models in production for more than 2 years)
## 3701                                                             No (we do not use ML methods)
## 3702                 We are exploring ML methods (and may one day put a model into production)
## 3703    We have well established ML methods (i.e., models in production for more than 2 years)
## 3704   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3705    We have well established ML methods (i.e., models in production for more than 2 years)
## 3706    We have well established ML methods (i.e., models in production for more than 2 years)
## 3707    We have well established ML methods (i.e., models in production for more than 2 years)
## 3708    We have well established ML methods (i.e., models in production for more than 2 years)
## 3709 We use ML methods for generating insights (but do not put working models into production)
## 3710                 We are exploring ML methods (and may one day put a model into production)
## 3711   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3712                                                             No (we do not use ML methods)
## 3713                                                                                      <NA>
## 3714                                                                                      <NA>
## 3715   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3716   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3717 We use ML methods for generating insights (but do not put working models into production)
## 3718    We have well established ML methods (i.e., models in production for more than 2 years)
## 3719 We use ML methods for generating insights (but do not put working models into production)
## 3720   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3721    We have well established ML methods (i.e., models in production for more than 2 years)
## 3722                                                                                      <NA>
## 3723    We have well established ML methods (i.e., models in production for more than 2 years)
## 3724                                                             No (we do not use ML methods)
## 3725    We have well established ML methods (i.e., models in production for more than 2 years)
## 3726                                                                                      <NA>
## 3727                                                                                      <NA>
## 3728                                                                                      <NA>
## 3729                                                             No (we do not use ML methods)
## 3730 We use ML methods for generating insights (but do not put working models into production)
## 3731                                                                                      <NA>
## 3732    We have well established ML methods (i.e., models in production for more than 2 years)
## 3733    We have well established ML methods (i.e., models in production for more than 2 years)
## 3734                 We are exploring ML methods (and may one day put a model into production)
## 3735                                                                                      <NA>
## 3736                 We are exploring ML methods (and may one day put a model into production)
## 3737   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3738   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3739                                                                                      <NA>
## 3740    We have well established ML methods (i.e., models in production for more than 2 years)
## 3741                                                                                      <NA>
## 3742                                                                             I do not know
## 3743                                                             No (we do not use ML methods)
## 3744 We use ML methods for generating insights (but do not put working models into production)
## 3745    We have well established ML methods (i.e., models in production for more than 2 years)
## 3746                 We are exploring ML methods (and may one day put a model into production)
## 3747                                                             No (we do not use ML methods)
## 3748    We have well established ML methods (i.e., models in production for more than 2 years)
## 3749                                                             No (we do not use ML methods)
## 3750                 We are exploring ML methods (and may one day put a model into production)
## 3751                 We are exploring ML methods (and may one day put a model into production)
## 3752                 We are exploring ML methods (and may one day put a model into production)
## 3753                 We are exploring ML methods (and may one day put a model into production)
## 3754    We have well established ML methods (i.e., models in production for more than 2 years)
## 3755                 We are exploring ML methods (and may one day put a model into production)
## 3756                                                             No (we do not use ML methods)
## 3757   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3758 We use ML methods for generating insights (but do not put working models into production)
## 3759                                                                                      <NA>
## 3760 We use ML methods for generating insights (but do not put working models into production)
## 3761    We have well established ML methods (i.e., models in production for more than 2 years)
## 3762                                                             No (we do not use ML methods)
## 3763                 We are exploring ML methods (and may one day put a model into production)
## 3764 We use ML methods for generating insights (but do not put working models into production)
## 3765                                                                                      <NA>
## 3766   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3767                                                                             I do not know
## 3768   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3769                                                                                      <NA>
## 3770                                                             No (we do not use ML methods)
## 3771                                                                             I do not know
## 3772                 We are exploring ML methods (and may one day put a model into production)
## 3773 We use ML methods for generating insights (but do not put working models into production)
## 3774 We use ML methods for generating insights (but do not put working models into production)
## 3775    We have well established ML methods (i.e., models in production for more than 2 years)
## 3776                                                             No (we do not use ML methods)
## 3777                                                                             I do not know
## 3778                 We are exploring ML methods (and may one day put a model into production)
## 3779    We have well established ML methods (i.e., models in production for more than 2 years)
## 3780                                                             No (we do not use ML methods)
## 3781                 We are exploring ML methods (and may one day put a model into production)
## 3782                                                             No (we do not use ML methods)
## 3783                                                             No (we do not use ML methods)
## 3784 We use ML methods for generating insights (but do not put working models into production)
## 3785                                                                                      <NA>
## 3786   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3787    We have well established ML methods (i.e., models in production for more than 2 years)
## 3788    We have well established ML methods (i.e., models in production for more than 2 years)
## 3789                                                             No (we do not use ML methods)
## 3790   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3791   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3792   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3793   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3794   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3795                 We are exploring ML methods (and may one day put a model into production)
## 3796                                                                                      <NA>
## 3797   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3798                 We are exploring ML methods (and may one day put a model into production)
## 3799   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3800                                                             No (we do not use ML methods)
## 3801    We have well established ML methods (i.e., models in production for more than 2 years)
## 3802                                                                             I do not know
## 3803   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3804                                                             No (we do not use ML methods)
## 3805                 We are exploring ML methods (and may one day put a model into production)
## 3806    We have well established ML methods (i.e., models in production for more than 2 years)
## 3807                                                             No (we do not use ML methods)
## 3808   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3809                 We are exploring ML methods (and may one day put a model into production)
## 3810                 We are exploring ML methods (and may one day put a model into production)
## 3811 We use ML methods for generating insights (but do not put working models into production)
## 3812                                                                                      <NA>
## 3813 We use ML methods for generating insights (but do not put working models into production)
## 3814   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3815                                                             No (we do not use ML methods)
## 3816 We use ML methods for generating insights (but do not put working models into production)
## 3817   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3818                                                                                      <NA>
## 3819    We have well established ML methods (i.e., models in production for more than 2 years)
## 3820                                                                                      <NA>
## 3821 We use ML methods for generating insights (but do not put working models into production)
## 3822                                                             No (we do not use ML methods)
## 3823    We have well established ML methods (i.e., models in production for more than 2 years)
## 3824                 We are exploring ML methods (and may one day put a model into production)
## 3825   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3826   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3827                                                             No (we do not use ML methods)
## 3828    We have well established ML methods (i.e., models in production for more than 2 years)
## 3829   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3830                                                                                      <NA>
## 3831    We have well established ML methods (i.e., models in production for more than 2 years)
## 3832                                                                             I do not know
## 3833   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3834                                                                                      <NA>
## 3835   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3836                                                                                      <NA>
## 3837                                                             No (we do not use ML methods)
## 3838                 We are exploring ML methods (and may one day put a model into production)
## 3839 We use ML methods for generating insights (but do not put working models into production)
## 3840                                                                             I do not know
## 3841                 We are exploring ML methods (and may one day put a model into production)
## 3842   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3843                                                                                      <NA>
## 3844 We use ML methods for generating insights (but do not put working models into production)
## 3845   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3846                                                                                      <NA>
## 3847    We have well established ML methods (i.e., models in production for more than 2 years)
## 3848   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3849                 We are exploring ML methods (and may one day put a model into production)
## 3850                                                                                      <NA>
## 3851    We have well established ML methods (i.e., models in production for more than 2 years)
## 3852    We have well established ML methods (i.e., models in production for more than 2 years)
## 3853                                                                             I do not know
## 3854 We use ML methods for generating insights (but do not put working models into production)
## 3855                                                                                      <NA>
## 3856    We have well established ML methods (i.e., models in production for more than 2 years)
## 3857 We use ML methods for generating insights (but do not put working models into production)
## 3858                                                                             I do not know
## 3859                                                                             I do not know
## 3860    We have well established ML methods (i.e., models in production for more than 2 years)
## 3861                                                             No (we do not use ML methods)
## 3862 We use ML methods for generating insights (but do not put working models into production)
## 3863                                                                                      <NA>
## 3864                 We are exploring ML methods (and may one day put a model into production)
## 3865    We have well established ML methods (i.e., models in production for more than 2 years)
## 3866                                                                             I do not know
## 3867                                                             No (we do not use ML methods)
## 3868                 We are exploring ML methods (and may one day put a model into production)
## 3869                                                                                      <NA>
## 3870   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3871                                                                                      <NA>
## 3872                                                                                      <NA>
## 3873 We use ML methods for generating insights (but do not put working models into production)
## 3874    We have well established ML methods (i.e., models in production for more than 2 years)
## 3875 We use ML methods for generating insights (but do not put working models into production)
## 3876    We have well established ML methods (i.e., models in production for more than 2 years)
## 3877                                                                                      <NA>
## 3878    We have well established ML methods (i.e., models in production for more than 2 years)
## 3879                                                                                      <NA>
## 3880                                                                                      <NA>
## 3881                 We are exploring ML methods (and may one day put a model into production)
## 3882    We have well established ML methods (i.e., models in production for more than 2 years)
## 3883                                                                                      <NA>
## 3884                 We are exploring ML methods (and may one day put a model into production)
## 3885 We use ML methods for generating insights (but do not put working models into production)
## 3886                 We are exploring ML methods (and may one day put a model into production)
## 3887                                                                                      <NA>
## 3888                                                             No (we do not use ML methods)
## 3889                 We are exploring ML methods (and may one day put a model into production)
## 3890                                                                                      <NA>
## 3891    We have well established ML methods (i.e., models in production for more than 2 years)
## 3892    We have well established ML methods (i.e., models in production for more than 2 years)
## 3893                 We are exploring ML methods (and may one day put a model into production)
## 3894 We use ML methods for generating insights (but do not put working models into production)
## 3895                                                                                      <NA>
## 3896                                                             No (we do not use ML methods)
## 3897                 We are exploring ML methods (and may one day put a model into production)
## 3898                                                                                      <NA>
## 3899    We have well established ML methods (i.e., models in production for more than 2 years)
## 3900                                                             No (we do not use ML methods)
## 3901                 We are exploring ML methods (and may one day put a model into production)
## 3902                                                                                      <NA>
## 3903                                                                                      <NA>
## 3904    We have well established ML methods (i.e., models in production for more than 2 years)
## 3905                 We are exploring ML methods (and may one day put a model into production)
## 3906                                                                                      <NA>
## 3907                 We are exploring ML methods (and may one day put a model into production)
## 3908   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3909 We use ML methods for generating insights (but do not put working models into production)
## 3910                 We are exploring ML methods (and may one day put a model into production)
## 3911                                                             No (we do not use ML methods)
## 3912 We use ML methods for generating insights (but do not put working models into production)
## 3913 We use ML methods for generating insights (but do not put working models into production)
## 3914                 We are exploring ML methods (and may one day put a model into production)
## 3915                 We are exploring ML methods (and may one day put a model into production)
## 3916    We have well established ML methods (i.e., models in production for more than 2 years)
## 3917    We have well established ML methods (i.e., models in production for more than 2 years)
## 3918   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3919                                                             No (we do not use ML methods)
## 3920                 We are exploring ML methods (and may one day put a model into production)
## 3921                 We are exploring ML methods (and may one day put a model into production)
## 3922   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3923                                                             No (we do not use ML methods)
## 3924                                                             No (we do not use ML methods)
## 3925    We have well established ML methods (i.e., models in production for more than 2 years)
## 3926                                                             No (we do not use ML methods)
## 3927                                                             No (we do not use ML methods)
## 3928                                                             No (we do not use ML methods)
## 3929   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3930   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3931   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3932   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3933 We use ML methods for generating insights (but do not put working models into production)
## 3934                 We are exploring ML methods (and may one day put a model into production)
## 3935                 We are exploring ML methods (and may one day put a model into production)
## 3936                                                             No (we do not use ML methods)
## 3937                                                                                      <NA>
## 3938    We have well established ML methods (i.e., models in production for more than 2 years)
## 3939                 We are exploring ML methods (and may one day put a model into production)
## 3940                                                             No (we do not use ML methods)
## 3941    We have well established ML methods (i.e., models in production for more than 2 years)
## 3942   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3943                                                                                      <NA>
## 3944   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3945   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3946                                                             No (we do not use ML methods)
## 3947                 We are exploring ML methods (and may one day put a model into production)
## 3948                 We are exploring ML methods (and may one day put a model into production)
## 3949    We have well established ML methods (i.e., models in production for more than 2 years)
## 3950                                                                                      <NA>
## 3951                                                                                      <NA>
## 3952                                                             No (we do not use ML methods)
## 3953   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3954 We use ML methods for generating insights (but do not put working models into production)
## 3955                                                                                      <NA>
## 3956                 We are exploring ML methods (and may one day put a model into production)
## 3957   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3958                                                                                      <NA>
## 3959 We use ML methods for generating insights (but do not put working models into production)
## 3960                                                             No (we do not use ML methods)
## 3961                                                                             I do not know
## 3962   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3963                                                             No (we do not use ML methods)
## 3964                                                                                      <NA>
## 3965 We use ML methods for generating insights (but do not put working models into production)
## 3966 We use ML methods for generating insights (but do not put working models into production)
## 3967                 We are exploring ML methods (and may one day put a model into production)
## 3968                                                                                      <NA>
## 3969                                                                             I do not know
## 3970   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3971   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3972                 We are exploring ML methods (and may one day put a model into production)
## 3973    We have well established ML methods (i.e., models in production for more than 2 years)
## 3974    We have well established ML methods (i.e., models in production for more than 2 years)
## 3975                 We are exploring ML methods (and may one day put a model into production)
## 3976                                                                             I do not know
## 3977                 We are exploring ML methods (and may one day put a model into production)
## 3978    We have well established ML methods (i.e., models in production for more than 2 years)
## 3979                 We are exploring ML methods (and may one day put a model into production)
## 3980                                                             No (we do not use ML methods)
## 3981                 We are exploring ML methods (and may one day put a model into production)
## 3982                 We are exploring ML methods (and may one day put a model into production)
## 3983                 We are exploring ML methods (and may one day put a model into production)
## 3984                                                                                      <NA>
## 3985                                                             No (we do not use ML methods)
## 3986                                                                                      <NA>
## 3987 We use ML methods for generating insights (but do not put working models into production)
## 3988                                                                                      <NA>
## 3989 We use ML methods for generating insights (but do not put working models into production)
## 3990   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3991    We have well established ML methods (i.e., models in production for more than 2 years)
## 3992                 We are exploring ML methods (and may one day put a model into production)
## 3993 We use ML methods for generating insights (but do not put working models into production)
## 3994 We use ML methods for generating insights (but do not put working models into production)
## 3995   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3996                                                             No (we do not use ML methods)
## 3997                                                                                      <NA>
## 3998   We recently started using ML methods (i.e., models in production for less than 2 years)
## 3999                                                                             I do not know
## 4000    We have well established ML methods (i.e., models in production for more than 2 years)
## 4001 We use ML methods for generating insights (but do not put working models into production)
## 4002                                                             No (we do not use ML methods)
## 4003 We use ML methods for generating insights (but do not put working models into production)
## 4004 We use ML methods for generating insights (but do not put working models into production)
## 4005    We have well established ML methods (i.e., models in production for more than 2 years)
## 4006   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4007   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4008                 We are exploring ML methods (and may one day put a model into production)
## 4009                                                                             I do not know
## 4010                                                                                      <NA>
## 4011                                                                                      <NA>
## 4012                                                                                      <NA>
## 4013                                                                                      <NA>
## 4014                                                             No (we do not use ML methods)
## 4015   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4016   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4017    We have well established ML methods (i.e., models in production for more than 2 years)
## 4018   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4019                                                                                      <NA>
## 4020    We have well established ML methods (i.e., models in production for more than 2 years)
## 4021    We have well established ML methods (i.e., models in production for more than 2 years)
## 4022   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4023                 We are exploring ML methods (and may one day put a model into production)
## 4024    We have well established ML methods (i.e., models in production for more than 2 years)
## 4025    We have well established ML methods (i.e., models in production for more than 2 years)
## 4026   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4027   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4028                                                             No (we do not use ML methods)
## 4029 We use ML methods for generating insights (but do not put working models into production)
## 4030   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4031 We use ML methods for generating insights (but do not put working models into production)
## 4032   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4033                                                                             I do not know
## 4034                                                             No (we do not use ML methods)
## 4035   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4036 We use ML methods for generating insights (but do not put working models into production)
## 4037                                                             No (we do not use ML methods)
## 4038                                                                                      <NA>
## 4039    We have well established ML methods (i.e., models in production for more than 2 years)
## 4040                 We are exploring ML methods (and may one day put a model into production)
## 4041   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4042    We have well established ML methods (i.e., models in production for more than 2 years)
## 4043    We have well established ML methods (i.e., models in production for more than 2 years)
## 4044                                                                                      <NA>
## 4045                                                                                      <NA>
## 4046                                                                             I do not know
## 4047 We use ML methods for generating insights (but do not put working models into production)
## 4048                                                                                      <NA>
## 4049                                                                                      <NA>
## 4050 We use ML methods for generating insights (but do not put working models into production)
## 4051   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4052   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4053                                                             No (we do not use ML methods)
## 4054    We have well established ML methods (i.e., models in production for more than 2 years)
## 4055 We use ML methods for generating insights (but do not put working models into production)
## 4056                                                             No (we do not use ML methods)
## 4057                                                             No (we do not use ML methods)
## 4058    We have well established ML methods (i.e., models in production for more than 2 years)
## 4059                                                                             I do not know
## 4060   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4061                 We are exploring ML methods (and may one day put a model into production)
## 4062   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4063                 We are exploring ML methods (and may one day put a model into production)
## 4064                                                             No (we do not use ML methods)
## 4065                                                                                      <NA>
## 4066   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4067                 We are exploring ML methods (and may one day put a model into production)
## 4068                                                             No (we do not use ML methods)
## 4069                 We are exploring ML methods (and may one day put a model into production)
## 4070                                                             No (we do not use ML methods)
## 4071                                                                                      <NA>
## 4072    We have well established ML methods (i.e., models in production for more than 2 years)
## 4073                 We are exploring ML methods (and may one day put a model into production)
## 4074 We use ML methods for generating insights (but do not put working models into production)
## 4075                                                                                      <NA>
## 4076                                                                             I do not know
## 4077 We use ML methods for generating insights (but do not put working models into production)
## 4078                                                             No (we do not use ML methods)
## 4079 We use ML methods for generating insights (but do not put working models into production)
## 4080                                                             No (we do not use ML methods)
## 4081                                                                             I do not know
## 4082                                                                                      <NA>
## 4083                                                                                      <NA>
## 4084                 We are exploring ML methods (and may one day put a model into production)
## 4085   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4086                 We are exploring ML methods (and may one day put a model into production)
## 4087                 We are exploring ML methods (and may one day put a model into production)
## 4088                                                                             I do not know
## 4089   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4090                 We are exploring ML methods (and may one day put a model into production)
## 4091    We have well established ML methods (i.e., models in production for more than 2 years)
## 4092   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4093                                                                                      <NA>
## 4094                                                                             I do not know
## 4095                                                                                      <NA>
## 4096    We have well established ML methods (i.e., models in production for more than 2 years)
## 4097                                                                                      <NA>
## 4098    We have well established ML methods (i.e., models in production for more than 2 years)
## 4099                                                                             I do not know
## 4100                 We are exploring ML methods (and may one day put a model into production)
## 4101    We have well established ML methods (i.e., models in production for more than 2 years)
## 4102                                                                                      <NA>
## 4103                                                             No (we do not use ML methods)
## 4104 We use ML methods for generating insights (but do not put working models into production)
## 4105                                                                                      <NA>
## 4106                                                                                      <NA>
## 4107                                                                             I do not know
## 4108                 We are exploring ML methods (and may one day put a model into production)
## 4109                                                                                      <NA>
## 4110    We have well established ML methods (i.e., models in production for more than 2 years)
## 4111                                                                             I do not know
## 4112                 We are exploring ML methods (and may one day put a model into production)
## 4113                 We are exploring ML methods (and may one day put a model into production)
## 4114    We have well established ML methods (i.e., models in production for more than 2 years)
## 4115   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4116                 We are exploring ML methods (and may one day put a model into production)
## 4117    We have well established ML methods (i.e., models in production for more than 2 years)
## 4118    We have well established ML methods (i.e., models in production for more than 2 years)
## 4119                                                                             I do not know
## 4120   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4121   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4122                 We are exploring ML methods (and may one day put a model into production)
## 4123                                                             No (we do not use ML methods)
## 4124   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4125                                                                                      <NA>
## 4126                                                             No (we do not use ML methods)
## 4127   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4128   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4129   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4130                                                                                      <NA>
## 4131                                                                                      <NA>
## 4132                                                                                      <NA>
## 4133                                                                                      <NA>
## 4134                                                             No (we do not use ML methods)
## 4135 We use ML methods for generating insights (but do not put working models into production)
## 4136                                                             No (we do not use ML methods)
## 4137                                                                                      <NA>
## 4138 We use ML methods for generating insights (but do not put working models into production)
## 4139                 We are exploring ML methods (and may one day put a model into production)
## 4140 We use ML methods for generating insights (but do not put working models into production)
## 4141                                                                                      <NA>
## 4142                                                                                      <NA>
## 4143   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4144                                                                                      <NA>
## 4145                                                                                      <NA>
## 4146                 We are exploring ML methods (and may one day put a model into production)
## 4147                                                             No (we do not use ML methods)
## 4148   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4149                                                                                      <NA>
## 4150                                                                                      <NA>
## 4151                                                                                      <NA>
## 4152                                                                                      <NA>
## 4153   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4154                                                                                      <NA>
## 4155                                                             No (we do not use ML methods)
## 4156   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4157                                                                                      <NA>
## 4158                 We are exploring ML methods (and may one day put a model into production)
## 4159                                                                                      <NA>
## 4160                 We are exploring ML methods (and may one day put a model into production)
## 4161                                                                                      <NA>
## 4162                                                             No (we do not use ML methods)
## 4163                                                                                      <NA>
## 4164                                                                             I do not know
## 4165   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4166    We have well established ML methods (i.e., models in production for more than 2 years)
## 4167    We have well established ML methods (i.e., models in production for more than 2 years)
## 4168                 We are exploring ML methods (and may one day put a model into production)
## 4169                                                                                      <NA>
## 4170   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4171                                                             No (we do not use ML methods)
## 4172                                                             No (we do not use ML methods)
## 4173   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4174 We use ML methods for generating insights (but do not put working models into production)
## 4175                 We are exploring ML methods (and may one day put a model into production)
## 4176                 We are exploring ML methods (and may one day put a model into production)
## 4177    We have well established ML methods (i.e., models in production for more than 2 years)
## 4178                                                                                      <NA>
## 4179   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4180                                                             No (we do not use ML methods)
## 4181                                                                             I do not know
## 4182                                                             No (we do not use ML methods)
## 4183                 We are exploring ML methods (and may one day put a model into production)
## 4184                                                                                      <NA>
## 4185                                                             No (we do not use ML methods)
## 4186 We use ML methods for generating insights (but do not put working models into production)
## 4187    We have well established ML methods (i.e., models in production for more than 2 years)
## 4188                                                                                      <NA>
## 4189                 We are exploring ML methods (and may one day put a model into production)
## 4190    We have well established ML methods (i.e., models in production for more than 2 years)
## 4191                                                                             I do not know
## 4192                                                             No (we do not use ML methods)
## 4193   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4194                                                                             I do not know
## 4195   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4196   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4197                                                             No (we do not use ML methods)
## 4198                                                             No (we do not use ML methods)
## 4199    We have well established ML methods (i.e., models in production for more than 2 years)
## 4200                                                                                      <NA>
## 4201 We use ML methods for generating insights (but do not put working models into production)
## 4202                 We are exploring ML methods (and may one day put a model into production)
## 4203                                                                                      <NA>
## 4204                                                                                      <NA>
## 4205   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4206                                                                                      <NA>
## 4207                                                                                      <NA>
## 4208                                                             No (we do not use ML methods)
## 4209 We use ML methods for generating insights (but do not put working models into production)
## 4210 We use ML methods for generating insights (but do not put working models into production)
## 4211   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4212                 We are exploring ML methods (and may one day put a model into production)
## 4213                 We are exploring ML methods (and may one day put a model into production)
## 4214    We have well established ML methods (i.e., models in production for more than 2 years)
## 4215                                                             No (we do not use ML methods)
## 4216                                                                             I do not know
## 4217                                                                                      <NA>
## 4218    We have well established ML methods (i.e., models in production for more than 2 years)
## 4219   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4220                 We are exploring ML methods (and may one day put a model into production)
## 4221    We have well established ML methods (i.e., models in production for more than 2 years)
## 4222                                                             No (we do not use ML methods)
## 4223                 We are exploring ML methods (and may one day put a model into production)
## 4224   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4225                 We are exploring ML methods (and may one day put a model into production)
## 4226   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4227                                                                                      <NA>
## 4228                                                                                      <NA>
## 4229   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4230                                                                             I do not know
## 4231 We use ML methods for generating insights (but do not put working models into production)
## 4232    We have well established ML methods (i.e., models in production for more than 2 years)
## 4233   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4234                                                                                      <NA>
## 4235    We have well established ML methods (i.e., models in production for more than 2 years)
## 4236   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4237                                                                             I do not know
## 4238                                                                                      <NA>
## 4239                                                                                      <NA>
## 4240 We use ML methods for generating insights (but do not put working models into production)
## 4241                 We are exploring ML methods (and may one day put a model into production)
## 4242                                                                                      <NA>
## 4243    We have well established ML methods (i.e., models in production for more than 2 years)
## 4244 We use ML methods for generating insights (but do not put working models into production)
## 4245                                                             No (we do not use ML methods)
## 4246    We have well established ML methods (i.e., models in production for more than 2 years)
## 4247                 We are exploring ML methods (and may one day put a model into production)
## 4248                                                                             I do not know
## 4249 We use ML methods for generating insights (but do not put working models into production)
## 4250                                                                                      <NA>
## 4251   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4252                 We are exploring ML methods (and may one day put a model into production)
## 4253    We have well established ML methods (i.e., models in production for more than 2 years)
## 4254                                                                             I do not know
## 4255                                                                                      <NA>
## 4256                                                             No (we do not use ML methods)
## 4257                                                             No (we do not use ML methods)
## 4258 We use ML methods for generating insights (but do not put working models into production)
## 4259                 We are exploring ML methods (and may one day put a model into production)
## 4260    We have well established ML methods (i.e., models in production for more than 2 years)
## 4261   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4262                                                             No (we do not use ML methods)
## 4263                                                                                      <NA>
## 4264                 We are exploring ML methods (and may one day put a model into production)
## 4265 We use ML methods for generating insights (but do not put working models into production)
## 4266                 We are exploring ML methods (and may one day put a model into production)
## 4267                                                                             I do not know
## 4268                                                             No (we do not use ML methods)
## 4269                                                                                      <NA>
## 4270   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4271                                                                             I do not know
## 4272   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4273                                                                                      <NA>
## 4274                                                                                      <NA>
## 4275                                                                                      <NA>
## 4276                                                                                      <NA>
## 4277                 We are exploring ML methods (and may one day put a model into production)
## 4278                                                                                      <NA>
## 4279                                                                                      <NA>
## 4280                                                                             I do not know
## 4281                                                                                      <NA>
## 4282                                                             No (we do not use ML methods)
## 4283   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4284                                                             No (we do not use ML methods)
## 4285   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4286                 We are exploring ML methods (and may one day put a model into production)
## 4287    We have well established ML methods (i.e., models in production for more than 2 years)
## 4288                 We are exploring ML methods (and may one day put a model into production)
## 4289   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4290    We have well established ML methods (i.e., models in production for more than 2 years)
## 4291                                                             No (we do not use ML methods)
## 4292   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4293                 We are exploring ML methods (and may one day put a model into production)
## 4294                                                             No (we do not use ML methods)
## 4295                                                                                      <NA>
## 4296                                                                                      <NA>
## 4297                                                             No (we do not use ML methods)
## 4298   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4299 We use ML methods for generating insights (but do not put working models into production)
## 4300                 We are exploring ML methods (and may one day put a model into production)
## 4301                 We are exploring ML methods (and may one day put a model into production)
## 4302                                                                                      <NA>
## 4303                                                                                      <NA>
## 4304                 We are exploring ML methods (and may one day put a model into production)
## 4305                                                             No (we do not use ML methods)
## 4306                 We are exploring ML methods (and may one day put a model into production)
## 4307                 We are exploring ML methods (and may one day put a model into production)
## 4308 We use ML methods for generating insights (but do not put working models into production)
## 4309                                                                             I do not know
## 4310                                                                                      <NA>
## 4311                                                                                      <NA>
## 4312   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4313                 We are exploring ML methods (and may one day put a model into production)
## 4314    We have well established ML methods (i.e., models in production for more than 2 years)
## 4315                                                                                      <NA>
## 4316   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4317                                                                                      <NA>
## 4318                                                             No (we do not use ML methods)
## 4319   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4320    We have well established ML methods (i.e., models in production for more than 2 years)
## 4321                                                             No (we do not use ML methods)
## 4322                                                             No (we do not use ML methods)
## 4323   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4324   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4325   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4326   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4327   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4328   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4329                                                             No (we do not use ML methods)
## 4330                 We are exploring ML methods (and may one day put a model into production)
## 4331                                                             No (we do not use ML methods)
## 4332   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4333   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4334                                                                                      <NA>
## 4335                                                             No (we do not use ML methods)
## 4336                                                             No (we do not use ML methods)
## 4337                 We are exploring ML methods (and may one day put a model into production)
## 4338 We use ML methods for generating insights (but do not put working models into production)
## 4339   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4340                                                             No (we do not use ML methods)
## 4341   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4342 We use ML methods for generating insights (but do not put working models into production)
## 4343                                                                             I do not know
## 4344                                                             No (we do not use ML methods)
## 4345                                                                                      <NA>
## 4346   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4347 We use ML methods for generating insights (but do not put working models into production)
## 4348                 We are exploring ML methods (and may one day put a model into production)
## 4349    We have well established ML methods (i.e., models in production for more than 2 years)
## 4350   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4351                                                             No (we do not use ML methods)
## 4352                                                             No (we do not use ML methods)
## 4353                                                                                      <NA>
## 4354                                                             No (we do not use ML methods)
## 4355   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4356   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4357                                                             No (we do not use ML methods)
## 4358                                                             No (we do not use ML methods)
## 4359    We have well established ML methods (i.e., models in production for more than 2 years)
## 4360   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4361    We have well established ML methods (i.e., models in production for more than 2 years)
## 4362                                                             No (we do not use ML methods)
## 4363    We have well established ML methods (i.e., models in production for more than 2 years)
## 4364                 We are exploring ML methods (and may one day put a model into production)
## 4365                                                             No (we do not use ML methods)
## 4366                                                                                      <NA>
## 4367                 We are exploring ML methods (and may one day put a model into production)
## 4368                                                                                      <NA>
## 4369                                                                             I do not know
## 4370   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4371                                                             No (we do not use ML methods)
## 4372    We have well established ML methods (i.e., models in production for more than 2 years)
## 4373    We have well established ML methods (i.e., models in production for more than 2 years)
## 4374                                                             No (we do not use ML methods)
## 4375   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4376                                                                             I do not know
## 4377   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4378 We use ML methods for generating insights (but do not put working models into production)
## 4379                                                             No (we do not use ML methods)
## 4380                 We are exploring ML methods (and may one day put a model into production)
## 4381                                                             No (we do not use ML methods)
## 4382                                                             No (we do not use ML methods)
## 4383                 We are exploring ML methods (and may one day put a model into production)
## 4384                                                                                      <NA>
## 4385    We have well established ML methods (i.e., models in production for more than 2 years)
## 4386                                                             No (we do not use ML methods)
## 4387   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4388                 We are exploring ML methods (and may one day put a model into production)
## 4389                                                                                      <NA>
## 4390    We have well established ML methods (i.e., models in production for more than 2 years)
## 4391                                                                                      <NA>
## 4392                                                             No (we do not use ML methods)
## 4393                                                                                      <NA>
## 4394                                                             No (we do not use ML methods)
## 4395    We have well established ML methods (i.e., models in production for more than 2 years)
## 4396                                                                                      <NA>
## 4397                                                                             I do not know
## 4398                                                                                      <NA>
## 4399   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4400                                                                                      <NA>
## 4401                                                                                      <NA>
## 4402   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4403                                                                                      <NA>
## 4404                 We are exploring ML methods (and may one day put a model into production)
## 4405                 We are exploring ML methods (and may one day put a model into production)
## 4406   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4407    We have well established ML methods (i.e., models in production for more than 2 years)
## 4408   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4409                                                                                      <NA>
## 4410                                                                                      <NA>
## 4411    We have well established ML methods (i.e., models in production for more than 2 years)
## 4412 We use ML methods for generating insights (but do not put working models into production)
## 4413    We have well established ML methods (i.e., models in production for more than 2 years)
## 4414                                                             No (we do not use ML methods)
## 4415                                                                                      <NA>
## 4416                 We are exploring ML methods (and may one day put a model into production)
## 4417    We have well established ML methods (i.e., models in production for more than 2 years)
## 4418                 We are exploring ML methods (and may one day put a model into production)
## 4419                 We are exploring ML methods (and may one day put a model into production)
## 4420                                                                                      <NA>
## 4421   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4422                                                             No (we do not use ML methods)
## 4423                 We are exploring ML methods (and may one day put a model into production)
## 4424                                                                                      <NA>
## 4425                                                             No (we do not use ML methods)
## 4426                                                                                      <NA>
## 4427                                                                                      <NA>
## 4428                                                             No (we do not use ML methods)
## 4429    We have well established ML methods (i.e., models in production for more than 2 years)
## 4430                 We are exploring ML methods (and may one day put a model into production)
## 4431                                                                             I do not know
## 4432                                                                                      <NA>
## 4433                                                                                      <NA>
## 4434                 We are exploring ML methods (and may one day put a model into production)
## 4435                                                                                      <NA>
## 4436   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4437                 We are exploring ML methods (and may one day put a model into production)
## 4438                 We are exploring ML methods (and may one day put a model into production)
## 4439    We have well established ML methods (i.e., models in production for more than 2 years)
## 4440                 We are exploring ML methods (and may one day put a model into production)
## 4441    We have well established ML methods (i.e., models in production for more than 2 years)
## 4442                                                                                      <NA>
## 4443                 We are exploring ML methods (and may one day put a model into production)
## 4444                                                                                      <NA>
## 4445                 We are exploring ML methods (and may one day put a model into production)
## 4446   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4447                 We are exploring ML methods (and may one day put a model into production)
## 4448                                                                             I do not know
## 4449                                                                                      <NA>
## 4450 We use ML methods for generating insights (but do not put working models into production)
## 4451                                                             No (we do not use ML methods)
## 4452 We use ML methods for generating insights (but do not put working models into production)
## 4453   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4454                                                             No (we do not use ML methods)
## 4455                 We are exploring ML methods (and may one day put a model into production)
## 4456    We have well established ML methods (i.e., models in production for more than 2 years)
## 4457    We have well established ML methods (i.e., models in production for more than 2 years)
## 4458                 We are exploring ML methods (and may one day put a model into production)
## 4459                 We are exploring ML methods (and may one day put a model into production)
## 4460                                                             No (we do not use ML methods)
## 4461   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4462                 We are exploring ML methods (and may one day put a model into production)
## 4463                                                                             I do not know
## 4464                                                             No (we do not use ML methods)
## 4465    We have well established ML methods (i.e., models in production for more than 2 years)
## 4466                 We are exploring ML methods (and may one day put a model into production)
## 4467                                                             No (we do not use ML methods)
## 4468                                                                                      <NA>
## 4469                 We are exploring ML methods (and may one day put a model into production)
## 4470                                                             No (we do not use ML methods)
## 4471 We use ML methods for generating insights (but do not put working models into production)
## 4472 We use ML methods for generating insights (but do not put working models into production)
## 4473                                                                                      <NA>
## 4474    We have well established ML methods (i.e., models in production for more than 2 years)
## 4475                                                                                      <NA>
## 4476 We use ML methods for generating insights (but do not put working models into production)
## 4477                 We are exploring ML methods (and may one day put a model into production)
## 4478                 We are exploring ML methods (and may one day put a model into production)
## 4479                                                             No (we do not use ML methods)
## 4480    We have well established ML methods (i.e., models in production for more than 2 years)
## 4481   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4482                                                                             I do not know
## 4483                 We are exploring ML methods (and may one day put a model into production)
## 4484                 We are exploring ML methods (and may one day put a model into production)
## 4485                                                             No (we do not use ML methods)
## 4486    We have well established ML methods (i.e., models in production for more than 2 years)
## 4487                                                                                      <NA>
## 4488                 We are exploring ML methods (and may one day put a model into production)
## 4489                                                                             I do not know
## 4490 We use ML methods for generating insights (but do not put working models into production)
## 4491                                                                             I do not know
## 4492                                                                                      <NA>
## 4493    We have well established ML methods (i.e., models in production for more than 2 years)
## 4494                                                             No (we do not use ML methods)
## 4495                 We are exploring ML methods (and may one day put a model into production)
## 4496                                                                                      <NA>
## 4497 We use ML methods for generating insights (but do not put working models into production)
## 4498                                                                                      <NA>
## 4499                                                                             I do not know
## 4500 We use ML methods for generating insights (but do not put working models into production)
## 4501    We have well established ML methods (i.e., models in production for more than 2 years)
## 4502    We have well established ML methods (i.e., models in production for more than 2 years)
## 4503                 We are exploring ML methods (and may one day put a model into production)
## 4504                 We are exploring ML methods (and may one day put a model into production)
## 4505                                                                                      <NA>
## 4506                                                                             I do not know
## 4507                                                             No (we do not use ML methods)
## 4508 We use ML methods for generating insights (but do not put working models into production)
## 4509    We have well established ML methods (i.e., models in production for more than 2 years)
## 4510                                                                                      <NA>
## 4511                                                                                      <NA>
## 4512    We have well established ML methods (i.e., models in production for more than 2 years)
## 4513                 We are exploring ML methods (and may one day put a model into production)
## 4514                                                                                      <NA>
## 4515                 We are exploring ML methods (and may one day put a model into production)
## 4516    We have well established ML methods (i.e., models in production for more than 2 years)
## 4517 We use ML methods for generating insights (but do not put working models into production)
## 4518                                                                             I do not know
## 4519   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4520 We use ML methods for generating insights (but do not put working models into production)
## 4521                                                             No (we do not use ML methods)
## 4522                 We are exploring ML methods (and may one day put a model into production)
## 4523                                                                                      <NA>
## 4524                                                             No (we do not use ML methods)
## 4525                                                                             I do not know
## 4526    We have well established ML methods (i.e., models in production for more than 2 years)
## 4527    We have well established ML methods (i.e., models in production for more than 2 years)
## 4528   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4529                                                             No (we do not use ML methods)
## 4530   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4531 We use ML methods for generating insights (but do not put working models into production)
## 4532                 We are exploring ML methods (and may one day put a model into production)
## 4533   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4534   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4535                                                                                      <NA>
## 4536                                                             No (we do not use ML methods)
## 4537    We have well established ML methods (i.e., models in production for more than 2 years)
## 4538    We have well established ML methods (i.e., models in production for more than 2 years)
## 4539    We have well established ML methods (i.e., models in production for more than 2 years)
## 4540                                                             No (we do not use ML methods)
## 4541                                                             No (we do not use ML methods)
## 4542                 We are exploring ML methods (and may one day put a model into production)
## 4543                                                             No (we do not use ML methods)
## 4544                                                                                      <NA>
## 4545 We use ML methods for generating insights (but do not put working models into production)
## 4546   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4547    We have well established ML methods (i.e., models in production for more than 2 years)
## 4548   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4549                                                             No (we do not use ML methods)
## 4550                                                                                      <NA>
## 4551   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4552    We have well established ML methods (i.e., models in production for more than 2 years)
## 4553                                                                                      <NA>
## 4554                                                             No (we do not use ML methods)
## 4555    We have well established ML methods (i.e., models in production for more than 2 years)
## 4556                                                                             I do not know
## 4557                 We are exploring ML methods (and may one day put a model into production)
## 4558                                                                             I do not know
## 4559    We have well established ML methods (i.e., models in production for more than 2 years)
## 4560                                                             No (we do not use ML methods)
## 4561                 We are exploring ML methods (and may one day put a model into production)
## 4562                                                                                      <NA>
## 4563   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4564    We have well established ML methods (i.e., models in production for more than 2 years)
## 4565   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4566    We have well established ML methods (i.e., models in production for more than 2 years)
## 4567    We have well established ML methods (i.e., models in production for more than 2 years)
## 4568                                                                                      <NA>
## 4569                                                             No (we do not use ML methods)
## 4570                                                             No (we do not use ML methods)
## 4571                                                                             I do not know
## 4572 We use ML methods for generating insights (but do not put working models into production)
## 4573                                                                             I do not know
## 4574                                                             No (we do not use ML methods)
## 4575                 We are exploring ML methods (and may one day put a model into production)
## 4576                                                                                      <NA>
## 4577                 We are exploring ML methods (and may one day put a model into production)
## 4578                                                                                      <NA>
## 4579                                                             No (we do not use ML methods)
## 4580                                                                                      <NA>
## 4581                 We are exploring ML methods (and may one day put a model into production)
## 4582                 We are exploring ML methods (and may one day put a model into production)
## 4583                                                                                      <NA>
## 4584   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4585   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4586                                                                                      <NA>
## 4587                                                                                      <NA>
## 4588    We have well established ML methods (i.e., models in production for more than 2 years)
## 4589 We use ML methods for generating insights (but do not put working models into production)
## 4590                 We are exploring ML methods (and may one day put a model into production)
## 4591 We use ML methods for generating insights (but do not put working models into production)
## 4592                                                                                      <NA>
## 4593                                                             No (we do not use ML methods)
## 4594                                                                                      <NA>
## 4595                                                             No (we do not use ML methods)
## 4596    We have well established ML methods (i.e., models in production for more than 2 years)
## 4597                                                                                      <NA>
## 4598                                                                                      <NA>
## 4599   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4600                                                             No (we do not use ML methods)
## 4601   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4602                                                                                      <NA>
## 4603                 We are exploring ML methods (and may one day put a model into production)
## 4604                                                             No (we do not use ML methods)
## 4605                 We are exploring ML methods (and may one day put a model into production)
## 4606                 We are exploring ML methods (and may one day put a model into production)
## 4607                                                             No (we do not use ML methods)
## 4608                                                             No (we do not use ML methods)
## 4609                 We are exploring ML methods (and may one day put a model into production)
## 4610                                                                             I do not know
## 4611                                                                             I do not know
## 4612    We have well established ML methods (i.e., models in production for more than 2 years)
## 4613    We have well established ML methods (i.e., models in production for more than 2 years)
## 4614   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4615                                                             No (we do not use ML methods)
## 4616   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4617                 We are exploring ML methods (and may one day put a model into production)
## 4618                 We are exploring ML methods (and may one day put a model into production)
## 4619                 We are exploring ML methods (and may one day put a model into production)
## 4620                 We are exploring ML methods (and may one day put a model into production)
## 4621                 We are exploring ML methods (and may one day put a model into production)
## 4622                                                                                      <NA>
## 4623    We have well established ML methods (i.e., models in production for more than 2 years)
## 4624   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4625   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4626                                                             No (we do not use ML methods)
## 4627                                                             No (we do not use ML methods)
## 4628 We use ML methods for generating insights (but do not put working models into production)
## 4629                                                                                      <NA>
## 4630                                                                                      <NA>
## 4631   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4632                                                             No (we do not use ML methods)
## 4633    We have well established ML methods (i.e., models in production for more than 2 years)
## 4634                 We are exploring ML methods (and may one day put a model into production)
## 4635   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4636                 We are exploring ML methods (and may one day put a model into production)
## 4637    We have well established ML methods (i.e., models in production for more than 2 years)
## 4638   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4639                                                                                      <NA>
## 4640                 We are exploring ML methods (and may one day put a model into production)
## 4641                                                             No (we do not use ML methods)
## 4642                                                             No (we do not use ML methods)
## 4643                                                                                      <NA>
## 4644                                                             No (we do not use ML methods)
## 4645                                                             No (we do not use ML methods)
## 4646                                                                             I do not know
## 4647    We have well established ML methods (i.e., models in production for more than 2 years)
## 4648 We use ML methods for generating insights (but do not put working models into production)
## 4649                                                             No (we do not use ML methods)
## 4650    We have well established ML methods (i.e., models in production for more than 2 years)
## 4651   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4652    We have well established ML methods (i.e., models in production for more than 2 years)
## 4653                                                                                      <NA>
## 4654                                                                                      <NA>
## 4655                 We are exploring ML methods (and may one day put a model into production)
## 4656    We have well established ML methods (i.e., models in production for more than 2 years)
## 4657                                                                                      <NA>
## 4658                                                             No (we do not use ML methods)
## 4659                 We are exploring ML methods (and may one day put a model into production)
## 4660                                                                             I do not know
## 4661    We have well established ML methods (i.e., models in production for more than 2 years)
## 4662                                                                                      <NA>
## 4663                                                             No (we do not use ML methods)
## 4664                 We are exploring ML methods (and may one day put a model into production)
## 4665 We use ML methods for generating insights (but do not put working models into production)
## 4666                 We are exploring ML methods (and may one day put a model into production)
## 4667                                                                                      <NA>
## 4668   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4669                                                                                      <NA>
## 4670    We have well established ML methods (i.e., models in production for more than 2 years)
## 4671    We have well established ML methods (i.e., models in production for more than 2 years)
## 4672                                                             No (we do not use ML methods)
## 4673   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4674 We use ML methods for generating insights (but do not put working models into production)
## 4675    We have well established ML methods (i.e., models in production for more than 2 years)
## 4676                 We are exploring ML methods (and may one day put a model into production)
## 4677                 We are exploring ML methods (and may one day put a model into production)
## 4678                                                                                      <NA>
## 4679    We have well established ML methods (i.e., models in production for more than 2 years)
## 4680                                                                                      <NA>
## 4681                                                                                      <NA>
## 4682                 We are exploring ML methods (and may one day put a model into production)
## 4683                                                                                      <NA>
## 4684                                                             No (we do not use ML methods)
## 4685                 We are exploring ML methods (and may one day put a model into production)
## 4686   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4687                 We are exploring ML methods (and may one day put a model into production)
## 4688                                                             No (we do not use ML methods)
## 4689                                                                                      <NA>
## 4690                 We are exploring ML methods (and may one day put a model into production)
## 4691                                                                             I do not know
## 4692   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4693 We use ML methods for generating insights (but do not put working models into production)
## 4694    We have well established ML methods (i.e., models in production for more than 2 years)
## 4695 We use ML methods for generating insights (but do not put working models into production)
## 4696   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4697                                                                                      <NA>
## 4698 We use ML methods for generating insights (but do not put working models into production)
## 4699   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4700                                                                                      <NA>
## 4701                 We are exploring ML methods (and may one day put a model into production)
## 4702                                                                                      <NA>
## 4703                                                                                      <NA>
## 4704    We have well established ML methods (i.e., models in production for more than 2 years)
## 4705                 We are exploring ML methods (and may one day put a model into production)
## 4706    We have well established ML methods (i.e., models in production for more than 2 years)
## 4707                                                                                      <NA>
## 4708 We use ML methods for generating insights (but do not put working models into production)
## 4709                                                                                      <NA>
## 4710    We have well established ML methods (i.e., models in production for more than 2 years)
## 4711 We use ML methods for generating insights (but do not put working models into production)
## 4712                                                                                      <NA>
## 4713   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4714                                                                                      <NA>
## 4715                                                                                      <NA>
## 4716 We use ML methods for generating insights (but do not put working models into production)
## 4717   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4718   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4719   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4720                                                             No (we do not use ML methods)
## 4721                 We are exploring ML methods (and may one day put a model into production)
## 4722   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4723                                                                                      <NA>
## 4724                 We are exploring ML methods (and may one day put a model into production)
## 4725   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4726   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4727   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4728                                                                                      <NA>
## 4729 We use ML methods for generating insights (but do not put working models into production)
## 4730    We have well established ML methods (i.e., models in production for more than 2 years)
## 4731 We use ML methods for generating insights (but do not put working models into production)
## 4732    We have well established ML methods (i.e., models in production for more than 2 years)
## 4733    We have well established ML methods (i.e., models in production for more than 2 years)
## 4734 We use ML methods for generating insights (but do not put working models into production)
## 4735                 We are exploring ML methods (and may one day put a model into production)
## 4736                                                                             I do not know
## 4737                                                                                      <NA>
## 4738 We use ML methods for generating insights (but do not put working models into production)
## 4739 We use ML methods for generating insights (but do not put working models into production)
## 4740                 We are exploring ML methods (and may one day put a model into production)
## 4741 We use ML methods for generating insights (but do not put working models into production)
## 4742    We have well established ML methods (i.e., models in production for more than 2 years)
## 4743                                                                                      <NA>
## 4744                                                             No (we do not use ML methods)
## 4745                 We are exploring ML methods (and may one day put a model into production)
## 4746                                                                                      <NA>
## 4747                                                                                      <NA>
## 4748                 We are exploring ML methods (and may one day put a model into production)
## 4749                                                             No (we do not use ML methods)
## 4750    We have well established ML methods (i.e., models in production for more than 2 years)
## 4751                                                                                      <NA>
## 4752    We have well established ML methods (i.e., models in production for more than 2 years)
## 4753    We have well established ML methods (i.e., models in production for more than 2 years)
## 4754                                                                                      <NA>
## 4755                                                             No (we do not use ML methods)
## 4756                                                                                      <NA>
## 4757 We use ML methods for generating insights (but do not put working models into production)
## 4758 We use ML methods for generating insights (but do not put working models into production)
## 4759 We use ML methods for generating insights (but do not put working models into production)
## 4760   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4761   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4762                                                                                      <NA>
## 4763                 We are exploring ML methods (and may one day put a model into production)
## 4764    We have well established ML methods (i.e., models in production for more than 2 years)
## 4765                                                                                      <NA>
## 4766                 We are exploring ML methods (and may one day put a model into production)
## 4767                                                             No (we do not use ML methods)
## 4768   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4769   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4770    We have well established ML methods (i.e., models in production for more than 2 years)
## 4771 We use ML methods for generating insights (but do not put working models into production)
## 4772                                                                                      <NA>
## 4773                                                                                      <NA>
## 4774    We have well established ML methods (i.e., models in production for more than 2 years)
## 4775 We use ML methods for generating insights (but do not put working models into production)
## 4776    We have well established ML methods (i.e., models in production for more than 2 years)
## 4777                 We are exploring ML methods (and may one day put a model into production)
## 4778                                                                                      <NA>
## 4779    We have well established ML methods (i.e., models in production for more than 2 years)
## 4780                                                             No (we do not use ML methods)
## 4781                                                                                      <NA>
## 4782    We have well established ML methods (i.e., models in production for more than 2 years)
## 4783    We have well established ML methods (i.e., models in production for more than 2 years)
## 4784                                                                                      <NA>
## 4785                                                                             I do not know
## 4786 We use ML methods for generating insights (but do not put working models into production)
## 4787                                                                                      <NA>
## 4788                                                                                      <NA>
## 4789   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4790                                                                                      <NA>
## 4791                 We are exploring ML methods (and may one day put a model into production)
## 4792    We have well established ML methods (i.e., models in production for more than 2 years)
## 4793                 We are exploring ML methods (and may one day put a model into production)
## 4794    We have well established ML methods (i.e., models in production for more than 2 years)
## 4795 We use ML methods for generating insights (but do not put working models into production)
## 4796    We have well established ML methods (i.e., models in production for more than 2 years)
## 4797                 We are exploring ML methods (and may one day put a model into production)
## 4798                                                                                      <NA>
## 4799                                                                                      <NA>
## 4800    We have well established ML methods (i.e., models in production for more than 2 years)
## 4801                                                                                      <NA>
## 4802                                                                                      <NA>
## 4803                                                                                      <NA>
## 4804   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4805                                                             No (we do not use ML methods)
## 4806                                                                                      <NA>
## 4807   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4808                 We are exploring ML methods (and may one day put a model into production)
## 4809                                                                                      <NA>
## 4810                 We are exploring ML methods (and may one day put a model into production)
## 4811 We use ML methods for generating insights (but do not put working models into production)
## 4812   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4813                 We are exploring ML methods (and may one day put a model into production)
## 4814    We have well established ML methods (i.e., models in production for more than 2 years)
## 4815                                                                                      <NA>
## 4816    We have well established ML methods (i.e., models in production for more than 2 years)
## 4817   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4818    We have well established ML methods (i.e., models in production for more than 2 years)
## 4819   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4820   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4821                                                                                      <NA>
## 4822   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4823   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4824    We have well established ML methods (i.e., models in production for more than 2 years)
## 4825    We have well established ML methods (i.e., models in production for more than 2 years)
## 4826    We have well established ML methods (i.e., models in production for more than 2 years)
## 4827   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4828    We have well established ML methods (i.e., models in production for more than 2 years)
## 4829                                                                                      <NA>
## 4830                                                                                      <NA>
## 4831   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4832                                                             No (we do not use ML methods)
## 4833                                                             No (we do not use ML methods)
## 4834                                                                                      <NA>
## 4835    We have well established ML methods (i.e., models in production for more than 2 years)
## 4836                 We are exploring ML methods (and may one day put a model into production)
## 4837 We use ML methods for generating insights (but do not put working models into production)
## 4838                                                                                      <NA>
## 4839                 We are exploring ML methods (and may one day put a model into production)
## 4840                 We are exploring ML methods (and may one day put a model into production)
## 4841   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4842 We use ML methods for generating insights (but do not put working models into production)
## 4843    We have well established ML methods (i.e., models in production for more than 2 years)
## 4844    We have well established ML methods (i.e., models in production for more than 2 years)
## 4845                 We are exploring ML methods (and may one day put a model into production)
## 4846    We have well established ML methods (i.e., models in production for more than 2 years)
## 4847                                                             No (we do not use ML methods)
## 4848                                                             No (we do not use ML methods)
## 4849    We have well established ML methods (i.e., models in production for more than 2 years)
## 4850                 We are exploring ML methods (and may one day put a model into production)
## 4851                                                             No (we do not use ML methods)
## 4852   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4853                                                             No (we do not use ML methods)
## 4854    We have well established ML methods (i.e., models in production for more than 2 years)
## 4855   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4856                 We are exploring ML methods (and may one day put a model into production)
## 4857 We use ML methods for generating insights (but do not put working models into production)
## 4858    We have well established ML methods (i.e., models in production for more than 2 years)
## 4859 We use ML methods for generating insights (but do not put working models into production)
## 4860   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4861                                                             No (we do not use ML methods)
## 4862                                                                                      <NA>
## 4863    We have well established ML methods (i.e., models in production for more than 2 years)
## 4864    We have well established ML methods (i.e., models in production for more than 2 years)
## 4865                                                                                      <NA>
## 4866                                                             No (we do not use ML methods)
## 4867    We have well established ML methods (i.e., models in production for more than 2 years)
## 4868                                                                                      <NA>
## 4869   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4870                                                             No (we do not use ML methods)
## 4871    We have well established ML methods (i.e., models in production for more than 2 years)
## 4872 We use ML methods for generating insights (but do not put working models into production)
## 4873                 We are exploring ML methods (and may one day put a model into production)
## 4874    We have well established ML methods (i.e., models in production for more than 2 years)
## 4875   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4876   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4877                                                                                      <NA>
## 4878   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4879                                                                                      <NA>
## 4880   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4881                                                                             I do not know
## 4882                                                                                      <NA>
## 4883                                                                                      <NA>
## 4884    We have well established ML methods (i.e., models in production for more than 2 years)
## 4885                                                                                      <NA>
## 4886                                                                             I do not know
## 4887                                                             No (we do not use ML methods)
## 4888   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4889    We have well established ML methods (i.e., models in production for more than 2 years)
## 4890   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4891 We use ML methods for generating insights (but do not put working models into production)
## 4892 We use ML methods for generating insights (but do not put working models into production)
## 4893                                                                                      <NA>
## 4894                                                                                      <NA>
## 4895                                                             No (we do not use ML methods)
## 4896 We use ML methods for generating insights (but do not put working models into production)
## 4897                                                                                      <NA>
## 4898                                                                                      <NA>
## 4899    We have well established ML methods (i.e., models in production for more than 2 years)
## 4900   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4901    We have well established ML methods (i.e., models in production for more than 2 years)
## 4902   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4903   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4904                                                                                      <NA>
## 4905    We have well established ML methods (i.e., models in production for more than 2 years)
## 4906                 We are exploring ML methods (and may one day put a model into production)
## 4907    We have well established ML methods (i.e., models in production for more than 2 years)
## 4908                                                                                      <NA>
## 4909                 We are exploring ML methods (and may one day put a model into production)
## 4910                                                                                      <NA>
## 4911   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4912                                                             No (we do not use ML methods)
## 4913                                                                                      <NA>
## 4914    We have well established ML methods (i.e., models in production for more than 2 years)
## 4915                 We are exploring ML methods (and may one day put a model into production)
## 4916    We have well established ML methods (i.e., models in production for more than 2 years)
## 4917                                                             No (we do not use ML methods)
## 4918                                                             No (we do not use ML methods)
## 4919                                                                             I do not know
## 4920    We have well established ML methods (i.e., models in production for more than 2 years)
## 4921                                                             No (we do not use ML methods)
## 4922                                                             No (we do not use ML methods)
## 4923    We have well established ML methods (i.e., models in production for more than 2 years)
## 4924                 We are exploring ML methods (and may one day put a model into production)
## 4925                                                                                      <NA>
## 4926    We have well established ML methods (i.e., models in production for more than 2 years)
## 4927                 We are exploring ML methods (and may one day put a model into production)
## 4928    We have well established ML methods (i.e., models in production for more than 2 years)
## 4929                                                             No (we do not use ML methods)
## 4930                 We are exploring ML methods (and may one day put a model into production)
## 4931                                                             No (we do not use ML methods)
## 4932                                                             No (we do not use ML methods)
## 4933 We use ML methods for generating insights (but do not put working models into production)
## 4934    We have well established ML methods (i.e., models in production for more than 2 years)
## 4935   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4936                                                                             I do not know
## 4937                 We are exploring ML methods (and may one day put a model into production)
## 4938                                                                                      <NA>
## 4939                                                                                      <NA>
## 4940                                                                                      <NA>
## 4941                                                             No (we do not use ML methods)
## 4942    We have well established ML methods (i.e., models in production for more than 2 years)
## 4943                                                             No (we do not use ML methods)
## 4944 We use ML methods for generating insights (but do not put working models into production)
## 4945                                                                             I do not know
## 4946                 We are exploring ML methods (and may one day put a model into production)
## 4947   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4948                                                                             I do not know
## 4949   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4950                 We are exploring ML methods (and may one day put a model into production)
## 4951 We use ML methods for generating insights (but do not put working models into production)
## 4952   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4953                                                             No (we do not use ML methods)
## 4954    We have well established ML methods (i.e., models in production for more than 2 years)
## 4955   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4956   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4957                                                                                      <NA>
## 4958                                                                                      <NA>
## 4959   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4960                                                                             I do not know
## 4961                 We are exploring ML methods (and may one day put a model into production)
## 4962                                                             No (we do not use ML methods)
## 4963    We have well established ML methods (i.e., models in production for more than 2 years)
## 4964                                                                                      <NA>
## 4965   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4966                 We are exploring ML methods (and may one day put a model into production)
## 4967                 We are exploring ML methods (and may one day put a model into production)
## 4968                 We are exploring ML methods (and may one day put a model into production)
## 4969 We use ML methods for generating insights (but do not put working models into production)
## 4970                                                                             I do not know
## 4971                                                                                      <NA>
## 4972                                                                                      <NA>
## 4973   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4974    We have well established ML methods (i.e., models in production for more than 2 years)
## 4975   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4976    We have well established ML methods (i.e., models in production for more than 2 years)
## 4977                                                                             I do not know
## 4978    We have well established ML methods (i.e., models in production for more than 2 years)
## 4979   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4980                 We are exploring ML methods (and may one day put a model into production)
## 4981    We have well established ML methods (i.e., models in production for more than 2 years)
## 4982                                                             No (we do not use ML methods)
## 4983                 We are exploring ML methods (and may one day put a model into production)
## 4984   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4985                                                                                      <NA>
## 4986                                                                             I do not know
## 4987                                                             No (we do not use ML methods)
## 4988   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4989    We have well established ML methods (i.e., models in production for more than 2 years)
## 4990                                                             No (we do not use ML methods)
## 4991   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4992                 We are exploring ML methods (and may one day put a model into production)
## 4993                                                             No (we do not use ML methods)
## 4994 We use ML methods for generating insights (but do not put working models into production)
## 4995    We have well established ML methods (i.e., models in production for more than 2 years)
## 4996    We have well established ML methods (i.e., models in production for more than 2 years)
## 4997   We recently started using ML methods (i.e., models in production for less than 2 years)
## 4998                                                             No (we do not use ML methods)
## 4999                                                             No (we do not use ML methods)
## 5000                 We are exploring ML methods (and may one day put a model into production)
## 5001   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5002    We have well established ML methods (i.e., models in production for more than 2 years)
## 5003                 We are exploring ML methods (and may one day put a model into production)
## 5004    We have well established ML methods (i.e., models in production for more than 2 years)
## 5005                                                                                      <NA>
## 5006                 We are exploring ML methods (and may one day put a model into production)
## 5007 We use ML methods for generating insights (but do not put working models into production)
## 5008    We have well established ML methods (i.e., models in production for more than 2 years)
## 5009                                                                             I do not know
## 5010    We have well established ML methods (i.e., models in production for more than 2 years)
## 5011                 We are exploring ML methods (and may one day put a model into production)
## 5012 We use ML methods for generating insights (but do not put working models into production)
## 5013 We use ML methods for generating insights (but do not put working models into production)
## 5014 We use ML methods for generating insights (but do not put working models into production)
## 5015    We have well established ML methods (i.e., models in production for more than 2 years)
## 5016                                                                                      <NA>
## 5017                                                                                      <NA>
## 5018   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5019   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5020    We have well established ML methods (i.e., models in production for more than 2 years)
## 5021                 We are exploring ML methods (and may one day put a model into production)
## 5022                                                                                      <NA>
## 5023    We have well established ML methods (i.e., models in production for more than 2 years)
## 5024   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5025                                                                                      <NA>
## 5026                                                                                      <NA>
## 5027    We have well established ML methods (i.e., models in production for more than 2 years)
## 5028    We have well established ML methods (i.e., models in production for more than 2 years)
## 5029 We use ML methods for generating insights (but do not put working models into production)
## 5030                 We are exploring ML methods (and may one day put a model into production)
## 5031    We have well established ML methods (i.e., models in production for more than 2 years)
## 5032                                                             No (we do not use ML methods)
## 5033   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5034                                                                                      <NA>
## 5035                 We are exploring ML methods (and may one day put a model into production)
## 5036   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5037                                                                                      <NA>
## 5038                                                                             I do not know
## 5039   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5040                                                             No (we do not use ML methods)
## 5041                                                             No (we do not use ML methods)
## 5042   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5043   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5044                                                                                      <NA>
## 5045                                                                             I do not know
## 5046                                                                                      <NA>
## 5047                                                                                      <NA>
## 5048                                                                                      <NA>
## 5049                                                                             I do not know
## 5050 We use ML methods for generating insights (but do not put working models into production)
## 5051    We have well established ML methods (i.e., models in production for more than 2 years)
## 5052    We have well established ML methods (i.e., models in production for more than 2 years)
## 5053                                                                                      <NA>
## 5054 We use ML methods for generating insights (but do not put working models into production)
## 5055   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5056   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5057    We have well established ML methods (i.e., models in production for more than 2 years)
## 5058                                                             No (we do not use ML methods)
## 5059    We have well established ML methods (i.e., models in production for more than 2 years)
## 5060                 We are exploring ML methods (and may one day put a model into production)
## 5061                                                                                      <NA>
## 5062                                                                             I do not know
## 5063                                                                                      <NA>
## 5064 We use ML methods for generating insights (but do not put working models into production)
## 5065                                                                                      <NA>
## 5066                                                                                      <NA>
## 5067    We have well established ML methods (i.e., models in production for more than 2 years)
## 5068                                                             No (we do not use ML methods)
## 5069    We have well established ML methods (i.e., models in production for more than 2 years)
## 5070                                                                                      <NA>
## 5071   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5072 We use ML methods for generating insights (but do not put working models into production)
## 5073   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5074                                                                                      <NA>
## 5075 We use ML methods for generating insights (but do not put working models into production)
## 5076                                                                                      <NA>
## 5077                 We are exploring ML methods (and may one day put a model into production)
## 5078                                                                                      <NA>
## 5079   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5080                                                                                      <NA>
## 5081                 We are exploring ML methods (and may one day put a model into production)
## 5082   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5083                                                                                      <NA>
## 5084                                                                                      <NA>
## 5085   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5086   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5087                                                                                      <NA>
## 5088                                                                                      <NA>
## 5089    We have well established ML methods (i.e., models in production for more than 2 years)
## 5090   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5091                                                                                      <NA>
## 5092                                                             No (we do not use ML methods)
## 5093   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5094                                                                                      <NA>
## 5095                                                                             I do not know
## 5096                 We are exploring ML methods (and may one day put a model into production)
## 5097   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5098    We have well established ML methods (i.e., models in production for more than 2 years)
## 5099                 We are exploring ML methods (and may one day put a model into production)
## 5100   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5101                                                                                      <NA>
## 5102                                                                             I do not know
## 5103                 We are exploring ML methods (and may one day put a model into production)
## 5104    We have well established ML methods (i.e., models in production for more than 2 years)
## 5105                 We are exploring ML methods (and may one day put a model into production)
## 5106                 We are exploring ML methods (and may one day put a model into production)
## 5107                 We are exploring ML methods (and may one day put a model into production)
## 5108    We have well established ML methods (i.e., models in production for more than 2 years)
## 5109 We use ML methods for generating insights (but do not put working models into production)
## 5110                 We are exploring ML methods (and may one day put a model into production)
## 5111   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5112   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5113    We have well established ML methods (i.e., models in production for more than 2 years)
## 5114                                                             No (we do not use ML methods)
## 5115    We have well established ML methods (i.e., models in production for more than 2 years)
## 5116                 We are exploring ML methods (and may one day put a model into production)
## 5117   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5118                                                             No (we do not use ML methods)
## 5119                                                                                      <NA>
## 5120                                                                             I do not know
## 5121                                                                                      <NA>
## 5122                                                                                      <NA>
## 5123   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5124                 We are exploring ML methods (and may one day put a model into production)
## 5125                                                             No (we do not use ML methods)
## 5126    We have well established ML methods (i.e., models in production for more than 2 years)
## 5127   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5128                                                             No (we do not use ML methods)
## 5129                                                             No (we do not use ML methods)
## 5130 We use ML methods for generating insights (but do not put working models into production)
## 5131                 We are exploring ML methods (and may one day put a model into production)
## 5132                 We are exploring ML methods (and may one day put a model into production)
## 5133                                                                                      <NA>
## 5134    We have well established ML methods (i.e., models in production for more than 2 years)
## 5135                 We are exploring ML methods (and may one day put a model into production)
## 5136    We have well established ML methods (i.e., models in production for more than 2 years)
## 5137                                                                                      <NA>
## 5138                                                                                      <NA>
## 5139    We have well established ML methods (i.e., models in production for more than 2 years)
## 5140                 We are exploring ML methods (and may one day put a model into production)
## 5141                                                                                      <NA>
## 5142                                                                                      <NA>
## 5143                                                             No (we do not use ML methods)
## 5144   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5145                                                                                      <NA>
## 5146   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5147 We use ML methods for generating insights (but do not put working models into production)
## 5148    We have well established ML methods (i.e., models in production for more than 2 years)
## 5149                 We are exploring ML methods (and may one day put a model into production)
## 5150                                                                                      <NA>
## 5151    We have well established ML methods (i.e., models in production for more than 2 years)
## 5152                 We are exploring ML methods (and may one day put a model into production)
## 5153                                                             No (we do not use ML methods)
## 5154   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5155   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5156   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5157                                                                             I do not know
## 5158                                                                             I do not know
## 5159                                                                                      <NA>
## 5160                                                             No (we do not use ML methods)
## 5161                                                             No (we do not use ML methods)
## 5162                                                                             I do not know
## 5163                                                                             I do not know
## 5164   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5165                                                                             I do not know
## 5166 We use ML methods for generating insights (but do not put working models into production)
## 5167 We use ML methods for generating insights (but do not put working models into production)
## 5168   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5169                                                             No (we do not use ML methods)
## 5170   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5171   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5172   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5173    We have well established ML methods (i.e., models in production for more than 2 years)
## 5174   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5175                 We are exploring ML methods (and may one day put a model into production)
## 5176   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5177                                                                                      <NA>
## 5178   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5179   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5180                 We are exploring ML methods (and may one day put a model into production)
## 5181    We have well established ML methods (i.e., models in production for more than 2 years)
## 5182                                                             No (we do not use ML methods)
## 5183    We have well established ML methods (i.e., models in production for more than 2 years)
## 5184                                                                             I do not know
## 5185    We have well established ML methods (i.e., models in production for more than 2 years)
## 5186    We have well established ML methods (i.e., models in production for more than 2 years)
## 5187                                                             No (we do not use ML methods)
## 5188                                                                                      <NA>
## 5189                                                                                      <NA>
## 5190 We use ML methods for generating insights (but do not put working models into production)
## 5191                                                             No (we do not use ML methods)
## 5192                                                                                      <NA>
## 5193 We use ML methods for generating insights (but do not put working models into production)
## 5194    We have well established ML methods (i.e., models in production for more than 2 years)
## 5195    We have well established ML methods (i.e., models in production for more than 2 years)
## 5196                                                                                      <NA>
## 5197    We have well established ML methods (i.e., models in production for more than 2 years)
## 5198   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5199   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5200                                                             No (we do not use ML methods)
## 5201   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5202                                                                                      <NA>
## 5203                 We are exploring ML methods (and may one day put a model into production)
## 5204    We have well established ML methods (i.e., models in production for more than 2 years)
## 5205                 We are exploring ML methods (and may one day put a model into production)
## 5206                 We are exploring ML methods (and may one day put a model into production)
## 5207    We have well established ML methods (i.e., models in production for more than 2 years)
## 5208                                                                                      <NA>
## 5209                 We are exploring ML methods (and may one day put a model into production)
## 5210   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5211 We use ML methods for generating insights (but do not put working models into production)
## 5212   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5213                                                             No (we do not use ML methods)
## 5214    We have well established ML methods (i.e., models in production for more than 2 years)
## 5215                                                             No (we do not use ML methods)
## 5216    We have well established ML methods (i.e., models in production for more than 2 years)
## 5217                                                                                      <NA>
## 5218                                                                             I do not know
## 5219                                                             No (we do not use ML methods)
## 5220                                                             No (we do not use ML methods)
## 5221    We have well established ML methods (i.e., models in production for more than 2 years)
## 5222                                                             No (we do not use ML methods)
## 5223                 We are exploring ML methods (and may one day put a model into production)
## 5224                 We are exploring ML methods (and may one day put a model into production)
## 5225                                                                                      <NA>
## 5226    We have well established ML methods (i.e., models in production for more than 2 years)
## 5227                 We are exploring ML methods (and may one day put a model into production)
## 5228    We have well established ML methods (i.e., models in production for more than 2 years)
## 5229                                                                                      <NA>
## 5230   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5231   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5232 We use ML methods for generating insights (but do not put working models into production)
## 5233    We have well established ML methods (i.e., models in production for more than 2 years)
## 5234   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5235 We use ML methods for generating insights (but do not put working models into production)
## 5236    We have well established ML methods (i.e., models in production for more than 2 years)
## 5237   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5238   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5239   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5240   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5241                 We are exploring ML methods (and may one day put a model into production)
## 5242 We use ML methods for generating insights (but do not put working models into production)
## 5243 We use ML methods for generating insights (but do not put working models into production)
## 5244    We have well established ML methods (i.e., models in production for more than 2 years)
## 5245   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5246    We have well established ML methods (i.e., models in production for more than 2 years)
## 5247                                                                                      <NA>
## 5248                                                                                      <NA>
## 5249                                                                                      <NA>
## 5250                 We are exploring ML methods (and may one day put a model into production)
## 5251                                                                             I do not know
## 5252                                                                             I do not know
## 5253                                                             No (we do not use ML methods)
## 5254                 We are exploring ML methods (and may one day put a model into production)
## 5255                 We are exploring ML methods (and may one day put a model into production)
## 5256                 We are exploring ML methods (and may one day put a model into production)
## 5257                                                             No (we do not use ML methods)
## 5258                                                                             I do not know
## 5259   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5260                                                                                      <NA>
## 5261                                                                                      <NA>
## 5262 We use ML methods for generating insights (but do not put working models into production)
## 5263    We have well established ML methods (i.e., models in production for more than 2 years)
## 5264    We have well established ML methods (i.e., models in production for more than 2 years)
## 5265                 We are exploring ML methods (and may one day put a model into production)
## 5266                 We are exploring ML methods (and may one day put a model into production)
## 5267                 We are exploring ML methods (and may one day put a model into production)
## 5268    We have well established ML methods (i.e., models in production for more than 2 years)
## 5269   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5270                 We are exploring ML methods (and may one day put a model into production)
## 5271   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5272 We use ML methods for generating insights (but do not put working models into production)
## 5273                                                                                      <NA>
## 5274    We have well established ML methods (i.e., models in production for more than 2 years)
## 5275    We have well established ML methods (i.e., models in production for more than 2 years)
## 5276                                                                                      <NA>
## 5277 We use ML methods for generating insights (but do not put working models into production)
## 5278                                                                                      <NA>
## 5279                                                                                      <NA>
## 5280                                                             No (we do not use ML methods)
## 5281                                                                                      <NA>
## 5282 We use ML methods for generating insights (but do not put working models into production)
## 5283                                                             No (we do not use ML methods)
## 5284   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5285   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5286                                                                             I do not know
## 5287   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5288                                                                                      <NA>
## 5289                                                             No (we do not use ML methods)
## 5290   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5291   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5292    We have well established ML methods (i.e., models in production for more than 2 years)
## 5293   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5294                                                                                      <NA>
## 5295 We use ML methods for generating insights (but do not put working models into production)
## 5296   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5297 We use ML methods for generating insights (but do not put working models into production)
## 5298    We have well established ML methods (i.e., models in production for more than 2 years)
## 5299   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5300                                                             No (we do not use ML methods)
## 5301                                                                                      <NA>
## 5302   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5303    We have well established ML methods (i.e., models in production for more than 2 years)
## 5304   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5305                                                                                      <NA>
## 5306   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5307                                                             No (we do not use ML methods)
## 5308                                                                                      <NA>
## 5309   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5310                 We are exploring ML methods (and may one day put a model into production)
## 5311   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5312                                                                             I do not know
## 5313   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5314                                                             No (we do not use ML methods)
## 5315    We have well established ML methods (i.e., models in production for more than 2 years)
## 5316 We use ML methods for generating insights (but do not put working models into production)
## 5317 We use ML methods for generating insights (but do not put working models into production)
## 5318                 We are exploring ML methods (and may one day put a model into production)
## 5319                                                                                      <NA>
## 5320                                                                                      <NA>
## 5321                 We are exploring ML methods (and may one day put a model into production)
## 5322                                                                                      <NA>
## 5323   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5324                 We are exploring ML methods (and may one day put a model into production)
## 5325    We have well established ML methods (i.e., models in production for more than 2 years)
## 5326    We have well established ML methods (i.e., models in production for more than 2 years)
## 5327 We use ML methods for generating insights (but do not put working models into production)
## 5328                                                                                      <NA>
## 5329   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5330    We have well established ML methods (i.e., models in production for more than 2 years)
## 5331                                                             No (we do not use ML methods)
## 5332                 We are exploring ML methods (and may one day put a model into production)
## 5333                                                                                      <NA>
## 5334                 We are exploring ML methods (and may one day put a model into production)
## 5335                                                                             I do not know
## 5336                                                             No (we do not use ML methods)
## 5337                                                                                      <NA>
## 5338 We use ML methods for generating insights (but do not put working models into production)
## 5339   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5340                 We are exploring ML methods (and may one day put a model into production)
## 5341                 We are exploring ML methods (and may one day put a model into production)
## 5342    We have well established ML methods (i.e., models in production for more than 2 years)
## 5343                                                                                      <NA>
## 5344    We have well established ML methods (i.e., models in production for more than 2 years)
## 5345                                                                             I do not know
## 5346                 We are exploring ML methods (and may one day put a model into production)
## 5347                                                                             I do not know
## 5348                                                             No (we do not use ML methods)
## 5349                                                                                      <NA>
## 5350    We have well established ML methods (i.e., models in production for more than 2 years)
## 5351   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5352   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5353                                                                                      <NA>
## 5354   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5355 We use ML methods for generating insights (but do not put working models into production)
## 5356    We have well established ML methods (i.e., models in production for more than 2 years)
## 5357    We have well established ML methods (i.e., models in production for more than 2 years)
## 5358                 We are exploring ML methods (and may one day put a model into production)
## 5359    We have well established ML methods (i.e., models in production for more than 2 years)
## 5360                                                             No (we do not use ML methods)
## 5361   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5362                                                                                      <NA>
## 5363                                                                             I do not know
## 5364                                                                                      <NA>
## 5365                                                                                      <NA>
## 5366    We have well established ML methods (i.e., models in production for more than 2 years)
## 5367                                                             No (we do not use ML methods)
## 5368                                                                                      <NA>
## 5369                                                             No (we do not use ML methods)
## 5370   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5371                                                             No (we do not use ML methods)
## 5372                 We are exploring ML methods (and may one day put a model into production)
## 5373                                                                                      <NA>
## 5374                 We are exploring ML methods (and may one day put a model into production)
## 5375   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5376                                                                                      <NA>
## 5377                                                                                      <NA>
## 5378                                                                                      <NA>
## 5379 We use ML methods for generating insights (but do not put working models into production)
## 5380                                                                                      <NA>
## 5381   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5382                                                                             I do not know
## 5383                 We are exploring ML methods (and may one day put a model into production)
## 5384                                                             No (we do not use ML methods)
## 5385    We have well established ML methods (i.e., models in production for more than 2 years)
## 5386                 We are exploring ML methods (and may one day put a model into production)
## 5387                 We are exploring ML methods (and may one day put a model into production)
## 5388                                                             No (we do not use ML methods)
## 5389                                                                             I do not know
## 5390    We have well established ML methods (i.e., models in production for more than 2 years)
## 5391    We have well established ML methods (i.e., models in production for more than 2 years)
## 5392                                                                                      <NA>
## 5393                                                                                      <NA>
## 5394                                                                                      <NA>
## 5395                 We are exploring ML methods (and may one day put a model into production)
## 5396                                                             No (we do not use ML methods)
## 5397                                                             No (we do not use ML methods)
## 5398    We have well established ML methods (i.e., models in production for more than 2 years)
## 5399                 We are exploring ML methods (and may one day put a model into production)
## 5400                 We are exploring ML methods (and may one day put a model into production)
## 5401                                                                             I do not know
## 5402 We use ML methods for generating insights (but do not put working models into production)
## 5403                                                                             I do not know
## 5404    We have well established ML methods (i.e., models in production for more than 2 years)
## 5405                 We are exploring ML methods (and may one day put a model into production)
## 5406                                                                                      <NA>
## 5407                                                                                      <NA>
## 5408                 We are exploring ML methods (and may one day put a model into production)
## 5409   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5410                 We are exploring ML methods (and may one day put a model into production)
## 5411   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5412                 We are exploring ML methods (and may one day put a model into production)
## 5413   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5414                                                                                      <NA>
## 5415                                                                             I do not know
## 5416 We use ML methods for generating insights (but do not put working models into production)
## 5417 We use ML methods for generating insights (but do not put working models into production)
## 5418                                                             No (we do not use ML methods)
## 5419                 We are exploring ML methods (and may one day put a model into production)
## 5420                                                                             I do not know
## 5421                                                                                      <NA>
## 5422                                                                                      <NA>
## 5423 We use ML methods for generating insights (but do not put working models into production)
## 5424   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5425    We have well established ML methods (i.e., models in production for more than 2 years)
## 5426                 We are exploring ML methods (and may one day put a model into production)
## 5427                                                                                      <NA>
## 5428                                                             No (we do not use ML methods)
## 5429   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5430 We use ML methods for generating insights (but do not put working models into production)
## 5431   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5432                 We are exploring ML methods (and may one day put a model into production)
## 5433    We have well established ML methods (i.e., models in production for more than 2 years)
## 5434                                                                                      <NA>
## 5435   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5436    We have well established ML methods (i.e., models in production for more than 2 years)
## 5437                                                                                      <NA>
## 5438    We have well established ML methods (i.e., models in production for more than 2 years)
## 5439   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5440                                                             No (we do not use ML methods)
## 5441   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5442                                                                                      <NA>
## 5443                                                                                      <NA>
## 5444   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5445                                                                             I do not know
## 5446                                                                                      <NA>
## 5447                                                                                      <NA>
## 5448                                                                             I do not know
## 5449   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5450    We have well established ML methods (i.e., models in production for more than 2 years)
## 5451 We use ML methods for generating insights (but do not put working models into production)
## 5452    We have well established ML methods (i.e., models in production for more than 2 years)
## 5453                                                             No (we do not use ML methods)
## 5454    We have well established ML methods (i.e., models in production for more than 2 years)
## 5455    We have well established ML methods (i.e., models in production for more than 2 years)
## 5456                                                             No (we do not use ML methods)
## 5457   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5458                 We are exploring ML methods (and may one day put a model into production)
## 5459   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5460 We use ML methods for generating insights (but do not put working models into production)
## 5461   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5462   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5463                                                                                      <NA>
## 5464                 We are exploring ML methods (and may one day put a model into production)
## 5465    We have well established ML methods (i.e., models in production for more than 2 years)
## 5466   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5467                                                             No (we do not use ML methods)
## 5468                                                                                      <NA>
## 5469   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5470                 We are exploring ML methods (and may one day put a model into production)
## 5471                                                             No (we do not use ML methods)
## 5472                                                                                      <NA>
## 5473   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5474                                                                                      <NA>
## 5475    We have well established ML methods (i.e., models in production for more than 2 years)
## 5476   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5477                                                             No (we do not use ML methods)
## 5478                 We are exploring ML methods (and may one day put a model into production)
## 5479   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5480                 We are exploring ML methods (and may one day put a model into production)
## 5481    We have well established ML methods (i.e., models in production for more than 2 years)
## 5482                 We are exploring ML methods (and may one day put a model into production)
## 5483                                                             No (we do not use ML methods)
## 5484                                                                                      <NA>
## 5485                                                             No (we do not use ML methods)
## 5486                                                                                      <NA>
## 5487 We use ML methods for generating insights (but do not put working models into production)
## 5488                 We are exploring ML methods (and may one day put a model into production)
## 5489                 We are exploring ML methods (and may one day put a model into production)
## 5490                                                             No (we do not use ML methods)
## 5491   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5492                                                                             I do not know
## 5493                                                                             I do not know
## 5494 We use ML methods for generating insights (but do not put working models into production)
## 5495   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5496   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5497                 We are exploring ML methods (and may one day put a model into production)
## 5498                 We are exploring ML methods (and may one day put a model into production)
## 5499                                                                                      <NA>
## 5500                                                                                      <NA>
## 5501                                                                                      <NA>
## 5502    We have well established ML methods (i.e., models in production for more than 2 years)
## 5503                 We are exploring ML methods (and may one day put a model into production)
## 5504    We have well established ML methods (i.e., models in production for more than 2 years)
## 5505 We use ML methods for generating insights (but do not put working models into production)
## 5506                                                             No (we do not use ML methods)
## 5507   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5508                 We are exploring ML methods (and may one day put a model into production)
## 5509                                                             No (we do not use ML methods)
## 5510   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5511   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5512                                                             No (we do not use ML methods)
## 5513                                                                                      <NA>
## 5514                                                                                      <NA>
## 5515                                                             No (we do not use ML methods)
## 5516   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5517    We have well established ML methods (i.e., models in production for more than 2 years)
## 5518                 We are exploring ML methods (and may one day put a model into production)
## 5519   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5520    We have well established ML methods (i.e., models in production for more than 2 years)
## 5521                                                             No (we do not use ML methods)
## 5522   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5523                                                             No (we do not use ML methods)
## 5524                                                                                      <NA>
## 5525                 We are exploring ML methods (and may one day put a model into production)
## 5526   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5527                                                                                      <NA>
## 5528                                                                             I do not know
## 5529                                                                                      <NA>
## 5530                                                             No (we do not use ML methods)
## 5531                                                                                      <NA>
## 5532                                                                                      <NA>
## 5533    We have well established ML methods (i.e., models in production for more than 2 years)
## 5534                                                             No (we do not use ML methods)
## 5535                 We are exploring ML methods (and may one day put a model into production)
## 5536    We have well established ML methods (i.e., models in production for more than 2 years)
## 5537 We use ML methods for generating insights (but do not put working models into production)
## 5538    We have well established ML methods (i.e., models in production for more than 2 years)
## 5539                                                                                      <NA>
## 5540                                                                                      <NA>
## 5541 We use ML methods for generating insights (but do not put working models into production)
## 5542                                                                             I do not know
## 5543   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5544                                                             No (we do not use ML methods)
## 5545                 We are exploring ML methods (and may one day put a model into production)
## 5546                                                                                      <NA>
## 5547                                                             No (we do not use ML methods)
## 5548                 We are exploring ML methods (and may one day put a model into production)
## 5549                                                                             I do not know
## 5550                 We are exploring ML methods (and may one day put a model into production)
## 5551                                                             No (we do not use ML methods)
## 5552                                                                                      <NA>
## 5553    We have well established ML methods (i.e., models in production for more than 2 years)
## 5554                                                                                      <NA>
## 5555                                                             No (we do not use ML methods)
## 5556                                                                                      <NA>
## 5557    We have well established ML methods (i.e., models in production for more than 2 years)
## 5558 We use ML methods for generating insights (but do not put working models into production)
## 5559   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5560                                                                                      <NA>
## 5561                                                                                      <NA>
## 5562    We have well established ML methods (i.e., models in production for more than 2 years)
## 5563                 We are exploring ML methods (and may one day put a model into production)
## 5564                                                                                      <NA>
## 5565                                                                             I do not know
## 5566                                                             No (we do not use ML methods)
## 5567    We have well established ML methods (i.e., models in production for more than 2 years)
## 5568                                                                                      <NA>
## 5569                                                                                      <NA>
## 5570                                                             No (we do not use ML methods)
## 5571                                                                                      <NA>
## 5572    We have well established ML methods (i.e., models in production for more than 2 years)
## 5573   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5574                 We are exploring ML methods (and may one day put a model into production)
## 5575 We use ML methods for generating insights (but do not put working models into production)
## 5576    We have well established ML methods (i.e., models in production for more than 2 years)
## 5577   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5578                                                                                      <NA>
## 5579                                                                                      <NA>
## 5580   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5581                                                             No (we do not use ML methods)
## 5582   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5583                                                                                      <NA>
## 5584                                                                                      <NA>
## 5585   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5586   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5587                                                             No (we do not use ML methods)
## 5588                                                             No (we do not use ML methods)
## 5589    We have well established ML methods (i.e., models in production for more than 2 years)
## 5590                                                             No (we do not use ML methods)
## 5591                                                             No (we do not use ML methods)
## 5592                                                                                      <NA>
## 5593   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5594                                                                                      <NA>
## 5595   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5596 We use ML methods for generating insights (but do not put working models into production)
## 5597                 We are exploring ML methods (and may one day put a model into production)
## 5598                                                                                      <NA>
## 5599                                                                                      <NA>
## 5600                                                             No (we do not use ML methods)
## 5601                                                                                      <NA>
## 5602    We have well established ML methods (i.e., models in production for more than 2 years)
## 5603 We use ML methods for generating insights (but do not put working models into production)
## 5604    We have well established ML methods (i.e., models in production for more than 2 years)
## 5605                                                                                      <NA>
## 5606                 We are exploring ML methods (and may one day put a model into production)
## 5607   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5608                                                                                      <NA>
## 5609                 We are exploring ML methods (and may one day put a model into production)
## 5610   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5611   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5612                                                                                      <NA>
## 5613                 We are exploring ML methods (and may one day put a model into production)
## 5614                 We are exploring ML methods (and may one day put a model into production)
## 5615                 We are exploring ML methods (and may one day put a model into production)
## 5616                 We are exploring ML methods (and may one day put a model into production)
## 5617                                                                                      <NA>
## 5618                                                                                      <NA>
## 5619                                                                                      <NA>
## 5620   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5621                                                                                      <NA>
## 5622    We have well established ML methods (i.e., models in production for more than 2 years)
## 5623 We use ML methods for generating insights (but do not put working models into production)
## 5624                                                                                      <NA>
## 5625   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5626                                                                             I do not know
## 5627   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5628   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5629    We have well established ML methods (i.e., models in production for more than 2 years)
## 5630                                                                                      <NA>
## 5631                 We are exploring ML methods (and may one day put a model into production)
## 5632                                                                                      <NA>
## 5633                                                             No (we do not use ML methods)
## 5634                 We are exploring ML methods (and may one day put a model into production)
## 5635    We have well established ML methods (i.e., models in production for more than 2 years)
## 5636                                                                                      <NA>
## 5637                                                                                      <NA>
## 5638    We have well established ML methods (i.e., models in production for more than 2 years)
## 5639   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5640                                                             No (we do not use ML methods)
## 5641 We use ML methods for generating insights (but do not put working models into production)
## 5642                                                             No (we do not use ML methods)
## 5643                                                                                      <NA>
## 5644                                                                                      <NA>
## 5645                 We are exploring ML methods (and may one day put a model into production)
## 5646   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5647 We use ML methods for generating insights (but do not put working models into production)
## 5648                                                                                      <NA>
## 5649                                                                                      <NA>
## 5650                                                                                      <NA>
## 5651    We have well established ML methods (i.e., models in production for more than 2 years)
## 5652    We have well established ML methods (i.e., models in production for more than 2 years)
## 5653                                                                                      <NA>
## 5654                                                             No (we do not use ML methods)
## 5655                 We are exploring ML methods (and may one day put a model into production)
## 5656                                                             No (we do not use ML methods)
## 5657                                                                                      <NA>
## 5658                                                                                      <NA>
## 5659   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5660                                                                             I do not know
## 5661                                                             No (we do not use ML methods)
## 5662                 We are exploring ML methods (and may one day put a model into production)
## 5663 We use ML methods for generating insights (but do not put working models into production)
## 5664    We have well established ML methods (i.e., models in production for more than 2 years)
## 5665    We have well established ML methods (i.e., models in production for more than 2 years)
## 5666                                                                                      <NA>
## 5667   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5668                                                                             I do not know
## 5669                 We are exploring ML methods (and may one day put a model into production)
## 5670    We have well established ML methods (i.e., models in production for more than 2 years)
## 5671                                                             No (we do not use ML methods)
## 5672                                                                                      <NA>
## 5673    We have well established ML methods (i.e., models in production for more than 2 years)
## 5674                 We are exploring ML methods (and may one day put a model into production)
## 5675                 We are exploring ML methods (and may one day put a model into production)
## 5676   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5677                                                                                      <NA>
## 5678                 We are exploring ML methods (and may one day put a model into production)
## 5679   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5680                                                                                      <NA>
## 5681                                                                                      <NA>
## 5682   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5683   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5684                                                             No (we do not use ML methods)
## 5685                                                                             I do not know
## 5686                                                                                      <NA>
## 5687    We have well established ML methods (i.e., models in production for more than 2 years)
## 5688                                                                             I do not know
## 5689                                                             No (we do not use ML methods)
## 5690   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5691                                                             No (we do not use ML methods)
## 5692   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5693                                                                                      <NA>
## 5694                                                                                      <NA>
## 5695                                                                             I do not know
## 5696   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5697    We have well established ML methods (i.e., models in production for more than 2 years)
## 5698   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5699                 We are exploring ML methods (and may one day put a model into production)
## 5700   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5701                                                                                      <NA>
## 5702   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5703                                                                                      <NA>
## 5704                                                                             I do not know
## 5705                                                             No (we do not use ML methods)
## 5706                                                             No (we do not use ML methods)
## 5707                                                                             I do not know
## 5708    We have well established ML methods (i.e., models in production for more than 2 years)
## 5709                 We are exploring ML methods (and may one day put a model into production)
## 5710                                                             No (we do not use ML methods)
## 5711                 We are exploring ML methods (and may one day put a model into production)
## 5712                                                                             I do not know
## 5713    We have well established ML methods (i.e., models in production for more than 2 years)
## 5714 We use ML methods for generating insights (but do not put working models into production)
## 5715    We have well established ML methods (i.e., models in production for more than 2 years)
## 5716                 We are exploring ML methods (and may one day put a model into production)
## 5717    We have well established ML methods (i.e., models in production for more than 2 years)
## 5718                                                             No (we do not use ML methods)
## 5719   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5720                                                                                      <NA>
## 5721                                                                                      <NA>
## 5722 We use ML methods for generating insights (but do not put working models into production)
## 5723                                                                             I do not know
## 5724                                                             No (we do not use ML methods)
## 5725                                                                                      <NA>
## 5726                                                                                      <NA>
## 5727                 We are exploring ML methods (and may one day put a model into production)
## 5728                                                                                      <NA>
## 5729   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5730   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5731 We use ML methods for generating insights (but do not put working models into production)
## 5732                                                                                      <NA>
## 5733    We have well established ML methods (i.e., models in production for more than 2 years)
## 5734                                                                             I do not know
## 5735   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5736                 We are exploring ML methods (and may one day put a model into production)
## 5737                 We are exploring ML methods (and may one day put a model into production)
## 5738                                                                             I do not know
## 5739                 We are exploring ML methods (and may one day put a model into production)
## 5740                 We are exploring ML methods (and may one day put a model into production)
## 5741   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5742                                                                                      <NA>
## 5743    We have well established ML methods (i.e., models in production for more than 2 years)
## 5744                                                             No (we do not use ML methods)
## 5745                                                                                      <NA>
## 5746                                                                             I do not know
## 5747                                                                                      <NA>
## 5748                                                                                      <NA>
## 5749   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5750                 We are exploring ML methods (and may one day put a model into production)
## 5751                                                                                      <NA>
## 5752   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5753                                                                             I do not know
## 5754                                                             No (we do not use ML methods)
## 5755                                                                                      <NA>
## 5756                                                                                      <NA>
## 5757    We have well established ML methods (i.e., models in production for more than 2 years)
## 5758                                                             No (we do not use ML methods)
## 5759 We use ML methods for generating insights (but do not put working models into production)
## 5760                                                                                      <NA>
## 5761                                                                                      <NA>
## 5762    We have well established ML methods (i.e., models in production for more than 2 years)
## 5763                                                                                      <NA>
## 5764                                                                                      <NA>
## 5765   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5766    We have well established ML methods (i.e., models in production for more than 2 years)
## 5767   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5768                                                                                      <NA>
## 5769                                                                                      <NA>
## 5770   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5771 We use ML methods for generating insights (but do not put working models into production)
## 5772   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5773    We have well established ML methods (i.e., models in production for more than 2 years)
## 5774                 We are exploring ML methods (and may one day put a model into production)
## 5775                                                             No (we do not use ML methods)
## 5776                 We are exploring ML methods (and may one day put a model into production)
## 5777                 We are exploring ML methods (and may one day put a model into production)
## 5778   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5779                                                                                      <NA>
## 5780    We have well established ML methods (i.e., models in production for more than 2 years)
## 5781                 We are exploring ML methods (and may one day put a model into production)
## 5782    We have well established ML methods (i.e., models in production for more than 2 years)
## 5783                                                                             I do not know
## 5784    We have well established ML methods (i.e., models in production for more than 2 years)
## 5785                                                                                      <NA>
## 5786                 We are exploring ML methods (and may one day put a model into production)
## 5787                                                                                      <NA>
## 5788   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5789   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5790                                                                                      <NA>
## 5791    We have well established ML methods (i.e., models in production for more than 2 years)
## 5792                                                                                      <NA>
## 5793                                                                                      <NA>
## 5794   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5795 We use ML methods for generating insights (but do not put working models into production)
## 5796 We use ML methods for generating insights (but do not put working models into production)
## 5797                                                                                      <NA>
## 5798 We use ML methods for generating insights (but do not put working models into production)
## 5799   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5800                 We are exploring ML methods (and may one day put a model into production)
## 5801 We use ML methods for generating insights (but do not put working models into production)
## 5802                                                                                      <NA>
## 5803                                                                                      <NA>
## 5804                 We are exploring ML methods (and may one day put a model into production)
## 5805 We use ML methods for generating insights (but do not put working models into production)
## 5806   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5807    We have well established ML methods (i.e., models in production for more than 2 years)
## 5808                                                             No (we do not use ML methods)
## 5809                 We are exploring ML methods (and may one day put a model into production)
## 5810                 We are exploring ML methods (and may one day put a model into production)
## 5811                                                                             I do not know
## 5812                                                                                      <NA>
## 5813                 We are exploring ML methods (and may one day put a model into production)
## 5814    We have well established ML methods (i.e., models in production for more than 2 years)
## 5815    We have well established ML methods (i.e., models in production for more than 2 years)
## 5816                 We are exploring ML methods (and may one day put a model into production)
## 5817    We have well established ML methods (i.e., models in production for more than 2 years)
## 5818    We have well established ML methods (i.e., models in production for more than 2 years)
## 5819                                                                                      <NA>
## 5820                 We are exploring ML methods (and may one day put a model into production)
## 5821                 We are exploring ML methods (and may one day put a model into production)
## 5822                 We are exploring ML methods (and may one day put a model into production)
## 5823   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5824    We have well established ML methods (i.e., models in production for more than 2 years)
## 5825                                                                             I do not know
## 5826 We use ML methods for generating insights (but do not put working models into production)
## 5827   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5828                                                             No (we do not use ML methods)
## 5829                                                             No (we do not use ML methods)
## 5830                 We are exploring ML methods (and may one day put a model into production)
## 5831                                                                             I do not know
## 5832                                                                                      <NA>
## 5833                                                                                      <NA>
## 5834   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5835                                                                                      <NA>
## 5836    We have well established ML methods (i.e., models in production for more than 2 years)
## 5837                 We are exploring ML methods (and may one day put a model into production)
## 5838                 We are exploring ML methods (and may one day put a model into production)
## 5839                 We are exploring ML methods (and may one day put a model into production)
## 5840   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5841 We use ML methods for generating insights (but do not put working models into production)
## 5842    We have well established ML methods (i.e., models in production for more than 2 years)
## 5843                 We are exploring ML methods (and may one day put a model into production)
## 5844                                                                             I do not know
## 5845   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5846   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5847    We have well established ML methods (i.e., models in production for more than 2 years)
## 5848                                                                                      <NA>
## 5849                                                                             I do not know
## 5850                                                                                      <NA>
## 5851                                                                                      <NA>
## 5852   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5853   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5854   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5855                                                                                      <NA>
## 5856                                                                                      <NA>
## 5857                                                             No (we do not use ML methods)
## 5858 We use ML methods for generating insights (but do not put working models into production)
## 5859                                                                                      <NA>
## 5860   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5861   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5862                                                                             I do not know
## 5863                 We are exploring ML methods (and may one day put a model into production)
## 5864                                                                             I do not know
## 5865                                                                                      <NA>
## 5866   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5867                                                                                      <NA>
## 5868 We use ML methods for generating insights (but do not put working models into production)
## 5869                                                                                      <NA>
## 5870    We have well established ML methods (i.e., models in production for more than 2 years)
## 5871   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5872                 We are exploring ML methods (and may one day put a model into production)
## 5873 We use ML methods for generating insights (but do not put working models into production)
## 5874                                                                                      <NA>
## 5875 We use ML methods for generating insights (but do not put working models into production)
## 5876   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5877                                                             No (we do not use ML methods)
## 5878                 We are exploring ML methods (and may one day put a model into production)
## 5879                 We are exploring ML methods (and may one day put a model into production)
## 5880    We have well established ML methods (i.e., models in production for more than 2 years)
## 5881   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5882   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5883                 We are exploring ML methods (and may one day put a model into production)
## 5884    We have well established ML methods (i.e., models in production for more than 2 years)
## 5885                 We are exploring ML methods (and may one day put a model into production)
## 5886                                                                                      <NA>
## 5887                 We are exploring ML methods (and may one day put a model into production)
## 5888 We use ML methods for generating insights (but do not put working models into production)
## 5889                 We are exploring ML methods (and may one day put a model into production)
## 5890 We use ML methods for generating insights (but do not put working models into production)
## 5891                 We are exploring ML methods (and may one day put a model into production)
## 5892   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5893                 We are exploring ML methods (and may one day put a model into production)
## 5894 We use ML methods for generating insights (but do not put working models into production)
## 5895                                                             No (we do not use ML methods)
## 5896                                                                                      <NA>
## 5897                                                                                      <NA>
## 5898                 We are exploring ML methods (and may one day put a model into production)
## 5899                                                                                      <NA>
## 5900   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5901    We have well established ML methods (i.e., models in production for more than 2 years)
## 5902 We use ML methods for generating insights (but do not put working models into production)
## 5903                                                                                      <NA>
## 5904                                                             No (we do not use ML methods)
## 5905                                                                                      <NA>
## 5906                 We are exploring ML methods (and may one day put a model into production)
## 5907    We have well established ML methods (i.e., models in production for more than 2 years)
## 5908 We use ML methods for generating insights (but do not put working models into production)
## 5909                                                             No (we do not use ML methods)
## 5910    We have well established ML methods (i.e., models in production for more than 2 years)
## 5911                                                             No (we do not use ML methods)
## 5912   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5913 We use ML methods for generating insights (but do not put working models into production)
## 5914 We use ML methods for generating insights (but do not put working models into production)
## 5915    We have well established ML methods (i.e., models in production for more than 2 years)
## 5916   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5917   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5918   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5919                 We are exploring ML methods (and may one day put a model into production)
## 5920    We have well established ML methods (i.e., models in production for more than 2 years)
## 5921                 We are exploring ML methods (and may one day put a model into production)
## 5922   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5923                 We are exploring ML methods (and may one day put a model into production)
## 5924                                                                                      <NA>
## 5925                 We are exploring ML methods (and may one day put a model into production)
## 5926                                                                                      <NA>
## 5927   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5928                                                                                      <NA>
## 5929                                                             No (we do not use ML methods)
## 5930 We use ML methods for generating insights (but do not put working models into production)
## 5931    We have well established ML methods (i.e., models in production for more than 2 years)
## 5932   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5933                 We are exploring ML methods (and may one day put a model into production)
## 5934    We have well established ML methods (i.e., models in production for more than 2 years)
## 5935 We use ML methods for generating insights (but do not put working models into production)
## 5936   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5937    We have well established ML methods (i.e., models in production for more than 2 years)
## 5938    We have well established ML methods (i.e., models in production for more than 2 years)
## 5939                                                                                      <NA>
## 5940                 We are exploring ML methods (and may one day put a model into production)
## 5941                                                                                      <NA>
## 5942                 We are exploring ML methods (and may one day put a model into production)
## 5943                                                                             I do not know
## 5944   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5945                                                                                      <NA>
## 5946 We use ML methods for generating insights (but do not put working models into production)
## 5947    We have well established ML methods (i.e., models in production for more than 2 years)
## 5948   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5949                                                                                      <NA>
## 5950    We have well established ML methods (i.e., models in production for more than 2 years)
## 5951    We have well established ML methods (i.e., models in production for more than 2 years)
## 5952    We have well established ML methods (i.e., models in production for more than 2 years)
## 5953    We have well established ML methods (i.e., models in production for more than 2 years)
## 5954                                                             No (we do not use ML methods)
## 5955                                                                             I do not know
## 5956   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5957 We use ML methods for generating insights (but do not put working models into production)
## 5958    We have well established ML methods (i.e., models in production for more than 2 years)
## 5959                                                                                      <NA>
## 5960 We use ML methods for generating insights (but do not put working models into production)
## 5961    We have well established ML methods (i.e., models in production for more than 2 years)
## 5962                 We are exploring ML methods (and may one day put a model into production)
## 5963                 We are exploring ML methods (and may one day put a model into production)
## 5964                                                             No (we do not use ML methods)
## 5965                                                                                      <NA>
## 5966   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5967   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5968    We have well established ML methods (i.e., models in production for more than 2 years)
## 5969                                                             No (we do not use ML methods)
## 5970    We have well established ML methods (i.e., models in production for more than 2 years)
## 5971    We have well established ML methods (i.e., models in production for more than 2 years)
## 5972                                                             No (we do not use ML methods)
## 5973                 We are exploring ML methods (and may one day put a model into production)
## 5974                                                                                      <NA>
## 5975 We use ML methods for generating insights (but do not put working models into production)
## 5976                 We are exploring ML methods (and may one day put a model into production)
## 5977                                                             No (we do not use ML methods)
## 5978    We have well established ML methods (i.e., models in production for more than 2 years)
## 5979    We have well established ML methods (i.e., models in production for more than 2 years)
## 5980                                                                                      <NA>
## 5981                 We are exploring ML methods (and may one day put a model into production)
## 5982    We have well established ML methods (i.e., models in production for more than 2 years)
## 5983                                                             No (we do not use ML methods)
## 5984    We have well established ML methods (i.e., models in production for more than 2 years)
## 5985   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5986   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5987                                                             No (we do not use ML methods)
## 5988   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5989    We have well established ML methods (i.e., models in production for more than 2 years)
## 5990   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5991                 We are exploring ML methods (and may one day put a model into production)
## 5992 We use ML methods for generating insights (but do not put working models into production)
## 5993                                                                                      <NA>
## 5994                                                             No (we do not use ML methods)
## 5995   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5996                                                                                      <NA>
## 5997   We recently started using ML methods (i.e., models in production for less than 2 years)
## 5998                                                             No (we do not use ML methods)
## 5999                                                                                      <NA>
## 6000                                                                                      <NA>
## 6001                                                                                      <NA>
## 6002    We have well established ML methods (i.e., models in production for more than 2 years)
## 6003                                                                                      <NA>
## 6004    We have well established ML methods (i.e., models in production for more than 2 years)
## 6005                                                             No (we do not use ML methods)
## 6006    We have well established ML methods (i.e., models in production for more than 2 years)
## 6007                                                                                      <NA>
## 6008    We have well established ML methods (i.e., models in production for more than 2 years)
## 6009   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6010                                                             No (we do not use ML methods)
## 6011    We have well established ML methods (i.e., models in production for more than 2 years)
## 6012                                                             No (we do not use ML methods)
## 6013    We have well established ML methods (i.e., models in production for more than 2 years)
## 6014    We have well established ML methods (i.e., models in production for more than 2 years)
## 6015                                                                                      <NA>
## 6016   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6017   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6018                                                                                      <NA>
## 6019                                                                                      <NA>
## 6020                                                                                      <NA>
## 6021                                                                                      <NA>
## 6022                                                                             I do not know
## 6023                                                             No (we do not use ML methods)
## 6024                                                                             I do not know
## 6025    We have well established ML methods (i.e., models in production for more than 2 years)
## 6026                                                                                      <NA>
## 6027                 We are exploring ML methods (and may one day put a model into production)
## 6028    We have well established ML methods (i.e., models in production for more than 2 years)
## 6029   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6030                 We are exploring ML methods (and may one day put a model into production)
## 6031                 We are exploring ML methods (and may one day put a model into production)
## 6032                                                                                      <NA>
## 6033                                                                             I do not know
## 6034                                                                                      <NA>
## 6035 We use ML methods for generating insights (but do not put working models into production)
## 6036                                                             No (we do not use ML methods)
## 6037   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6038                                                                                      <NA>
## 6039                 We are exploring ML methods (and may one day put a model into production)
## 6040                                                                                      <NA>
## 6041                                                                                      <NA>
## 6042                                                             No (we do not use ML methods)
## 6043                                                                                      <NA>
## 6044    We have well established ML methods (i.e., models in production for more than 2 years)
## 6045   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6046                                                                                      <NA>
## 6047                                                             No (we do not use ML methods)
## 6048    We have well established ML methods (i.e., models in production for more than 2 years)
## 6049                 We are exploring ML methods (and may one day put a model into production)
## 6050                                                             No (we do not use ML methods)
## 6051                                                             No (we do not use ML methods)
## 6052   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6053                                                             No (we do not use ML methods)
## 6054                                                                                      <NA>
## 6055                                                             No (we do not use ML methods)
## 6056                                                                                      <NA>
## 6057                 We are exploring ML methods (and may one day put a model into production)
## 6058                                                                             I do not know
## 6059    We have well established ML methods (i.e., models in production for more than 2 years)
## 6060                                                             No (we do not use ML methods)
## 6061                                                                                      <NA>
## 6062    We have well established ML methods (i.e., models in production for more than 2 years)
## 6063 We use ML methods for generating insights (but do not put working models into production)
## 6064                 We are exploring ML methods (and may one day put a model into production)
## 6065   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6066    We have well established ML methods (i.e., models in production for more than 2 years)
## 6067                 We are exploring ML methods (and may one day put a model into production)
## 6068                                                                             I do not know
## 6069                                                                                      <NA>
## 6070   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6071   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6072   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6073                                                                                      <NA>
## 6074                 We are exploring ML methods (and may one day put a model into production)
## 6075                                                                                      <NA>
## 6076                                                                                      <NA>
## 6077                 We are exploring ML methods (and may one day put a model into production)
## 6078                                                                                      <NA>
## 6079 We use ML methods for generating insights (but do not put working models into production)
## 6080    We have well established ML methods (i.e., models in production for more than 2 years)
## 6081                                                             No (we do not use ML methods)
## 6082                 We are exploring ML methods (and may one day put a model into production)
## 6083                                                                                      <NA>
## 6084 We use ML methods for generating insights (but do not put working models into production)
## 6085                                                                                      <NA>
## 6086                                                                                      <NA>
## 6087                                                                                      <NA>
## 6088                 We are exploring ML methods (and may one day put a model into production)
## 6089                                                             No (we do not use ML methods)
## 6090                                                             No (we do not use ML methods)
## 6091 We use ML methods for generating insights (but do not put working models into production)
## 6092                                                                                      <NA>
## 6093                                                                                      <NA>
## 6094                 We are exploring ML methods (and may one day put a model into production)
## 6095                                                                             I do not know
## 6096                 We are exploring ML methods (and may one day put a model into production)
## 6097                                                             No (we do not use ML methods)
## 6098                 We are exploring ML methods (and may one day put a model into production)
## 6099                                                                                      <NA>
## 6100                                                                             I do not know
## 6101    We have well established ML methods (i.e., models in production for more than 2 years)
## 6102                                                                                      <NA>
## 6103                                                                                      <NA>
## 6104    We have well established ML methods (i.e., models in production for more than 2 years)
## 6105   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6106                                                                                      <NA>
## 6107                                                             No (we do not use ML methods)
## 6108                                                                                      <NA>
## 6109                                                                             I do not know
## 6110                                                             No (we do not use ML methods)
## 6111    We have well established ML methods (i.e., models in production for more than 2 years)
## 6112                                                                                      <NA>
## 6113   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6114                                                                             I do not know
## 6115   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6116                 We are exploring ML methods (and may one day put a model into production)
## 6117   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6118    We have well established ML methods (i.e., models in production for more than 2 years)
## 6119    We have well established ML methods (i.e., models in production for more than 2 years)
## 6120                 We are exploring ML methods (and may one day put a model into production)
## 6121   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6122                                                                                      <NA>
## 6123                                                                                      <NA>
## 6124                 We are exploring ML methods (and may one day put a model into production)
## 6125                                                                             I do not know
## 6126                                                             No (we do not use ML methods)
## 6127                 We are exploring ML methods (and may one day put a model into production)
## 6128    We have well established ML methods (i.e., models in production for more than 2 years)
## 6129    We have well established ML methods (i.e., models in production for more than 2 years)
## 6130   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6131   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6132                                                                                      <NA>
## 6133                                                             No (we do not use ML methods)
## 6134                 We are exploring ML methods (and may one day put a model into production)
## 6135    We have well established ML methods (i.e., models in production for more than 2 years)
## 6136                                                                                      <NA>
## 6137    We have well established ML methods (i.e., models in production for more than 2 years)
## 6138                                                                                      <NA>
## 6139   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6140   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6141    We have well established ML methods (i.e., models in production for more than 2 years)
## 6142                 We are exploring ML methods (and may one day put a model into production)
## 6143                                                             No (we do not use ML methods)
## 6144                 We are exploring ML methods (and may one day put a model into production)
## 6145   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6146    We have well established ML methods (i.e., models in production for more than 2 years)
## 6147                                                             No (we do not use ML methods)
## 6148                                                             No (we do not use ML methods)
## 6149                                                                                      <NA>
## 6150                                                             No (we do not use ML methods)
## 6151    We have well established ML methods (i.e., models in production for more than 2 years)
## 6152                                                             No (we do not use ML methods)
## 6153    We have well established ML methods (i.e., models in production for more than 2 years)
## 6154                 We are exploring ML methods (and may one day put a model into production)
## 6155                 We are exploring ML methods (and may one day put a model into production)
## 6156    We have well established ML methods (i.e., models in production for more than 2 years)
## 6157                 We are exploring ML methods (and may one day put a model into production)
## 6158                                                             No (we do not use ML methods)
## 6159                                                                             I do not know
## 6160    We have well established ML methods (i.e., models in production for more than 2 years)
## 6161                                                                                      <NA>
## 6162                                                                                      <NA>
## 6163                                                                                      <NA>
## 6164   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6165   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6166                                                             No (we do not use ML methods)
## 6167 We use ML methods for generating insights (but do not put working models into production)
## 6168                                                             No (we do not use ML methods)
## 6169                                                                                      <NA>
## 6170 We use ML methods for generating insights (but do not put working models into production)
## 6171                                                                             I do not know
## 6172                                                             No (we do not use ML methods)
## 6173                 We are exploring ML methods (and may one day put a model into production)
## 6174                 We are exploring ML methods (and may one day put a model into production)
## 6175                                                                             I do not know
## 6176                                                                                      <NA>
## 6177   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6178                 We are exploring ML methods (and may one day put a model into production)
## 6179                                                                                      <NA>
## 6180                                                                                      <NA>
## 6181   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6182                 We are exploring ML methods (and may one day put a model into production)
## 6183    We have well established ML methods (i.e., models in production for more than 2 years)
## 6184   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6185    We have well established ML methods (i.e., models in production for more than 2 years)
## 6186                                                             No (we do not use ML methods)
## 6187    We have well established ML methods (i.e., models in production for more than 2 years)
## 6188                                                                                      <NA>
## 6189                                                                                      <NA>
## 6190 We use ML methods for generating insights (but do not put working models into production)
## 6191                                                             No (we do not use ML methods)
## 6192                 We are exploring ML methods (and may one day put a model into production)
## 6193 We use ML methods for generating insights (but do not put working models into production)
## 6194   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6195                                                             No (we do not use ML methods)
## 6196                                                             No (we do not use ML methods)
## 6197                 We are exploring ML methods (and may one day put a model into production)
## 6198                 We are exploring ML methods (and may one day put a model into production)
## 6199    We have well established ML methods (i.e., models in production for more than 2 years)
## 6200   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6201                                                                                      <NA>
## 6202    We have well established ML methods (i.e., models in production for more than 2 years)
## 6203    We have well established ML methods (i.e., models in production for more than 2 years)
## 6204 We use ML methods for generating insights (but do not put working models into production)
## 6205   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6206                                                                                      <NA>
## 6207   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6208                 We are exploring ML methods (and may one day put a model into production)
## 6209   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6210   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6211                                                             No (we do not use ML methods)
## 6212 We use ML methods for generating insights (but do not put working models into production)
## 6213                 We are exploring ML methods (and may one day put a model into production)
## 6214                                                             No (we do not use ML methods)
## 6215                                                             No (we do not use ML methods)
## 6216   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6217   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6218                                                             No (we do not use ML methods)
## 6219                                                                                      <NA>
## 6220                 We are exploring ML methods (and may one day put a model into production)
## 6221                 We are exploring ML methods (and may one day put a model into production)
## 6222                                                             No (we do not use ML methods)
## 6223                                                             No (we do not use ML methods)
## 6224                                                                             I do not know
## 6225                                                                             I do not know
## 6226    We have well established ML methods (i.e., models in production for more than 2 years)
## 6227    We have well established ML methods (i.e., models in production for more than 2 years)
## 6228                                                                                      <NA>
## 6229    We have well established ML methods (i.e., models in production for more than 2 years)
## 6230                 We are exploring ML methods (and may one day put a model into production)
## 6231                                                                                      <NA>
## 6232 We use ML methods for generating insights (but do not put working models into production)
## 6233   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6234   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6235                 We are exploring ML methods (and may one day put a model into production)
## 6236    We have well established ML methods (i.e., models in production for more than 2 years)
## 6237                                                             No (we do not use ML methods)
## 6238    We have well established ML methods (i.e., models in production for more than 2 years)
## 6239                 We are exploring ML methods (and may one day put a model into production)
## 6240    We have well established ML methods (i.e., models in production for more than 2 years)
## 6241                                                                                      <NA>
## 6242                 We are exploring ML methods (and may one day put a model into production)
## 6243                                                                                      <NA>
## 6244                                                                                      <NA>
## 6245                                                                             I do not know
## 6246   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6247                                                                                      <NA>
## 6248    We have well established ML methods (i.e., models in production for more than 2 years)
## 6249                                                             No (we do not use ML methods)
## 6250 We use ML methods for generating insights (but do not put working models into production)
## 6251    We have well established ML methods (i.e., models in production for more than 2 years)
## 6252   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6253    We have well established ML methods (i.e., models in production for more than 2 years)
## 6254    We have well established ML methods (i.e., models in production for more than 2 years)
## 6255 We use ML methods for generating insights (but do not put working models into production)
## 6256    We have well established ML methods (i.e., models in production for more than 2 years)
## 6257                                                                                      <NA>
## 6258                                                             No (we do not use ML methods)
## 6259    We have well established ML methods (i.e., models in production for more than 2 years)
## 6260                 We are exploring ML methods (and may one day put a model into production)
## 6261 We use ML methods for generating insights (but do not put working models into production)
## 6262    We have well established ML methods (i.e., models in production for more than 2 years)
## 6263    We have well established ML methods (i.e., models in production for more than 2 years)
## 6264                                                                                      <NA>
## 6265    We have well established ML methods (i.e., models in production for more than 2 years)
## 6266    We have well established ML methods (i.e., models in production for more than 2 years)
## 6267    We have well established ML methods (i.e., models in production for more than 2 years)
## 6268   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6269                                                                                      <NA>
## 6270   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6271                                                                                      <NA>
## 6272                                                                                      <NA>
## 6273                                                                             I do not know
## 6274   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6275                                                                             I do not know
## 6276 We use ML methods for generating insights (but do not put working models into production)
## 6277   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6278    We have well established ML methods (i.e., models in production for more than 2 years)
## 6279                                                             No (we do not use ML methods)
## 6280                                                                                      <NA>
## 6281                 We are exploring ML methods (and may one day put a model into production)
## 6282                                                             No (we do not use ML methods)
## 6283                                                             No (we do not use ML methods)
## 6284    We have well established ML methods (i.e., models in production for more than 2 years)
## 6285                                                                                      <NA>
## 6286                                                                             I do not know
## 6287                 We are exploring ML methods (and may one day put a model into production)
## 6288                 We are exploring ML methods (and may one day put a model into production)
## 6289                                                                                      <NA>
## 6290    We have well established ML methods (i.e., models in production for more than 2 years)
## 6291                                                                                      <NA>
## 6292    We have well established ML methods (i.e., models in production for more than 2 years)
## 6293                                                             No (we do not use ML methods)
## 6294   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6295                                                                                      <NA>
## 6296                                                                                      <NA>
## 6297                                                                                      <NA>
## 6298    We have well established ML methods (i.e., models in production for more than 2 years)
## 6299                 We are exploring ML methods (and may one day put a model into production)
## 6300                                                                             I do not know
## 6301    We have well established ML methods (i.e., models in production for more than 2 years)
## 6302    We have well established ML methods (i.e., models in production for more than 2 years)
## 6303                                                                                      <NA>
## 6304                                                                             I do not know
## 6305   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6306   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6307                                                                                      <NA>
## 6308   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6309                 We are exploring ML methods (and may one day put a model into production)
## 6310                                                                             I do not know
## 6311                                                                                      <NA>
## 6312                                                                                      <NA>
## 6313                                                                             I do not know
## 6314                                                             No (we do not use ML methods)
## 6315                                                                                      <NA>
## 6316    We have well established ML methods (i.e., models in production for more than 2 years)
## 6317                                                             No (we do not use ML methods)
## 6318    We have well established ML methods (i.e., models in production for more than 2 years)
## 6319    We have well established ML methods (i.e., models in production for more than 2 years)
## 6320 We use ML methods for generating insights (but do not put working models into production)
## 6321   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6322    We have well established ML methods (i.e., models in production for more than 2 years)
## 6323                 We are exploring ML methods (and may one day put a model into production)
## 6324                 We are exploring ML methods (and may one day put a model into production)
## 6325 We use ML methods for generating insights (but do not put working models into production)
## 6326                                                                                      <NA>
## 6327 We use ML methods for generating insights (but do not put working models into production)
## 6328   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6329 We use ML methods for generating insights (but do not put working models into production)
## 6330                 We are exploring ML methods (and may one day put a model into production)
## 6331                                                                                      <NA>
## 6332   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6333                                                                                      <NA>
## 6334                                                                             I do not know
## 6335    We have well established ML methods (i.e., models in production for more than 2 years)
## 6336                                                                             I do not know
## 6337                 We are exploring ML methods (and may one day put a model into production)
## 6338                                                                                      <NA>
## 6339                                                             No (we do not use ML methods)
## 6340    We have well established ML methods (i.e., models in production for more than 2 years)
## 6341                                                             No (we do not use ML methods)
## 6342                                                             No (we do not use ML methods)
## 6343   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6344 We use ML methods for generating insights (but do not put working models into production)
## 6345    We have well established ML methods (i.e., models in production for more than 2 years)
## 6346                                                             No (we do not use ML methods)
## 6347                                                                                      <NA>
## 6348                                                             No (we do not use ML methods)
## 6349 We use ML methods for generating insights (but do not put working models into production)
## 6350                                                                                      <NA>
## 6351   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6352                 We are exploring ML methods (and may one day put a model into production)
## 6353   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6354    We have well established ML methods (i.e., models in production for more than 2 years)
## 6355                                                                             I do not know
## 6356   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6357                 We are exploring ML methods (and may one day put a model into production)
## 6358                                                             No (we do not use ML methods)
## 6359                                                                                      <NA>
## 6360    We have well established ML methods (i.e., models in production for more than 2 years)
## 6361    We have well established ML methods (i.e., models in production for more than 2 years)
## 6362   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6363                                                             No (we do not use ML methods)
## 6364    We have well established ML methods (i.e., models in production for more than 2 years)
## 6365                                                                                      <NA>
## 6366                                                                                      <NA>
## 6367                                                             No (we do not use ML methods)
## 6368   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6369    We have well established ML methods (i.e., models in production for more than 2 years)
## 6370   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6371   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6372 We use ML methods for generating insights (but do not put working models into production)
## 6373                                                             No (we do not use ML methods)
## 6374                                                                             I do not know
## 6375                                                             No (we do not use ML methods)
## 6376    We have well established ML methods (i.e., models in production for more than 2 years)
## 6377    We have well established ML methods (i.e., models in production for more than 2 years)
## 6378                                                             No (we do not use ML methods)
## 6379                 We are exploring ML methods (and may one day put a model into production)
## 6380                                                                             I do not know
## 6381   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6382                                                                                      <NA>
## 6383                                                             No (we do not use ML methods)
## 6384                 We are exploring ML methods (and may one day put a model into production)
## 6385   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6386                 We are exploring ML methods (and may one day put a model into production)
## 6387    We have well established ML methods (i.e., models in production for more than 2 years)
## 6388   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6389   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6390                                                                                      <NA>
## 6391 We use ML methods for generating insights (but do not put working models into production)
## 6392                 We are exploring ML methods (and may one day put a model into production)
## 6393    We have well established ML methods (i.e., models in production for more than 2 years)
## 6394                                                             No (we do not use ML methods)
## 6395    We have well established ML methods (i.e., models in production for more than 2 years)
## 6396    We have well established ML methods (i.e., models in production for more than 2 years)
## 6397                 We are exploring ML methods (and may one day put a model into production)
## 6398                                                                                      <NA>
## 6399                                                                                      <NA>
## 6400                                                                                      <NA>
## 6401                 We are exploring ML methods (and may one day put a model into production)
## 6402   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6403                                                             No (we do not use ML methods)
## 6404                                                             No (we do not use ML methods)
## 6405   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6406                                                                             I do not know
## 6407                 We are exploring ML methods (and may one day put a model into production)
## 6408                 We are exploring ML methods (and may one day put a model into production)
## 6409                                                                                      <NA>
## 6410                                                                                      <NA>
## 6411                 We are exploring ML methods (and may one day put a model into production)
## 6412                                                                             I do not know
## 6413 We use ML methods for generating insights (but do not put working models into production)
## 6414   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6415                 We are exploring ML methods (and may one day put a model into production)
## 6416                                                             No (we do not use ML methods)
## 6417                                                                                      <NA>
## 6418 We use ML methods for generating insights (but do not put working models into production)
## 6419   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6420    We have well established ML methods (i.e., models in production for more than 2 years)
## 6421 We use ML methods for generating insights (but do not put working models into production)
## 6422                 We are exploring ML methods (and may one day put a model into production)
## 6423                                                             No (we do not use ML methods)
## 6424                                                                                      <NA>
## 6425   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6426                                                             No (we do not use ML methods)
## 6427                                                             No (we do not use ML methods)
## 6428                                                             No (we do not use ML methods)
## 6429   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6430                                                                             I do not know
## 6431                                                                                      <NA>
## 6432                 We are exploring ML methods (and may one day put a model into production)
## 6433 We use ML methods for generating insights (but do not put working models into production)
## 6434 We use ML methods for generating insights (but do not put working models into production)
## 6435                                                             No (we do not use ML methods)
## 6436                                                                                      <NA>
## 6437   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6438    We have well established ML methods (i.e., models in production for more than 2 years)
## 6439                 We are exploring ML methods (and may one day put a model into production)
## 6440   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6441                                                                                      <NA>
## 6442                                                             No (we do not use ML methods)
## 6443   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6444    We have well established ML methods (i.e., models in production for more than 2 years)
## 6445    We have well established ML methods (i.e., models in production for more than 2 years)
## 6446                                                             No (we do not use ML methods)
## 6447                                                                             I do not know
## 6448    We have well established ML methods (i.e., models in production for more than 2 years)
## 6449   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6450                                                                             I do not know
## 6451                                                                                      <NA>
## 6452                                                                                      <NA>
## 6453    We have well established ML methods (i.e., models in production for more than 2 years)
## 6454                                                                                      <NA>
## 6455                                                                                      <NA>
## 6456                                                                                      <NA>
## 6457                                                             No (we do not use ML methods)
## 6458                                                                                      <NA>
## 6459                                                                                      <NA>
## 6460                                                                                      <NA>
## 6461                                                                             I do not know
## 6462   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6463                                                                                      <NA>
## 6464   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6465                                                                                      <NA>
## 6466                                                                             I do not know
## 6467                                                             No (we do not use ML methods)
## 6468    We have well established ML methods (i.e., models in production for more than 2 years)
## 6469                 We are exploring ML methods (and may one day put a model into production)
## 6470 We use ML methods for generating insights (but do not put working models into production)
## 6471   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6472                                                                                      <NA>
## 6473                                                             No (we do not use ML methods)
## 6474                                                                                      <NA>
## 6475    We have well established ML methods (i.e., models in production for more than 2 years)
## 6476   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6477 We use ML methods for generating insights (but do not put working models into production)
## 6478    We have well established ML methods (i.e., models in production for more than 2 years)
## 6479   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6480                                                                                      <NA>
## 6481 We use ML methods for generating insights (but do not put working models into production)
## 6482                 We are exploring ML methods (and may one day put a model into production)
## 6483   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6484    We have well established ML methods (i.e., models in production for more than 2 years)
## 6485 We use ML methods for generating insights (but do not put working models into production)
## 6486   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6487                                                                                      <NA>
## 6488    We have well established ML methods (i.e., models in production for more than 2 years)
## 6489                                                             No (we do not use ML methods)
## 6490   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6491 We use ML methods for generating insights (but do not put working models into production)
## 6492    We have well established ML methods (i.e., models in production for more than 2 years)
## 6493                                                             No (we do not use ML methods)
## 6494                                                             No (we do not use ML methods)
## 6495                                                                                      <NA>
## 6496                                                                                      <NA>
## 6497   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6498                                                                                      <NA>
## 6499                                                             No (we do not use ML methods)
## 6500                                                                                      <NA>
## 6501   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6502   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6503   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6504                                                                                      <NA>
## 6505                 We are exploring ML methods (and may one day put a model into production)
## 6506    We have well established ML methods (i.e., models in production for more than 2 years)
## 6507                 We are exploring ML methods (and may one day put a model into production)
## 6508                                                                                      <NA>
## 6509                 We are exploring ML methods (and may one day put a model into production)
## 6510                                                             No (we do not use ML methods)
## 6511    We have well established ML methods (i.e., models in production for more than 2 years)
## 6512                                                             No (we do not use ML methods)
## 6513 We use ML methods for generating insights (but do not put working models into production)
## 6514 We use ML methods for generating insights (but do not put working models into production)
## 6515                                                             No (we do not use ML methods)
## 6516                                                                                      <NA>
## 6517   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6518    We have well established ML methods (i.e., models in production for more than 2 years)
## 6519   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6520                                                                                      <NA>
## 6521   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6522    We have well established ML methods (i.e., models in production for more than 2 years)
## 6523 We use ML methods for generating insights (but do not put working models into production)
## 6524                 We are exploring ML methods (and may one day put a model into production)
## 6525                                                                                      <NA>
## 6526    We have well established ML methods (i.e., models in production for more than 2 years)
## 6527                                                                             I do not know
## 6528                 We are exploring ML methods (and may one day put a model into production)
## 6529   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6530 We use ML methods for generating insights (but do not put working models into production)
## 6531    We have well established ML methods (i.e., models in production for more than 2 years)
## 6532                                                                                      <NA>
## 6533 We use ML methods for generating insights (but do not put working models into production)
## 6534                                                                                      <NA>
## 6535    We have well established ML methods (i.e., models in production for more than 2 years)
## 6536   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6537   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6538    We have well established ML methods (i.e., models in production for more than 2 years)
## 6539                                                                                      <NA>
## 6540 We use ML methods for generating insights (but do not put working models into production)
## 6541   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6542                                                                                      <NA>
## 6543                                                             No (we do not use ML methods)
## 6544    We have well established ML methods (i.e., models in production for more than 2 years)
## 6545   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6546                                                                             I do not know
## 6547   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6548   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6549 We use ML methods for generating insights (but do not put working models into production)
## 6550                                                                                      <NA>
## 6551                                                             No (we do not use ML methods)
## 6552                 We are exploring ML methods (and may one day put a model into production)
## 6553                                                                             I do not know
## 6554                 We are exploring ML methods (and may one day put a model into production)
## 6555   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6556                 We are exploring ML methods (and may one day put a model into production)
## 6557                                                                                      <NA>
## 6558                                                             No (we do not use ML methods)
## 6559 We use ML methods for generating insights (but do not put working models into production)
## 6560                                                                                      <NA>
## 6561                                                             No (we do not use ML methods)
## 6562    We have well established ML methods (i.e., models in production for more than 2 years)
## 6563                 We are exploring ML methods (and may one day put a model into production)
## 6564                                                                             I do not know
## 6565                 We are exploring ML methods (and may one day put a model into production)
## 6566                                                                                      <NA>
## 6567                                                                             I do not know
## 6568   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6569    We have well established ML methods (i.e., models in production for more than 2 years)
## 6570                                                                                      <NA>
## 6571                                                             No (we do not use ML methods)
## 6572   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6573                                                                                      <NA>
## 6574   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6575                 We are exploring ML methods (and may one day put a model into production)
## 6576 We use ML methods for generating insights (but do not put working models into production)
## 6577    We have well established ML methods (i.e., models in production for more than 2 years)
## 6578                                                                                      <NA>
## 6579                 We are exploring ML methods (and may one day put a model into production)
## 6580                                                             No (we do not use ML methods)
## 6581                                                                                      <NA>
## 6582   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6583                 We are exploring ML methods (and may one day put a model into production)
## 6584   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6585   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6586                 We are exploring ML methods (and may one day put a model into production)
## 6587                                                             No (we do not use ML methods)
## 6588                                                             No (we do not use ML methods)
## 6589                                                             No (we do not use ML methods)
## 6590                                                             No (we do not use ML methods)
## 6591    We have well established ML methods (i.e., models in production for more than 2 years)
## 6592                                                             No (we do not use ML methods)
## 6593                                                                                      <NA>
## 6594 We use ML methods for generating insights (but do not put working models into production)
## 6595   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6596                                                                                      <NA>
## 6597                                                                             I do not know
## 6598                 We are exploring ML methods (and may one day put a model into production)
## 6599    We have well established ML methods (i.e., models in production for more than 2 years)
## 6600                                                                             I do not know
## 6601                                                                                      <NA>
## 6602    We have well established ML methods (i.e., models in production for more than 2 years)
## 6603   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6604    We have well established ML methods (i.e., models in production for more than 2 years)
## 6605   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6606                                                             No (we do not use ML methods)
## 6607    We have well established ML methods (i.e., models in production for more than 2 years)
## 6608                                                             No (we do not use ML methods)
## 6609                                                             No (we do not use ML methods)
## 6610    We have well established ML methods (i.e., models in production for more than 2 years)
## 6611   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6612    We have well established ML methods (i.e., models in production for more than 2 years)
## 6613                                                                                      <NA>
## 6614    We have well established ML methods (i.e., models in production for more than 2 years)
## 6615                 We are exploring ML methods (and may one day put a model into production)
## 6616   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6617                                                                             I do not know
## 6618   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6619   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6620                 We are exploring ML methods (and may one day put a model into production)
## 6621    We have well established ML methods (i.e., models in production for more than 2 years)
## 6622                                                                             I do not know
## 6623                                                             No (we do not use ML methods)
## 6624 We use ML methods for generating insights (but do not put working models into production)
## 6625                                                                                      <NA>
## 6626    We have well established ML methods (i.e., models in production for more than 2 years)
## 6627   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6628                 We are exploring ML methods (and may one day put a model into production)
## 6629                                                                                      <NA>
## 6630                                                                                      <NA>
## 6631                 We are exploring ML methods (and may one day put a model into production)
## 6632                 We are exploring ML methods (and may one day put a model into production)
## 6633                 We are exploring ML methods (and may one day put a model into production)
## 6634                                                             No (we do not use ML methods)
## 6635                 We are exploring ML methods (and may one day put a model into production)
## 6636                 We are exploring ML methods (and may one day put a model into production)
## 6637                 We are exploring ML methods (and may one day put a model into production)
## 6638                                                             No (we do not use ML methods)
## 6639                 We are exploring ML methods (and may one day put a model into production)
## 6640                                                                                      <NA>
## 6641    We have well established ML methods (i.e., models in production for more than 2 years)
## 6642                 We are exploring ML methods (and may one day put a model into production)
## 6643                                                             No (we do not use ML methods)
## 6644                 We are exploring ML methods (and may one day put a model into production)
## 6645    We have well established ML methods (i.e., models in production for more than 2 years)
## 6646 We use ML methods for generating insights (but do not put working models into production)
## 6647                 We are exploring ML methods (and may one day put a model into production)
## 6648                                                                                      <NA>
## 6649                 We are exploring ML methods (and may one day put a model into production)
## 6650   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6651                 We are exploring ML methods (and may one day put a model into production)
## 6652                 We are exploring ML methods (and may one day put a model into production)
## 6653                                                             No (we do not use ML methods)
## 6654 We use ML methods for generating insights (but do not put working models into production)
## 6655   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6656                                                                                      <NA>
## 6657                                                                                      <NA>
## 6658                                                             No (we do not use ML methods)
## 6659                 We are exploring ML methods (and may one day put a model into production)
## 6660                                                             No (we do not use ML methods)
## 6661                                                                                      <NA>
## 6662    We have well established ML methods (i.e., models in production for more than 2 years)
## 6663    We have well established ML methods (i.e., models in production for more than 2 years)
## 6664    We have well established ML methods (i.e., models in production for more than 2 years)
## 6665                                                             No (we do not use ML methods)
## 6666                 We are exploring ML methods (and may one day put a model into production)
## 6667                                                                                      <NA>
## 6668                                                             No (we do not use ML methods)
## 6669   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6670                 We are exploring ML methods (and may one day put a model into production)
## 6671                                                             No (we do not use ML methods)
## 6672                 We are exploring ML methods (and may one day put a model into production)
## 6673                                                                                      <NA>
## 6674                                                                                      <NA>
## 6675                                                                             I do not know
## 6676                                                                                      <NA>
## 6677                                                                                      <NA>
## 6678 We use ML methods for generating insights (but do not put working models into production)
## 6679                                                                             I do not know
## 6680                                                             No (we do not use ML methods)
## 6681                                                                                      <NA>
## 6682                                                                             I do not know
## 6683                                                                                      <NA>
## 6684 We use ML methods for generating insights (but do not put working models into production)
## 6685                                                                                      <NA>
## 6686                                                                             I do not know
## 6687 We use ML methods for generating insights (but do not put working models into production)
## 6688    We have well established ML methods (i.e., models in production for more than 2 years)
## 6689 We use ML methods for generating insights (but do not put working models into production)
## 6690                                                                                      <NA>
## 6691                                                             No (we do not use ML methods)
## 6692    We have well established ML methods (i.e., models in production for more than 2 years)
## 6693                 We are exploring ML methods (and may one day put a model into production)
## 6694                                                                                      <NA>
## 6695                 We are exploring ML methods (and may one day put a model into production)
## 6696    We have well established ML methods (i.e., models in production for more than 2 years)
## 6697                                                             No (we do not use ML methods)
## 6698    We have well established ML methods (i.e., models in production for more than 2 years)
## 6699    We have well established ML methods (i.e., models in production for more than 2 years)
## 6700    We have well established ML methods (i.e., models in production for more than 2 years)
## 6701    We have well established ML methods (i.e., models in production for more than 2 years)
## 6702                                                                                      <NA>
## 6703                                                                                      <NA>
## 6704                 We are exploring ML methods (and may one day put a model into production)
## 6705   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6706                                                                             I do not know
## 6707 We use ML methods for generating insights (but do not put working models into production)
## 6708                                                                                      <NA>
## 6709                 We are exploring ML methods (and may one day put a model into production)
## 6710                                                                                      <NA>
## 6711 We use ML methods for generating insights (but do not put working models into production)
## 6712   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6713                                                                                      <NA>
## 6714                 We are exploring ML methods (and may one day put a model into production)
## 6715   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6716   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6717    We have well established ML methods (i.e., models in production for more than 2 years)
## 6718                                                                                      <NA>
## 6719                                                                                      <NA>
## 6720    We have well established ML methods (i.e., models in production for more than 2 years)
## 6721                                                             No (we do not use ML methods)
## 6722                                                             No (we do not use ML methods)
## 6723                 We are exploring ML methods (and may one day put a model into production)
## 6724   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6725                                                                             I do not know
## 6726                                                             No (we do not use ML methods)
## 6727                                                                                      <NA>
## 6728                                                             No (we do not use ML methods)
## 6729                                                                                      <NA>
## 6730                                                                                      <NA>
## 6731                                                             No (we do not use ML methods)
## 6732 We use ML methods for generating insights (but do not put working models into production)
## 6733                                                                                      <NA>
## 6734   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6735                                                                                      <NA>
## 6736                                                             No (we do not use ML methods)
## 6737   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6738                                                                                      <NA>
## 6739                                                                                      <NA>
## 6740                 We are exploring ML methods (and may one day put a model into production)
## 6741   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6742    We have well established ML methods (i.e., models in production for more than 2 years)
## 6743 We use ML methods for generating insights (but do not put working models into production)
## 6744    We have well established ML methods (i.e., models in production for more than 2 years)
## 6745                                                             No (we do not use ML methods)
## 6746 We use ML methods for generating insights (but do not put working models into production)
## 6747                 We are exploring ML methods (and may one day put a model into production)
## 6748   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6749                                                             No (we do not use ML methods)
## 6750                                                             No (we do not use ML methods)
## 6751                 We are exploring ML methods (and may one day put a model into production)
## 6752   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6753   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6754                 We are exploring ML methods (and may one day put a model into production)
## 6755                                                                             I do not know
## 6756 We use ML methods for generating insights (but do not put working models into production)
## 6757                                                                                      <NA>
## 6758 We use ML methods for generating insights (but do not put working models into production)
## 6759 We use ML methods for generating insights (but do not put working models into production)
## 6760                 We are exploring ML methods (and may one day put a model into production)
## 6761   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6762                 We are exploring ML methods (and may one day put a model into production)
## 6763                                                                                      <NA>
## 6764                                                             No (we do not use ML methods)
## 6765                 We are exploring ML methods (and may one day put a model into production)
## 6766                                                             No (we do not use ML methods)
## 6767                                                                                      <NA>
## 6768                                                                             I do not know
## 6769                                                             No (we do not use ML methods)
## 6770    We have well established ML methods (i.e., models in production for more than 2 years)
## 6771                                                             No (we do not use ML methods)
## 6772    We have well established ML methods (i.e., models in production for more than 2 years)
## 6773   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6774   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6775   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6776                                                                                      <NA>
## 6777    We have well established ML methods (i.e., models in production for more than 2 years)
## 6778                                                             No (we do not use ML methods)
## 6779                 We are exploring ML methods (and may one day put a model into production)
## 6780                 We are exploring ML methods (and may one day put a model into production)
## 6781                                                                                      <NA>
## 6782                 We are exploring ML methods (and may one day put a model into production)
## 6783                                                                                      <NA>
## 6784                                                                                      <NA>
## 6785   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6786                                                                             I do not know
## 6787                                                                                      <NA>
## 6788    We have well established ML methods (i.e., models in production for more than 2 years)
## 6789                                                                                      <NA>
## 6790                                                                                      <NA>
## 6791                                                                             I do not know
## 6792                                                                                      <NA>
## 6793    We have well established ML methods (i.e., models in production for more than 2 years)
## 6794                 We are exploring ML methods (and may one day put a model into production)
## 6795    We have well established ML methods (i.e., models in production for more than 2 years)
## 6796                                                                                      <NA>
## 6797                                                                                      <NA>
## 6798                 We are exploring ML methods (and may one day put a model into production)
## 6799                                                             No (we do not use ML methods)
## 6800    We have well established ML methods (i.e., models in production for more than 2 years)
## 6801                 We are exploring ML methods (and may one day put a model into production)
## 6802   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6803    We have well established ML methods (i.e., models in production for more than 2 years)
## 6804                                                             No (we do not use ML methods)
## 6805 We use ML methods for generating insights (but do not put working models into production)
## 6806    We have well established ML methods (i.e., models in production for more than 2 years)
## 6807                                                             No (we do not use ML methods)
## 6808                                                                                      <NA>
## 6809                                                             No (we do not use ML methods)
## 6810                                                                                      <NA>
## 6811                                                             No (we do not use ML methods)
## 6812   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6813    We have well established ML methods (i.e., models in production for more than 2 years)
## 6814   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6815                                                                                      <NA>
## 6816    We have well established ML methods (i.e., models in production for more than 2 years)
## 6817 We use ML methods for generating insights (but do not put working models into production)
## 6818   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6819                 We are exploring ML methods (and may one day put a model into production)
## 6820 We use ML methods for generating insights (but do not put working models into production)
## 6821                 We are exploring ML methods (and may one day put a model into production)
## 6822                                                             No (we do not use ML methods)
## 6823    We have well established ML methods (i.e., models in production for more than 2 years)
## 6824    We have well established ML methods (i.e., models in production for more than 2 years)
## 6825                                                                                      <NA>
## 6826   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6827                                                                             I do not know
## 6828                                                                                      <NA>
## 6829   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6830    We have well established ML methods (i.e., models in production for more than 2 years)
## 6831   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6832                 We are exploring ML methods (and may one day put a model into production)
## 6833                                                                                      <NA>
## 6834                                                                             I do not know
## 6835                                                                             I do not know
## 6836                                                                             I do not know
## 6837                                                             No (we do not use ML methods)
## 6838 We use ML methods for generating insights (but do not put working models into production)
## 6839    We have well established ML methods (i.e., models in production for more than 2 years)
## 6840   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6841                                                             No (we do not use ML methods)
## 6842                 We are exploring ML methods (and may one day put a model into production)
## 6843                                                                                      <NA>
## 6844    We have well established ML methods (i.e., models in production for more than 2 years)
## 6845   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6846   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6847                                                                                      <NA>
## 6848                                                             No (we do not use ML methods)
## 6849                 We are exploring ML methods (and may one day put a model into production)
## 6850 We use ML methods for generating insights (but do not put working models into production)
## 6851                 We are exploring ML methods (and may one day put a model into production)
## 6852    We have well established ML methods (i.e., models in production for more than 2 years)
## 6853                                                                                      <NA>
## 6854                                                                                      <NA>
## 6855                                                                                      <NA>
## 6856                                                                                      <NA>
## 6857                                                                                      <NA>
## 6858 We use ML methods for generating insights (but do not put working models into production)
## 6859    We have well established ML methods (i.e., models in production for more than 2 years)
## 6860                                                                                      <NA>
## 6861                 We are exploring ML methods (and may one day put a model into production)
## 6862   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6863   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6864                                                                                      <NA>
## 6865    We have well established ML methods (i.e., models in production for more than 2 years)
## 6866   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6867                                                                                      <NA>
## 6868                 We are exploring ML methods (and may one day put a model into production)
## 6869                 We are exploring ML methods (and may one day put a model into production)
## 6870   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6871                                                                                      <NA>
## 6872    We have well established ML methods (i.e., models in production for more than 2 years)
## 6873   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6874                                                                                      <NA>
## 6875                                                                                      <NA>
## 6876                                                             No (we do not use ML methods)
## 6877                                                                                      <NA>
## 6878                                                                                      <NA>
## 6879   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6880                                                             No (we do not use ML methods)
## 6881                                                                                      <NA>
## 6882                                                             No (we do not use ML methods)
## 6883                                                                                      <NA>
## 6884                                                                                      <NA>
## 6885                 We are exploring ML methods (and may one day put a model into production)
## 6886    We have well established ML methods (i.e., models in production for more than 2 years)
## 6887                                                             No (we do not use ML methods)
## 6888                 We are exploring ML methods (and may one day put a model into production)
## 6889 We use ML methods for generating insights (but do not put working models into production)
## 6890                                                             No (we do not use ML methods)
## 6891    We have well established ML methods (i.e., models in production for more than 2 years)
## 6892                                                             No (we do not use ML methods)
## 6893                                                             No (we do not use ML methods)
## 6894   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6895                                                             No (we do not use ML methods)
## 6896    We have well established ML methods (i.e., models in production for more than 2 years)
## 6897   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6898                                                             No (we do not use ML methods)
## 6899    We have well established ML methods (i.e., models in production for more than 2 years)
## 6900   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6901 We use ML methods for generating insights (but do not put working models into production)
## 6902   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6903    We have well established ML methods (i.e., models in production for more than 2 years)
## 6904 We use ML methods for generating insights (but do not put working models into production)
## 6905    We have well established ML methods (i.e., models in production for more than 2 years)
## 6906                                                                             I do not know
## 6907                                                                                      <NA>
## 6908                                                             No (we do not use ML methods)
## 6909                                                                                      <NA>
## 6910    We have well established ML methods (i.e., models in production for more than 2 years)
## 6911                                                             No (we do not use ML methods)
## 6912    We have well established ML methods (i.e., models in production for more than 2 years)
## 6913    We have well established ML methods (i.e., models in production for more than 2 years)
## 6914                 We are exploring ML methods (and may one day put a model into production)
## 6915                 We are exploring ML methods (and may one day put a model into production)
## 6916                                                             No (we do not use ML methods)
## 6917                                                                                      <NA>
## 6918                                                                                      <NA>
## 6919                                                                                      <NA>
## 6920                                                                                      <NA>
## 6921                                                                                      <NA>
## 6922   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6923   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6924                                                                                      <NA>
## 6925                                                                                      <NA>
## 6926 We use ML methods for generating insights (but do not put working models into production)
## 6927                 We are exploring ML methods (and may one day put a model into production)
## 6928   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6929                                                                                      <NA>
## 6930                                                             No (we do not use ML methods)
## 6931                 We are exploring ML methods (and may one day put a model into production)
## 6932                                                                                      <NA>
## 6933                                                                                      <NA>
## 6934 We use ML methods for generating insights (but do not put working models into production)
## 6935    We have well established ML methods (i.e., models in production for more than 2 years)
## 6936                                                                                      <NA>
## 6937    We have well established ML methods (i.e., models in production for more than 2 years)
## 6938   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6939                                                                                      <NA>
## 6940 We use ML methods for generating insights (but do not put working models into production)
## 6941                                                             No (we do not use ML methods)
## 6942                                                                             I do not know
## 6943    We have well established ML methods (i.e., models in production for more than 2 years)
## 6944                                                                             I do not know
## 6945 We use ML methods for generating insights (but do not put working models into production)
## 6946                                                                                      <NA>
## 6947 We use ML methods for generating insights (but do not put working models into production)
## 6948                                                             No (we do not use ML methods)
## 6949   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6950   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6951 We use ML methods for generating insights (but do not put working models into production)
## 6952   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6953                                                                                      <NA>
## 6954                 We are exploring ML methods (and may one day put a model into production)
## 6955                 We are exploring ML methods (and may one day put a model into production)
## 6956                                                                                      <NA>
## 6957                                                                                      <NA>
## 6958                                                                                      <NA>
## 6959                                                                                      <NA>
## 6960                 We are exploring ML methods (and may one day put a model into production)
## 6961                                                             No (we do not use ML methods)
## 6962                                                             No (we do not use ML methods)
## 6963                                                                                      <NA>
## 6964                                                             No (we do not use ML methods)
## 6965                 We are exploring ML methods (and may one day put a model into production)
## 6966                 We are exploring ML methods (and may one day put a model into production)
## 6967   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6968                                                                                      <NA>
## 6969                                                                                      <NA>
## 6970                                                             No (we do not use ML methods)
## 6971 We use ML methods for generating insights (but do not put working models into production)
## 6972                                                             No (we do not use ML methods)
## 6973    We have well established ML methods (i.e., models in production for more than 2 years)
## 6974                                                             No (we do not use ML methods)
## 6975   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6976                 We are exploring ML methods (and may one day put a model into production)
## 6977                 We are exploring ML methods (and may one day put a model into production)
## 6978 We use ML methods for generating insights (but do not put working models into production)
## 6979 We use ML methods for generating insights (but do not put working models into production)
## 6980 We use ML methods for generating insights (but do not put working models into production)
## 6981    We have well established ML methods (i.e., models in production for more than 2 years)
## 6982                                                             No (we do not use ML methods)
## 6983   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6984   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6985                                                                             I do not know
## 6986                 We are exploring ML methods (and may one day put a model into production)
## 6987 We use ML methods for generating insights (but do not put working models into production)
## 6988                                                                                      <NA>
## 6989   We recently started using ML methods (i.e., models in production for less than 2 years)
## 6990                 We are exploring ML methods (and may one day put a model into production)
## 6991                                                                                      <NA>
## 6992                                                                                      <NA>
## 6993                                                             No (we do not use ML methods)
## 6994    We have well established ML methods (i.e., models in production for more than 2 years)
## 6995    We have well established ML methods (i.e., models in production for more than 2 years)
## 6996                                                                                      <NA>
## 6997    We have well established ML methods (i.e., models in production for more than 2 years)
## 6998 We use ML methods for generating insights (but do not put working models into production)
## 6999                                                                                      <NA>
## 7000                                                                                      <NA>
## 7001                                                                                      <NA>
## 7002   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7003                                                             No (we do not use ML methods)
## 7004                                                                                      <NA>
## 7005                 We are exploring ML methods (and may one day put a model into production)
## 7006   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7007    We have well established ML methods (i.e., models in production for more than 2 years)
## 7008    We have well established ML methods (i.e., models in production for more than 2 years)
## 7009                                                                                      <NA>
## 7010                 We are exploring ML methods (and may one day put a model into production)
## 7011                 We are exploring ML methods (and may one day put a model into production)
## 7012   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7013                                                                             I do not know
## 7014    We have well established ML methods (i.e., models in production for more than 2 years)
## 7015   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7016 We use ML methods for generating insights (but do not put working models into production)
## 7017                                                                             I do not know
## 7018                 We are exploring ML methods (and may one day put a model into production)
## 7019    We have well established ML methods (i.e., models in production for more than 2 years)
## 7020                                                             No (we do not use ML methods)
## 7021                 We are exploring ML methods (and may one day put a model into production)
## 7022    We have well established ML methods (i.e., models in production for more than 2 years)
## 7023    We have well established ML methods (i.e., models in production for more than 2 years)
## 7024                 We are exploring ML methods (and may one day put a model into production)
## 7025    We have well established ML methods (i.e., models in production for more than 2 years)
## 7026                                                             No (we do not use ML methods)
## 7027                 We are exploring ML methods (and may one day put a model into production)
## 7028    We have well established ML methods (i.e., models in production for more than 2 years)
## 7029                 We are exploring ML methods (and may one day put a model into production)
## 7030                                                             No (we do not use ML methods)
## 7031                                                                                      <NA>
## 7032                                                             No (we do not use ML methods)
## 7033   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7034    We have well established ML methods (i.e., models in production for more than 2 years)
## 7035 We use ML methods for generating insights (but do not put working models into production)
## 7036   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7037                                                                                      <NA>
## 7038 We use ML methods for generating insights (but do not put working models into production)
## 7039                                                             No (we do not use ML methods)
## 7040                                                                                      <NA>
## 7041    We have well established ML methods (i.e., models in production for more than 2 years)
## 7042                                                                                      <NA>
## 7043                                                             No (we do not use ML methods)
## 7044 We use ML methods for generating insights (but do not put working models into production)
## 7045                                                             No (we do not use ML methods)
## 7046                                                                                      <NA>
## 7047                                                             No (we do not use ML methods)
## 7048                                                                                      <NA>
## 7049   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7050   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7051   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7052                 We are exploring ML methods (and may one day put a model into production)
## 7053                                                                                      <NA>
## 7054 We use ML methods for generating insights (but do not put working models into production)
## 7055                                                             No (we do not use ML methods)
## 7056                                                                                      <NA>
## 7057    We have well established ML methods (i.e., models in production for more than 2 years)
## 7058                                                             No (we do not use ML methods)
## 7059                                                                                      <NA>
## 7060                 We are exploring ML methods (and may one day put a model into production)
## 7061   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7062    We have well established ML methods (i.e., models in production for more than 2 years)
## 7063                 We are exploring ML methods (and may one day put a model into production)
## 7064                 We are exploring ML methods (and may one day put a model into production)
## 7065                                                             No (we do not use ML methods)
## 7066   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7067                 We are exploring ML methods (and may one day put a model into production)
## 7068                                                                                      <NA>
## 7069   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7070                                                                                      <NA>
## 7071                 We are exploring ML methods (and may one day put a model into production)
## 7072                                                             No (we do not use ML methods)
## 7073                                                                             I do not know
## 7074                                                                                      <NA>
## 7075                                                                             I do not know
## 7076   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7077    We have well established ML methods (i.e., models in production for more than 2 years)
## 7078 We use ML methods for generating insights (but do not put working models into production)
## 7079                 We are exploring ML methods (and may one day put a model into production)
## 7080 We use ML methods for generating insights (but do not put working models into production)
## 7081 We use ML methods for generating insights (but do not put working models into production)
## 7082 We use ML methods for generating insights (but do not put working models into production)
## 7083                                                                                      <NA>
## 7084                                                             No (we do not use ML methods)
## 7085   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7086                                                             No (we do not use ML methods)
## 7087    We have well established ML methods (i.e., models in production for more than 2 years)
## 7088    We have well established ML methods (i.e., models in production for more than 2 years)
## 7089                                                             No (we do not use ML methods)
## 7090                                                                                      <NA>
## 7091                                                                                      <NA>
## 7092    We have well established ML methods (i.e., models in production for more than 2 years)
## 7093   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7094                                                                                      <NA>
## 7095                 We are exploring ML methods (and may one day put a model into production)
## 7096                                                                                      <NA>
## 7097    We have well established ML methods (i.e., models in production for more than 2 years)
## 7098                 We are exploring ML methods (and may one day put a model into production)
## 7099                                                                                      <NA>
## 7100                                                                                      <NA>
## 7101   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7102                 We are exploring ML methods (and may one day put a model into production)
## 7103   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7104                 We are exploring ML methods (and may one day put a model into production)
## 7105                                                             No (we do not use ML methods)
## 7106                                                             No (we do not use ML methods)
## 7107                                                             No (we do not use ML methods)
## 7108                                                                                      <NA>
## 7109                                                             No (we do not use ML methods)
## 7110   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7111                 We are exploring ML methods (and may one day put a model into production)
## 7112   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7113                                                                                      <NA>
## 7114    We have well established ML methods (i.e., models in production for more than 2 years)
## 7115                 We are exploring ML methods (and may one day put a model into production)
## 7116                                                                                      <NA>
## 7117                                                                                      <NA>
## 7118                                                                                      <NA>
## 7119                 We are exploring ML methods (and may one day put a model into production)
## 7120                 We are exploring ML methods (and may one day put a model into production)
## 7121                                                                                      <NA>
## 7122                 We are exploring ML methods (and may one day put a model into production)
## 7123   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7124                                                                                      <NA>
## 7125    We have well established ML methods (i.e., models in production for more than 2 years)
## 7126                                                                                      <NA>
## 7127 We use ML methods for generating insights (but do not put working models into production)
## 7128                                                             No (we do not use ML methods)
## 7129   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7130   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7131                 We are exploring ML methods (and may one day put a model into production)
## 7132    We have well established ML methods (i.e., models in production for more than 2 years)
## 7133                                                                                      <NA>
## 7134                                                                                      <NA>
## 7135   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7136   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7137                                                                             I do not know
## 7138                 We are exploring ML methods (and may one day put a model into production)
## 7139    We have well established ML methods (i.e., models in production for more than 2 years)
## 7140                                                                                      <NA>
## 7141                                                             No (we do not use ML methods)
## 7142 We use ML methods for generating insights (but do not put working models into production)
## 7143                                                                                      <NA>
## 7144   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7145                 We are exploring ML methods (and may one day put a model into production)
## 7146                                                                             I do not know
## 7147   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7148                                                                                      <NA>
## 7149                 We are exploring ML methods (and may one day put a model into production)
## 7150    We have well established ML methods (i.e., models in production for more than 2 years)
## 7151   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7152   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7153                                                                                      <NA>
## 7154    We have well established ML methods (i.e., models in production for more than 2 years)
## 7155                                                                                      <NA>
## 7156                                                             No (we do not use ML methods)
## 7157 We use ML methods for generating insights (but do not put working models into production)
## 7158                                                                                      <NA>
## 7159                                                             No (we do not use ML methods)
## 7160                                                                                      <NA>
## 7161                                                                                      <NA>
## 7162                                                             No (we do not use ML methods)
## 7163   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7164                                                                             I do not know
## 7165    We have well established ML methods (i.e., models in production for more than 2 years)
## 7166                 We are exploring ML methods (and may one day put a model into production)
## 7167   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7168                 We are exploring ML methods (and may one day put a model into production)
## 7169    We have well established ML methods (i.e., models in production for more than 2 years)
## 7170                 We are exploring ML methods (and may one day put a model into production)
## 7171                                                                                      <NA>
## 7172    We have well established ML methods (i.e., models in production for more than 2 years)
## 7173                                                                                      <NA>
## 7174                                                                                      <NA>
## 7175   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7176                                                                                      <NA>
## 7177                                                                             I do not know
## 7178   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7179    We have well established ML methods (i.e., models in production for more than 2 years)
## 7180                                                             No (we do not use ML methods)
## 7181                                                                             I do not know
## 7182                 We are exploring ML methods (and may one day put a model into production)
## 7183                                                                                      <NA>
## 7184   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7185                                                                                      <NA>
## 7186                                                                             I do not know
## 7187                                                                             I do not know
## 7188                 We are exploring ML methods (and may one day put a model into production)
## 7189    We have well established ML methods (i.e., models in production for more than 2 years)
## 7190                                                                                      <NA>
## 7191                                                                                      <NA>
## 7192                 We are exploring ML methods (and may one day put a model into production)
## 7193                                                                                      <NA>
## 7194                                                                                      <NA>
## 7195                                                                                      <NA>
## 7196    We have well established ML methods (i.e., models in production for more than 2 years)
## 7197    We have well established ML methods (i.e., models in production for more than 2 years)
## 7198                                                                                      <NA>
## 7199 We use ML methods for generating insights (but do not put working models into production)
## 7200   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7201   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7202                                                             No (we do not use ML methods)
## 7203                                                                                      <NA>
## 7204   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7205    We have well established ML methods (i.e., models in production for more than 2 years)
## 7206   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7207 We use ML methods for generating insights (but do not put working models into production)
## 7208                                                                                      <NA>
## 7209   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7210   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7211                                                                             I do not know
## 7212                                                             No (we do not use ML methods)
## 7213                 We are exploring ML methods (and may one day put a model into production)
## 7214                                                             No (we do not use ML methods)
## 7215                                                                                      <NA>
## 7216                                                                                      <NA>
## 7217                 We are exploring ML methods (and may one day put a model into production)
## 7218                                                                                      <NA>
## 7219   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7220                                                             No (we do not use ML methods)
## 7221                                                                                      <NA>
## 7222                                                             No (we do not use ML methods)
## 7223    We have well established ML methods (i.e., models in production for more than 2 years)
## 7224                                                                                      <NA>
## 7225                                                                                      <NA>
## 7226   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7227                                                                                      <NA>
## 7228                                                                                      <NA>
## 7229                 We are exploring ML methods (and may one day put a model into production)
## 7230                                                             No (we do not use ML methods)
## 7231                                                             No (we do not use ML methods)
## 7232                                                                                      <NA>
## 7233                 We are exploring ML methods (and may one day put a model into production)
## 7234                 We are exploring ML methods (and may one day put a model into production)
## 7235    We have well established ML methods (i.e., models in production for more than 2 years)
## 7236                 We are exploring ML methods (and may one day put a model into production)
## 7237                 We are exploring ML methods (and may one day put a model into production)
## 7238                                                             No (we do not use ML methods)
## 7239    We have well established ML methods (i.e., models in production for more than 2 years)
## 7240                                                                             I do not know
## 7241                                                             No (we do not use ML methods)
## 7242    We have well established ML methods (i.e., models in production for more than 2 years)
## 7243                                                                                      <NA>
## 7244                                                                                      <NA>
## 7245   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7246                                                                                      <NA>
## 7247    We have well established ML methods (i.e., models in production for more than 2 years)
## 7248    We have well established ML methods (i.e., models in production for more than 2 years)
## 7249 We use ML methods for generating insights (but do not put working models into production)
## 7250   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7251    We have well established ML methods (i.e., models in production for more than 2 years)
## 7252    We have well established ML methods (i.e., models in production for more than 2 years)
## 7253                 We are exploring ML methods (and may one day put a model into production)
## 7254    We have well established ML methods (i.e., models in production for more than 2 years)
## 7255   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7256    We have well established ML methods (i.e., models in production for more than 2 years)
## 7257   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7258 We use ML methods for generating insights (but do not put working models into production)
## 7259                 We are exploring ML methods (and may one day put a model into production)
## 7260                                                                             I do not know
## 7261                                                                                      <NA>
## 7262   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7263                                                             No (we do not use ML methods)
## 7264    We have well established ML methods (i.e., models in production for more than 2 years)
## 7265                 We are exploring ML methods (and may one day put a model into production)
## 7266                                                                                      <NA>
## 7267    We have well established ML methods (i.e., models in production for more than 2 years)
## 7268   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7269                                                                             I do not know
## 7270   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7271    We have well established ML methods (i.e., models in production for more than 2 years)
## 7272    We have well established ML methods (i.e., models in production for more than 2 years)
## 7273 We use ML methods for generating insights (but do not put working models into production)
## 7274    We have well established ML methods (i.e., models in production for more than 2 years)
## 7275                                                             No (we do not use ML methods)
## 7276                                                             No (we do not use ML methods)
## 7277                                                                             I do not know
## 7278                 We are exploring ML methods (and may one day put a model into production)
## 7279                                                             No (we do not use ML methods)
## 7280                 We are exploring ML methods (and may one day put a model into production)
## 7281    We have well established ML methods (i.e., models in production for more than 2 years)
## 7282    We have well established ML methods (i.e., models in production for more than 2 years)
## 7283 We use ML methods for generating insights (but do not put working models into production)
## 7284                 We are exploring ML methods (and may one day put a model into production)
## 7285 We use ML methods for generating insights (but do not put working models into production)
## 7286                                                             No (we do not use ML methods)
## 7287                 We are exploring ML methods (and may one day put a model into production)
## 7288                 We are exploring ML methods (and may one day put a model into production)
## 7289   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7290                 We are exploring ML methods (and may one day put a model into production)
## 7291                                                                                      <NA>
## 7292    We have well established ML methods (i.e., models in production for more than 2 years)
## 7293                 We are exploring ML methods (and may one day put a model into production)
## 7294                 We are exploring ML methods (and may one day put a model into production)
## 7295                                                                                      <NA>
## 7296   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7297 We use ML methods for generating insights (but do not put working models into production)
## 7298                 We are exploring ML methods (and may one day put a model into production)
## 7299                 We are exploring ML methods (and may one day put a model into production)
## 7300    We have well established ML methods (i.e., models in production for more than 2 years)
## 7301                                                                                      <NA>
## 7302                                                                                      <NA>
## 7303   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7304                                                                                      <NA>
## 7305    We have well established ML methods (i.e., models in production for more than 2 years)
## 7306   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7307                                                                                      <NA>
## 7308                 We are exploring ML methods (and may one day put a model into production)
## 7309                                                                             I do not know
## 7310 We use ML methods for generating insights (but do not put working models into production)
## 7311    We have well established ML methods (i.e., models in production for more than 2 years)
## 7312    We have well established ML methods (i.e., models in production for more than 2 years)
## 7313                                                                             I do not know
## 7314    We have well established ML methods (i.e., models in production for more than 2 years)
## 7315    We have well established ML methods (i.e., models in production for more than 2 years)
## 7316    We have well established ML methods (i.e., models in production for more than 2 years)
## 7317                                                                                      <NA>
## 7318                                                             No (we do not use ML methods)
## 7319                 We are exploring ML methods (and may one day put a model into production)
## 7320                                                                                      <NA>
## 7321                 We are exploring ML methods (and may one day put a model into production)
## 7322                                                             No (we do not use ML methods)
## 7323                                                             No (we do not use ML methods)
## 7324   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7325                 We are exploring ML methods (and may one day put a model into production)
## 7326                                                             No (we do not use ML methods)
## 7327                                                                                      <NA>
## 7328                                                                                      <NA>
## 7329    We have well established ML methods (i.e., models in production for more than 2 years)
## 7330                                                                                      <NA>
## 7331                                                                                      <NA>
## 7332 We use ML methods for generating insights (but do not put working models into production)
## 7333                                                             No (we do not use ML methods)
## 7334 We use ML methods for generating insights (but do not put working models into production)
## 7335 We use ML methods for generating insights (but do not put working models into production)
## 7336 We use ML methods for generating insights (but do not put working models into production)
## 7337   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7338                                                                                      <NA>
## 7339                                                             No (we do not use ML methods)
## 7340                                                             No (we do not use ML methods)
## 7341                                                                                      <NA>
## 7342                 We are exploring ML methods (and may one day put a model into production)
## 7343   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7344   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7345                 We are exploring ML methods (and may one day put a model into production)
## 7346                                                                             I do not know
## 7347                                                                                      <NA>
## 7348   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7349                                                             No (we do not use ML methods)
## 7350                                                                                      <NA>
## 7351                                                                             I do not know
## 7352 We use ML methods for generating insights (but do not put working models into production)
## 7353                 We are exploring ML methods (and may one day put a model into production)
## 7354                 We are exploring ML methods (and may one day put a model into production)
## 7355   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7356                                                                             I do not know
## 7357    We have well established ML methods (i.e., models in production for more than 2 years)
## 7358                                                                                      <NA>
## 7359                                                                             I do not know
## 7360                                                                                      <NA>
## 7361                                                             No (we do not use ML methods)
## 7362                                                             No (we do not use ML methods)
## 7363   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7364 We use ML methods for generating insights (but do not put working models into production)
## 7365    We have well established ML methods (i.e., models in production for more than 2 years)
## 7366                 We are exploring ML methods (and may one day put a model into production)
## 7367                                                             No (we do not use ML methods)
## 7368                                                                                      <NA>
## 7369 We use ML methods for generating insights (but do not put working models into production)
## 7370    We have well established ML methods (i.e., models in production for more than 2 years)
## 7371 We use ML methods for generating insights (but do not put working models into production)
## 7372    We have well established ML methods (i.e., models in production for more than 2 years)
## 7373                                                                                      <NA>
## 7374   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7375                 We are exploring ML methods (and may one day put a model into production)
## 7376                                                                             I do not know
## 7377                 We are exploring ML methods (and may one day put a model into production)
## 7378                                                                                      <NA>
## 7379                                                                             I do not know
## 7380   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7381    We have well established ML methods (i.e., models in production for more than 2 years)
## 7382                                                                                      <NA>
## 7383                 We are exploring ML methods (and may one day put a model into production)
## 7384   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7385                                                             No (we do not use ML methods)
## 7386                 We are exploring ML methods (and may one day put a model into production)
## 7387                 We are exploring ML methods (and may one day put a model into production)
## 7388                                                             No (we do not use ML methods)
## 7389   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7390 We use ML methods for generating insights (but do not put working models into production)
## 7391                                                                             I do not know
## 7392                                                             No (we do not use ML methods)
## 7393 We use ML methods for generating insights (but do not put working models into production)
## 7394 We use ML methods for generating insights (but do not put working models into production)
## 7395                 We are exploring ML methods (and may one day put a model into production)
## 7396                 We are exploring ML methods (and may one day put a model into production)
## 7397                                                                             I do not know
## 7398                                                                                      <NA>
## 7399                                                                             I do not know
## 7400    We have well established ML methods (i.e., models in production for more than 2 years)
## 7401                                                                                      <NA>
## 7402    We have well established ML methods (i.e., models in production for more than 2 years)
## 7403    We have well established ML methods (i.e., models in production for more than 2 years)
## 7404                                                             No (we do not use ML methods)
## 7405    We have well established ML methods (i.e., models in production for more than 2 years)
## 7406    We have well established ML methods (i.e., models in production for more than 2 years)
## 7407   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7408                                                             No (we do not use ML methods)
## 7409                                                                                      <NA>
## 7410                                                             No (we do not use ML methods)
## 7411   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7412                                                                                      <NA>
## 7413                                                                                      <NA>
## 7414                                                                                      <NA>
## 7415    We have well established ML methods (i.e., models in production for more than 2 years)
## 7416                                                                                      <NA>
## 7417                                                             No (we do not use ML methods)
## 7418                                                                                      <NA>
## 7419                                                             No (we do not use ML methods)
## 7420                 We are exploring ML methods (and may one day put a model into production)
## 7421                                                                             I do not know
## 7422    We have well established ML methods (i.e., models in production for more than 2 years)
## 7423                                                                                      <NA>
## 7424                                                                                      <NA>
## 7425                                                                                      <NA>
## 7426    We have well established ML methods (i.e., models in production for more than 2 years)
## 7427                                                             No (we do not use ML methods)
## 7428    We have well established ML methods (i.e., models in production for more than 2 years)
## 7429                                                                                      <NA>
## 7430                                                                                      <NA>
## 7431    We have well established ML methods (i.e., models in production for more than 2 years)
## 7432                                                                                      <NA>
## 7433   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7434                                                                                      <NA>
## 7435                                                             No (we do not use ML methods)
## 7436   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7437                                                                                      <NA>
## 7438                                                                             I do not know
## 7439                                                                                      <NA>
## 7440   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7441                                                                                      <NA>
## 7442 We use ML methods for generating insights (but do not put working models into production)
## 7443                                                             No (we do not use ML methods)
## 7444   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7445                 We are exploring ML methods (and may one day put a model into production)
## 7446                                                                                      <NA>
## 7447                                                                             I do not know
## 7448 We use ML methods for generating insights (but do not put working models into production)
## 7449 We use ML methods for generating insights (but do not put working models into production)
## 7450   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7451                                                             No (we do not use ML methods)
## 7452   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7453                                                                             I do not know
## 7454   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7455                                                                                      <NA>
## 7456                 We are exploring ML methods (and may one day put a model into production)
## 7457                 We are exploring ML methods (and may one day put a model into production)
## 7458                 We are exploring ML methods (and may one day put a model into production)
## 7459   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7460 We use ML methods for generating insights (but do not put working models into production)
## 7461   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7462                                                                             I do not know
## 7463    We have well established ML methods (i.e., models in production for more than 2 years)
## 7464    We have well established ML methods (i.e., models in production for more than 2 years)
## 7465                                                                                      <NA>
## 7466                                                             No (we do not use ML methods)
## 7467    We have well established ML methods (i.e., models in production for more than 2 years)
## 7468 We use ML methods for generating insights (but do not put working models into production)
## 7469   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7470                 We are exploring ML methods (and may one day put a model into production)
## 7471                 We are exploring ML methods (and may one day put a model into production)
## 7472   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7473                 We are exploring ML methods (and may one day put a model into production)
## 7474   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7475                                                             No (we do not use ML methods)
## 7476 We use ML methods for generating insights (but do not put working models into production)
## 7477                                                                                      <NA>
## 7478   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7479                 We are exploring ML methods (and may one day put a model into production)
## 7480                                                                                      <NA>
## 7481                                                                                      <NA>
## 7482                                                             No (we do not use ML methods)
## 7483                                                             No (we do not use ML methods)
## 7484                 We are exploring ML methods (and may one day put a model into production)
## 7485   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7486                 We are exploring ML methods (and may one day put a model into production)
## 7487                                                                                      <NA>
## 7488                                                                                      <NA>
## 7489 We use ML methods for generating insights (but do not put working models into production)
## 7490                 We are exploring ML methods (and may one day put a model into production)
## 7491                                                                             I do not know
## 7492                                                             No (we do not use ML methods)
## 7493    We have well established ML methods (i.e., models in production for more than 2 years)
## 7494   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7495                                                                                      <NA>
## 7496                 We are exploring ML methods (and may one day put a model into production)
## 7497                                                             No (we do not use ML methods)
## 7498    We have well established ML methods (i.e., models in production for more than 2 years)
## 7499                                                             No (we do not use ML methods)
## 7500                                                                                      <NA>
## 7501 We use ML methods for generating insights (but do not put working models into production)
## 7502                                                             No (we do not use ML methods)
## 7503                                                                                      <NA>
## 7504                                                             No (we do not use ML methods)
## 7505                                                             No (we do not use ML methods)
## 7506                                                             No (we do not use ML methods)
## 7507                                                                                      <NA>
## 7508                                                             No (we do not use ML methods)
## 7509                                                                                      <NA>
## 7510                                                             No (we do not use ML methods)
## 7511   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7512   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7513                 We are exploring ML methods (and may one day put a model into production)
## 7514                                                                             I do not know
## 7515                                                                             I do not know
## 7516    We have well established ML methods (i.e., models in production for more than 2 years)
## 7517                                                                             I do not know
## 7518                                                                                      <NA>
## 7519   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7520    We have well established ML methods (i.e., models in production for more than 2 years)
## 7521                                                                                      <NA>
## 7522                                                                                      <NA>
## 7523                 We are exploring ML methods (and may one day put a model into production)
## 7524                 We are exploring ML methods (and may one day put a model into production)
## 7525    We have well established ML methods (i.e., models in production for more than 2 years)
## 7526                 We are exploring ML methods (and may one day put a model into production)
## 7527    We have well established ML methods (i.e., models in production for more than 2 years)
## 7528    We have well established ML methods (i.e., models in production for more than 2 years)
## 7529                 We are exploring ML methods (and may one day put a model into production)
## 7530                                                             No (we do not use ML methods)
## 7531                 We are exploring ML methods (and may one day put a model into production)
## 7532                 We are exploring ML methods (and may one day put a model into production)
## 7533    We have well established ML methods (i.e., models in production for more than 2 years)
## 7534   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7535 We use ML methods for generating insights (but do not put working models into production)
## 7536 We use ML methods for generating insights (but do not put working models into production)
## 7537                 We are exploring ML methods (and may one day put a model into production)
## 7538    We have well established ML methods (i.e., models in production for more than 2 years)
## 7539                                                                                      <NA>
## 7540                                                                                      <NA>
## 7541                                                                                      <NA>
## 7542                                                                                      <NA>
## 7543                                                                                      <NA>
## 7544   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7545                 We are exploring ML methods (and may one day put a model into production)
## 7546                 We are exploring ML methods (and may one day put a model into production)
## 7547   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7548 We use ML methods for generating insights (but do not put working models into production)
## 7549                                                                             I do not know
## 7550                                                                                      <NA>
## 7551   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7552                                                             No (we do not use ML methods)
## 7553    We have well established ML methods (i.e., models in production for more than 2 years)
## 7554                 We are exploring ML methods (and may one day put a model into production)
## 7555   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7556                                                                                      <NA>
## 7557    We have well established ML methods (i.e., models in production for more than 2 years)
## 7558    We have well established ML methods (i.e., models in production for more than 2 years)
## 7559                                                                                      <NA>
## 7560                                                             No (we do not use ML methods)
## 7561                 We are exploring ML methods (and may one day put a model into production)
## 7562    We have well established ML methods (i.e., models in production for more than 2 years)
## 7563    We have well established ML methods (i.e., models in production for more than 2 years)
## 7564                 We are exploring ML methods (and may one day put a model into production)
## 7565                                                                                      <NA>
## 7566    We have well established ML methods (i.e., models in production for more than 2 years)
## 7567                                                                             I do not know
## 7568 We use ML methods for generating insights (but do not put working models into production)
## 7569                 We are exploring ML methods (and may one day put a model into production)
## 7570                                                                                      <NA>
## 7571    We have well established ML methods (i.e., models in production for more than 2 years)
## 7572                                                                                      <NA>
## 7573                 We are exploring ML methods (and may one day put a model into production)
## 7574 We use ML methods for generating insights (but do not put working models into production)
## 7575                                                                                      <NA>
## 7576 We use ML methods for generating insights (but do not put working models into production)
## 7577                 We are exploring ML methods (and may one day put a model into production)
## 7578                                                                                      <NA>
## 7579 We use ML methods for generating insights (but do not put working models into production)
## 7580                                                                                      <NA>
## 7581    We have well established ML methods (i.e., models in production for more than 2 years)
## 7582                                                                             I do not know
## 7583                                                                                      <NA>
## 7584                 We are exploring ML methods (and may one day put a model into production)
## 7585                                                                                      <NA>
## 7586                                                             No (we do not use ML methods)
## 7587                                                                             I do not know
## 7588                                                                                      <NA>
## 7589                 We are exploring ML methods (and may one day put a model into production)
## 7590                                                                                      <NA>
## 7591                                                                                      <NA>
## 7592                                                                                      <NA>
## 7593                                                                                      <NA>
## 7594   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7595    We have well established ML methods (i.e., models in production for more than 2 years)
## 7596                                                                             I do not know
## 7597    We have well established ML methods (i.e., models in production for more than 2 years)
## 7598    We have well established ML methods (i.e., models in production for more than 2 years)
## 7599                 We are exploring ML methods (and may one day put a model into production)
## 7600                                                                                      <NA>
## 7601                                                                                      <NA>
## 7602                                                                                      <NA>
## 7603                 We are exploring ML methods (and may one day put a model into production)
## 7604   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7605                                                             No (we do not use ML methods)
## 7606   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7607   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7608                                                                                      <NA>
## 7609                                                             No (we do not use ML methods)
## 7610                                                             No (we do not use ML methods)
## 7611                 We are exploring ML methods (and may one day put a model into production)
## 7612                 We are exploring ML methods (and may one day put a model into production)
## 7613    We have well established ML methods (i.e., models in production for more than 2 years)
## 7614                                                                                      <NA>
## 7615                                                                                      <NA>
## 7616    We have well established ML methods (i.e., models in production for more than 2 years)
## 7617                                                             No (we do not use ML methods)
## 7618                                                                                      <NA>
## 7619    We have well established ML methods (i.e., models in production for more than 2 years)
## 7620   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7621                                                                                      <NA>
## 7622   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7623 We use ML methods for generating insights (but do not put working models into production)
## 7624                                                                             I do not know
## 7625 We use ML methods for generating insights (but do not put working models into production)
## 7626   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7627 We use ML methods for generating insights (but do not put working models into production)
## 7628                                                                                      <NA>
## 7629                 We are exploring ML methods (and may one day put a model into production)
## 7630    We have well established ML methods (i.e., models in production for more than 2 years)
## 7631   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7632   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7633                                                                                      <NA>
## 7634    We have well established ML methods (i.e., models in production for more than 2 years)
## 7635    We have well established ML methods (i.e., models in production for more than 2 years)
## 7636                                                                                      <NA>
## 7637                                                                                      <NA>
## 7638                                                                                      <NA>
## 7639   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7640 We use ML methods for generating insights (but do not put working models into production)
## 7641                                                             No (we do not use ML methods)
## 7642    We have well established ML methods (i.e., models in production for more than 2 years)
## 7643                 We are exploring ML methods (and may one day put a model into production)
## 7644   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7645   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7646   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7647                                                                             I do not know
## 7648                                                                                      <NA>
## 7649                                                                             I do not know
## 7650   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7651                 We are exploring ML methods (and may one day put a model into production)
## 7652    We have well established ML methods (i.e., models in production for more than 2 years)
## 7653                 We are exploring ML methods (and may one day put a model into production)
## 7654                                                                                      <NA>
## 7655                 We are exploring ML methods (and may one day put a model into production)
## 7656 We use ML methods for generating insights (but do not put working models into production)
## 7657 We use ML methods for generating insights (but do not put working models into production)
## 7658                                                                             I do not know
## 7659                 We are exploring ML methods (and may one day put a model into production)
## 7660                                                                                      <NA>
## 7661    We have well established ML methods (i.e., models in production for more than 2 years)
## 7662                                                             No (we do not use ML methods)
## 7663                 We are exploring ML methods (and may one day put a model into production)
## 7664                                                                                      <NA>
## 7665 We use ML methods for generating insights (but do not put working models into production)
## 7666                 We are exploring ML methods (and may one day put a model into production)
## 7667                 We are exploring ML methods (and may one day put a model into production)
## 7668                                                                             I do not know
## 7669    We have well established ML methods (i.e., models in production for more than 2 years)
## 7670                                                                             I do not know
## 7671   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7672                                                                             I do not know
## 7673   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7674    We have well established ML methods (i.e., models in production for more than 2 years)
## 7675 We use ML methods for generating insights (but do not put working models into production)
## 7676                                                             No (we do not use ML methods)
## 7677   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7678    We have well established ML methods (i.e., models in production for more than 2 years)
## 7679                                                                                      <NA>
## 7680                                                             No (we do not use ML methods)
## 7681    We have well established ML methods (i.e., models in production for more than 2 years)
## 7682    We have well established ML methods (i.e., models in production for more than 2 years)
## 7683                                                             No (we do not use ML methods)
## 7684                                                             No (we do not use ML methods)
## 7685 We use ML methods for generating insights (but do not put working models into production)
## 7686                 We are exploring ML methods (and may one day put a model into production)
## 7687    We have well established ML methods (i.e., models in production for more than 2 years)
## 7688                                                                                      <NA>
## 7689   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7690                                                                                      <NA>
## 7691 We use ML methods for generating insights (but do not put working models into production)
## 7692                                                                                      <NA>
## 7693                                                                                      <NA>
## 7694                 We are exploring ML methods (and may one day put a model into production)
## 7695                                                                                      <NA>
## 7696   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7697   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7698    We have well established ML methods (i.e., models in production for more than 2 years)
## 7699                                                                             I do not know
## 7700                                                                             I do not know
## 7701                 We are exploring ML methods (and may one day put a model into production)
## 7702 We use ML methods for generating insights (but do not put working models into production)
## 7703   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7704                 We are exploring ML methods (and may one day put a model into production)
## 7705                                                                                      <NA>
## 7706                                                                             I do not know
## 7707                 We are exploring ML methods (and may one day put a model into production)
## 7708                                                             No (we do not use ML methods)
## 7709                                                                                      <NA>
## 7710                 We are exploring ML methods (and may one day put a model into production)
## 7711   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7712 We use ML methods for generating insights (but do not put working models into production)
## 7713                 We are exploring ML methods (and may one day put a model into production)
## 7714   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7715 We use ML methods for generating insights (but do not put working models into production)
## 7716                                                                             I do not know
## 7717                                                                             I do not know
## 7718   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7719 We use ML methods for generating insights (but do not put working models into production)
## 7720 We use ML methods for generating insights (but do not put working models into production)
## 7721                                                                                      <NA>
## 7722                                                             No (we do not use ML methods)
## 7723                                                             No (we do not use ML methods)
## 7724   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7725                                                             No (we do not use ML methods)
## 7726                                                                                      <NA>
## 7727                                                                                      <NA>
## 7728 We use ML methods for generating insights (but do not put working models into production)
## 7729                                                             No (we do not use ML methods)
## 7730 We use ML methods for generating insights (but do not put working models into production)
## 7731    We have well established ML methods (i.e., models in production for more than 2 years)
## 7732                 We are exploring ML methods (and may one day put a model into production)
## 7733                                                             No (we do not use ML methods)
## 7734                 We are exploring ML methods (and may one day put a model into production)
## 7735                                                                                      <NA>
## 7736                                                                                      <NA>
## 7737   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7738   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7739                                                             No (we do not use ML methods)
## 7740                 We are exploring ML methods (and may one day put a model into production)
## 7741                                                                                      <NA>
## 7742                 We are exploring ML methods (and may one day put a model into production)
## 7743                 We are exploring ML methods (and may one day put a model into production)
## 7744                                                                                      <NA>
## 7745                                                             No (we do not use ML methods)
## 7746                                                                                      <NA>
## 7747                 We are exploring ML methods (and may one day put a model into production)
## 7748                                                                             I do not know
## 7749                 We are exploring ML methods (and may one day put a model into production)
## 7750                 We are exploring ML methods (and may one day put a model into production)
## 7751   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7752                                                             No (we do not use ML methods)
## 7753    We have well established ML methods (i.e., models in production for more than 2 years)
## 7754                                                                                      <NA>
## 7755   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7756   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7757   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7758                                                                                      <NA>
## 7759   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7760   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7761                                                                                      <NA>
## 7762 We use ML methods for generating insights (but do not put working models into production)
## 7763   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7764                 We are exploring ML methods (and may one day put a model into production)
## 7765                                                                                      <NA>
## 7766    We have well established ML methods (i.e., models in production for more than 2 years)
## 7767   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7768                 We are exploring ML methods (and may one day put a model into production)
## 7769                                                                                      <NA>
## 7770                 We are exploring ML methods (and may one day put a model into production)
## 7771                                                                                      <NA>
## 7772    We have well established ML methods (i.e., models in production for more than 2 years)
## 7773   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7774                 We are exploring ML methods (and may one day put a model into production)
## 7775 We use ML methods for generating insights (but do not put working models into production)
## 7776                 We are exploring ML methods (and may one day put a model into production)
## 7777                                                                                      <NA>
## 7778                                                                                      <NA>
## 7779                                                                             I do not know
## 7780                                                             No (we do not use ML methods)
## 7781                 We are exploring ML methods (and may one day put a model into production)
## 7782                 We are exploring ML methods (and may one day put a model into production)
## 7783 We use ML methods for generating insights (but do not put working models into production)
## 7784 We use ML methods for generating insights (but do not put working models into production)
## 7785                 We are exploring ML methods (and may one day put a model into production)
## 7786    We have well established ML methods (i.e., models in production for more than 2 years)
## 7787    We have well established ML methods (i.e., models in production for more than 2 years)
## 7788                                                             No (we do not use ML methods)
## 7789                                                                                      <NA>
## 7790                                                             No (we do not use ML methods)
## 7791   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7792                                                                                      <NA>
## 7793                                                             No (we do not use ML methods)
## 7794   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7795                                                                                      <NA>
## 7796                                                             No (we do not use ML methods)
## 7797   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7798                 We are exploring ML methods (and may one day put a model into production)
## 7799   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7800                                                                                      <NA>
## 7801    We have well established ML methods (i.e., models in production for more than 2 years)
## 7802                                                                                      <NA>
## 7803    We have well established ML methods (i.e., models in production for more than 2 years)
## 7804                                                                                      <NA>
## 7805                                                             No (we do not use ML methods)
## 7806                                                                                      <NA>
## 7807                                                                                      <NA>
## 7808    We have well established ML methods (i.e., models in production for more than 2 years)
## 7809                 We are exploring ML methods (and may one day put a model into production)
## 7810   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7811                                                                                      <NA>
## 7812    We have well established ML methods (i.e., models in production for more than 2 years)
## 7813 We use ML methods for generating insights (but do not put working models into production)
## 7814 We use ML methods for generating insights (but do not put working models into production)
## 7815   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7816   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7817   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7818                                                                                      <NA>
## 7819                 We are exploring ML methods (and may one day put a model into production)
## 7820                 We are exploring ML methods (and may one day put a model into production)
## 7821                                                             No (we do not use ML methods)
## 7822                                                             No (we do not use ML methods)
## 7823 We use ML methods for generating insights (but do not put working models into production)
## 7824 We use ML methods for generating insights (but do not put working models into production)
## 7825    We have well established ML methods (i.e., models in production for more than 2 years)
## 7826                 We are exploring ML methods (and may one day put a model into production)
## 7827                 We are exploring ML methods (and may one day put a model into production)
## 7828 We use ML methods for generating insights (but do not put working models into production)
## 7829                                                             No (we do not use ML methods)
## 7830                                                             No (we do not use ML methods)
## 7831                 We are exploring ML methods (and may one day put a model into production)
## 7832                 We are exploring ML methods (and may one day put a model into production)
## 7833                                                                                      <NA>
## 7834    We have well established ML methods (i.e., models in production for more than 2 years)
## 7835                                                             No (we do not use ML methods)
## 7836                                                                                      <NA>
## 7837                 We are exploring ML methods (and may one day put a model into production)
## 7838   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7839   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7840   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7841                                                                                      <NA>
## 7842   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7843                                                             No (we do not use ML methods)
## 7844                                                                                      <NA>
## 7845                 We are exploring ML methods (and may one day put a model into production)
## 7846    We have well established ML methods (i.e., models in production for more than 2 years)
## 7847   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7848                                                             No (we do not use ML methods)
## 7849                                                                                      <NA>
## 7850                 We are exploring ML methods (and may one day put a model into production)
## 7851                 We are exploring ML methods (and may one day put a model into production)
## 7852   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7853    We have well established ML methods (i.e., models in production for more than 2 years)
## 7854 We use ML methods for generating insights (but do not put working models into production)
## 7855                                                             No (we do not use ML methods)
## 7856                                                             No (we do not use ML methods)
## 7857   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7858                 We are exploring ML methods (and may one day put a model into production)
## 7859 We use ML methods for generating insights (but do not put working models into production)
## 7860                                                                                      <NA>
## 7861 We use ML methods for generating insights (but do not put working models into production)
## 7862 We use ML methods for generating insights (but do not put working models into production)
## 7863                                                                                      <NA>
## 7864                 We are exploring ML methods (and may one day put a model into production)
## 7865                                                                                      <NA>
## 7866                                                             No (we do not use ML methods)
## 7867                                                                                      <NA>
## 7868                                                             No (we do not use ML methods)
## 7869                 We are exploring ML methods (and may one day put a model into production)
## 7870                 We are exploring ML methods (and may one day put a model into production)
## 7871    We have well established ML methods (i.e., models in production for more than 2 years)
## 7872                                                                                      <NA>
## 7873    We have well established ML methods (i.e., models in production for more than 2 years)
## 7874                 We are exploring ML methods (and may one day put a model into production)
## 7875   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7876                                                                                      <NA>
## 7877                                                             No (we do not use ML methods)
## 7878                                                                                      <NA>
## 7879                                                                                      <NA>
## 7880                 We are exploring ML methods (and may one day put a model into production)
## 7881   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7882 We use ML methods for generating insights (but do not put working models into production)
## 7883   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7884                                                                                      <NA>
## 7885                                                             No (we do not use ML methods)
## 7886                 We are exploring ML methods (and may one day put a model into production)
## 7887                 We are exploring ML methods (and may one day put a model into production)
## 7888                                                                                      <NA>
## 7889    We have well established ML methods (i.e., models in production for more than 2 years)
## 7890                                                                                      <NA>
## 7891                 We are exploring ML methods (and may one day put a model into production)
## 7892                                                                                      <NA>
## 7893                                                                                      <NA>
## 7894                 We are exploring ML methods (and may one day put a model into production)
## 7895                                                             No (we do not use ML methods)
## 7896                                                                                      <NA>
## 7897                                                                                      <NA>
## 7898    We have well established ML methods (i.e., models in production for more than 2 years)
## 7899                                                                                      <NA>
## 7900                                                             No (we do not use ML methods)
## 7901                                                             No (we do not use ML methods)
## 7902   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7903 We use ML methods for generating insights (but do not put working models into production)
## 7904                                                             No (we do not use ML methods)
## 7905 We use ML methods for generating insights (but do not put working models into production)
## 7906    We have well established ML methods (i.e., models in production for more than 2 years)
## 7907                                                                                      <NA>
## 7908    We have well established ML methods (i.e., models in production for more than 2 years)
## 7909    We have well established ML methods (i.e., models in production for more than 2 years)
## 7910   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7911   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7912                 We are exploring ML methods (and may one day put a model into production)
## 7913                                                                                      <NA>
## 7914                                                                                      <NA>
## 7915    We have well established ML methods (i.e., models in production for more than 2 years)
## 7916                 We are exploring ML methods (and may one day put a model into production)
## 7917                                                                                      <NA>
## 7918 We use ML methods for generating insights (but do not put working models into production)
## 7919   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7920                                                                                      <NA>
## 7921   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7922                 We are exploring ML methods (and may one day put a model into production)
## 7923                                                                             I do not know
## 7924 We use ML methods for generating insights (but do not put working models into production)
## 7925 We use ML methods for generating insights (but do not put working models into production)
## 7926                                                             No (we do not use ML methods)
## 7927   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7928    We have well established ML methods (i.e., models in production for more than 2 years)
## 7929    We have well established ML methods (i.e., models in production for more than 2 years)
## 7930                 We are exploring ML methods (and may one day put a model into production)
## 7931                                                             No (we do not use ML methods)
## 7932 We use ML methods for generating insights (but do not put working models into production)
## 7933 We use ML methods for generating insights (but do not put working models into production)
## 7934                                                                                      <NA>
## 7935                                                                                      <NA>
## 7936   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7937    We have well established ML methods (i.e., models in production for more than 2 years)
## 7938                                                             No (we do not use ML methods)
## 7939    We have well established ML methods (i.e., models in production for more than 2 years)
## 7940                 We are exploring ML methods (and may one day put a model into production)
## 7941                 We are exploring ML methods (and may one day put a model into production)
## 7942   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7943                                                                                      <NA>
## 7944    We have well established ML methods (i.e., models in production for more than 2 years)
## 7945                                                                                      <NA>
## 7946                                                                                      <NA>
## 7947   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7948                                                             No (we do not use ML methods)
## 7949 We use ML methods for generating insights (but do not put working models into production)
## 7950                                                                             I do not know
## 7951   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7952 We use ML methods for generating insights (but do not put working models into production)
## 7953                                                             No (we do not use ML methods)
## 7954 We use ML methods for generating insights (but do not put working models into production)
## 7955                 We are exploring ML methods (and may one day put a model into production)
## 7956                                                                                      <NA>
## 7957   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7958                                                                                      <NA>
## 7959                 We are exploring ML methods (and may one day put a model into production)
## 7960                 We are exploring ML methods (and may one day put a model into production)
## 7961                 We are exploring ML methods (and may one day put a model into production)
## 7962    We have well established ML methods (i.e., models in production for more than 2 years)
## 7963                                                                                      <NA>
## 7964   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7965 We use ML methods for generating insights (but do not put working models into production)
## 7966                                                                             I do not know
## 7967   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7968    We have well established ML methods (i.e., models in production for more than 2 years)
## 7969    We have well established ML methods (i.e., models in production for more than 2 years)
## 7970                 We are exploring ML methods (and may one day put a model into production)
## 7971                                                             No (we do not use ML methods)
## 7972 We use ML methods for generating insights (but do not put working models into production)
## 7973 We use ML methods for generating insights (but do not put working models into production)
## 7974    We have well established ML methods (i.e., models in production for more than 2 years)
## 7975   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7976   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7977                 We are exploring ML methods (and may one day put a model into production)
## 7978                 We are exploring ML methods (and may one day put a model into production)
## 7979                 We are exploring ML methods (and may one day put a model into production)
## 7980                                                             No (we do not use ML methods)
## 7981   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7982                                                                                      <NA>
## 7983    We have well established ML methods (i.e., models in production for more than 2 years)
## 7984                                                                             I do not know
## 7985                                                                                      <NA>
## 7986                                                             No (we do not use ML methods)
## 7987                                                             No (we do not use ML methods)
## 7988                                                                                      <NA>
## 7989                                                             No (we do not use ML methods)
## 7990    We have well established ML methods (i.e., models in production for more than 2 years)
## 7991 We use ML methods for generating insights (but do not put working models into production)
## 7992                                                                                      <NA>
## 7993                                                                                      <NA>
## 7994                                                                                      <NA>
## 7995                 We are exploring ML methods (and may one day put a model into production)
## 7996    We have well established ML methods (i.e., models in production for more than 2 years)
## 7997   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7998   We recently started using ML methods (i.e., models in production for less than 2 years)
## 7999                                                             No (we do not use ML methods)
## 8000    We have well established ML methods (i.e., models in production for more than 2 years)
## 8001   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8002                 We are exploring ML methods (and may one day put a model into production)
## 8003   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8004                 We are exploring ML methods (and may one day put a model into production)
## 8005    We have well established ML methods (i.e., models in production for more than 2 years)
## 8006    We have well established ML methods (i.e., models in production for more than 2 years)
## 8007                                                                                      <NA>
## 8008                                                             No (we do not use ML methods)
## 8009                                                             No (we do not use ML methods)
## 8010                                                                                      <NA>
## 8011                                                             No (we do not use ML methods)
## 8012                                                                                      <NA>
## 8013                 We are exploring ML methods (and may one day put a model into production)
## 8014                                                                                      <NA>
## 8015                 We are exploring ML methods (and may one day put a model into production)
## 8016                 We are exploring ML methods (and may one day put a model into production)
## 8017                                                                                      <NA>
## 8018                 We are exploring ML methods (and may one day put a model into production)
## 8019   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8020                                                             No (we do not use ML methods)
## 8021                                                                                      <NA>
## 8022    We have well established ML methods (i.e., models in production for more than 2 years)
## 8023                 We are exploring ML methods (and may one day put a model into production)
## 8024    We have well established ML methods (i.e., models in production for more than 2 years)
## 8025   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8026   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8027                 We are exploring ML methods (and may one day put a model into production)
## 8028   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8029 We use ML methods for generating insights (but do not put working models into production)
## 8030                 We are exploring ML methods (and may one day put a model into production)
## 8031                                                                             I do not know
## 8032   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8033                 We are exploring ML methods (and may one day put a model into production)
## 8034 We use ML methods for generating insights (but do not put working models into production)
## 8035                                                             No (we do not use ML methods)
## 8036                 We are exploring ML methods (and may one day put a model into production)
## 8037                 We are exploring ML methods (and may one day put a model into production)
## 8038 We use ML methods for generating insights (but do not put working models into production)
## 8039                                                             No (we do not use ML methods)
## 8040                                                                                      <NA>
## 8041                 We are exploring ML methods (and may one day put a model into production)
## 8042                                                                             I do not know
## 8043                                                                                      <NA>
## 8044                                                             No (we do not use ML methods)
## 8045                                                                                      <NA>
## 8046                                                                                      <NA>
## 8047                                                                             I do not know
## 8048    We have well established ML methods (i.e., models in production for more than 2 years)
## 8049                                                             No (we do not use ML methods)
## 8050                 We are exploring ML methods (and may one day put a model into production)
## 8051    We have well established ML methods (i.e., models in production for more than 2 years)
## 8052    We have well established ML methods (i.e., models in production for more than 2 years)
## 8053    We have well established ML methods (i.e., models in production for more than 2 years)
## 8054 We use ML methods for generating insights (but do not put working models into production)
## 8055   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8056                 We are exploring ML methods (and may one day put a model into production)
## 8057                                                                             I do not know
## 8058                                                             No (we do not use ML methods)
## 8059                 We are exploring ML methods (and may one day put a model into production)
## 8060   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8061                                                                                      <NA>
## 8062 We use ML methods for generating insights (but do not put working models into production)
## 8063                 We are exploring ML methods (and may one day put a model into production)
## 8064                                                                             I do not know
## 8065 We use ML methods for generating insights (but do not put working models into production)
## 8066                 We are exploring ML methods (and may one day put a model into production)
## 8067   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8068                 We are exploring ML methods (and may one day put a model into production)
## 8069                                                             No (we do not use ML methods)
## 8070                                                                                      <NA>
## 8071                                                                             I do not know
## 8072   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8073                                                             No (we do not use ML methods)
## 8074                                                                                      <NA>
## 8075                                                             No (we do not use ML methods)
## 8076 We use ML methods for generating insights (but do not put working models into production)
## 8077                                                                                      <NA>
## 8078    We have well established ML methods (i.e., models in production for more than 2 years)
## 8079 We use ML methods for generating insights (but do not put working models into production)
## 8080                                                                                      <NA>
## 8081                                                                             I do not know
## 8082    We have well established ML methods (i.e., models in production for more than 2 years)
## 8083                                                                                      <NA>
## 8084                                                                                      <NA>
## 8085                                                             No (we do not use ML methods)
## 8086                                                                                      <NA>
## 8087    We have well established ML methods (i.e., models in production for more than 2 years)
## 8088   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8089   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8090   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8091                 We are exploring ML methods (and may one day put a model into production)
## 8092 We use ML methods for generating insights (but do not put working models into production)
## 8093                                                                                      <NA>
## 8094                                                             No (we do not use ML methods)
## 8095                                                             No (we do not use ML methods)
## 8096                 We are exploring ML methods (and may one day put a model into production)
## 8097 We use ML methods for generating insights (but do not put working models into production)
## 8098 We use ML methods for generating insights (but do not put working models into production)
## 8099                                                             No (we do not use ML methods)
## 8100    We have well established ML methods (i.e., models in production for more than 2 years)
## 8101                 We are exploring ML methods (and may one day put a model into production)
## 8102   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8103                                                                                      <NA>
## 8104                 We are exploring ML methods (and may one day put a model into production)
## 8105 We use ML methods for generating insights (but do not put working models into production)
## 8106                 We are exploring ML methods (and may one day put a model into production)
## 8107    We have well established ML methods (i.e., models in production for more than 2 years)
## 8108   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8109   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8110                                                             No (we do not use ML methods)
## 8111    We have well established ML methods (i.e., models in production for more than 2 years)
## 8112   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8113   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8114                                                             No (we do not use ML methods)
## 8115   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8116                 We are exploring ML methods (and may one day put a model into production)
## 8117                                                             No (we do not use ML methods)
## 8118                                                             No (we do not use ML methods)
## 8119                                                                                      <NA>
## 8120                 We are exploring ML methods (and may one day put a model into production)
## 8121   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8122                                                             No (we do not use ML methods)
## 8123                                                                                      <NA>
## 8124                                                                                      <NA>
## 8125                 We are exploring ML methods (and may one day put a model into production)
## 8126    We have well established ML methods (i.e., models in production for more than 2 years)
## 8127                 We are exploring ML methods (and may one day put a model into production)
## 8128    We have well established ML methods (i.e., models in production for more than 2 years)
## 8129                                                             No (we do not use ML methods)
## 8130                                                                                      <NA>
## 8131                 We are exploring ML methods (and may one day put a model into production)
## 8132    We have well established ML methods (i.e., models in production for more than 2 years)
## 8133   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8134                                                                                      <NA>
## 8135                                                                                      <NA>
## 8136                 We are exploring ML methods (and may one day put a model into production)
## 8137                                                                                      <NA>
## 8138   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8139    We have well established ML methods (i.e., models in production for more than 2 years)
## 8140                 We are exploring ML methods (and may one day put a model into production)
## 8141 We use ML methods for generating insights (but do not put working models into production)
## 8142 We use ML methods for generating insights (but do not put working models into production)
## 8143                                                             No (we do not use ML methods)
## 8144                                                             No (we do not use ML methods)
## 8145    We have well established ML methods (i.e., models in production for more than 2 years)
## 8146    We have well established ML methods (i.e., models in production for more than 2 years)
## 8147   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8148                                                                                      <NA>
## 8149                                                             No (we do not use ML methods)
## 8150                 We are exploring ML methods (and may one day put a model into production)
## 8151                                                             No (we do not use ML methods)
## 8152                                                                                      <NA>
## 8153                                                                                      <NA>
## 8154   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8155 We use ML methods for generating insights (but do not put working models into production)
## 8156                                                                                      <NA>
## 8157   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8158                 We are exploring ML methods (and may one day put a model into production)
## 8159    We have well established ML methods (i.e., models in production for more than 2 years)
## 8160 We use ML methods for generating insights (but do not put working models into production)
## 8161 We use ML methods for generating insights (but do not put working models into production)
## 8162   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8163                 We are exploring ML methods (and may one day put a model into production)
## 8164                                                             No (we do not use ML methods)
## 8165                                                             No (we do not use ML methods)
## 8166                                                                                      <NA>
## 8167                                                                                      <NA>
## 8168    We have well established ML methods (i.e., models in production for more than 2 years)
## 8169   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8170                                                                             I do not know
## 8171                                                                                      <NA>
## 8172    We have well established ML methods (i.e., models in production for more than 2 years)
## 8173    We have well established ML methods (i.e., models in production for more than 2 years)
## 8174                 We are exploring ML methods (and may one day put a model into production)
## 8175                                                                                      <NA>
## 8176                                                             No (we do not use ML methods)
## 8177    We have well established ML methods (i.e., models in production for more than 2 years)
## 8178                                                                             I do not know
## 8179                 We are exploring ML methods (and may one day put a model into production)
## 8180                 We are exploring ML methods (and may one day put a model into production)
## 8181                                                             No (we do not use ML methods)
## 8182                 We are exploring ML methods (and may one day put a model into production)
## 8183                                                                                      <NA>
## 8184                                                                                      <NA>
## 8185                 We are exploring ML methods (and may one day put a model into production)
## 8186                 We are exploring ML methods (and may one day put a model into production)
## 8187 We use ML methods for generating insights (but do not put working models into production)
## 8188                                                                             I do not know
## 8189                                                             No (we do not use ML methods)
## 8190                                                                                      <NA>
## 8191                                                                                      <NA>
## 8192                                                                             I do not know
## 8193 We use ML methods for generating insights (but do not put working models into production)
## 8194 We use ML methods for generating insights (but do not put working models into production)
## 8195   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8196    We have well established ML methods (i.e., models in production for more than 2 years)
## 8197   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8198   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8199                 We are exploring ML methods (and may one day put a model into production)
## 8200                                                                                      <NA>
## 8201 We use ML methods for generating insights (but do not put working models into production)
## 8202                                                                                      <NA>
## 8203    We have well established ML methods (i.e., models in production for more than 2 years)
## 8204                                                             No (we do not use ML methods)
## 8205 We use ML methods for generating insights (but do not put working models into production)
## 8206   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8207    We have well established ML methods (i.e., models in production for more than 2 years)
## 8208                                                             No (we do not use ML methods)
## 8209                                                                                      <NA>
## 8210                 We are exploring ML methods (and may one day put a model into production)
## 8211                 We are exploring ML methods (and may one day put a model into production)
## 8212    We have well established ML methods (i.e., models in production for more than 2 years)
## 8213                                                             No (we do not use ML methods)
## 8214    We have well established ML methods (i.e., models in production for more than 2 years)
## 8215                 We are exploring ML methods (and may one day put a model into production)
## 8216                                                                                      <NA>
## 8217   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8218    We have well established ML methods (i.e., models in production for more than 2 years)
## 8219 We use ML methods for generating insights (but do not put working models into production)
## 8220   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8221                                                                                      <NA>
## 8222                                                                             I do not know
## 8223    We have well established ML methods (i.e., models in production for more than 2 years)
## 8224   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8225                                                                                      <NA>
## 8226    We have well established ML methods (i.e., models in production for more than 2 years)
## 8227                                                             No (we do not use ML methods)
## 8228                                                                                      <NA>
## 8229    We have well established ML methods (i.e., models in production for more than 2 years)
## 8230                 We are exploring ML methods (and may one day put a model into production)
## 8231   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8232                                                             No (we do not use ML methods)
## 8233 We use ML methods for generating insights (but do not put working models into production)
## 8234    We have well established ML methods (i.e., models in production for more than 2 years)
## 8235    We have well established ML methods (i.e., models in production for more than 2 years)
## 8236   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8237   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8238                                                                                      <NA>
## 8239    We have well established ML methods (i.e., models in production for more than 2 years)
## 8240                                                             No (we do not use ML methods)
## 8241   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8242                 We are exploring ML methods (and may one day put a model into production)
## 8243    We have well established ML methods (i.e., models in production for more than 2 years)
## 8244                                                                             I do not know
## 8245                 We are exploring ML methods (and may one day put a model into production)
## 8246                                                             No (we do not use ML methods)
## 8247                                                                                      <NA>
## 8248                                                                                      <NA>
## 8249    We have well established ML methods (i.e., models in production for more than 2 years)
## 8250                                                                                      <NA>
## 8251                                                             No (we do not use ML methods)
## 8252 We use ML methods for generating insights (but do not put working models into production)
## 8253                                                                             I do not know
## 8254                 We are exploring ML methods (and may one day put a model into production)
## 8255                                                             No (we do not use ML methods)
## 8256    We have well established ML methods (i.e., models in production for more than 2 years)
## 8257                                                                                      <NA>
## 8258                                                             No (we do not use ML methods)
## 8259    We have well established ML methods (i.e., models in production for more than 2 years)
## 8260 We use ML methods for generating insights (but do not put working models into production)
## 8261                                                                                      <NA>
## 8262                                                                             I do not know
## 8263                                                             No (we do not use ML methods)
## 8264                 We are exploring ML methods (and may one day put a model into production)
## 8265   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8266                                                                                      <NA>
## 8267   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8268                                                                                      <NA>
## 8269 We use ML methods for generating insights (but do not put working models into production)
## 8270                                                                                      <NA>
## 8271    We have well established ML methods (i.e., models in production for more than 2 years)
## 8272                 We are exploring ML methods (and may one day put a model into production)
## 8273                                                             No (we do not use ML methods)
## 8274                                                                                      <NA>
## 8275    We have well established ML methods (i.e., models in production for more than 2 years)
## 8276   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8277    We have well established ML methods (i.e., models in production for more than 2 years)
## 8278    We have well established ML methods (i.e., models in production for more than 2 years)
## 8279                 We are exploring ML methods (and may one day put a model into production)
## 8280                                                                                      <NA>
## 8281                                                                                      <NA>
## 8282   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8283 We use ML methods for generating insights (but do not put working models into production)
## 8284   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8285   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8286 We use ML methods for generating insights (but do not put working models into production)
## 8287                                                                                      <NA>
## 8288                                                                                      <NA>
## 8289 We use ML methods for generating insights (but do not put working models into production)
## 8290 We use ML methods for generating insights (but do not put working models into production)
## 8291   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8292                                                                                      <NA>
## 8293   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8294 We use ML methods for generating insights (but do not put working models into production)
## 8295   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8296                                                                             I do not know
## 8297                 We are exploring ML methods (and may one day put a model into production)
## 8298                                                                             I do not know
## 8299    We have well established ML methods (i.e., models in production for more than 2 years)
## 8300 We use ML methods for generating insights (but do not put working models into production)
## 8301                                                                                      <NA>
## 8302   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8303                                                             No (we do not use ML methods)
## 8304                                                                                      <NA>
## 8305    We have well established ML methods (i.e., models in production for more than 2 years)
## 8306                                                                                      <NA>
## 8307 We use ML methods for generating insights (but do not put working models into production)
## 8308                                                             No (we do not use ML methods)
## 8309                                                                                      <NA>
## 8310                                                             No (we do not use ML methods)
## 8311                                                                             I do not know
## 8312                                                             No (we do not use ML methods)
## 8313    We have well established ML methods (i.e., models in production for more than 2 years)
## 8314 We use ML methods for generating insights (but do not put working models into production)
## 8315 We use ML methods for generating insights (but do not put working models into production)
## 8316                 We are exploring ML methods (and may one day put a model into production)
## 8317   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8318                 We are exploring ML methods (and may one day put a model into production)
## 8319                                                                             I do not know
## 8320   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8321                                                                                      <NA>
## 8322                                                                                      <NA>
## 8323                 We are exploring ML methods (and may one day put a model into production)
## 8324                                                                                      <NA>
## 8325                 We are exploring ML methods (and may one day put a model into production)
## 8326                                                                                      <NA>
## 8327   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8328    We have well established ML methods (i.e., models in production for more than 2 years)
## 8329   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8330                                                                                      <NA>
## 8331                                                             No (we do not use ML methods)
## 8332                 We are exploring ML methods (and may one day put a model into production)
## 8333                                                             No (we do not use ML methods)
## 8334    We have well established ML methods (i.e., models in production for more than 2 years)
## 8335                                                                                      <NA>
## 8336   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8337                 We are exploring ML methods (and may one day put a model into production)
## 8338                                                             No (we do not use ML methods)
## 8339                 We are exploring ML methods (and may one day put a model into production)
## 8340 We use ML methods for generating insights (but do not put working models into production)
## 8341                                                                                      <NA>
## 8342   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8343                 We are exploring ML methods (and may one day put a model into production)
## 8344                                                                             I do not know
## 8345                                                             No (we do not use ML methods)
## 8346                 We are exploring ML methods (and may one day put a model into production)
## 8347                                                             No (we do not use ML methods)
## 8348                                                             No (we do not use ML methods)
## 8349                                                                                      <NA>
## 8350                                                                                      <NA>
## 8351                                                                                      <NA>
## 8352                                                             No (we do not use ML methods)
## 8353   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8354                                                             No (we do not use ML methods)
## 8355    We have well established ML methods (i.e., models in production for more than 2 years)
## 8356                                                                                      <NA>
## 8357    We have well established ML methods (i.e., models in production for more than 2 years)
## 8358                                                                                      <NA>
## 8359                                                                             I do not know
## 8360 We use ML methods for generating insights (but do not put working models into production)
## 8361   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8362   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8363    We have well established ML methods (i.e., models in production for more than 2 years)
## 8364                                                             No (we do not use ML methods)
## 8365                                                                                      <NA>
## 8366                                                                                      <NA>
## 8367    We have well established ML methods (i.e., models in production for more than 2 years)
## 8368    We have well established ML methods (i.e., models in production for more than 2 years)
## 8369 We use ML methods for generating insights (but do not put working models into production)
## 8370 We use ML methods for generating insights (but do not put working models into production)
## 8371    We have well established ML methods (i.e., models in production for more than 2 years)
## 8372                                                                             I do not know
## 8373   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8374                                                                                      <NA>
## 8375    We have well established ML methods (i.e., models in production for more than 2 years)
## 8376                 We are exploring ML methods (and may one day put a model into production)
## 8377                 We are exploring ML methods (and may one day put a model into production)
## 8378                                                                                      <NA>
## 8379                                                                                      <NA>
## 8380                                                                                      <NA>
## 8381   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8382                                                                                      <NA>
## 8383                                                                                      <NA>
## 8384                                                             No (we do not use ML methods)
## 8385                 We are exploring ML methods (and may one day put a model into production)
## 8386    We have well established ML methods (i.e., models in production for more than 2 years)
## 8387                 We are exploring ML methods (and may one day put a model into production)
## 8388    We have well established ML methods (i.e., models in production for more than 2 years)
## 8389 We use ML methods for generating insights (but do not put working models into production)
## 8390   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8391                 We are exploring ML methods (and may one day put a model into production)
## 8392                                                                                      <NA>
## 8393 We use ML methods for generating insights (but do not put working models into production)
## 8394   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8395                                                                                      <NA>
## 8396    We have well established ML methods (i.e., models in production for more than 2 years)
## 8397                 We are exploring ML methods (and may one day put a model into production)
## 8398   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8399                                                                             I do not know
## 8400   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8401                                                             No (we do not use ML methods)
## 8402    We have well established ML methods (i.e., models in production for more than 2 years)
## 8403   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8404                                                             No (we do not use ML methods)
## 8405   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8406                 We are exploring ML methods (and may one day put a model into production)
## 8407                                                                             I do not know
## 8408                                                             No (we do not use ML methods)
## 8409                                                                             I do not know
## 8410                 We are exploring ML methods (and may one day put a model into production)
## 8411                 We are exploring ML methods (and may one day put a model into production)
## 8412    We have well established ML methods (i.e., models in production for more than 2 years)
## 8413                                                                             I do not know
## 8414                                                             No (we do not use ML methods)
## 8415                 We are exploring ML methods (and may one day put a model into production)
## 8416                                                             No (we do not use ML methods)
## 8417    We have well established ML methods (i.e., models in production for more than 2 years)
## 8418                                                                                      <NA>
## 8419                                                                                      <NA>
## 8420                                                                                      <NA>
## 8421                 We are exploring ML methods (and may one day put a model into production)
## 8422                 We are exploring ML methods (and may one day put a model into production)
## 8423                                                                                      <NA>
## 8424    We have well established ML methods (i.e., models in production for more than 2 years)
## 8425                                                                                      <NA>
## 8426                 We are exploring ML methods (and may one day put a model into production)
## 8427                                                                                      <NA>
## 8428                 We are exploring ML methods (and may one day put a model into production)
## 8429                                                                                      <NA>
## 8430    We have well established ML methods (i.e., models in production for more than 2 years)
## 8431   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8432                                                             No (we do not use ML methods)
## 8433    We have well established ML methods (i.e., models in production for more than 2 years)
## 8434    We have well established ML methods (i.e., models in production for more than 2 years)
## 8435    We have well established ML methods (i.e., models in production for more than 2 years)
## 8436    We have well established ML methods (i.e., models in production for more than 2 years)
## 8437                                                             No (we do not use ML methods)
## 8438                                                                                      <NA>
## 8439                                                                                      <NA>
## 8440    We have well established ML methods (i.e., models in production for more than 2 years)
## 8441                 We are exploring ML methods (and may one day put a model into production)
## 8442                                                             No (we do not use ML methods)
## 8443    We have well established ML methods (i.e., models in production for more than 2 years)
## 8444                 We are exploring ML methods (and may one day put a model into production)
## 8445                 We are exploring ML methods (and may one day put a model into production)
## 8446                 We are exploring ML methods (and may one day put a model into production)
## 8447                 We are exploring ML methods (and may one day put a model into production)
## 8448    We have well established ML methods (i.e., models in production for more than 2 years)
## 8449   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8450                                                                                      <NA>
## 8451                                                             No (we do not use ML methods)
## 8452                 We are exploring ML methods (and may one day put a model into production)
## 8453 We use ML methods for generating insights (but do not put working models into production)
## 8454                 We are exploring ML methods (and may one day put a model into production)
## 8455    We have well established ML methods (i.e., models in production for more than 2 years)
## 8456                                                                                      <NA>
## 8457                                                                                      <NA>
## 8458                                                                             I do not know
## 8459                                                                                      <NA>
## 8460                                                                             I do not know
## 8461                                                                                      <NA>
## 8462                                                             No (we do not use ML methods)
## 8463                                                             No (we do not use ML methods)
## 8464                 We are exploring ML methods (and may one day put a model into production)
## 8465 We use ML methods for generating insights (but do not put working models into production)
## 8466 We use ML methods for generating insights (but do not put working models into production)
## 8467                                                                                      <NA>
## 8468   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8469                                                                                      <NA>
## 8470    We have well established ML methods (i.e., models in production for more than 2 years)
## 8471   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8472    We have well established ML methods (i.e., models in production for more than 2 years)
## 8473                 We are exploring ML methods (and may one day put a model into production)
## 8474                                                                                      <NA>
## 8475 We use ML methods for generating insights (but do not put working models into production)
## 8476                                                             No (we do not use ML methods)
## 8477   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8478 We use ML methods for generating insights (but do not put working models into production)
## 8479                                                                             I do not know
## 8480                                                             No (we do not use ML methods)
## 8481    We have well established ML methods (i.e., models in production for more than 2 years)
## 8482                                                                             I do not know
## 8483                                                                             I do not know
## 8484                 We are exploring ML methods (and may one day put a model into production)
## 8485                                                             No (we do not use ML methods)
## 8486   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8487                                                                                      <NA>
## 8488   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8489                 We are exploring ML methods (and may one day put a model into production)
## 8490                                                                                      <NA>
## 8491    We have well established ML methods (i.e., models in production for more than 2 years)
## 8492                                                                                      <NA>
## 8493    We have well established ML methods (i.e., models in production for more than 2 years)
## 8494   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8495 We use ML methods for generating insights (but do not put working models into production)
## 8496                                                                                      <NA>
## 8497                 We are exploring ML methods (and may one day put a model into production)
## 8498                                                             No (we do not use ML methods)
## 8499                 We are exploring ML methods (and may one day put a model into production)
## 8500    We have well established ML methods (i.e., models in production for more than 2 years)
## 8501                 We are exploring ML methods (and may one day put a model into production)
## 8502 We use ML methods for generating insights (but do not put working models into production)
## 8503                                                                                      <NA>
## 8504    We have well established ML methods (i.e., models in production for more than 2 years)
## 8505                                                                                      <NA>
## 8506                 We are exploring ML methods (and may one day put a model into production)
## 8507                                                             No (we do not use ML methods)
## 8508                                                                                      <NA>
## 8509 We use ML methods for generating insights (but do not put working models into production)
## 8510 We use ML methods for generating insights (but do not put working models into production)
## 8511                 We are exploring ML methods (and may one day put a model into production)
## 8512                                                                                      <NA>
## 8513   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8514                 We are exploring ML methods (and may one day put a model into production)
## 8515   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8516                 We are exploring ML methods (and may one day put a model into production)
## 8517                 We are exploring ML methods (and may one day put a model into production)
## 8518    We have well established ML methods (i.e., models in production for more than 2 years)
## 8519                                                                                      <NA>
## 8520    We have well established ML methods (i.e., models in production for more than 2 years)
## 8521                                                                                      <NA>
## 8522                                                             No (we do not use ML methods)
## 8523   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8524                                                                                      <NA>
## 8525                                                             No (we do not use ML methods)
## 8526                                                                                      <NA>
## 8527 We use ML methods for generating insights (but do not put working models into production)
## 8528                                                                                      <NA>
## 8529                                                                                      <NA>
## 8530                                                             No (we do not use ML methods)
## 8531                                                             No (we do not use ML methods)
## 8532 We use ML methods for generating insights (but do not put working models into production)
## 8533                 We are exploring ML methods (and may one day put a model into production)
## 8534                 We are exploring ML methods (and may one day put a model into production)
## 8535                 We are exploring ML methods (and may one day put a model into production)
## 8536    We have well established ML methods (i.e., models in production for more than 2 years)
## 8537    We have well established ML methods (i.e., models in production for more than 2 years)
## 8538                                                                                      <NA>
## 8539                                                                                      <NA>
## 8540                                                             No (we do not use ML methods)
## 8541   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8542   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8543                                                                                      <NA>
## 8544                                                                                      <NA>
## 8545   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8546                                                                             I do not know
## 8547                                                                                      <NA>
## 8548                                                             No (we do not use ML methods)
## 8549                 We are exploring ML methods (and may one day put a model into production)
## 8550                                                                                      <NA>
## 8551 We use ML methods for generating insights (but do not put working models into production)
## 8552                                                                             I do not know
## 8553                 We are exploring ML methods (and may one day put a model into production)
## 8554 We use ML methods for generating insights (but do not put working models into production)
## 8555                 We are exploring ML methods (and may one day put a model into production)
## 8556                                                                                      <NA>
## 8557    We have well established ML methods (i.e., models in production for more than 2 years)
## 8558                                                                                      <NA>
## 8559                                                                                      <NA>
## 8560                                                             No (we do not use ML methods)
## 8561                                                             No (we do not use ML methods)
## 8562                                                             No (we do not use ML methods)
## 8563                                                                             I do not know
## 8564                 We are exploring ML methods (and may one day put a model into production)
## 8565                                                                                      <NA>
## 8566                                                             No (we do not use ML methods)
## 8567                                                             No (we do not use ML methods)
## 8568                                                                                      <NA>
## 8569 We use ML methods for generating insights (but do not put working models into production)
## 8570                                                                             I do not know
## 8571                                                                                      <NA>
## 8572                                                                                      <NA>
## 8573                                                             No (we do not use ML methods)
## 8574                                                             No (we do not use ML methods)
## 8575 We use ML methods for generating insights (but do not put working models into production)
## 8576    We have well established ML methods (i.e., models in production for more than 2 years)
## 8577                                                             No (we do not use ML methods)
## 8578                                                                             I do not know
## 8579                                                                                      <NA>
## 8580   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8581                                                                                      <NA>
## 8582 We use ML methods for generating insights (but do not put working models into production)
## 8583                 We are exploring ML methods (and may one day put a model into production)
## 8584                                                             No (we do not use ML methods)
## 8585                                                             No (we do not use ML methods)
## 8586                                                                                      <NA>
## 8587                                                             No (we do not use ML methods)
## 8588                 We are exploring ML methods (and may one day put a model into production)
## 8589   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8590                 We are exploring ML methods (and may one day put a model into production)
## 8591                                                                                      <NA>
## 8592   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8593                                                             No (we do not use ML methods)
## 8594   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8595                                                                                      <NA>
## 8596                                                             No (we do not use ML methods)
## 8597                 We are exploring ML methods (and may one day put a model into production)
## 8598   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8599                 We are exploring ML methods (and may one day put a model into production)
## 8600                                                             No (we do not use ML methods)
## 8601                                                                                      <NA>
## 8602   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8603   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8604                                                             No (we do not use ML methods)
## 8605                                                             No (we do not use ML methods)
## 8606                 We are exploring ML methods (and may one day put a model into production)
## 8607                 We are exploring ML methods (and may one day put a model into production)
## 8608   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8609                                                                             I do not know
## 8610                                                             No (we do not use ML methods)
## 8611   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8612                                                             No (we do not use ML methods)
## 8613                                                             No (we do not use ML methods)
## 8614   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8615   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8616   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8617                 We are exploring ML methods (and may one day put a model into production)
## 8618                 We are exploring ML methods (and may one day put a model into production)
## 8619                                                                             I do not know
## 8620                                                                                      <NA>
## 8621                                                                             I do not know
## 8622   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8623                                                             No (we do not use ML methods)
## 8624                 We are exploring ML methods (and may one day put a model into production)
## 8625                 We are exploring ML methods (and may one day put a model into production)
## 8626                                                                                      <NA>
## 8627                                                             No (we do not use ML methods)
## 8628    We have well established ML methods (i.e., models in production for more than 2 years)
## 8629   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8630                                                                                      <NA>
## 8631                 We are exploring ML methods (and may one day put a model into production)
## 8632                                                                             I do not know
## 8633                                                             No (we do not use ML methods)
## 8634    We have well established ML methods (i.e., models in production for more than 2 years)
## 8635                 We are exploring ML methods (and may one day put a model into production)
## 8636                                                                                      <NA>
## 8637 We use ML methods for generating insights (but do not put working models into production)
## 8638    We have well established ML methods (i.e., models in production for more than 2 years)
## 8639                                                                                      <NA>
## 8640   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8641                                                             No (we do not use ML methods)
## 8642                                                                                      <NA>
## 8643                                                                             I do not know
## 8644    We have well established ML methods (i.e., models in production for more than 2 years)
## 8645                 We are exploring ML methods (and may one day put a model into production)
## 8646   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8647   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8648                 We are exploring ML methods (and may one day put a model into production)
## 8649   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8650                                                                                      <NA>
## 8651    We have well established ML methods (i.e., models in production for more than 2 years)
## 8652                                                                                      <NA>
## 8653                                                                                      <NA>
## 8654                                                             No (we do not use ML methods)
## 8655                                                                                      <NA>
## 8656    We have well established ML methods (i.e., models in production for more than 2 years)
## 8657                 We are exploring ML methods (and may one day put a model into production)
## 8658    We have well established ML methods (i.e., models in production for more than 2 years)
## 8659                                                             No (we do not use ML methods)
## 8660   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8661                 We are exploring ML methods (and may one day put a model into production)
## 8662                                                                                      <NA>
## 8663                                                                                      <NA>
## 8664 We use ML methods for generating insights (but do not put working models into production)
## 8665   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8666                                                                                      <NA>
## 8667    We have well established ML methods (i.e., models in production for more than 2 years)
## 8668                                                             No (we do not use ML methods)
## 8669                                                                                      <NA>
## 8670                                                                             I do not know
## 8671                                                                                      <NA>
## 8672                                                             No (we do not use ML methods)
## 8673 We use ML methods for generating insights (but do not put working models into production)
## 8674                                                             No (we do not use ML methods)
## 8675   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8676                                                                                      <NA>
## 8677                                                                                      <NA>
## 8678                                                             No (we do not use ML methods)
## 8679   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8680                                                                                      <NA>
## 8681                 We are exploring ML methods (and may one day put a model into production)
## 8682                                                                             I do not know
## 8683   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8684                                                                                      <NA>
## 8685                 We are exploring ML methods (and may one day put a model into production)
## 8686                                                             No (we do not use ML methods)
## 8687                 We are exploring ML methods (and may one day put a model into production)
## 8688                                                             No (we do not use ML methods)
## 8689   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8690 We use ML methods for generating insights (but do not put working models into production)
## 8691   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8692 We use ML methods for generating insights (but do not put working models into production)
## 8693                                                             No (we do not use ML methods)
## 8694 We use ML methods for generating insights (but do not put working models into production)
## 8695                                                                                      <NA>
## 8696 We use ML methods for generating insights (but do not put working models into production)
## 8697   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8698    We have well established ML methods (i.e., models in production for more than 2 years)
## 8699    We have well established ML methods (i.e., models in production for more than 2 years)
## 8700                                                                                      <NA>
## 8701   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8702                                                             No (we do not use ML methods)
## 8703   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8704 We use ML methods for generating insights (but do not put working models into production)
## 8705                 We are exploring ML methods (and may one day put a model into production)
## 8706                 We are exploring ML methods (and may one day put a model into production)
## 8707    We have well established ML methods (i.e., models in production for more than 2 years)
## 8708   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8709                 We are exploring ML methods (and may one day put a model into production)
## 8710                 We are exploring ML methods (and may one day put a model into production)
## 8711                                                                                      <NA>
## 8712                                                                                      <NA>
## 8713                                                                             I do not know
## 8714                 We are exploring ML methods (and may one day put a model into production)
## 8715   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8716                                                                                      <NA>
## 8717                 We are exploring ML methods (and may one day put a model into production)
## 8718                                                             No (we do not use ML methods)
## 8719                                                             No (we do not use ML methods)
## 8720                 We are exploring ML methods (and may one day put a model into production)
## 8721                                                                                      <NA>
## 8722   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8723                 We are exploring ML methods (and may one day put a model into production)
## 8724                                                                             I do not know
## 8725                                                                                      <NA>
## 8726                 We are exploring ML methods (and may one day put a model into production)
## 8727    We have well established ML methods (i.e., models in production for more than 2 years)
## 8728                                                             No (we do not use ML methods)
## 8729                                                                                      <NA>
## 8730                 We are exploring ML methods (and may one day put a model into production)
## 8731 We use ML methods for generating insights (but do not put working models into production)
## 8732 We use ML methods for generating insights (but do not put working models into production)
## 8733 We use ML methods for generating insights (but do not put working models into production)
## 8734                                                                                      <NA>
## 8735   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8736                                                                                      <NA>
## 8737                 We are exploring ML methods (and may one day put a model into production)
## 8738   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8739                                                             No (we do not use ML methods)
## 8740 We use ML methods for generating insights (but do not put working models into production)
## 8741 We use ML methods for generating insights (but do not put working models into production)
## 8742                 We are exploring ML methods (and may one day put a model into production)
## 8743                                                                                      <NA>
## 8744   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8745                                                                                      <NA>
## 8746                                                                                      <NA>
## 8747                                                             No (we do not use ML methods)
## 8748                                                             No (we do not use ML methods)
## 8749    We have well established ML methods (i.e., models in production for more than 2 years)
## 8750    We have well established ML methods (i.e., models in production for more than 2 years)
## 8751 We use ML methods for generating insights (but do not put working models into production)
## 8752                                                                                      <NA>
## 8753                                                             No (we do not use ML methods)
## 8754 We use ML methods for generating insights (but do not put working models into production)
## 8755                                                                             I do not know
## 8756                                                                                      <NA>
## 8757                                                             No (we do not use ML methods)
## 8758    We have well established ML methods (i.e., models in production for more than 2 years)
## 8759    We have well established ML methods (i.e., models in production for more than 2 years)
## 8760                                                                                      <NA>
## 8761                                                             No (we do not use ML methods)
## 8762 We use ML methods for generating insights (but do not put working models into production)
## 8763                                                             No (we do not use ML methods)
## 8764    We have well established ML methods (i.e., models in production for more than 2 years)
## 8765                                                             No (we do not use ML methods)
## 8766                                                             No (we do not use ML methods)
## 8767    We have well established ML methods (i.e., models in production for more than 2 years)
## 8768                                                             No (we do not use ML methods)
## 8769    We have well established ML methods (i.e., models in production for more than 2 years)
## 8770                                                                                      <NA>
## 8771                 We are exploring ML methods (and may one day put a model into production)
## 8772    We have well established ML methods (i.e., models in production for more than 2 years)
## 8773 We use ML methods for generating insights (but do not put working models into production)
## 8774                                                                                      <NA>
## 8775 We use ML methods for generating insights (but do not put working models into production)
## 8776                 We are exploring ML methods (and may one day put a model into production)
## 8777                                                                                      <NA>
## 8778    We have well established ML methods (i.e., models in production for more than 2 years)
## 8779   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8780                                                                                      <NA>
## 8781   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8782                                                                                      <NA>
## 8783                                                                                      <NA>
## 8784   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8785 We use ML methods for generating insights (but do not put working models into production)
## 8786   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8787   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8788                                                                             I do not know
## 8789                                                             No (we do not use ML methods)
## 8790    We have well established ML methods (i.e., models in production for more than 2 years)
## 8791                                                             No (we do not use ML methods)
## 8792    We have well established ML methods (i.e., models in production for more than 2 years)
## 8793                                                             No (we do not use ML methods)
## 8794                 We are exploring ML methods (and may one day put a model into production)
## 8795                 We are exploring ML methods (and may one day put a model into production)
## 8796                                                                                      <NA>
## 8797 We use ML methods for generating insights (but do not put working models into production)
## 8798                                                             No (we do not use ML methods)
## 8799                                                                                      <NA>
## 8800 We use ML methods for generating insights (but do not put working models into production)
## 8801                                                                             I do not know
## 8802   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8803   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8804                 We are exploring ML methods (and may one day put a model into production)
## 8805                                                                             I do not know
## 8806                                                                             I do not know
## 8807                 We are exploring ML methods (and may one day put a model into production)
## 8808                                                                             I do not know
## 8809                                                                                      <NA>
## 8810                                                                                      <NA>
## 8811                                                                                      <NA>
## 8812                                                             No (we do not use ML methods)
## 8813   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8814                 We are exploring ML methods (and may one day put a model into production)
## 8815                                                                                      <NA>
## 8816    We have well established ML methods (i.e., models in production for more than 2 years)
## 8817                                                             No (we do not use ML methods)
## 8818                 We are exploring ML methods (and may one day put a model into production)
## 8819 We use ML methods for generating insights (but do not put working models into production)
## 8820                                                             No (we do not use ML methods)
## 8821                                                                                      <NA>
## 8822                                                             No (we do not use ML methods)
## 8823 We use ML methods for generating insights (but do not put working models into production)
## 8824                 We are exploring ML methods (and may one day put a model into production)
## 8825                                                             No (we do not use ML methods)
## 8826                 We are exploring ML methods (and may one day put a model into production)
## 8827    We have well established ML methods (i.e., models in production for more than 2 years)
## 8828                                                                                      <NA>
## 8829                                                                                      <NA>
## 8830                                                                             I do not know
## 8831 We use ML methods for generating insights (but do not put working models into production)
## 8832                                                                             I do not know
## 8833                                                             No (we do not use ML methods)
## 8834   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8835                                                                                      <NA>
## 8836    We have well established ML methods (i.e., models in production for more than 2 years)
## 8837    We have well established ML methods (i.e., models in production for more than 2 years)
## 8838                                                                             I do not know
## 8839   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8840    We have well established ML methods (i.e., models in production for more than 2 years)
## 8841                                                             No (we do not use ML methods)
## 8842   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8843                                                                                      <NA>
## 8844                                                             No (we do not use ML methods)
## 8845                 We are exploring ML methods (and may one day put a model into production)
## 8846   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8847 We use ML methods for generating insights (but do not put working models into production)
## 8848   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8849                                                                                      <NA>
## 8850                                                                                      <NA>
## 8851                                                             No (we do not use ML methods)
## 8852                                                                                      <NA>
## 8853    We have well established ML methods (i.e., models in production for more than 2 years)
## 8854 We use ML methods for generating insights (but do not put working models into production)
## 8855                                                             No (we do not use ML methods)
## 8856                                                             No (we do not use ML methods)
## 8857 We use ML methods for generating insights (but do not put working models into production)
## 8858                                                             No (we do not use ML methods)
## 8859                                                                                      <NA>
## 8860                                                                                      <NA>
## 8861    We have well established ML methods (i.e., models in production for more than 2 years)
## 8862                 We are exploring ML methods (and may one day put a model into production)
## 8863                 We are exploring ML methods (and may one day put a model into production)
## 8864                                                                                      <NA>
## 8865   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8866    We have well established ML methods (i.e., models in production for more than 2 years)
## 8867                 We are exploring ML methods (and may one day put a model into production)
## 8868    We have well established ML methods (i.e., models in production for more than 2 years)
## 8869    We have well established ML methods (i.e., models in production for more than 2 years)
## 8870   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8871                 We are exploring ML methods (and may one day put a model into production)
## 8872                                                                                      <NA>
## 8873   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8874 We use ML methods for generating insights (but do not put working models into production)
## 8875                                                                                      <NA>
## 8876                                                             No (we do not use ML methods)
## 8877                 We are exploring ML methods (and may one day put a model into production)
## 8878   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8879    We have well established ML methods (i.e., models in production for more than 2 years)
## 8880                 We are exploring ML methods (and may one day put a model into production)
## 8881    We have well established ML methods (i.e., models in production for more than 2 years)
## 8882   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8883    We have well established ML methods (i.e., models in production for more than 2 years)
## 8884                 We are exploring ML methods (and may one day put a model into production)
## 8885 We use ML methods for generating insights (but do not put working models into production)
## 8886                                                                                      <NA>
## 8887                 We are exploring ML methods (and may one day put a model into production)
## 8888   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8889                                                             No (we do not use ML methods)
## 8890    We have well established ML methods (i.e., models in production for more than 2 years)
## 8891                 We are exploring ML methods (and may one day put a model into production)
## 8892                 We are exploring ML methods (and may one day put a model into production)
## 8893 We use ML methods for generating insights (but do not put working models into production)
## 8894                                                             No (we do not use ML methods)
## 8895                 We are exploring ML methods (and may one day put a model into production)
## 8896                                                                                      <NA>
## 8897                                                                                      <NA>
## 8898   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8899   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8900                                                                                      <NA>
## 8901 We use ML methods for generating insights (but do not put working models into production)
## 8902                                                                                      <NA>
## 8903                 We are exploring ML methods (and may one day put a model into production)
## 8904                                                                                      <NA>
## 8905   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8906   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8907                                                                                      <NA>
## 8908                 We are exploring ML methods (and may one day put a model into production)
## 8909                                                                                      <NA>
## 8910                                                                                      <NA>
## 8911                 We are exploring ML methods (and may one day put a model into production)
## 8912 We use ML methods for generating insights (but do not put working models into production)
## 8913                                                                                      <NA>
## 8914   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8915 We use ML methods for generating insights (but do not put working models into production)
## 8916                                                                                      <NA>
## 8917                                                                                      <NA>
## 8918   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8919 We use ML methods for generating insights (but do not put working models into production)
## 8920                 We are exploring ML methods (and may one day put a model into production)
## 8921                 We are exploring ML methods (and may one day put a model into production)
## 8922    We have well established ML methods (i.e., models in production for more than 2 years)
## 8923                                                                             I do not know
## 8924    We have well established ML methods (i.e., models in production for more than 2 years)
## 8925                                                                                      <NA>
## 8926                                                             No (we do not use ML methods)
## 8927                 We are exploring ML methods (and may one day put a model into production)
## 8928                 We are exploring ML methods (and may one day put a model into production)
## 8929                                                             No (we do not use ML methods)
## 8930                 We are exploring ML methods (and may one day put a model into production)
## 8931   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8932    We have well established ML methods (i.e., models in production for more than 2 years)
## 8933                 We are exploring ML methods (and may one day put a model into production)
## 8934                 We are exploring ML methods (and may one day put a model into production)
## 8935                 We are exploring ML methods (and may one day put a model into production)
## 8936    We have well established ML methods (i.e., models in production for more than 2 years)
## 8937                                                                                      <NA>
## 8938                 We are exploring ML methods (and may one day put a model into production)
## 8939                 We are exploring ML methods (and may one day put a model into production)
## 8940   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8941    We have well established ML methods (i.e., models in production for more than 2 years)
## 8942   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8943   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8944   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8945                 We are exploring ML methods (and may one day put a model into production)
## 8946   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8947   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8948                                                                                      <NA>
## 8949                 We are exploring ML methods (and may one day put a model into production)
## 8950                                                                                      <NA>
## 8951                                                                                      <NA>
## 8952   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8953    We have well established ML methods (i.e., models in production for more than 2 years)
## 8954   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8955   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8956   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8957                                                             No (we do not use ML methods)
## 8958   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8959                                                             No (we do not use ML methods)
## 8960    We have well established ML methods (i.e., models in production for more than 2 years)
## 8961                                                             No (we do not use ML methods)
## 8962 We use ML methods for generating insights (but do not put working models into production)
## 8963                 We are exploring ML methods (and may one day put a model into production)
## 8964   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8965                                                                                      <NA>
## 8966   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8967                                                             No (we do not use ML methods)
## 8968                                                                                      <NA>
## 8969                 We are exploring ML methods (and may one day put a model into production)
## 8970                 We are exploring ML methods (and may one day put a model into production)
## 8971    We have well established ML methods (i.e., models in production for more than 2 years)
## 8972                                                                                      <NA>
## 8973                                                             No (we do not use ML methods)
## 8974    We have well established ML methods (i.e., models in production for more than 2 years)
## 8975                                                                                      <NA>
## 8976                 We are exploring ML methods (and may one day put a model into production)
## 8977   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8978    We have well established ML methods (i.e., models in production for more than 2 years)
## 8979                                                                                      <NA>
## 8980 We use ML methods for generating insights (but do not put working models into production)
## 8981                                                             No (we do not use ML methods)
## 8982                                                                             I do not know
## 8983    We have well established ML methods (i.e., models in production for more than 2 years)
## 8984                 We are exploring ML methods (and may one day put a model into production)
## 8985    We have well established ML methods (i.e., models in production for more than 2 years)
## 8986                                                             No (we do not use ML methods)
## 8987                                                                             I do not know
## 8988   We recently started using ML methods (i.e., models in production for less than 2 years)
## 8989                                                                                      <NA>
## 8990 We use ML methods for generating insights (but do not put working models into production)
## 8991                                                                                      <NA>
## 8992    We have well established ML methods (i.e., models in production for more than 2 years)
## 8993                 We are exploring ML methods (and may one day put a model into production)
## 8994                 We are exploring ML methods (and may one day put a model into production)
## 8995                                                                                      <NA>
## 8996                                                                                      <NA>
## 8997    We have well established ML methods (i.e., models in production for more than 2 years)
## 8998    We have well established ML methods (i.e., models in production for more than 2 years)
## 8999    We have well established ML methods (i.e., models in production for more than 2 years)
## 9000                                                             No (we do not use ML methods)
## 9001                                                                                      <NA>
## 9002 We use ML methods for generating insights (but do not put working models into production)
## 9003    We have well established ML methods (i.e., models in production for more than 2 years)
## 9004                                                                                      <NA>
## 9005                                                                                      <NA>
## 9006                                                                                      <NA>
## 9007    We have well established ML methods (i.e., models in production for more than 2 years)
## 9008                 We are exploring ML methods (and may one day put a model into production)
## 9009                                                                                      <NA>
## 9010   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9011                                                                                      <NA>
## 9012                 We are exploring ML methods (and may one day put a model into production)
## 9013                                                                                      <NA>
## 9014   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9015                 We are exploring ML methods (and may one day put a model into production)
## 9016                                                                                      <NA>
## 9017                 We are exploring ML methods (and may one day put a model into production)
## 9018    We have well established ML methods (i.e., models in production for more than 2 years)
## 9019                                                                                      <NA>
## 9020 We use ML methods for generating insights (but do not put working models into production)
## 9021                                                                                      <NA>
## 9022    We have well established ML methods (i.e., models in production for more than 2 years)
## 9023   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9024                                                                                      <NA>
## 9025 We use ML methods for generating insights (but do not put working models into production)
## 9026                 We are exploring ML methods (and may one day put a model into production)
## 9027                                                             No (we do not use ML methods)
## 9028   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9029   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9030                                                                                      <NA>
## 9031 We use ML methods for generating insights (but do not put working models into production)
## 9032                                                                                      <NA>
## 9033                                                                             I do not know
## 9034    We have well established ML methods (i.e., models in production for more than 2 years)
## 9035                                                                                      <NA>
## 9036   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9037   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9038                                                             No (we do not use ML methods)
## 9039   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9040                                                                                      <NA>
## 9041                 We are exploring ML methods (and may one day put a model into production)
## 9042                                                                                      <NA>
## 9043                 We are exploring ML methods (and may one day put a model into production)
## 9044    We have well established ML methods (i.e., models in production for more than 2 years)
## 9045 We use ML methods for generating insights (but do not put working models into production)
## 9046                                                                                      <NA>
## 9047                                                                             I do not know
## 9048                                                                                      <NA>
## 9049                 We are exploring ML methods (and may one day put a model into production)
## 9050                                                                                      <NA>
## 9051                 We are exploring ML methods (and may one day put a model into production)
## 9052    We have well established ML methods (i.e., models in production for more than 2 years)
## 9053                                                                                      <NA>
## 9054                                                                                      <NA>
## 9055 We use ML methods for generating insights (but do not put working models into production)
## 9056   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9057                                                                                      <NA>
## 9058                 We are exploring ML methods (and may one day put a model into production)
## 9059                 We are exploring ML methods (and may one day put a model into production)
## 9060                                                                                      <NA>
## 9061                 We are exploring ML methods (and may one day put a model into production)
## 9062                                                                             I do not know
## 9063    We have well established ML methods (i.e., models in production for more than 2 years)
## 9064                 We are exploring ML methods (and may one day put a model into production)
## 9065                                                                             I do not know
## 9066                                                                                      <NA>
## 9067                                                             No (we do not use ML methods)
## 9068                 We are exploring ML methods (and may one day put a model into production)
## 9069                                                                                      <NA>
## 9070   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9071                                                                                      <NA>
## 9072   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9073 We use ML methods for generating insights (but do not put working models into production)
## 9074                 We are exploring ML methods (and may one day put a model into production)
## 9075   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9076                                                             No (we do not use ML methods)
## 9077   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9078 We use ML methods for generating insights (but do not put working models into production)
## 9079                                                                                      <NA>
## 9080                 We are exploring ML methods (and may one day put a model into production)
## 9081   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9082                                                                                      <NA>
## 9083                                                                                      <NA>
## 9084                 We are exploring ML methods (and may one day put a model into production)
## 9085                                                                             I do not know
## 9086 We use ML methods for generating insights (but do not put working models into production)
## 9087    We have well established ML methods (i.e., models in production for more than 2 years)
## 9088                                                                                      <NA>
## 9089                                                                                      <NA>
## 9090                 We are exploring ML methods (and may one day put a model into production)
## 9091                                                                                      <NA>
## 9092                                                                                      <NA>
## 9093                                                                                      <NA>
## 9094                                                             No (we do not use ML methods)
## 9095                                                             No (we do not use ML methods)
## 9096                                                                                      <NA>
## 9097    We have well established ML methods (i.e., models in production for more than 2 years)
## 9098                                                                                      <NA>
## 9099                                                             No (we do not use ML methods)
## 9100                                                                                      <NA>
## 9101                                                                                      <NA>
## 9102   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9103                                                                             I do not know
## 9104                                                                                      <NA>
## 9105                                                                                      <NA>
## 9106   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9107                 We are exploring ML methods (and may one day put a model into production)
## 9108                                                                                      <NA>
## 9109                                                                                      <NA>
## 9110                                                                             I do not know
## 9111   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9112    We have well established ML methods (i.e., models in production for more than 2 years)
## 9113    We have well established ML methods (i.e., models in production for more than 2 years)
## 9114    We have well established ML methods (i.e., models in production for more than 2 years)
## 9115   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9116                                                                                      <NA>
## 9117                                                                             I do not know
## 9118                                                                                      <NA>
## 9119                                                             No (we do not use ML methods)
## 9120   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9121   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9122                                                                             I do not know
## 9123                                                                                      <NA>
## 9124                                                             No (we do not use ML methods)
## 9125    We have well established ML methods (i.e., models in production for more than 2 years)
## 9126                                                                                      <NA>
## 9127 We use ML methods for generating insights (but do not put working models into production)
## 9128                                                                             I do not know
## 9129                                                                                      <NA>
## 9130                                                                                      <NA>
## 9131                                                                                      <NA>
## 9132   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9133                 We are exploring ML methods (and may one day put a model into production)
## 9134                 We are exploring ML methods (and may one day put a model into production)
## 9135                                                             No (we do not use ML methods)
## 9136                                                             No (we do not use ML methods)
## 9137                                                                                      <NA>
## 9138    We have well established ML methods (i.e., models in production for more than 2 years)
## 9139                                                             No (we do not use ML methods)
## 9140                                                                                      <NA>
## 9141                                                             No (we do not use ML methods)
## 9142                                                             No (we do not use ML methods)
## 9143                 We are exploring ML methods (and may one day put a model into production)
## 9144                 We are exploring ML methods (and may one day put a model into production)
## 9145 We use ML methods for generating insights (but do not put working models into production)
## 9146                                                                                      <NA>
## 9147                                                                                      <NA>
## 9148                                                                             I do not know
## 9149                                                                                      <NA>
## 9150                                                             No (we do not use ML methods)
## 9151                                                                                      <NA>
## 9152                                                             No (we do not use ML methods)
## 9153 We use ML methods for generating insights (but do not put working models into production)
## 9154 We use ML methods for generating insights (but do not put working models into production)
## 9155    We have well established ML methods (i.e., models in production for more than 2 years)
## 9156                                                                                      <NA>
## 9157                                                             No (we do not use ML methods)
## 9158                                                             No (we do not use ML methods)
## 9159                                                             No (we do not use ML methods)
## 9160                                                                                      <NA>
## 9161                 We are exploring ML methods (and may one day put a model into production)
## 9162   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9163                                                                                      <NA>
## 9164                                                                             I do not know
## 9165                                                                                      <NA>
## 9166                 We are exploring ML methods (and may one day put a model into production)
## 9167    We have well established ML methods (i.e., models in production for more than 2 years)
## 9168                 We are exploring ML methods (and may one day put a model into production)
## 9169                                                                                      <NA>
## 9170                                                                                      <NA>
## 9171                                                             No (we do not use ML methods)
## 9172                                                                                      <NA>
## 9173                                                                                      <NA>
## 9174    We have well established ML methods (i.e., models in production for more than 2 years)
## 9175                 We are exploring ML methods (and may one day put a model into production)
## 9176                                                                                      <NA>
## 9177                                                                             I do not know
## 9178    We have well established ML methods (i.e., models in production for more than 2 years)
## 9179                                                                             I do not know
## 9180                                                             No (we do not use ML methods)
## 9181    We have well established ML methods (i.e., models in production for more than 2 years)
## 9182    We have well established ML methods (i.e., models in production for more than 2 years)
## 9183                                                                                      <NA>
## 9184    We have well established ML methods (i.e., models in production for more than 2 years)
## 9185                                                                             I do not know
## 9186                                                                                      <NA>
## 9187                 We are exploring ML methods (and may one day put a model into production)
## 9188                                                             No (we do not use ML methods)
## 9189   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9190                                                                             I do not know
## 9191                 We are exploring ML methods (and may one day put a model into production)
## 9192                                                                                      <NA>
## 9193                                                                                      <NA>
## 9194                                                                                      <NA>
## 9195   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9196                                                                                      <NA>
## 9197                                                                                      <NA>
## 9198                                                                                      <NA>
## 9199   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9200 We use ML methods for generating insights (but do not put working models into production)
## 9201                                                                                      <NA>
## 9202   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9203    We have well established ML methods (i.e., models in production for more than 2 years)
## 9204                                                                                      <NA>
## 9205                                                                                      <NA>
## 9206                                                                                      <NA>
## 9207                 We are exploring ML methods (and may one day put a model into production)
## 9208                 We are exploring ML methods (and may one day put a model into production)
## 9209                                                                             I do not know
## 9210    We have well established ML methods (i.e., models in production for more than 2 years)
## 9211 We use ML methods for generating insights (but do not put working models into production)
## 9212                                                             No (we do not use ML methods)
## 9213 We use ML methods for generating insights (but do not put working models into production)
## 9214                                                                             I do not know
## 9215                                                                                      <NA>
## 9216                 We are exploring ML methods (and may one day put a model into production)
## 9217                                                                             I do not know
## 9218                                                                                      <NA>
## 9219                                                                                      <NA>
## 9220                 We are exploring ML methods (and may one day put a model into production)
## 9221    We have well established ML methods (i.e., models in production for more than 2 years)
## 9222                                                             No (we do not use ML methods)
## 9223                                                                                      <NA>
## 9224                                                                                      <NA>
## 9225                                                                                      <NA>
## 9226                                                                                      <NA>
## 9227 We use ML methods for generating insights (but do not put working models into production)
## 9228                                                                                      <NA>
## 9229                                                             No (we do not use ML methods)
## 9230   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9231                                                             No (we do not use ML methods)
## 9232    We have well established ML methods (i.e., models in production for more than 2 years)
## 9233                                                             No (we do not use ML methods)
## 9234                                                                                      <NA>
## 9235                 We are exploring ML methods (and may one day put a model into production)
## 9236                                                                                      <NA>
## 9237 We use ML methods for generating insights (but do not put working models into production)
## 9238    We have well established ML methods (i.e., models in production for more than 2 years)
## 9239                 We are exploring ML methods (and may one day put a model into production)
## 9240                                                                                      <NA>
## 9241 We use ML methods for generating insights (but do not put working models into production)
## 9242                                                                             I do not know
## 9243                                                                                      <NA>
## 9244                                                                                      <NA>
## 9245                                                                                      <NA>
## 9246                                                                                      <NA>
## 9247 We use ML methods for generating insights (but do not put working models into production)
## 9248                                                             No (we do not use ML methods)
## 9249   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9250                                                                                      <NA>
## 9251    We have well established ML methods (i.e., models in production for more than 2 years)
## 9252   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9253                 We are exploring ML methods (and may one day put a model into production)
## 9254                 We are exploring ML methods (and may one day put a model into production)
## 9255    We have well established ML methods (i.e., models in production for more than 2 years)
## 9256                                                             No (we do not use ML methods)
## 9257    We have well established ML methods (i.e., models in production for more than 2 years)
## 9258   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9259                                                                                      <NA>
## 9260   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9261                                                                             I do not know
## 9262                 We are exploring ML methods (and may one day put a model into production)
## 9263   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9264                 We are exploring ML methods (and may one day put a model into production)
## 9265                 We are exploring ML methods (and may one day put a model into production)
## 9266                 We are exploring ML methods (and may one day put a model into production)
## 9267   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9268                 We are exploring ML methods (and may one day put a model into production)
## 9269                                                                                      <NA>
## 9270                                                             No (we do not use ML methods)
## 9271                                                                                      <NA>
## 9272                                                                                      <NA>
## 9273                                                                             I do not know
## 9274   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9275                                                             No (we do not use ML methods)
## 9276   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9277                 We are exploring ML methods (and may one day put a model into production)
## 9278                                                                                      <NA>
## 9279                 We are exploring ML methods (and may one day put a model into production)
## 9280                                                                                      <NA>
## 9281                                                             No (we do not use ML methods)
## 9282                 We are exploring ML methods (and may one day put a model into production)
## 9283   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9284 We use ML methods for generating insights (but do not put working models into production)
## 9285                                                                                      <NA>
## 9286   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9287   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9288                                                                                      <NA>
## 9289                                                                                      <NA>
## 9290                                                                                      <NA>
## 9291   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9292 We use ML methods for generating insights (but do not put working models into production)
## 9293                                                                                      <NA>
## 9294                                                                                      <NA>
## 9295 We use ML methods for generating insights (but do not put working models into production)
## 9296                                                                             I do not know
## 9297                                                                                      <NA>
## 9298    We have well established ML methods (i.e., models in production for more than 2 years)
## 9299                 We are exploring ML methods (and may one day put a model into production)
## 9300   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9301    We have well established ML methods (i.e., models in production for more than 2 years)
## 9302    We have well established ML methods (i.e., models in production for more than 2 years)
## 9303                                                             No (we do not use ML methods)
## 9304 We use ML methods for generating insights (but do not put working models into production)
## 9305                 We are exploring ML methods (and may one day put a model into production)
## 9306                                                                                      <NA>
## 9307                                                                                      <NA>
## 9308                                                                                      <NA>
## 9309   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9310 We use ML methods for generating insights (but do not put working models into production)
## 9311                 We are exploring ML methods (and may one day put a model into production)
## 9312                 We are exploring ML methods (and may one day put a model into production)
## 9313   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9314                                                                                      <NA>
## 9315    We have well established ML methods (i.e., models in production for more than 2 years)
## 9316 We use ML methods for generating insights (but do not put working models into production)
## 9317 We use ML methods for generating insights (but do not put working models into production)
## 9318                                                                                      <NA>
## 9319                                                             No (we do not use ML methods)
## 9320                                                                                      <NA>
## 9321   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9322 We use ML methods for generating insights (but do not put working models into production)
## 9323   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9324                                                             No (we do not use ML methods)
## 9325 We use ML methods for generating insights (but do not put working models into production)
## 9326                                                                                      <NA>
## 9327 We use ML methods for generating insights (but do not put working models into production)
## 9328                                                                                      <NA>
## 9329                                                             No (we do not use ML methods)
## 9330                 We are exploring ML methods (and may one day put a model into production)
## 9331    We have well established ML methods (i.e., models in production for more than 2 years)
## 9332                                                             No (we do not use ML methods)
## 9333                                                                             I do not know
## 9334                                                             No (we do not use ML methods)
## 9335                                                             No (we do not use ML methods)
## 9336                                                                                      <NA>
## 9337   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9338 We use ML methods for generating insights (but do not put working models into production)
## 9339                                                                             I do not know
## 9340                 We are exploring ML methods (and may one day put a model into production)
## 9341                                                                                      <NA>
## 9342                                                                                      <NA>
## 9343                                                                                      <NA>
## 9344                                                             No (we do not use ML methods)
## 9345                                                                                      <NA>
## 9346 We use ML methods for generating insights (but do not put working models into production)
## 9347                                                             No (we do not use ML methods)
## 9348                                                                                      <NA>
## 9349                                                             No (we do not use ML methods)
## 9350                 We are exploring ML methods (and may one day put a model into production)
## 9351                                                                                      <NA>
## 9352                                                                                      <NA>
## 9353                                                                                      <NA>
## 9354                                                                             I do not know
## 9355                 We are exploring ML methods (and may one day put a model into production)
## 9356                                                             No (we do not use ML methods)
## 9357   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9358                 We are exploring ML methods (and may one day put a model into production)
## 9359                                                             No (we do not use ML methods)
## 9360   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9361    We have well established ML methods (i.e., models in production for more than 2 years)
## 9362                                                                                      <NA>
## 9363    We have well established ML methods (i.e., models in production for more than 2 years)
## 9364                 We are exploring ML methods (and may one day put a model into production)
## 9365                 We are exploring ML methods (and may one day put a model into production)
## 9366                                                                             I do not know
## 9367                                                                                      <NA>
## 9368                                                             No (we do not use ML methods)
## 9369                                                                             I do not know
## 9370                                                             No (we do not use ML methods)
## 9371                                                             No (we do not use ML methods)
## 9372   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9373                                                             No (we do not use ML methods)
## 9374                 We are exploring ML methods (and may one day put a model into production)
## 9375 We use ML methods for generating insights (but do not put working models into production)
## 9376    We have well established ML methods (i.e., models in production for more than 2 years)
## 9377    We have well established ML methods (i.e., models in production for more than 2 years)
## 9378                                                                             I do not know
## 9379                 We are exploring ML methods (and may one day put a model into production)
## 9380                                                                                      <NA>
## 9381                                                             No (we do not use ML methods)
## 9382                                                                                      <NA>
## 9383   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9384                                                             No (we do not use ML methods)
## 9385 We use ML methods for generating insights (but do not put working models into production)
## 9386                                                             No (we do not use ML methods)
## 9387                                                                                      <NA>
## 9388 We use ML methods for generating insights (but do not put working models into production)
## 9389                                                                                      <NA>
## 9390                                                                                      <NA>
## 9391                 We are exploring ML methods (and may one day put a model into production)
## 9392                 We are exploring ML methods (and may one day put a model into production)
## 9393                                                                                      <NA>
## 9394    We have well established ML methods (i.e., models in production for more than 2 years)
## 9395    We have well established ML methods (i.e., models in production for more than 2 years)
## 9396                 We are exploring ML methods (and may one day put a model into production)
## 9397                                                                             I do not know
## 9398   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9399                                                             No (we do not use ML methods)
## 9400                 We are exploring ML methods (and may one day put a model into production)
## 9401                                                             No (we do not use ML methods)
## 9402                                                                                      <NA>
## 9403                 We are exploring ML methods (and may one day put a model into production)
## 9404                 We are exploring ML methods (and may one day put a model into production)
## 9405                 We are exploring ML methods (and may one day put a model into production)
## 9406    We have well established ML methods (i.e., models in production for more than 2 years)
## 9407   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9408   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9409                 We are exploring ML methods (and may one day put a model into production)
## 9410                                                             No (we do not use ML methods)
## 9411                 We are exploring ML methods (and may one day put a model into production)
## 9412                 We are exploring ML methods (and may one day put a model into production)
## 9413    We have well established ML methods (i.e., models in production for more than 2 years)
## 9414    We have well established ML methods (i.e., models in production for more than 2 years)
## 9415                 We are exploring ML methods (and may one day put a model into production)
## 9416                                                             No (we do not use ML methods)
## 9417   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9418                                                                                      <NA>
## 9419                 We are exploring ML methods (and may one day put a model into production)
## 9420                                                                                      <NA>
## 9421                                                             No (we do not use ML methods)
## 9422                                                                                      <NA>
## 9423   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9424   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9425                 We are exploring ML methods (and may one day put a model into production)
## 9426   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9427    We have well established ML methods (i.e., models in production for more than 2 years)
## 9428 We use ML methods for generating insights (but do not put working models into production)
## 9429 We use ML methods for generating insights (but do not put working models into production)
## 9430                                                                                      <NA>
## 9431                                                                             I do not know
## 9432                                                             No (we do not use ML methods)
## 9433                                                             No (we do not use ML methods)
## 9434                 We are exploring ML methods (and may one day put a model into production)
## 9435                 We are exploring ML methods (and may one day put a model into production)
## 9436                                                             No (we do not use ML methods)
## 9437                                                             No (we do not use ML methods)
## 9438                                                                                      <NA>
## 9439   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9440                 We are exploring ML methods (and may one day put a model into production)
## 9441                                                                                      <NA>
## 9442                                                                                      <NA>
## 9443                                                                             I do not know
## 9444   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9445                                                                                      <NA>
## 9446   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9447                 We are exploring ML methods (and may one day put a model into production)
## 9448    We have well established ML methods (i.e., models in production for more than 2 years)
## 9449                 We are exploring ML methods (and may one day put a model into production)
## 9450                                                                             I do not know
## 9451    We have well established ML methods (i.e., models in production for more than 2 years)
## 9452    We have well established ML methods (i.e., models in production for more than 2 years)
## 9453   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9454                                                                                      <NA>
## 9455                                                                                      <NA>
## 9456                 We are exploring ML methods (and may one day put a model into production)
## 9457                 We are exploring ML methods (and may one day put a model into production)
## 9458    We have well established ML methods (i.e., models in production for more than 2 years)
## 9459                                                             No (we do not use ML methods)
## 9460    We have well established ML methods (i.e., models in production for more than 2 years)
## 9461 We use ML methods for generating insights (but do not put working models into production)
## 9462                 We are exploring ML methods (and may one day put a model into production)
## 9463                 We are exploring ML methods (and may one day put a model into production)
## 9464   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9465   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9466   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9467                                                                                      <NA>
## 9468    We have well established ML methods (i.e., models in production for more than 2 years)
## 9469                                                             No (we do not use ML methods)
## 9470   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9471                                                             No (we do not use ML methods)
## 9472                                                                                      <NA>
## 9473   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9474                                                             No (we do not use ML methods)
## 9475                                                                             I do not know
## 9476                                                             No (we do not use ML methods)
## 9477                                                                                      <NA>
## 9478    We have well established ML methods (i.e., models in production for more than 2 years)
## 9479                                                                                      <NA>
## 9480   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9481                                                                                      <NA>
## 9482   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9483 We use ML methods for generating insights (but do not put working models into production)
## 9484                 We are exploring ML methods (and may one day put a model into production)
## 9485                 We are exploring ML methods (and may one day put a model into production)
## 9486                                                             No (we do not use ML methods)
## 9487                                                                                      <NA>
## 9488                                                             No (we do not use ML methods)
## 9489 We use ML methods for generating insights (but do not put working models into production)
## 9490   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9491                                                                                      <NA>
## 9492                                                                                      <NA>
## 9493   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9494   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9495                                                                                      <NA>
## 9496    We have well established ML methods (i.e., models in production for more than 2 years)
## 9497 We use ML methods for generating insights (but do not put working models into production)
## 9498    We have well established ML methods (i.e., models in production for more than 2 years)
## 9499                                                             No (we do not use ML methods)
## 9500                                                                             I do not know
## 9501    We have well established ML methods (i.e., models in production for more than 2 years)
## 9502                                                             No (we do not use ML methods)
## 9503                                                             No (we do not use ML methods)
## 9504                 We are exploring ML methods (and may one day put a model into production)
## 9505                                                             No (we do not use ML methods)
## 9506                                                                                      <NA>
## 9507    We have well established ML methods (i.e., models in production for more than 2 years)
## 9508 We use ML methods for generating insights (but do not put working models into production)
## 9509                 We are exploring ML methods (and may one day put a model into production)
## 9510    We have well established ML methods (i.e., models in production for more than 2 years)
## 9511 We use ML methods for generating insights (but do not put working models into production)
## 9512                 We are exploring ML methods (and may one day put a model into production)
## 9513                 We are exploring ML methods (and may one day put a model into production)
## 9514                                                             No (we do not use ML methods)
## 9515    We have well established ML methods (i.e., models in production for more than 2 years)
## 9516                 We are exploring ML methods (and may one day put a model into production)
## 9517                 We are exploring ML methods (and may one day put a model into production)
## 9518   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9519                 We are exploring ML methods (and may one day put a model into production)
## 9520   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9521                 We are exploring ML methods (and may one day put a model into production)
## 9522 We use ML methods for generating insights (but do not put working models into production)
## 9523                 We are exploring ML methods (and may one day put a model into production)
## 9524                 We are exploring ML methods (and may one day put a model into production)
## 9525   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9526                                                                                      <NA>
## 9527                 We are exploring ML methods (and may one day put a model into production)
## 9528                 We are exploring ML methods (and may one day put a model into production)
## 9529                                                             No (we do not use ML methods)
## 9530   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9531                                                             No (we do not use ML methods)
## 9532                                                             No (we do not use ML methods)
## 9533   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9534    We have well established ML methods (i.e., models in production for more than 2 years)
## 9535   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9536                                                                                      <NA>
## 9537 We use ML methods for generating insights (but do not put working models into production)
## 9538   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9539                                                             No (we do not use ML methods)
## 9540    We have well established ML methods (i.e., models in production for more than 2 years)
## 9541                                                                                      <NA>
## 9542                                                             No (we do not use ML methods)
## 9543                                                             No (we do not use ML methods)
## 9544                                                                                      <NA>
## 9545 We use ML methods for generating insights (but do not put working models into production)
## 9546                                                             No (we do not use ML methods)
## 9547                                                                                      <NA>
## 9548                                                                                      <NA>
## 9549                                                             No (we do not use ML methods)
## 9550                                                             No (we do not use ML methods)
## 9551                                                                                      <NA>
## 9552   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9553                 We are exploring ML methods (and may one day put a model into production)
## 9554                                                             No (we do not use ML methods)
## 9555    We have well established ML methods (i.e., models in production for more than 2 years)
## 9556    We have well established ML methods (i.e., models in production for more than 2 years)
## 9557                                                                             I do not know
## 9558                                                                                      <NA>
## 9559                                                                                      <NA>
## 9560                 We are exploring ML methods (and may one day put a model into production)
## 9561   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9562                                                                                      <NA>
## 9563                                                             No (we do not use ML methods)
## 9564                 We are exploring ML methods (and may one day put a model into production)
## 9565    We have well established ML methods (i.e., models in production for more than 2 years)
## 9566   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9567                                                                                      <NA>
## 9568    We have well established ML methods (i.e., models in production for more than 2 years)
## 9569    We have well established ML methods (i.e., models in production for more than 2 years)
## 9570                 We are exploring ML methods (and may one day put a model into production)
## 9571                 We are exploring ML methods (and may one day put a model into production)
## 9572                 We are exploring ML methods (and may one day put a model into production)
## 9573                                                             No (we do not use ML methods)
## 9574    We have well established ML methods (i.e., models in production for more than 2 years)
## 9575                                                             No (we do not use ML methods)
## 9576                                                                                      <NA>
## 9577                                                                             I do not know
## 9578                                                                                      <NA>
## 9579   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9580                                                             No (we do not use ML methods)
## 9581                                                             No (we do not use ML methods)
## 9582                                                             No (we do not use ML methods)
## 9583    We have well established ML methods (i.e., models in production for more than 2 years)
## 9584                                                                             I do not know
## 9585    We have well established ML methods (i.e., models in production for more than 2 years)
## 9586                 We are exploring ML methods (and may one day put a model into production)
## 9587                 We are exploring ML methods (and may one day put a model into production)
## 9588                                                                                      <NA>
## 9589                 We are exploring ML methods (and may one day put a model into production)
## 9590                 We are exploring ML methods (and may one day put a model into production)
## 9591                                                             No (we do not use ML methods)
## 9592                                                                                      <NA>
## 9593 We use ML methods for generating insights (but do not put working models into production)
## 9594   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9595                 We are exploring ML methods (and may one day put a model into production)
## 9596   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9597    We have well established ML methods (i.e., models in production for more than 2 years)
## 9598    We have well established ML methods (i.e., models in production for more than 2 years)
## 9599 We use ML methods for generating insights (but do not put working models into production)
## 9600                                                                                      <NA>
## 9601                                                                                      <NA>
## 9602 We use ML methods for generating insights (but do not put working models into production)
## 9603    We have well established ML methods (i.e., models in production for more than 2 years)
## 9604                                                                                      <NA>
## 9605                                                             No (we do not use ML methods)
## 9606                 We are exploring ML methods (and may one day put a model into production)
## 9607                                                                                      <NA>
## 9608                                                                                      <NA>
## 9609   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9610                                                                                      <NA>
## 9611    We have well established ML methods (i.e., models in production for more than 2 years)
## 9612                 We are exploring ML methods (and may one day put a model into production)
## 9613   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9614                                                                                      <NA>
## 9615 We use ML methods for generating insights (but do not put working models into production)
## 9616                                                                                      <NA>
## 9617                                                             No (we do not use ML methods)
## 9618    We have well established ML methods (i.e., models in production for more than 2 years)
## 9619 We use ML methods for generating insights (but do not put working models into production)
## 9620                                                             No (we do not use ML methods)
## 9621                                                                                      <NA>
## 9622                                                                             I do not know
## 9623                 We are exploring ML methods (and may one day put a model into production)
## 9624                                                             No (we do not use ML methods)
## 9625                 We are exploring ML methods (and may one day put a model into production)
## 9626 We use ML methods for generating insights (but do not put working models into production)
## 9627                                                                                      <NA>
## 9628                 We are exploring ML methods (and may one day put a model into production)
## 9629                                                             No (we do not use ML methods)
## 9630                 We are exploring ML methods (and may one day put a model into production)
## 9631                 We are exploring ML methods (and may one day put a model into production)
## 9632    We have well established ML methods (i.e., models in production for more than 2 years)
## 9633    We have well established ML methods (i.e., models in production for more than 2 years)
## 9634                                                             No (we do not use ML methods)
## 9635                                                                             I do not know
## 9636   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9637                                                                                      <NA>
## 9638    We have well established ML methods (i.e., models in production for more than 2 years)
## 9639                                                                                      <NA>
## 9640                                                                                      <NA>
## 9641                                                                             I do not know
## 9642                                                             No (we do not use ML methods)
## 9643                 We are exploring ML methods (and may one day put a model into production)
## 9644                 We are exploring ML methods (and may one day put a model into production)
## 9645                                                                                      <NA>
## 9646    We have well established ML methods (i.e., models in production for more than 2 years)
## 9647    We have well established ML methods (i.e., models in production for more than 2 years)
## 9648   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9649                                                                                      <NA>
## 9650   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9651                 We are exploring ML methods (and may one day put a model into production)
## 9652 We use ML methods for generating insights (but do not put working models into production)
## 9653                                                             No (we do not use ML methods)
## 9654    We have well established ML methods (i.e., models in production for more than 2 years)
## 9655   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9656                                                                             I do not know
## 9657                                                                                      <NA>
## 9658    We have well established ML methods (i.e., models in production for more than 2 years)
## 9659   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9660 We use ML methods for generating insights (but do not put working models into production)
## 9661 We use ML methods for generating insights (but do not put working models into production)
## 9662                                                                                      <NA>
## 9663                                                                                      <NA>
## 9664 We use ML methods for generating insights (but do not put working models into production)
## 9665                                                             No (we do not use ML methods)
## 9666 We use ML methods for generating insights (but do not put working models into production)
## 9667                                                             No (we do not use ML methods)
## 9668   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9669   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9670                 We are exploring ML methods (and may one day put a model into production)
## 9671                 We are exploring ML methods (and may one day put a model into production)
## 9672    We have well established ML methods (i.e., models in production for more than 2 years)
## 9673 We use ML methods for generating insights (but do not put working models into production)
## 9674   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9675                                                             No (we do not use ML methods)
## 9676   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9677 We use ML methods for generating insights (but do not put working models into production)
## 9678   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9679 We use ML methods for generating insights (but do not put working models into production)
## 9680 We use ML methods for generating insights (but do not put working models into production)
## 9681    We have well established ML methods (i.e., models in production for more than 2 years)
## 9682                                                             No (we do not use ML methods)
## 9683                                                                                      <NA>
## 9684    We have well established ML methods (i.e., models in production for more than 2 years)
## 9685                                                             No (we do not use ML methods)
## 9686                                                             No (we do not use ML methods)
## 9687                 We are exploring ML methods (and may one day put a model into production)
## 9688                                                                                      <NA>
## 9689    We have well established ML methods (i.e., models in production for more than 2 years)
## 9690                                                             No (we do not use ML methods)
## 9691    We have well established ML methods (i.e., models in production for more than 2 years)
## 9692   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9693    We have well established ML methods (i.e., models in production for more than 2 years)
## 9694                                                             No (we do not use ML methods)
## 9695                                                                             I do not know
## 9696                 We are exploring ML methods (and may one day put a model into production)
## 9697 We use ML methods for generating insights (but do not put working models into production)
## 9698   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9699                 We are exploring ML methods (and may one day put a model into production)
## 9700                                                                                      <NA>
## 9701    We have well established ML methods (i.e., models in production for more than 2 years)
## 9702                                                                                      <NA>
## 9703 We use ML methods for generating insights (but do not put working models into production)
## 9704 We use ML methods for generating insights (but do not put working models into production)
## 9705                 We are exploring ML methods (and may one day put a model into production)
## 9706                 We are exploring ML methods (and may one day put a model into production)
## 9707                                                                             I do not know
## 9708   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9709 We use ML methods for generating insights (but do not put working models into production)
## 9710                                                                                      <NA>
## 9711                                                                                      <NA>
## 9712 We use ML methods for generating insights (but do not put working models into production)
## 9713                                                             No (we do not use ML methods)
## 9714                                                                                      <NA>
## 9715 We use ML methods for generating insights (but do not put working models into production)
## 9716                                                                                      <NA>
## 9717                                                                                      <NA>
## 9718   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9719   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9720   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9721                                                                                      <NA>
## 9722                                                                             I do not know
## 9723    We have well established ML methods (i.e., models in production for more than 2 years)
## 9724                                                                                      <NA>
## 9725 We use ML methods for generating insights (but do not put working models into production)
## 9726                 We are exploring ML methods (and may one day put a model into production)
## 9727                                                                                      <NA>
## 9728                                                                             I do not know
## 9729 We use ML methods for generating insights (but do not put working models into production)
## 9730                 We are exploring ML methods (and may one day put a model into production)
## 9731                                                             No (we do not use ML methods)
## 9732                                                             No (we do not use ML methods)
## 9733                                                                             I do not know
## 9734                 We are exploring ML methods (and may one day put a model into production)
## 9735                                                             No (we do not use ML methods)
## 9736 We use ML methods for generating insights (but do not put working models into production)
## 9737   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9738                                                                                      <NA>
## 9739                 We are exploring ML methods (and may one day put a model into production)
## 9740                                                             No (we do not use ML methods)
## 9741                 We are exploring ML methods (and may one day put a model into production)
## 9742   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9743   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9744                                                                                      <NA>
## 9745                                                                                      <NA>
## 9746 We use ML methods for generating insights (but do not put working models into production)
## 9747    We have well established ML methods (i.e., models in production for more than 2 years)
## 9748                                                                                      <NA>
## 9749                                                             No (we do not use ML methods)
## 9750                 We are exploring ML methods (and may one day put a model into production)
## 9751 We use ML methods for generating insights (but do not put working models into production)
## 9752                                                             No (we do not use ML methods)
## 9753 We use ML methods for generating insights (but do not put working models into production)
## 9754                                                                                      <NA>
## 9755                 We are exploring ML methods (and may one day put a model into production)
## 9756                                                                             I do not know
## 9757                 We are exploring ML methods (and may one day put a model into production)
## 9758                                                                             I do not know
## 9759                                                                                      <NA>
## 9760                                                                                      <NA>
## 9761                                                                             I do not know
## 9762   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9763                                                                                      <NA>
## 9764 We use ML methods for generating insights (but do not put working models into production)
## 9765   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9766                 We are exploring ML methods (and may one day put a model into production)
## 9767                 We are exploring ML methods (and may one day put a model into production)
## 9768                                                                                      <NA>
## 9769 We use ML methods for generating insights (but do not put working models into production)
## 9770                                                                             I do not know
## 9771   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9772    We have well established ML methods (i.e., models in production for more than 2 years)
## 9773   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9774    We have well established ML methods (i.e., models in production for more than 2 years)
## 9775                                                             No (we do not use ML methods)
## 9776                                                                                      <NA>
## 9777                                                                             I do not know
## 9778    We have well established ML methods (i.e., models in production for more than 2 years)
## 9779                                                             No (we do not use ML methods)
## 9780                                                             No (we do not use ML methods)
## 9781                 We are exploring ML methods (and may one day put a model into production)
## 9782                                                                                      <NA>
## 9783                 We are exploring ML methods (and may one day put a model into production)
## 9784                 We are exploring ML methods (and may one day put a model into production)
## 9785   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9786    We have well established ML methods (i.e., models in production for more than 2 years)
## 9787                                                             No (we do not use ML methods)
## 9788   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9789 We use ML methods for generating insights (but do not put working models into production)
## 9790                                                             No (we do not use ML methods)
## 9791                 We are exploring ML methods (and may one day put a model into production)
## 9792                 We are exploring ML methods (and may one day put a model into production)
## 9793   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9794                                                             No (we do not use ML methods)
## 9795                 We are exploring ML methods (and may one day put a model into production)
## 9796                 We are exploring ML methods (and may one day put a model into production)
## 9797                                                             No (we do not use ML methods)
## 9798   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9799                                                                                      <NA>
## 9800                                                                                      <NA>
## 9801                                                             No (we do not use ML methods)
## 9802 We use ML methods for generating insights (but do not put working models into production)
## 9803                                                                                      <NA>
## 9804                                                             No (we do not use ML methods)
## 9805                                                             No (we do not use ML methods)
## 9806    We have well established ML methods (i.e., models in production for more than 2 years)
## 9807                 We are exploring ML methods (and may one day put a model into production)
## 9808                                                             No (we do not use ML methods)
## 9809 We use ML methods for generating insights (but do not put working models into production)
## 9810                 We are exploring ML methods (and may one day put a model into production)
## 9811                                                             No (we do not use ML methods)
## 9812    We have well established ML methods (i.e., models in production for more than 2 years)
## 9813                                                                             I do not know
## 9814 We use ML methods for generating insights (but do not put working models into production)
## 9815                 We are exploring ML methods (and may one day put a model into production)
## 9816                                                                                      <NA>
## 9817                                                             No (we do not use ML methods)
## 9818                                                                                      <NA>
## 9819                 We are exploring ML methods (and may one day put a model into production)
## 9820    We have well established ML methods (i.e., models in production for more than 2 years)
## 9821                                                                                      <NA>
## 9822                 We are exploring ML methods (and may one day put a model into production)
## 9823                                                                                      <NA>
## 9824                                                             No (we do not use ML methods)
## 9825                 We are exploring ML methods (and may one day put a model into production)
## 9826   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9827    We have well established ML methods (i.e., models in production for more than 2 years)
## 9828                 We are exploring ML methods (and may one day put a model into production)
## 9829   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9830                                                                                      <NA>
## 9831                                                             No (we do not use ML methods)
## 9832                                                                                      <NA>
## 9833                                                             No (we do not use ML methods)
## 9834   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9835                                                                                      <NA>
## 9836                 We are exploring ML methods (and may one day put a model into production)
## 9837                 We are exploring ML methods (and may one day put a model into production)
## 9838                 We are exploring ML methods (and may one day put a model into production)
## 9839                                                                             I do not know
## 9840 We use ML methods for generating insights (but do not put working models into production)
## 9841                 We are exploring ML methods (and may one day put a model into production)
## 9842    We have well established ML methods (i.e., models in production for more than 2 years)
## 9843    We have well established ML methods (i.e., models in production for more than 2 years)
## 9844    We have well established ML methods (i.e., models in production for more than 2 years)
## 9845                                                                                      <NA>
## 9846                 We are exploring ML methods (and may one day put a model into production)
## 9847                                                                                      <NA>
## 9848   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9849   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9850    We have well established ML methods (i.e., models in production for more than 2 years)
## 9851 We use ML methods for generating insights (but do not put working models into production)
## 9852    We have well established ML methods (i.e., models in production for more than 2 years)
## 9853   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9854   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9855 We use ML methods for generating insights (but do not put working models into production)
## 9856                                                             No (we do not use ML methods)
## 9857                 We are exploring ML methods (and may one day put a model into production)
## 9858    We have well established ML methods (i.e., models in production for more than 2 years)
## 9859   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9860                                                                                      <NA>
## 9861   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9862                                                                                      <NA>
## 9863    We have well established ML methods (i.e., models in production for more than 2 years)
## 9864 We use ML methods for generating insights (but do not put working models into production)
## 9865                                                             No (we do not use ML methods)
## 9866 We use ML methods for generating insights (but do not put working models into production)
## 9867    We have well established ML methods (i.e., models in production for more than 2 years)
## 9868                                                             No (we do not use ML methods)
## 9869 We use ML methods for generating insights (but do not put working models into production)
## 9870   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9871                                                             No (we do not use ML methods)
## 9872                                                             No (we do not use ML methods)
## 9873                                                                                      <NA>
## 9874                                                                                      <NA>
## 9875                                                             No (we do not use ML methods)
## 9876                                                                                      <NA>
## 9877                                                             No (we do not use ML methods)
## 9878   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9879                 We are exploring ML methods (and may one day put a model into production)
## 9880 We use ML methods for generating insights (but do not put working models into production)
## 9881                 We are exploring ML methods (and may one day put a model into production)
## 9882                 We are exploring ML methods (and may one day put a model into production)
## 9883   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9884 We use ML methods for generating insights (but do not put working models into production)
## 9885                 We are exploring ML methods (and may one day put a model into production)
## 9886                 We are exploring ML methods (and may one day put a model into production)
## 9887                                                             No (we do not use ML methods)
## 9888                 We are exploring ML methods (and may one day put a model into production)
## 9889                                                                                      <NA>
## 9890                                                                                      <NA>
## 9891   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9892                                                                                      <NA>
## 9893                                                                                      <NA>
## 9894                                                                                      <NA>
## 9895                                                                                      <NA>
## 9896    We have well established ML methods (i.e., models in production for more than 2 years)
## 9897                                                                                      <NA>
## 9898                                                                             I do not know
## 9899                 We are exploring ML methods (and may one day put a model into production)
## 9900                                                                                      <NA>
## 9901                                                             No (we do not use ML methods)
## 9902    We have well established ML methods (i.e., models in production for more than 2 years)
## 9903   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9904                                                                                      <NA>
## 9905                                                             No (we do not use ML methods)
## 9906                 We are exploring ML methods (and may one day put a model into production)
## 9907   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9908                                                                                      <NA>
## 9909                                                             No (we do not use ML methods)
## 9910   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9911                 We are exploring ML methods (and may one day put a model into production)
## 9912 We use ML methods for generating insights (but do not put working models into production)
## 9913                 We are exploring ML methods (and may one day put a model into production)
## 9914                 We are exploring ML methods (and may one day put a model into production)
## 9915   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9916                 We are exploring ML methods (and may one day put a model into production)
## 9917   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9918                 We are exploring ML methods (and may one day put a model into production)
## 9919                 We are exploring ML methods (and may one day put a model into production)
## 9920   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9921                                                                             I do not know
## 9922 We use ML methods for generating insights (but do not put working models into production)
## 9923    We have well established ML methods (i.e., models in production for more than 2 years)
## 9924                 We are exploring ML methods (and may one day put a model into production)
## 9925   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9926   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9927                 We are exploring ML methods (and may one day put a model into production)
## 9928   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9929                                                                                      <NA>
## 9930                                                                                      <NA>
## 9931    We have well established ML methods (i.e., models in production for more than 2 years)
## 9932                                                             No (we do not use ML methods)
## 9933                                                                                      <NA>
## 9934                                                             No (we do not use ML methods)
## 9935                                                             No (we do not use ML methods)
## 9936                                                                                      <NA>
## 9937                 We are exploring ML methods (and may one day put a model into production)
## 9938                                                                                      <NA>
## 9939   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9940                                                                             I do not know
## 9941 We use ML methods for generating insights (but do not put working models into production)
## 9942    We have well established ML methods (i.e., models in production for more than 2 years)
## 9943                                                                                      <NA>
## 9944 We use ML methods for generating insights (but do not put working models into production)
## 9945                 We are exploring ML methods (and may one day put a model into production)
## 9946    We have well established ML methods (i.e., models in production for more than 2 years)
## 9947    We have well established ML methods (i.e., models in production for more than 2 years)
## 9948    We have well established ML methods (i.e., models in production for more than 2 years)
## 9949                                                             No (we do not use ML methods)
## 9950                                                                                      <NA>
## 9951                                                             No (we do not use ML methods)
## 9952    We have well established ML methods (i.e., models in production for more than 2 years)
## 9953                                                                                      <NA>
## 9954    We have well established ML methods (i.e., models in production for more than 2 years)
## 9955    We have well established ML methods (i.e., models in production for more than 2 years)
## 9956                                                                             I do not know
## 9957                 We are exploring ML methods (and may one day put a model into production)
## 9958 We use ML methods for generating insights (but do not put working models into production)
## 9959                                                                                      <NA>
## 9960                 We are exploring ML methods (and may one day put a model into production)
## 9961                 We are exploring ML methods (and may one day put a model into production)
## 9962                 We are exploring ML methods (and may one day put a model into production)
## 9963                                                                                      <NA>
## 9964 We use ML methods for generating insights (but do not put working models into production)
## 9965    We have well established ML methods (i.e., models in production for more than 2 years)
## 9966                                                                                      <NA>
## 9967 We use ML methods for generating insights (but do not put working models into production)
## 9968                                                             No (we do not use ML methods)
## 9969                                                                             I do not know
## 9970   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9971                                                                                      <NA>
## 9972    We have well established ML methods (i.e., models in production for more than 2 years)
## 9973    We have well established ML methods (i.e., models in production for more than 2 years)
## 9974    We have well established ML methods (i.e., models in production for more than 2 years)
## 9975                                                             No (we do not use ML methods)
## 9976                                                             No (we do not use ML methods)
## 9977    We have well established ML methods (i.e., models in production for more than 2 years)
## 9978    We have well established ML methods (i.e., models in production for more than 2 years)
## 9979   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9980                 We are exploring ML methods (and may one day put a model into production)
## 9981   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9982                 We are exploring ML methods (and may one day put a model into production)
## 9983                 We are exploring ML methods (and may one day put a model into production)
## 9984                                                             No (we do not use ML methods)
## 9985    We have well established ML methods (i.e., models in production for more than 2 years)
## 9986                                                                                      <NA>
## 9987   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9988   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9989                                                                                      <NA>
## 9990                                                             No (we do not use ML methods)
## 9991                                                                             I do not know
## 9992   We recently started using ML methods (i.e., models in production for less than 2 years)
## 9993                 We are exploring ML methods (and may one day put a model into production)
## 9994                                                                                      <NA>
## 9995                                                             No (we do not use ML methods)
## 9996                                                             No (we do not use ML methods)
## 9997    We have well established ML methods (i.e., models in production for more than 2 years)
## 9998                                                                                      <NA>
## 9999    We have well established ML methods (i.e., models in production for more than 2 years)
##      compensation_USD spend_ml_cloud_work_USD code_exp_years
## 1       30,000-39,999                      0            1-2 
## 2         5,000-7,499              > 100,000            None
## 3                <NA>                    <NA>           <NA>
## 4     250,000-299,999           10,000-99,999           1-2 
## 5         4,000-4,999                      0            < 1 
## 6       60,000-69,999           10,000-99,999           20+ 
## 7       10,000-14,999                 100-999           3-5 
## 8       80,000-89,999                      0            3-5 
## 9                <NA>                    <NA>           3-5 
## 10              0-999                 100-999          5-10 
## 11               <NA>                    <NA>           < 1 
## 12        2,000-2,999              1000-9,999          5-10 
## 13      70,000-79,999              1000-9,999          5-10 
## 14      90,000-99,999                      0            3-5 
## 15               <NA>                    <NA>           <NA>
## 16    125,000-149,999              > 100,000          10-20 
## 17              0-999                 100-999           1-2 
## 18               <NA>                    <NA>           1-2 
## 19              0-999              > 100,000            3-5 
## 20      40,000-49,999                      0           5-10 
## 21      20,000-24,999              > 100,000            1-2 
## 22    125,000-149,999                      0           5-10 
## 23              0-999                    1-99           < 1 
## 24      10,000-14,999              1000-9,999           1-2 
## 25      15,000-19,999                      0           5-10 
## 26      20,000-24,999              1000-9,999           1-2 
## 27    100,000-124,999           10,000-99,999         10-20 
## 28               <NA>                    <NA>           1-2 
## 29              0-999                    1-99           3-5 
## 30              0-999                      0            1-2 
## 31      90,000-99,999                      0            1-2 
## 32        7,500-9,999                 100-999          5-10 
## 33              0-999                      0            1-2 
## 34    150,000-199,999              > 100,000           5-10 
## 35      10,000-14,999              > 100,000            1-2 
## 36        7,500-9,999           10,000-99,999           3-5 
## 37      10,000-14,999                 100-999           1-2 
## 38      25,000-29,999                    1-99           3-5 
## 39      40,000-49,999                      0            < 1 
## 40      90,000-99,999              > 100,000          10-20 
## 41        5,000-7,499              1000-9,999           1-2 
## 42               <NA>                    <NA>           < 1 
## 43               <NA>                    <NA>           < 1 
## 44        3,000-3,999                      0            1-2 
## 45        2,000-2,999                 100-999           3-5 
## 46      10,000-14,999                      0            1-2 
## 47      10,000-14,999                      0            3-5 
## 48              0-999                      0            < 1 
## 49      40,000-49,999                    1-99          5-10 
## 50      40,000-49,999              1000-9,999           1-2 
## 51    150,000-199,999                    1-99          5-10 
## 52        3,000-3,999                      0            3-5 
## 53               <NA>                    <NA>           1-2 
## 54      80,000-89,999              1000-9,999           1-2 
## 55      60,000-69,999                 100-999           3-5 
## 56              0-999                    1-99           < 1 
## 57        2,000-2,999                    1-99           3-5 
## 58        1,000-1,999              1000-9,999           < 1 
## 59    150,000-199,999                      0            3-5 
## 60               <NA>                    <NA>           < 1 
## 61      40,000-49,999           10,000-99,999           1-2 
## 62    100,000-124,999                 100-999           3-5 
## 63               <NA>                    <NA>          5-10 
## 64      40,000-49,999                 100-999           1-2 
## 65      40,000-49,999                      0            1-2 
## 66      15,000-19,999                      0            3-5 
## 67    200,000-249,999              > 100,000           5-10 
## 68      10,000-14,999                    1-99           1-2 
## 69      15,000-19,999                      0            1-2 
## 70               <NA>                    <NA>           1-2 
## 71      20,000-24,999                      0            3-5 
## 72      50,000-59,999                      0            1-2 
## 73               <NA>                    <NA>           None
## 74               <NA>                    <NA>           1-2 
## 75              0-999                      0            < 1 
## 76               <NA>                    <NA>           1-2 
## 77        1,000-1,999                      0            1-2 
## 78    125,000-149,999              1000-9,999         10-20 
## 79               <NA>                    <NA>           < 1 
## 80               <NA>                    <NA>           <NA>
## 81      15,000-19,999                      0           5-10 
## 82      70,000-79,999                      0            1-2 
## 83        1,000-1,999                    1-99           1-2 
## 84               <NA>                    <NA>           None
## 85      70,000-79,999              > 100,000            3-5 
## 86    125,000-149,999           10,000-99,999           3-5 
## 87      40,000-49,999              1000-9,999           1-2 
## 88    125,000-149,999                 100-999           < 1 
## 89      60,000-69,999                 100-999          5-10 
## 90      40,000-49,999                    1-99          5-10 
## 91              0-999                    1-99           1-2 
## 92      40,000-49,999                      0            1-2 
## 93      40,000-49,999                 100-999           1-2 
## 94      90,000-99,999              1000-9,999           < 1 
## 95        4,000-4,999                    1-99           3-5 
## 96      10,000-14,999                      0            1-2 
## 97      50,000-59,999                    1-99           1-2 
## 98      10,000-14,999                    1-99           1-2 
## 99      30,000-39,999                      0            1-2 
## 100   200,000-249,999                      0            3-5 
## 101              <NA>                    <NA>           < 1 
## 102             0-999                      0            < 1 
## 103       4,000-4,999                      0            < 1 
## 104     60,000-69,999              1000-9,999         10-20 
## 105   125,000-149,999           10,000-99,999           3-5 
## 106              <NA>                    <NA>           1-2 
## 107              <NA>                    <NA>           1-2 
## 108   100,000-124,999           10,000-99,999         10-20 
## 109              <NA>                    <NA>           < 1 
## 110     70,000-79,999              1000-9,999          5-10 
## 111     90,000-99,999              > 100,000            3-5 
## 112              <NA>                    <NA>           < 1 
## 113     25,000-29,999                      0            3-5 
## 114       3,000-3,999                 100-999           1-2 
## 115     40,000-49,999              1000-9,999           3-5 
## 116              <NA>                    <NA>           None
## 117              <NA>                    <NA>           < 1 
## 118     40,000-49,999              1000-9,999         10-20 
## 119     60,000-69,999                      0            None
## 120             0-999                 100-999           1-2 
## 121         > 500,000              > 100,000           5-10 
## 122     80,000-89,999                      0            3-5 
## 123              <NA>                    <NA>           < 1 
## 124   150,000-199,999              1000-9,999          5-10 
## 125     20,000-24,999           10,000-99,999           1-2 
## 126     25,000-29,999                 100-999           3-5 
## 127              <NA>                    <NA>           < 1 
## 128              <NA>                    <NA>           1-2 
## 129              <NA>                    <NA>           1-2 
## 130     30,000-39,999                 100-999           1-2 
## 131     15,000-19,999                 100-999           1-2 
## 132              <NA>                    <NA>           1-2 
## 133   300,000-500,000                    1-99           3-5 
## 134       2,000-2,999                      0            1-2 
## 135     25,000-29,999                 100-999           3-5 
## 136     50,000-59,999              1000-9,999           20+ 
## 137       4,000-4,999                    1-99           3-5 
## 138              <NA>                    <NA>           < 1 
## 139     25,000-29,999              1000-9,999           1-2 
## 140              <NA>                    <NA>           3-5 
## 141     20,000-24,999                      0            None
## 142     40,000-49,999              > 100,000            3-5 
## 143   100,000-124,999              > 100,000            20+ 
## 144     15,000-19,999                      0           5-10 
## 145       1,000-1,999           10,000-99,999          5-10 
## 146   150,000-199,999                      0          10-20 
## 147     30,000-39,999                 100-999           1-2 
## 148              <NA>                    <NA>           < 1 
## 149              <NA>                    <NA>           1-2 
## 150   125,000-149,999              1000-9,999           3-5 
## 151              <NA>                    <NA>           <NA>
## 152             0-999                    1-99           3-5 
## 153     20,000-24,999                 100-999          5-10 
## 154     30,000-39,999                 100-999           3-5 
## 155     10,000-14,999                 100-999           1-2 
## 156   200,000-249,999              > 100,000          10-20 
## 157       7,500-9,999                    1-99           3-5 
## 158     50,000-59,999                    1-99           3-5 
## 159     30,000-39,999                      0           5-10 
## 160   125,000-149,999              > 100,000          10-20 
## 161     30,000-39,999                 100-999           < 1 
## 162       5,000-7,499                    1-99           < 1 
## 163              <NA>                    <NA>         10-20 
## 164              <NA>                    <NA>           < 1 
## 165     10,000-14,999              1000-9,999           3-5 
## 166       3,000-3,999                      0            1-2 
## 167   125,000-149,999           10,000-99,999          5-10 
## 168   125,000-149,999              1000-9,999          5-10 
## 169   125,000-149,999              1000-9,999         10-20 
## 170     40,000-49,999                 100-999           3-5 
## 171              <NA>                    <NA>           3-5 
## 172              <NA>                    <NA>           1-2 
## 173     60,000-69,999           10,000-99,999           3-5 
## 174              <NA>                    <NA>           < 1 
## 175     30,000-39,999                      0            3-5 
## 176              <NA>                    <NA>           < 1 
## 177       1,000-1,999              1000-9,999           1-2 
## 178       5,000-7,499                 100-999           1-2 
## 179              <NA>                    <NA>           < 1 
## 180     40,000-49,999                 100-999           3-5 
## 181             0-999                      0            < 1 
## 182     70,000-79,999                      0            3-5 
## 183             0-999                      0            3-5 
## 184       1,000-1,999                    1-99           < 1 
## 185     90,000-99,999           10,000-99,999           20+ 
## 186             0-999                    1-99           1-2 
## 187     20,000-24,999                    1-99           3-5 
## 188     20,000-24,999              1000-9,999           1-2 
## 189     70,000-79,999              1000-9,999          5-10 
## 190   125,000-149,999           10,000-99,999           20+ 
## 191     15,000-19,999              1000-9,999           None
## 192       5,000-7,499           10,000-99,999           20+ 
## 193              <NA>                    <NA>           < 1 
## 194             0-999                    1-99           < 1 
## 195              <NA>                    <NA>           < 1 
## 196              <NA>                    <NA>           1-2 
## 197              <NA>                    <NA>           1-2 
## 198   125,000-149,999              1000-9,999          5-10 
## 199             0-999                 100-999           3-5 
## 200     40,000-49,999                      0           5-10 
## 201              <NA>                    <NA>           1-2 
## 202     70,000-79,999                      0            3-5 
## 203     60,000-69,999                    1-99           < 1 
## 204              <NA>                    <NA>           3-5 
## 205     10,000-14,999                    1-99           3-5 
## 206     10,000-14,999                      0            3-5 
## 207     10,000-14,999              1000-9,999           3-5 
## 208       1,000-1,999                 100-999          5-10 
## 209     10,000-14,999                      0            3-5 
## 210     60,000-69,999                      0            1-2 
## 211              <NA>                    <NA>           1-2 
## 212             0-999                 100-999          5-10 
## 213     70,000-79,999              > 100,000            3-5 
## 214              <NA>                    <NA>           1-2 
## 215     10,000-14,999           10,000-99,999           1-2 
## 216              <NA>                    <NA>           < 1 
## 217     40,000-49,999              1000-9,999           3-5 
## 218              <NA>                    <NA>           < 1 
## 219     50,000-59,999                      0            3-5 
## 220             0-999              1000-9,999           1-2 
## 221     25,000-29,999                      0          10-20 
## 222     20,000-24,999                      0            < 1 
## 223     60,000-69,999              1000-9,999          5-10 
## 224     90,000-99,999                      0          10-20 
## 225             0-999                    1-99           < 1 
## 226     30,000-39,999                      0            None
## 227              <NA>                    <NA>           20+ 
## 228              <NA>                    <NA>           3-5 
## 229              <NA>                    <NA>           1-2 
## 230     10,000-14,999              1000-9,999           1-2 
## 231   150,000-199,999                      0            20+ 
## 232              <NA>                    <NA>           None
## 233   150,000-199,999              > 100,000           5-10 
## 234     15,000-19,999                 100-999           < 1 
## 235       5,000-7,499              1000-9,999           1-2 
## 236     70,000-79,999              1000-9,999           3-5 
## 237     30,000-39,999                    1-99           1-2 
## 238   200,000-249,999              > 100,000           5-10 
## 239       2,000-2,999                      0            3-5 
## 240   100,000-124,999              1000-9,999         10-20 
## 241     80,000-89,999           10,000-99,999         10-20 
## 242     50,000-59,999                      0            3-5 
## 243              <NA>                    <NA>           < 1 
## 244              <NA>                    <NA>           < 1 
## 245     15,000-19,999                      0            < 1 
## 246              <NA>                    <NA>           None
## 247       3,000-3,999                      0            3-5 
## 248              <NA>                    <NA>           None
## 249     50,000-59,999              1000-9,999          5-10 
## 250     50,000-59,999           10,000-99,999           3-5 
## 251     30,000-39,999                 100-999         10-20 
## 252       5,000-7,499                 100-999          5-10 
## 253     40,000-49,999                 100-999           3-5 
## 254   200,000-249,999              1000-9,999          5-10 
## 255     60,000-69,999                 100-999          5-10 
## 256   100,000-124,999           10,000-99,999           20+ 
## 257              <NA>                    <NA>           3-5 
## 258     70,000-79,999                      0            1-2 
## 259   200,000-249,999              1000-9,999           1-2 
## 260     10,000-14,999                      0            3-5 
## 261     90,000-99,999           10,000-99,999           3-5 
## 262     80,000-89,999                 100-999          5-10 
## 263     70,000-79,999                      0           5-10 
## 264   250,000-299,999              > 100,000          10-20 
## 265              <NA>                    <NA>           1-2 
## 266              <NA>                    <NA>           1-2 
## 267   100,000-124,999                      0            < 1 
## 268       4,000-4,999                    1-99          5-10 
## 269              <NA>                    <NA>           < 1 
## 270     50,000-59,999              1000-9,999          5-10 
## 271   150,000-199,999           10,000-99,999         10-20 
## 272     90,000-99,999           10,000-99,999           20+ 
## 273     40,000-49,999                 100-999           1-2 
## 274   200,000-249,999                 100-999           3-5 
## 275              <NA>                    <NA>           3-5 
## 276              <NA>                    <NA>           1-2 
## 277       5,000-7,499              1000-9,999           < 1 
## 278             0-999                      0            < 1 
## 279   125,000-149,999           10,000-99,999         10-20 
## 280       5,000-7,499              1000-9,999           3-5 
## 281     40,000-49,999                 100-999           1-2 
## 282   125,000-149,999           10,000-99,999          5-10 
## 283              <NA>                    <NA>           < 1 
## 284         > 500,000              > 100,000          10-20 
## 285       4,000-4,999                    1-99           1-2 
## 286              <NA>                    <NA>           1-2 
## 287              <NA>                    <NA>           < 1 
## 288     70,000-79,999           10,000-99,999           1-2 
## 289   150,000-199,999              > 100,000            1-2 
## 290              <NA>                    <NA>           3-5 
## 291     10,000-14,999                    1-99           3-5 
## 292     40,000-49,999              1000-9,999           3-5 
## 293     15,000-19,999                      0            3-5 
## 294     40,000-49,999                    1-99          5-10 
## 295   125,000-149,999              > 100,000          10-20 
## 296   100,000-124,999           10,000-99,999         10-20 
## 297   100,000-124,999                      0            20+ 
## 298             0-999                      0            1-2 
## 299     40,000-49,999                    1-99          5-10 
## 300     60,000-69,999              1000-9,999          5-10 
## 301     90,000-99,999                      0           5-10 
## 302     90,000-99,999                      0           5-10 
## 303     25,000-29,999           10,000-99,999         10-20 
## 304   100,000-124,999                 100-999           None
## 305       3,000-3,999                 100-999           < 1 
## 306     30,000-39,999              1000-9,999           20+ 
## 307              <NA>                    <NA>           None
## 308             0-999                    1-99           < 1 
## 309              <NA>                    <NA>          5-10 
## 310              <NA>                    <NA>           < 1 
## 311     60,000-69,999                      0           5-10 
## 312       4,000-4,999                      0            < 1 
## 313     80,000-89,999              > 100,000            3-5 
## 314       2,000-2,999                 100-999           1-2 
## 315              <NA>                    <NA>           1-2 
## 316     10,000-14,999                    1-99           < 1 
## 317              <NA>                    <NA>           < 1 
## 318     20,000-24,999                      0            < 1 
## 319     10,000-14,999                    1-99           1-2 
## 320       3,000-3,999              1000-9,999         10-20 
## 321     20,000-24,999              1000-9,999           1-2 
## 322             0-999                    1-99           1-2 
## 323       4,000-4,999              1000-9,999           < 1 
## 324       7,500-9,999                 100-999           3-5 
## 325              <NA>                    <NA>           < 1 
## 326     90,000-99,999                 100-999         10-20 
## 327     10,000-14,999                 100-999           < 1 
## 328     15,000-19,999                      0            3-5 
## 329              <NA>                    <NA>           < 1 
## 330     25,000-29,999                      0            1-2 
## 331       7,500-9,999                      0            3-5 
## 332   100,000-124,999                    1-99           1-2 
## 333              <NA>                    <NA>           3-5 
## 334     30,000-39,999                      0            < 1 
## 335     25,000-29,999              > 100,000            3-5 
## 336     70,000-79,999                      0           5-10 
## 337     80,000-89,999                      0            < 1 
## 338             0-999                      0            < 1 
## 339   100,000-124,999              > 100,000            3-5 
## 340     40,000-49,999                      0            < 1 
## 341   100,000-124,999              > 100,000           5-10 
## 342              <NA>                    <NA>           3-5 
## 343       4,000-4,999                      0            1-2 
## 344       7,500-9,999                      0            None
## 345              <NA>                    <NA>           < 1 
## 346              <NA>                    <NA>           1-2 
## 347              <NA>                    <NA>           1-2 
## 348   125,000-149,999           10,000-99,999          5-10 
## 349              <NA>                    <NA>           None
## 350              <NA>                    <NA>           < 1 
## 351              <NA>                    <NA>           1-2 
## 352     80,000-89,999                      0           5-10 
## 353              <NA>                    <NA>           1-2 
## 354     25,000-29,999                      0            3-5 
## 355              <NA>                    <NA>           < 1 
## 356       1,000-1,999                    1-99           < 1 
## 357   300,000-500,000                 100-999           20+ 
## 358     25,000-29,999              1000-9,999           3-5 
## 359     20,000-24,999                      0            1-2 
## 360     20,000-24,999                 100-999          5-10 
## 361   150,000-199,999              > 100,000            20+ 
## 362     15,000-19,999                    1-99           1-2 
## 363     10,000-14,999              1000-9,999           1-2 
## 364     40,000-49,999                      0           5-10 
## 365     80,000-89,999              1000-9,999          5-10 
## 366             0-999                    1-99           1-2 
## 367              <NA>                    <NA>           < 1 
## 368       5,000-7,499                 100-999           < 1 
## 369     90,000-99,999                    1-99           3-5 
## 370     10,000-14,999                      0            1-2 
## 371       5,000-7,499                    1-99           < 1 
## 372     40,000-49,999                    1-99           3-5 
## 373   125,000-149,999                      0            3-5 
## 374              <NA>                    <NA>           3-5 
## 375              <NA>                    <NA>           < 1 
## 376   125,000-149,999           10,000-99,999           1-2 
## 377     40,000-49,999                      0            3-5 
## 378       5,000-7,499                    1-99           1-2 
## 379   200,000-249,999                 100-999           20+ 
## 380       4,000-4,999                      0            3-5 
## 381     30,000-39,999                 100-999           1-2 
## 382     20,000-24,999                    1-99           3-5 
## 383     10,000-14,999              1000-9,999           3-5 
## 384       2,000-2,999                 100-999           1-2 
## 385     10,000-14,999              1000-9,999           1-2 
## 386     25,000-29,999              > 100,000            < 1 
## 387       5,000-7,499              1000-9,999           < 1 
## 388             0-999                 100-999           None
## 389     50,000-59,999                      0            3-5 
## 390     15,000-19,999                      0          10-20 
## 391              <NA>                    <NA>           1-2 
## 392              <NA>                    <NA>           1-2 
## 393     10,000-14,999                 100-999           < 1 
## 394             0-999                      0            1-2 
## 395   300,000-500,000                      0            1-2 
## 396   100,000-124,999           10,000-99,999          5-10 
## 397   200,000-249,999              > 100,000           5-10 
## 398     10,000-14,999                    1-99          5-10 
## 399       7,500-9,999                 100-999           3-5 
## 400              <NA>                    <NA>           1-2 
## 401     90,000-99,999                      0            < 1 
## 402              <NA>                    <NA>           1-2 
## 403       5,000-7,499              > 100,000           5-10 
## 404              <NA>                    <NA>           < 1 
## 405              <NA>                    <NA>           < 1 
## 406              <NA>                    <NA>           < 1 
## 407     10,000-14,999                    1-99           1-2 
## 408     15,000-19,999                      0           5-10 
## 409              <NA>                    <NA>           < 1 
## 410     80,000-89,999                 100-999           < 1 
## 411              <NA>                    <NA>           3-5 
## 412     10,000-14,999                 100-999           3-5 
## 413     70,000-79,999              1000-9,999           3-5 
## 414     20,000-24,999              1000-9,999           < 1 
## 415     50,000-59,999                    1-99          5-10 
## 416              <NA>                    <NA>           < 1 
## 417   100,000-124,999                 100-999           1-2 
## 418     10,000-14,999                      0            < 1 
## 419              <NA>                    <NA>           < 1 
## 420              <NA>                    <NA>           < 1 
## 421   100,000-124,999           10,000-99,999         10-20 
## 422     30,000-39,999                 100-999           1-2 
## 423   150,000-199,999              1000-9,999          5-10 
## 424              <NA>                    <NA>           3-5 
## 425     15,000-19,999                      0            1-2 
## 426   125,000-149,999           10,000-99,999          5-10 
## 427              <NA>                    <NA>           3-5 
## 428       7,500-9,999           10,000-99,999           3-5 
## 429     60,000-69,999                      0            1-2 
## 430              <NA>                    <NA>           < 1 
## 431     70,000-79,999           10,000-99,999         10-20 
## 432              <NA>                    <NA>           3-5 
## 433              <NA>                    <NA>           < 1 
## 434              <NA>                    <NA>           1-2 
## 435              <NA>                    <NA>           < 1 
## 436     10,000-14,999                      0            None
## 437             0-999                      0            < 1 
## 438     20,000-24,999                 100-999           1-2 
## 439         > 500,000           10,000-99,999           < 1 
## 440              <NA>                    <NA>           < 1 
## 441              <NA>                    <NA>           < 1 
## 442              <NA>                    <NA>           None
## 443     10,000-14,999                      0           5-10 
## 444     20,000-24,999                 100-999           3-5 
## 445              <NA>                    <NA>           < 1 
## 446              <NA>                    <NA>           1-2 
## 447     50,000-59,999                 100-999          5-10 
## 448     60,000-69,999              1000-9,999           1-2 
## 449     50,000-59,999                      0            3-5 
## 450     30,000-39,999              1000-9,999          5-10 
## 451   125,000-149,999              1000-9,999           3-5 
## 452              <NA>                    <NA>           3-5 
## 453   125,000-149,999           10,000-99,999           20+ 
## 454       1,000-1,999                    1-99           < 1 
## 455     70,000-79,999                    1-99         10-20 
## 456     15,000-19,999              1000-9,999           < 1 
## 457   125,000-149,999                      0            20+ 
## 458     90,000-99,999           10,000-99,999           1-2 
## 459              <NA>                    <NA>           1-2 
## 460     90,000-99,999           10,000-99,999          5-10 
## 461     25,000-29,999                      0            < 1 
## 462       1,000-1,999                 100-999           3-5 
## 463   200,000-249,999              > 100,000           5-10 
## 464              <NA>                    <NA>           < 1 
## 465     30,000-39,999              > 100,000            None
## 466              <NA>                    <NA>           1-2 
## 467   100,000-124,999              > 100,000          10-20 
## 468     25,000-29,999                      0            < 1 
## 469   100,000-124,999              > 100,000            3-5 
## 470     70,000-79,999                      0           5-10 
## 471              <NA>                    <NA>           None
## 472   150,000-199,999              > 100,000          10-20 
## 473     40,000-49,999              1000-9,999           3-5 
## 474     10,000-14,999                      0            < 1 
## 475              <NA>                    <NA>           <NA>
## 476   125,000-149,999                 100-999           < 1 
## 477     50,000-59,999                      0            1-2 
## 478   100,000-124,999                      0           5-10 
## 479   100,000-124,999                      0            20+ 
## 480              <NA>                    <NA>           None
## 481     25,000-29,999              1000-9,999           3-5 
## 482       5,000-7,499              1000-9,999           3-5 
## 483   100,000-124,999           10,000-99,999           3-5 
## 484   100,000-124,999                 100-999           1-2 
## 485              <NA>                    <NA>           1-2 
## 486     50,000-59,999                      0            < 1 
## 487     60,000-69,999              > 100,000            3-5 
## 488   250,000-299,999              > 100,000          10-20 
## 489              <NA>                    <NA>           3-5 
## 490              <NA>                    <NA>           1-2 
## 491     80,000-89,999              > 100,000            3-5 
## 492     90,000-99,999                      0          10-20 
## 493     10,000-14,999                      0            < 1 
## 494   250,000-299,999              > 100,000          10-20 
## 495     90,000-99,999                      0            < 1 
## 496   125,000-149,999              > 100,000           5-10 
## 497       1,000-1,999                    1-99           3-5 
## 498     20,000-24,999                      0          10-20 
## 499     20,000-24,999                      0            3-5 
## 500     90,000-99,999              1000-9,999          5-10 
## 501              <NA>                    <NA>           None
## 502       5,000-7,499                 100-999           < 1 
## 503   300,000-500,000              > 100,000          10-20 
## 504     30,000-39,999              1000-9,999           3-5 
## 505       7,500-9,999           10,000-99,999           1-2 
## 506     40,000-49,999                 100-999           < 1 
## 507              <NA>                    <NA>           3-5 
## 508     40,000-49,999              1000-9,999           1-2 
## 509     80,000-89,999           10,000-99,999          5-10 
## 510              <NA>                    <NA>           3-5 
## 511     20,000-24,999                 100-999           3-5 
## 512             0-999                      0            1-2 
## 513     20,000-24,999                 100-999           1-2 
## 514             0-999                    1-99           < 1 
## 515   125,000-149,999              > 100,000            3-5 
## 516     80,000-89,999                      0            20+ 
## 517              <NA>                    <NA>           < 1 
## 518       7,500-9,999                 100-999           3-5 
## 519              <NA>                    <NA>           < 1 
## 520             0-999                      0          10-20 
## 521     10,000-14,999                 100-999           1-2 
## 522              <NA>                    <NA>           1-2 
## 523     90,000-99,999           10,000-99,999          5-10 
## 524     25,000-29,999                      0            None
## 525     20,000-24,999                      0            1-2 
## 526   200,000-249,999           10,000-99,999           20+ 
## 527   150,000-199,999                      0          10-20 
## 528              <NA>                    <NA>           1-2 
## 529   125,000-149,999           10,000-99,999         10-20 
## 530              <NA>                    <NA>           3-5 
## 531              <NA>                    <NA>           1-2 
## 532   150,000-199,999           10,000-99,999           20+ 
## 533     30,000-39,999           10,000-99,999         10-20 
## 534   150,000-199,999              > 100,000          10-20 
## 535   125,000-149,999           10,000-99,999           3-5 
## 536              <NA>                    <NA>           3-5 
## 537              <NA>                    <NA>           < 1 
## 538       7,500-9,999                      0            None
## 539   125,000-149,999              1000-9,999         10-20 
## 540              <NA>                    <NA>           < 1 
## 541     15,000-19,999                 100-999           3-5 
## 542     60,000-69,999              1000-9,999           3-5 
## 543              <NA>                    <NA>          5-10 
## 544     90,000-99,999           10,000-99,999           1-2 
## 545              <NA>                    <NA>           < 1 
## 546   300,000-500,000           10,000-99,999          5-10 
## 547     40,000-49,999              1000-9,999           1-2 
## 548              <NA>                    <NA>           1-2 
## 549              <NA>                    <NA>           3-5 
## 550   150,000-199,999           10,000-99,999          5-10 
## 551       1,000-1,999              > 100,000            3-5 
## 552     60,000-69,999                      0            3-5 
## 553   100,000-124,999                      0            1-2 
## 554   150,000-199,999                      0          10-20 
## 555     10,000-14,999                      0            1-2 
## 556       4,000-4,999                      0            3-5 
## 557       3,000-3,999              1000-9,999           < 1 
## 558              <NA>                    <NA>           1-2 
## 559     15,000-19,999                      0            < 1 
## 560              <NA>                    <NA>           20+ 
## 561   100,000-124,999              1000-9,999         10-20 
## 562     60,000-69,999              1000-9,999           3-5 
## 563     40,000-49,999                    1-99          5-10 
## 564              <NA>                    <NA>           < 1 
## 565   250,000-299,999           10,000-99,999         10-20 
## 566             0-999                      0            < 1 
## 567   125,000-149,999                      0           5-10 
## 568     40,000-49,999                 100-999           3-5 
## 569             0-999                      0            < 1 
## 570     25,000-29,999                      0            3-5 
## 571              <NA>                    <NA>           < 1 
## 572     50,000-59,999           10,000-99,999           3-5 
## 573             0-999                    1-99           < 1 
## 574     50,000-59,999              > 100,000            20+ 
## 575              <NA>                    <NA>           1-2 
## 576   125,000-149,999                    1-99           < 1 
## 577     50,000-59,999                      0           5-10 
## 578       4,000-4,999              1000-9,999         10-20 
## 579             0-999                 100-999           1-2 
## 580              <NA>                    <NA>           None
## 581       1,000-1,999                    1-99           < 1 
## 582              <NA>                    <NA>           < 1 
## 583     15,000-19,999                 100-999         10-20 
## 584     60,000-69,999                    1-99          5-10 
## 585     90,000-99,999              1000-9,999           1-2 
## 586     10,000-14,999                      0            3-5 
## 587   150,000-199,999              1000-9,999         10-20 
## 588     80,000-89,999              > 100,000            < 1 
## 589              <NA>                    <NA>           3-5 
## 590     70,000-79,999              1000-9,999         10-20 
## 591              <NA>                    <NA>           < 1 
## 592     30,000-39,999              1000-9,999         10-20 
## 593              <NA>                    <NA>           1-2 
## 594     50,000-59,999                      0            3-5 
## 595     10,000-14,999              1000-9,999          5-10 
## 596              <NA>                    <NA>           < 1 
## 597              <NA>                    <NA>           1-2 
## 598              <NA>                    <NA>           < 1 
## 599              <NA>                    <NA>           < 1 
## 600              <NA>                    <NA>           < 1 
## 601     25,000-29,999                      0            3-5 
## 602     90,000-99,999              1000-9,999           < 1 
## 603              <NA>                    <NA>           1-2 
## 604              <NA>                    <NA>           None
## 605              <NA>                    <NA>           3-5 
## 606     40,000-49,999                      0           5-10 
## 607             0-999                      0            1-2 
## 608     25,000-29,999           10,000-99,999           3-5 
## 609              <NA>                    <NA>           1-2 
## 610             0-999                 100-999           3-5 
## 611     20,000-24,999           10,000-99,999          5-10 
## 612     60,000-69,999           10,000-99,999           None
## 613              <NA>                    <NA>           < 1 
## 614     30,000-39,999                 100-999         10-20 
## 615       3,000-3,999                      0            None
## 616       2,000-2,999              1000-9,999          5-10 
## 617       5,000-7,499                 100-999           3-5 
## 618   100,000-124,999              > 100,000           5-10 
## 619     50,000-59,999              > 100,000            1-2 
## 620     15,000-19,999           10,000-99,999         10-20 
## 621     30,000-39,999              1000-9,999           3-5 
## 622              <NA>                    <NA>           1-2 
## 623   150,000-199,999                 100-999           3-5 
## 624              <NA>                    <NA>           1-2 
## 625       7,500-9,999                    1-99           3-5 
## 626     10,000-14,999                    1-99           3-5 
## 627       1,000-1,999                 100-999           None
## 628              <NA>                    <NA>           < 1 
## 629     60,000-69,999                      0           5-10 
## 630     25,000-29,999                    1-99           1-2 
## 631     50,000-59,999              1000-9,999           1-2 
## 632              <NA>                    <NA>           < 1 
## 633     70,000-79,999                      0            3-5 
## 634   200,000-249,999              > 100,000            20+ 
## 635       3,000-3,999                      0            3-5 
## 636     10,000-14,999                 100-999           1-2 
## 637     50,000-59,999              1000-9,999           None
## 638              <NA>                    <NA>           20+ 
## 639              <NA>                    <NA>           1-2 
## 640              <NA>                    <NA>           1-2 
## 641   125,000-149,999              1000-9,999         10-20 
## 642              <NA>                    <NA>           1-2 
## 643     90,000-99,999                      0            3-5 
## 644   125,000-149,999           10,000-99,999          5-10 
## 645     60,000-69,999              1000-9,999          5-10 
## 646              <NA>                    <NA>           1-2 
## 647              <NA>                    <NA>           < 1 
## 648             0-999                    1-99           3-5 
## 649     25,000-29,999                 100-999          5-10 
## 650     80,000-89,999                 100-999           3-5 
## 651              <NA>                    <NA>           < 1 
## 652              <NA>                    <NA>           < 1 
## 653   100,000-124,999              > 100,000          10-20 
## 654              <NA>                    <NA>           3-5 
## 655     30,000-39,999                      0            < 1 
## 656     10,000-14,999              1000-9,999           1-2 
## 657     15,000-19,999                      0            < 1 
## 658       4,000-4,999              1000-9,999          5-10 
## 659              <NA>                    <NA>           1-2 
## 660     25,000-29,999                      0            1-2 
## 661       7,500-9,999                      0            1-2 
## 662              <NA>                    <NA>           1-2 
## 663   200,000-249,999              > 100,000            1-2 
## 664              <NA>                    <NA>          5-10 
## 665   125,000-149,999              > 100,000            3-5 
## 666     10,000-14,999                 100-999           < 1 
## 667              <NA>                    <NA>           None
## 668              <NA>                    <NA>          5-10 
## 669     60,000-69,999                      0            3-5 
## 670              <NA>                    <NA>           < 1 
## 671     40,000-49,999              1000-9,999         10-20 
## 672              <NA>                    <NA>           < 1 
## 673   150,000-199,999              1000-9,999           None
## 674             0-999                 100-999           < 1 
## 675   150,000-199,999              > 100,000          10-20 
## 676     40,000-49,999                      0            3-5 
## 677             0-999                      0            None
## 678              <NA>                    <NA>           1-2 
## 679              <NA>                    <NA>           < 1 
## 680             0-999                    1-99           None
## 681     30,000-39,999                      0           5-10 
## 682     60,000-69,999              > 100,000          10-20 
## 683     50,000-59,999                      0            3-5 
## 684   125,000-149,999           10,000-99,999         10-20 
## 685              <NA>                    <NA>           < 1 
## 686              <NA>                    <NA>           1-2 
## 687     70,000-79,999           10,000-99,999           3-5 
## 688              <NA>                    <NA>           < 1 
## 689             0-999                      0            < 1 
## 690     80,000-89,999                    1-99           3-5 
## 691             0-999              1000-9,999           < 1 
## 692       3,000-3,999           10,000-99,999           < 1 
## 693             0-999              1000-9,999           1-2 
## 694     20,000-24,999           10,000-99,999           < 1 
## 695       1,000-1,999                    1-99           3-5 
## 696              <NA>                    <NA>           < 1 
## 697     70,000-79,999           10,000-99,999           20+ 
## 698       5,000-7,499              1000-9,999           3-5 
## 699     70,000-79,999                      0           5-10 
## 700     70,000-79,999                 100-999         10-20 
## 701   100,000-124,999              > 100,000            3-5 
## 702              <NA>                    <NA>          5-10 
## 703              <NA>                    <NA>           < 1 
## 704     10,000-14,999                 100-999           1-2 
## 705   200,000-249,999                      0           5-10 
## 706     15,000-19,999                      0            1-2 
## 707   100,000-124,999              1000-9,999           3-5 
## 708     80,000-89,999           10,000-99,999         10-20 
## 709              <NA>                    <NA>           < 1 
## 710              <NA>                    <NA>           1-2 
## 711       5,000-7,499                 100-999           3-5 
## 712     60,000-69,999                      0            3-5 
## 713             0-999                    1-99           3-5 
## 714             0-999                      0            < 1 
## 715              <NA>                    <NA>           None
## 716     60,000-69,999              > 100,000            3-5 
## 717       1,000-1,999                 100-999           1-2 
## 718              <NA>                    <NA>           < 1 
## 719              <NA>                    <NA>           20+ 
## 720       3,000-3,999                 100-999         10-20 
## 721       2,000-2,999                      0            < 1 
## 722              <NA>                    <NA>           < 1 
## 723              <NA>                    <NA>           3-5 
## 724     90,000-99,999           10,000-99,999           3-5 
## 725     15,000-19,999                      0            None
## 726       1,000-1,999                    1-99           1-2 
## 727   125,000-149,999                 100-999           3-5 
## 728     50,000-59,999                    1-99          5-10 
## 729   150,000-199,999                 100-999          5-10 
## 730              <NA>                    <NA>           < 1 
## 731     50,000-59,999                      0           5-10 
## 732              <NA>                    <NA>           < 1 
## 733       7,500-9,999                    1-99           < 1 
## 734     70,000-79,999           10,000-99,999           3-5 
## 735       5,000-7,499                 100-999           1-2 
## 736       5,000-7,499           10,000-99,999           1-2 
## 737   100,000-124,999                      0           5-10 
## 738              <NA>                    <NA>           1-2 
## 739              <NA>                    <NA>           3-5 
## 740     30,000-39,999              > 100,000            1-2 
## 741     25,000-29,999                 100-999           3-5 
## 742              <NA>                    <NA>           1-2 
## 743     40,000-49,999                      0            1-2 
## 744     15,000-19,999                 100-999           1-2 
## 745       2,000-2,999                      0            < 1 
## 746   150,000-199,999                      0           5-10 
## 747              <NA>                    <NA>           < 1 
## 748              <NA>                    <NA>          5-10 
## 749     40,000-49,999              > 100,000            3-5 
## 750     10,000-14,999              1000-9,999           1-2 
## 751   125,000-149,999              1000-9,999           20+ 
## 752              <NA>                    <NA>           < 1 
## 753       1,000-1,999                    1-99           < 1 
## 754     60,000-69,999                 100-999           < 1 
## 755   100,000-124,999                      0           5-10 
## 756     50,000-59,999                      0          10-20 
## 757             0-999                      0            None
## 758       7,500-9,999                      0            1-2 
## 759       1,000-1,999                      0            3-5 
## 760     25,000-29,999                      0            < 1 
## 761     10,000-14,999           10,000-99,999           3-5 
## 762         > 500,000              > 100,000          10-20 
## 763   125,000-149,999              > 100,000            1-2 
## 764         > 500,000              > 100,000          10-20 
## 765     70,000-79,999                      0            < 1 
## 766     20,000-24,999           10,000-99,999           3-5 
## 767   100,000-124,999              1000-9,999           1-2 
## 768   125,000-149,999                      0           5-10 
## 769       1,000-1,999                      0            None
## 770     15,000-19,999              1000-9,999           1-2 
## 771     10,000-14,999                      0            1-2 
## 772   125,000-149,999           10,000-99,999           3-5 
## 773             0-999                      0            < 1 
## 774     10,000-14,999           10,000-99,999           3-5 
## 775              <NA>                    <NA>           1-2 
## 776              <NA>                    <NA>           < 1 
## 777     30,000-39,999                      0            < 1 
## 778     25,000-29,999                      0            < 1 
## 779              <NA>                    <NA>           3-5 
## 780     40,000-49,999              1000-9,999         10-20 
## 781              <NA>                    <NA>           1-2 
## 782   125,000-149,999                 100-999          5-10 
## 783     25,000-29,999                      0            1-2 
## 784     15,000-19,999           10,000-99,999           1-2 
## 785              <NA>                    <NA>           < 1 
## 786       7,500-9,999              1000-9,999          5-10 
## 787              <NA>                    <NA>           < 1 
## 788              <NA>                    <NA>           3-5 
## 789     40,000-49,999           10,000-99,999          5-10 
## 790   125,000-149,999           10,000-99,999          5-10 
## 791              <NA>                    <NA>           < 1 
## 792     10,000-14,999                 100-999           < 1 
## 793     50,000-59,999                      0           5-10 
## 794              <NA>                    <NA>           3-5 
## 795     50,000-59,999                    1-99         10-20 
## 796     30,000-39,999                 100-999          5-10 
## 797     20,000-24,999              > 100,000            3-5 
## 798              <NA>                    <NA>           < 1 
## 799             0-999              1000-9,999         10-20 
## 800   100,000-124,999              1000-9,999           < 1 
## 801     25,000-29,999                      0            < 1 
## 802     20,000-24,999                 100-999         10-20 
## 803     40,000-49,999                    1-99          5-10 
## 804   100,000-124,999                      0           5-10 
## 805     40,000-49,999                      0            1-2 
## 806     25,000-29,999                      0            3-5 
## 807     70,000-79,999           10,000-99,999           1-2 
## 808     10,000-14,999              1000-9,999           1-2 
## 809       7,500-9,999                    1-99           < 1 
## 810     60,000-69,999              1000-9,999           3-5 
## 811       1,000-1,999                      0            < 1 
## 812              <NA>                    <NA>           None
## 813              <NA>                    <NA>           < 1 
## 814     70,000-79,999                      0            3-5 
## 815       2,000-2,999              1000-9,999           1-2 
## 816              <NA>                    <NA>           < 1 
## 817     70,000-79,999              1000-9,999           3-5 
## 818   250,000-299,999           10,000-99,999          5-10 
## 819              <NA>                    <NA>          5-10 
## 820     80,000-89,999                      0           5-10 
## 821              <NA>                    <NA>           None
## 822       2,000-2,999                 100-999           None
## 823     50,000-59,999                      0          10-20 
## 824     50,000-59,999                      0            3-5 
## 825     40,000-49,999                      0           5-10 
## 826   150,000-199,999              > 100,000            3-5 
## 827     25,000-29,999                    1-99           < 1 
## 828     80,000-89,999              > 100,000            3-5 
## 829   100,000-124,999                 100-999           3-5 
## 830         > 500,000              > 100,000          10-20 
## 831       5,000-7,499                 100-999           < 1 
## 832   150,000-199,999                      0           5-10 
## 833             0-999                 100-999           3-5 
## 834       5,000-7,499           10,000-99,999          5-10 
## 835             0-999                    1-99           < 1 
## 836              <NA>                    <NA>           1-2 
## 837              <NA>                    <NA>           1-2 
## 838             0-999                      0            1-2 
## 839     25,000-29,999                      0            < 1 
## 840   200,000-249,999              > 100,000            20+ 
## 841     25,000-29,999                      0           5-10 
## 842              <NA>                    <NA>           < 1 
## 843             0-999              1000-9,999           < 1 
## 844     30,000-39,999                      0            < 1 
## 845     25,000-29,999              1000-9,999           3-5 
## 846              <NA>                    <NA>          5-10 
## 847       1,000-1,999                 100-999           < 1 
## 848   100,000-124,999              > 100,000            3-5 
## 849              <NA>                    <NA>           < 1 
## 850     40,000-49,999                 100-999          5-10 
## 851     10,000-14,999                    1-99           3-5 
## 852     60,000-69,999           10,000-99,999           1-2 
## 853   125,000-149,999           10,000-99,999         10-20 
## 854   125,000-149,999           10,000-99,999           20+ 
## 855     30,000-39,999           10,000-99,999          5-10 
## 856             0-999                      0            None
## 857   100,000-124,999           10,000-99,999           20+ 
## 858              <NA>                    <NA>           3-5 
## 859              <NA>                    <NA>           None
## 860              <NA>                    <NA>           None
## 861              <NA>                    <NA>           3-5 
## 862              <NA>                    <NA>           < 1 
## 863       5,000-7,499                      0            1-2 
## 864   125,000-149,999                      0            3-5 
## 865     60,000-69,999                 100-999          5-10 
## 866       1,000-1,999              1000-9,999           3-5 
## 867       5,000-7,499                    1-99           1-2 
## 868              <NA>                    <NA>           1-2 
## 869              <NA>                    <NA>           < 1 
## 870              <NA>                    <NA>           3-5 
## 871       2,000-2,999              1000-9,999           1-2 
## 872     60,000-69,999                 100-999          5-10 
## 873       4,000-4,999              1000-9,999          5-10 
## 874              <NA>                    <NA>           < 1 
## 875   200,000-249,999                      0            3-5 
## 876     15,000-19,999                 100-999           1-2 
## 877     20,000-24,999              1000-9,999           3-5 
## 878       7,500-9,999                      0            < 1 
## 879       5,000-7,499                 100-999           < 1 
## 880       5,000-7,499              > 100,000            None
## 881              <NA>                    <NA>           < 1 
## 882       3,000-3,999                      0            1-2 
## 883     70,000-79,999              1000-9,999           1-2 
## 884              <NA>                    <NA>           3-5 
## 885              <NA>                    <NA>           < 1 
## 886   125,000-149,999                      0          10-20 
## 887     50,000-59,999                      0            3-5 
## 888              <NA>                    <NA>           < 1 
## 889              <NA>                    <NA>           1-2 
## 890             0-999                      0            3-5 
## 891   150,000-199,999           10,000-99,999          5-10 
## 892     60,000-69,999           10,000-99,999          5-10 
## 893     25,000-29,999              1000-9,999         10-20 
## 894     30,000-39,999                      0            < 1 
## 895     60,000-69,999              1000-9,999         10-20 
## 896              <NA>                    <NA>           < 1 
## 897              <NA>                    <NA>           3-5 
## 898             0-999                      0            None
## 899       5,000-7,499                 100-999           1-2 
## 900       3,000-3,999                      0            None
## 901              <NA>                    <NA>          5-10 
## 902              <NA>                    <NA>           1-2 
## 903   100,000-124,999           10,000-99,999           3-5 
## 904       4,000-4,999                      0            < 1 
## 905     10,000-14,999                 100-999           3-5 
## 906   125,000-149,999           10,000-99,999         10-20 
## 907       7,500-9,999              > 100,000            1-2 
## 908     20,000-24,999                      0            1-2 
## 909              <NA>                    <NA>           < 1 
## 910   125,000-149,999              1000-9,999           3-5 
## 911   100,000-124,999                      0            < 1 
## 912     30,000-39,999              > 100,000            1-2 
## 913              <NA>                    <NA>           1-2 
## 914     15,000-19,999                    1-99           1-2 
## 915     20,000-24,999                 100-999           1-2 
## 916   100,000-124,999              > 100,000            3-5 
## 917     80,000-89,999                 100-999           1-2 
## 918     30,000-39,999           10,000-99,999           None
## 919     80,000-89,999                      0            1-2 
## 920              <NA>                    <NA>           < 1 
## 921              <NA>                    <NA>           3-5 
## 922              <NA>                    <NA>           < 1 
## 923       2,000-2,999                    1-99           < 1 
## 924              <NA>                    <NA>           3-5 
## 925       5,000-7,499                 100-999           < 1 
## 926              <NA>                    <NA>           None
## 927              <NA>                    <NA>           1-2 
## 928             0-999                 100-999           3-5 
## 929   125,000-149,999           10,000-99,999         10-20 
## 930             0-999                    1-99           3-5 
## 931              <NA>                    <NA>           < 1 
## 932              <NA>                    <NA>           < 1 
## 933              <NA>                    <NA>           < 1 
## 934             0-999                 100-999          5-10 
## 935     40,000-49,999              1000-9,999           1-2 
## 936              <NA>                    <NA>           3-5 
## 937     30,000-39,999                 100-999          5-10 
## 938       1,000-1,999                      0            20+ 
## 939              <NA>                    <NA>           1-2 
## 940   100,000-124,999              > 100,000           5-10 
## 941     30,000-39,999                      0            < 1 
## 942       1,000-1,999                    1-99          5-10 
## 943   300,000-500,000              > 100,000          10-20 
## 944   150,000-199,999           10,000-99,999         10-20 
## 945     70,000-79,999                      0            3-5 
## 946     20,000-24,999                 100-999           3-5 
## 947              <NA>                    <NA>           < 1 
## 948     70,000-79,999                      0          10-20 
## 949             0-999                 100-999           < 1 
## 950             0-999                 100-999           1-2 
## 951     30,000-39,999           10,000-99,999           1-2 
## 952              <NA>                    <NA>           < 1 
## 953       2,000-2,999                      0           5-10 
## 954   100,000-124,999           10,000-99,999           3-5 
## 955     20,000-24,999                 100-999          5-10 
## 956     70,000-79,999              1000-9,999          5-10 
## 957       3,000-3,999                    1-99           3-5 
## 958              <NA>                    <NA>         10-20 
## 959              <NA>                    <NA>           3-5 
## 960       5,000-7,499                    1-99           1-2 
## 961             0-999              1000-9,999           < 1 
## 962             0-999                 100-999           3-5 
## 963     10,000-14,999                 100-999           < 1 
## 964              <NA>                    <NA>           < 1 
## 965     25,000-29,999           10,000-99,999          5-10 
## 966   150,000-199,999              > 100,000           5-10 
## 967     30,000-39,999                    1-99           3-5 
## 968              <NA>                    <NA>           1-2 
## 969             0-999                      0            1-2 
## 970     30,000-39,999                      0            1-2 
## 971             0-999              1000-9,999           < 1 
## 972   250,000-299,999                      0            20+ 
## 973   300,000-500,000           10,000-99,999           20+ 
## 974              <NA>                    <NA>           1-2 
## 975   100,000-124,999           10,000-99,999         10-20 
## 976       4,000-4,999                    1-99           1-2 
## 977   125,000-149,999              > 100,000          10-20 
## 978       1,000-1,999                      0            None
## 979              <NA>                    <NA>           < 1 
## 980              <NA>                    <NA>           1-2 
## 981              <NA>                    <NA>           None
## 982   150,000-199,999                      0            1-2 
## 983              <NA>                    <NA>           1-2 
## 984   100,000-124,999                      0            3-5 
## 985   250,000-299,999              > 100,000            1-2 
## 986              <NA>                    <NA>           < 1 
## 987     70,000-79,999                      0            1-2 
## 988     25,000-29,999              1000-9,999          5-10 
## 989       5,000-7,499                      0            1-2 
## 990     10,000-14,999              1000-9,999           1-2 
## 991   100,000-124,999                      0            20+ 
## 992   125,000-149,999           10,000-99,999           20+ 
## 993     25,000-29,999                    1-99           1-2 
## 994     80,000-89,999              1000-9,999           3-5 
## 995             0-999                 100-999           3-5 
## 996     15,000-19,999                 100-999           < 1 
## 997             0-999                 100-999          5-10 
## 998              <NA>                    <NA>           < 1 
## 999     30,000-39,999           10,000-99,999           3-5 
## 1000             <NA>                    <NA>           None
## 1001    40,000-49,999              1000-9,999          5-10 
## 1002    80,000-89,999                      0            3-5 
## 1003             <NA>                    <NA>           < 1 
## 1004      1,000-1,999                 100-999           1-2 
## 1005            0-999                    1-99           1-2 
## 1006    30,000-39,999                 100-999           3-5 
## 1007      7,500-9,999              1000-9,999           3-5 
## 1008    20,000-24,999                      0            1-2 
## 1009    60,000-69,999                      0            1-2 
## 1010             <NA>                    <NA>           None
## 1011    10,000-14,999                      0            1-2 
## 1012  150,000-199,999              > 100,000            3-5 
## 1013             <NA>                    <NA>          5-10 
## 1014    90,000-99,999           10,000-99,999          5-10 
## 1015  125,000-149,999           10,000-99,999          5-10 
## 1016    80,000-89,999              > 100,000            < 1 
## 1017    30,000-39,999                    1-99           1-2 
## 1018      1,000-1,999                      0            1-2 
## 1019  150,000-199,999              > 100,000          10-20 
## 1020            0-999                      0           5-10 
## 1021    50,000-59,999           10,000-99,999         10-20 
## 1022  150,000-199,999              > 100,000          10-20 
## 1023    15,000-19,999              1000-9,999           3-5 
## 1024    20,000-24,999           10,000-99,999           3-5 
## 1025      3,000-3,999                 100-999           3-5 
## 1026             <NA>                    <NA>           1-2 
## 1027    50,000-59,999                 100-999           3-5 
## 1028  250,000-299,999              1000-9,999         10-20 
## 1029  100,000-124,999                 100-999           < 1 
## 1030            0-999                      0            3-5 
## 1031    25,000-29,999                    1-99          5-10 
## 1032             <NA>                    <NA>           1-2 
## 1033            0-999                 100-999           1-2 
## 1034    60,000-69,999                      0            3-5 
## 1035  150,000-199,999              > 100,000            None
## 1036    70,000-79,999                      0            3-5 
## 1037            0-999                      0            < 1 
## 1038    15,000-19,999                      0            None
## 1039    15,000-19,999                      0          10-20 
## 1040    70,000-79,999              1000-9,999           1-2 
## 1041    90,000-99,999              1000-9,999           20+ 
## 1042    40,000-49,999           10,000-99,999         10-20 
## 1043      4,000-4,999                 100-999           3-5 
## 1044  200,000-249,999                      0          10-20 
## 1045  125,000-149,999           10,000-99,999           < 1 
## 1046             <NA>                    <NA>           None
## 1047    25,000-29,999                 100-999           1-2 
## 1048    30,000-39,999                      0            < 1 
## 1049      5,000-7,499                      0            None
## 1050      5,000-7,499                      0            None
## 1051  125,000-149,999              1000-9,999          5-10 
## 1052             <NA>                    <NA>           3-5 
## 1053            0-999                    1-99           < 1 
## 1054  100,000-124,999                      0            3-5 
## 1055    15,000-19,999           10,000-99,999           < 1 
## 1056            0-999                 100-999           < 1 
## 1057    25,000-29,999                      0           5-10 
## 1058  125,000-149,999              1000-9,999           3-5 
## 1059             <NA>                    <NA>           3-5 
## 1060      5,000-7,499                      0            1-2 
## 1061    40,000-49,999                 100-999          5-10 
## 1062    50,000-59,999                 100-999          5-10 
## 1063             <NA>                    <NA>           < 1 
## 1064      5,000-7,499                      0            < 1 
## 1065            0-999                 100-999           1-2 
## 1066    20,000-24,999           10,000-99,999           1-2 
## 1067             <NA>                    <NA>          5-10 
## 1068    40,000-49,999                      0            3-5 
## 1069    90,000-99,999              1000-9,999           3-5 
## 1070  125,000-149,999              > 100,000            1-2 
## 1071    50,000-59,999                      0            1-2 
## 1072    70,000-79,999              > 100,000            1-2 
## 1073             <NA>                    <NA>           3-5 
## 1074    25,000-29,999                      0            < 1 
## 1075      2,000-2,999              1000-9,999           < 1 
## 1076             <NA>                    <NA>           < 1 
## 1077  150,000-199,999              > 100,000           5-10 
## 1078             <NA>                    <NA>           < 1 
## 1079    15,000-19,999                    1-99           < 1 
## 1080    30,000-39,999                      0           5-10 
## 1081  150,000-199,999                    1-99          5-10 
## 1082             <NA>                    <NA>           3-5 
## 1083    80,000-89,999              1000-9,999          5-10 
## 1084    20,000-24,999                 100-999           1-2 
## 1085    30,000-39,999                 100-999           3-5 
## 1086    40,000-49,999                 100-999           < 1 
## 1087    15,000-19,999                      0            < 1 
## 1088             <NA>                    <NA>           3-5 
## 1089            0-999                    1-99           < 1 
## 1090            0-999                 100-999           < 1 
## 1091    10,000-14,999                    1-99           3-5 
## 1092             <NA>                    <NA>           < 1 
## 1093    90,000-99,999                 100-999           3-5 
## 1094             <NA>                    <NA>           3-5 
## 1095    20,000-24,999                 100-999           1-2 
## 1096    15,000-19,999              1000-9,999           3-5 
## 1097    10,000-14,999                      0            1-2 
## 1098  100,000-124,999           10,000-99,999          5-10 
## 1099             <NA>                    <NA>           < 1 
## 1100    10,000-14,999                    1-99           3-5 
## 1101  125,000-149,999              1000-9,999           3-5 
## 1102    50,000-59,999                      0            1-2 
## 1103  150,000-199,999           10,000-99,999         10-20 
## 1104    70,000-79,999                      0           5-10 
## 1105    10,000-14,999              1000-9,999           < 1 
## 1106             <NA>                    <NA>           < 1 
## 1107    50,000-59,999                      0           5-10 
## 1108      1,000-1,999              1000-9,999           3-5 
## 1109    30,000-39,999              1000-9,999          5-10 
## 1110             <NA>                    <NA>           1-2 
## 1111    80,000-89,999              1000-9,999           3-5 
## 1112    20,000-24,999                 100-999           3-5 
## 1113      1,000-1,999                 100-999           None
## 1114             <NA>                    <NA>           1-2 
## 1115             <NA>                    <NA>           < 1 
## 1116            0-999                    1-99           < 1 
## 1117    60,000-69,999           10,000-99,999          5-10 
## 1118  100,000-124,999           10,000-99,999           None
## 1119    50,000-59,999                 100-999           3-5 
## 1120  125,000-149,999              1000-9,999           1-2 
## 1121  100,000-124,999                      0           5-10 
## 1122             <NA>                    <NA>           1-2 
## 1123      7,500-9,999              1000-9,999           1-2 
## 1124    30,000-39,999                      0            20+ 
## 1125    60,000-69,999                      0            3-5 
## 1126    20,000-24,999                 100-999           3-5 
## 1127    80,000-89,999              1000-9,999          5-10 
## 1128    70,000-79,999                    1-99           1-2 
## 1129    20,000-24,999                      0          10-20 
## 1130  125,000-149,999                      0            3-5 
## 1131  150,000-199,999                      0          10-20 
## 1132            0-999                      0            3-5 
## 1133  125,000-149,999                      0            1-2 
## 1134             <NA>                    <NA>           1-2 
## 1135  125,000-149,999              > 100,000            3-5 
## 1136            0-999                    1-99           < 1 
## 1137             <NA>                    <NA>           1-2 
## 1138    10,000-14,999                      0            1-2 
## 1139    70,000-79,999              > 100,000            1-2 
## 1140  125,000-149,999              1000-9,999           3-5 
## 1141      7,500-9,999                 100-999           3-5 
## 1142    30,000-39,999              1000-9,999          5-10 
## 1143             <NA>                    <NA>           None
## 1144    25,000-29,999              1000-9,999           20+ 
## 1145      2,000-2,999              1000-9,999           1-2 
## 1146    20,000-24,999              > 100,000            3-5 
## 1147             <NA>                    <NA>           < 1 
## 1148             <NA>                    <NA>           1-2 
## 1149    70,000-79,999                    1-99           3-5 
## 1150            0-999                      0          10-20 
## 1151             <NA>                    <NA>          5-10 
## 1152    80,000-89,999           10,000-99,999           3-5 
## 1153  200,000-249,999              1000-9,999           1-2 
## 1154    90,000-99,999           10,000-99,999           3-5 
## 1155    15,000-19,999                      0          10-20 
## 1156    10,000-14,999                    1-99           < 1 
## 1157  125,000-149,999                 100-999          5-10 
## 1158      5,000-7,499                    1-99           1-2 
## 1159      7,500-9,999                 100-999           3-5 
## 1160    70,000-79,999                      0            3-5 
## 1161    30,000-39,999                      0            1-2 
## 1162             <NA>                    <NA>          5-10 
## 1163    20,000-24,999              1000-9,999           3-5 
## 1164  125,000-149,999                    1-99         10-20 
## 1165             <NA>                    <NA>           < 1 
## 1166             <NA>                    <NA>           1-2 
## 1167             <NA>                    <NA>           1-2 
## 1168             <NA>                    <NA>           1-2 
## 1169             <NA>                    <NA>           20+ 
## 1170             <NA>                    <NA>          5-10 
## 1171  150,000-199,999              > 100,000            20+ 
## 1172    40,000-49,999                 100-999           3-5 
## 1173    10,000-14,999                      0            1-2 
## 1174             <NA>                    <NA>           1-2 
## 1175  125,000-149,999              1000-9,999           20+ 
## 1176             <NA>                    <NA>           1-2 
## 1177      2,000-2,999                    1-99           < 1 
## 1178      7,500-9,999              1000-9,999           1-2 
## 1179            0-999                 100-999          5-10 
## 1180             <NA>                    <NA>           <NA>
## 1181    20,000-24,999                 100-999           20+ 
## 1182             <NA>                    <NA>           3-5 
## 1183    10,000-14,999                      0            < 1 
## 1184             <NA>                    <NA>           < 1 
## 1185    15,000-19,999              1000-9,999           None
## 1186             <NA>                    <NA>           3-5 
## 1187             <NA>                    <NA>           1-2 
## 1188             <NA>                    <NA>           < 1 
## 1189             <NA>                    <NA>           3-5 
## 1190  200,000-249,999                      0            20+ 
## 1191            0-999                      0            1-2 
## 1192    20,000-24,999                 100-999           3-5 
## 1193             <NA>                    <NA>           1-2 
## 1194    20,000-24,999                 100-999           3-5 
## 1195  125,000-149,999           10,000-99,999          5-10 
## 1196             <NA>                    <NA>           3-5 
## 1197    25,000-29,999                      0            < 1 
## 1198    10,000-14,999                    1-99           1-2 
## 1199  125,000-149,999           10,000-99,999           20+ 
## 1200      5,000-7,499              1000-9,999           < 1 
## 1201      3,000-3,999                      0            < 1 
## 1202    90,000-99,999              1000-9,999         10-20 
## 1203    20,000-24,999              1000-9,999           1-2 
## 1204    30,000-39,999                 100-999           3-5 
## 1205  100,000-124,999                 100-999         10-20 
## 1206    90,000-99,999                      0            1-2 
## 1207             <NA>                    <NA>           < 1 
## 1208    30,000-39,999                    1-99           3-5 
## 1209             <NA>                    <NA>           1-2 
## 1210             <NA>                    <NA>           < 1 
## 1211             <NA>                    <NA>           None
## 1212             <NA>                    <NA>           < 1 
## 1213    40,000-49,999                      0            1-2 
## 1214             <NA>                    <NA>           None
## 1215    70,000-79,999           10,000-99,999           3-5 
## 1216    30,000-39,999                      0            < 1 
## 1217  125,000-149,999              > 100,000            20+ 
## 1218             <NA>                    <NA>           3-5 
## 1219    50,000-59,999           10,000-99,999           3-5 
## 1220  100,000-124,999           10,000-99,999          5-10 
## 1221    70,000-79,999                 100-999           3-5 
## 1222    30,000-39,999                      0            < 1 
## 1223             <NA>                    <NA>           < 1 
## 1224             <NA>                    <NA>           3-5 
## 1225  250,000-299,999              > 100,000          10-20 
## 1226             <NA>                    <NA>           1-2 
## 1227  125,000-149,999                 100-999           20+ 
## 1228             <NA>                    <NA>           < 1 
## 1229      2,000-2,999                      0            1-2 
## 1230            0-999                    1-99           < 1 
## 1231    50,000-59,999              1000-9,999          5-10 
## 1232      3,000-3,999                      0            < 1 
## 1233    90,000-99,999              1000-9,999           1-2 
## 1234  250,000-299,999           10,000-99,999         10-20 
## 1235    60,000-69,999                      0           5-10 
## 1236  100,000-124,999              > 100,000            3-5 
## 1237    30,000-39,999                 100-999           3-5 
## 1238  100,000-124,999                      0          10-20 
## 1239             <NA>                    <NA>           1-2 
## 1240  100,000-124,999              1000-9,999         10-20 
## 1241    20,000-24,999                      0            3-5 
## 1242             <NA>                    <NA>           None
## 1243             <NA>                    <NA>           None
## 1244    70,000-79,999                      0            1-2 
## 1245  150,000-199,999                      0            3-5 
## 1246    25,000-29,999                      0           5-10 
## 1247    15,000-19,999                 100-999           3-5 
## 1248    40,000-49,999                      0            3-5 
## 1249    80,000-89,999              1000-9,999           3-5 
## 1250    20,000-24,999              > 100,000            3-5 
## 1251             <NA>                    <NA>           < 1 
## 1252             <NA>                    <NA>           1-2 
## 1253    20,000-24,999              1000-9,999          5-10 
## 1254    30,000-39,999                    1-99           1-2 
## 1255      4,000-4,999                 100-999           3-5 
## 1256  150,000-199,999           10,000-99,999          5-10 
## 1257            0-999                    1-99           3-5 
## 1258    15,000-19,999                      0            < 1 
## 1259  100,000-124,999                      0           5-10 
## 1260    70,000-79,999                      0            1-2 
## 1261  125,000-149,999           10,000-99,999           1-2 
## 1262    20,000-24,999                      0            < 1 
## 1263      7,500-9,999              1000-9,999           3-5 
## 1264  250,000-299,999              > 100,000            3-5 
## 1265    80,000-89,999              1000-9,999           3-5 
## 1266    60,000-69,999                    1-99           1-2 
## 1267  200,000-249,999              > 100,000            1-2 
## 1268  100,000-124,999              1000-9,999         10-20 
## 1269             <NA>                    <NA>           < 1 
## 1270             <NA>                    <NA>           None
## 1271    70,000-79,999           10,000-99,999           3-5 
## 1272      1,000-1,999              1000-9,999           3-5 
## 1273             <NA>                    <NA>           < 1 
## 1274      2,000-2,999                      0           5-10 
## 1275    70,000-79,999                      0           5-10 
## 1276    20,000-24,999                 100-999           < 1 
## 1277  200,000-249,999              > 100,000          10-20 
## 1278            0-999                    1-99           1-2 
## 1279            0-999           10,000-99,999           1-2 
## 1280            0-999                      0           5-10 
## 1281    80,000-89,999                    1-99         10-20 
## 1282    15,000-19,999                      0            1-2 
## 1283      4,000-4,999                      0            1-2 
## 1284    90,000-99,999           10,000-99,999         10-20 
## 1285      7,500-9,999                    1-99           1-2 
## 1286    50,000-59,999                    1-99           3-5 
## 1287             <NA>                    <NA>           1-2 
## 1288             <NA>                    <NA>           < 1 
## 1289    80,000-89,999              1000-9,999           3-5 
## 1290      5,000-7,499           10,000-99,999          5-10 
## 1291    30,000-39,999                      0           5-10 
## 1292             <NA>                    <NA>           20+ 
## 1293    40,000-49,999              1000-9,999           3-5 
## 1294    40,000-49,999                 100-999          5-10 
## 1295  125,000-149,999              > 100,000           5-10 
## 1296    90,000-99,999           10,000-99,999           None
## 1297    80,000-89,999                      0          10-20 
## 1298    40,000-49,999                      0            3-5 
## 1299  150,000-199,999              > 100,000          10-20 
## 1300    60,000-69,999                      0           5-10 
## 1301    10,000-14,999                    1-99           1-2 
## 1302            0-999                    1-99           < 1 
## 1303    80,000-89,999                      0           5-10 
## 1304  150,000-199,999           10,000-99,999           20+ 
## 1305  100,000-124,999                      0          10-20 
## 1306            0-999                      0            1-2 
## 1307    25,000-29,999                      0            1-2 
## 1308            0-999                    1-99           < 1 
## 1309  100,000-124,999                      0            3-5 
## 1310             <NA>                    <NA>           1-2 
## 1311  100,000-124,999                      0            3-5 
## 1312             <NA>                    <NA>           20+ 
## 1313    20,000-24,999                      0            1-2 
## 1314  100,000-124,999           10,000-99,999           3-5 
## 1315             <NA>                    <NA>          5-10 
## 1316  150,000-199,999              1000-9,999          5-10 
## 1317             <NA>                    <NA>           < 1 
## 1318  200,000-249,999           10,000-99,999           20+ 
## 1319    15,000-19,999                      0            3-5 
## 1320    70,000-79,999                      0          10-20 
## 1321            0-999                    1-99           1-2 
## 1322    30,000-39,999              1000-9,999           < 1 
## 1323  100,000-124,999           10,000-99,999           20+ 
## 1324  125,000-149,999                    1-99         10-20 
## 1325            0-999                    1-99           1-2 
## 1326      7,500-9,999              1000-9,999         10-20 
## 1327            0-999                      0            None
## 1328    20,000-24,999           10,000-99,999           3-5 
## 1329  100,000-124,999                    1-99           3-5 
## 1330  100,000-124,999                      0          10-20 
## 1331             <NA>                    <NA>           < 1 
## 1332    50,000-59,999              > 100,000            3-5 
## 1333    90,000-99,999           10,000-99,999          5-10 
## 1334  300,000-500,000           10,000-99,999         10-20 
## 1335            0-999                      0            3-5 
## 1336    90,000-99,999              > 100,000          10-20 
## 1337             <NA>                    <NA>           3-5 
## 1338  150,000-199,999                      0            20+ 
## 1339  150,000-199,999           10,000-99,999           3-5 
## 1340    40,000-49,999                 100-999           1-2 
## 1341  125,000-149,999              1000-9,999         10-20 
## 1342  125,000-149,999                      0            3-5 
## 1343    40,000-49,999                      0            3-5 
## 1344      1,000-1,999                      0            < 1 
## 1345  100,000-124,999                      0          10-20 
## 1346    10,000-14,999                      0            20+ 
## 1347  200,000-249,999              > 100,000            20+ 
## 1348  100,000-124,999                      0           5-10 
## 1349      3,000-3,999           10,000-99,999          5-10 
## 1350             <NA>                    <NA>           1-2 
## 1351             <NA>                    <NA>           3-5 
## 1352    70,000-79,999                      0            1-2 
## 1353  100,000-124,999           10,000-99,999         10-20 
## 1354    90,000-99,999                 100-999           3-5 
## 1355    90,000-99,999           10,000-99,999           3-5 
## 1356  100,000-124,999                      0           5-10 
## 1357    10,000-14,999                    1-99           3-5 
## 1358      5,000-7,499                    1-99           1-2 
## 1359  100,000-124,999                      0            3-5 
## 1360    70,000-79,999                      0            1-2 
## 1361    40,000-49,999              1000-9,999         10-20 
## 1362    10,000-14,999                      0            < 1 
## 1363  100,000-124,999              > 100,000           5-10 
## 1364             <NA>                    <NA>           < 1 
## 1365    60,000-69,999              1000-9,999          5-10 
## 1366  100,000-124,999                 100-999           1-2 
## 1367    50,000-59,999                    1-99         10-20 
## 1368    10,000-14,999                      0            3-5 
## 1369            0-999                      0            < 1 
## 1370             <NA>                    <NA>           None
## 1371    80,000-89,999                      0            3-5 
## 1372        > 500,000              1000-9,999          5-10 
## 1373    40,000-49,999              1000-9,999           3-5 
## 1374    40,000-49,999                      0            < 1 
## 1375      5,000-7,499                 100-999           None
## 1376    30,000-39,999                    1-99           1-2 
## 1377    30,000-39,999                      0            < 1 
## 1378    60,000-69,999           10,000-99,999          5-10 
## 1379      5,000-7,499                      0            < 1 
## 1380    50,000-59,999              1000-9,999           < 1 
## 1381             <NA>                    <NA>           < 1 
## 1382  150,000-199,999                      0          10-20 
## 1383             <NA>                    <NA>           3-5 
## 1384  150,000-199,999              > 100,000            20+ 
## 1385  300,000-500,000              > 100,000            20+ 
## 1386      7,500-9,999                      0            3-5 
## 1387    10,000-14,999              1000-9,999           None
## 1388    70,000-79,999              1000-9,999         10-20 
## 1389      5,000-7,499              > 100,000            3-5 
## 1390      4,000-4,999                    1-99           < 1 
## 1391             <NA>                    <NA>           < 1 
## 1392             <NA>                    <NA>           < 1 
## 1393             <NA>                    <NA>           1-2 
## 1394            0-999                      0            < 1 
## 1395    20,000-24,999                 100-999           3-5 
## 1396             <NA>                    <NA>           < 1 
## 1397            0-999                      0            1-2 
## 1398      1,000-1,999                 100-999           < 1 
## 1399             <NA>                    <NA>           < 1 
## 1400             <NA>                    <NA>           1-2 
## 1401  100,000-124,999              > 100,000           5-10 
## 1402             <NA>                    <NA>           1-2 
## 1403    90,000-99,999              1000-9,999           3-5 
## 1404    15,000-19,999              1000-9,999           3-5 
## 1405             <NA>                    <NA>           < 1 
## 1406    20,000-24,999              1000-9,999           < 1 
## 1407    15,000-19,999                      0            < 1 
## 1408             <NA>                    <NA>           1-2 
## 1409    60,000-69,999                 100-999         10-20 
## 1410  150,000-199,999                      0           5-10 
## 1411    25,000-29,999              > 100,000            < 1 
## 1412             <NA>                    <NA>           < 1 
## 1413            0-999                      0            < 1 
## 1414    30,000-39,999              > 100,000            3-5 
## 1415    10,000-14,999                      0            None
## 1416    10,000-14,999                      0           5-10 
## 1417    10,000-14,999              1000-9,999           3-5 
## 1418    60,000-69,999                      0          10-20 
## 1419    70,000-79,999                      0           5-10 
## 1420    25,000-29,999              1000-9,999          5-10 
## 1421    50,000-59,999              > 100,000           5-10 
## 1422            0-999              > 100,000          10-20 
## 1423    90,000-99,999                      0            < 1 
## 1424    70,000-79,999                      0          10-20 
## 1425    50,000-59,999                 100-999           3-5 
## 1426             <NA>                    <NA>           < 1 
## 1427    10,000-14,999           10,000-99,999           1-2 
## 1428    20,000-24,999                 100-999           1-2 
## 1429             <NA>                    <NA>           < 1 
## 1430  150,000-199,999                 100-999         10-20 
## 1431  100,000-124,999                 100-999           20+ 
## 1432  150,000-199,999                      0            3-5 
## 1433  100,000-124,999           10,000-99,999          5-10 
## 1434    50,000-59,999                 100-999         10-20 
## 1435             <NA>                    <NA>           None
## 1436  100,000-124,999              > 100,000            20+ 
## 1437      3,000-3,999              1000-9,999           < 1 
## 1438             <NA>                    <NA>           1-2 
## 1439             <NA>                    <NA>           1-2 
## 1440    25,000-29,999                      0           5-10 
## 1441             <NA>                    <NA>           1-2 
## 1442  100,000-124,999                      0            3-5 
## 1443    70,000-79,999           10,000-99,999           3-5 
## 1444    10,000-14,999                      0            1-2 
## 1445             <NA>                    <NA>           1-2 
## 1446             <NA>                    <NA>           < 1 
## 1447    15,000-19,999                      0            1-2 
## 1448            0-999                    1-99           3-5 
## 1449    30,000-39,999                 100-999           3-5 
## 1450      3,000-3,999                 100-999           1-2 
## 1451             <NA>                    <NA>           1-2 
## 1452    90,000-99,999                      0           5-10 
## 1453  150,000-199,999              > 100,000           5-10 
## 1454  100,000-124,999              > 100,000          10-20 
## 1455      4,000-4,999                      0            < 1 
## 1456             <NA>                    <NA>           < 1 
## 1457             <NA>                    <NA>           1-2 
## 1458  300,000-500,000           10,000-99,999          5-10 
## 1459    90,000-99,999              1000-9,999           < 1 
## 1460      5,000-7,499                      0            None
## 1461    60,000-69,999              1000-9,999           < 1 
## 1462  150,000-199,999              > 100,000           5-10 
## 1463             <NA>                    <NA>           < 1 
## 1464    50,000-59,999                      0           5-10 
## 1465  150,000-199,999           10,000-99,999         10-20 
## 1466      3,000-3,999                      0            1-2 
## 1467             <NA>                    <NA>           1-2 
## 1468  125,000-149,999                      0            None
## 1469    30,000-39,999              1000-9,999           1-2 
## 1470    80,000-89,999           10,000-99,999          5-10 
## 1471  150,000-199,999              > 100,000            20+ 
## 1472    70,000-79,999              1000-9,999         10-20 
## 1473            0-999                    1-99          5-10 
## 1474    40,000-49,999           10,000-99,999           3-5 
## 1475    10,000-14,999              1000-9,999           3-5 
## 1476    90,000-99,999                      0           5-10 
## 1477             <NA>                    <NA>           < 1 
## 1478    20,000-24,999              1000-9,999           1-2 
## 1479  100,000-124,999                      0            3-5 
## 1480  150,000-199,999                      0            20+ 
## 1481    40,000-49,999                      0            None
## 1482    80,000-89,999              > 100,000            20+ 
## 1483    90,000-99,999           10,000-99,999          5-10 
## 1484             <NA>                    <NA>           1-2 
## 1485  200,000-249,999              > 100,000          10-20 
## 1486            0-999                 100-999           1-2 
## 1487    10,000-14,999                    1-99           1-2 
## 1488             <NA>                    <NA>           < 1 
## 1489      3,000-3,999                      0            None
## 1490    30,000-39,999              1000-9,999          5-10 
## 1491             <NA>                    <NA>           < 1 
## 1492  100,000-124,999                 100-999          5-10 
## 1493    50,000-59,999              > 100,000            3-5 
## 1494    10,000-14,999                      0            1-2 
## 1495  300,000-500,000              > 100,000            20+ 
## 1496             <NA>                    <NA>           3-5 
## 1497             <NA>                    <NA>           < 1 
## 1498             <NA>                    <NA>           1-2 
## 1499    30,000-39,999              1000-9,999           3-5 
## 1500             <NA>                    <NA>           1-2 
## 1501             <NA>                    <NA>           1-2 
## 1502  250,000-299,999                 100-999           20+ 
## 1503    60,000-69,999                      0            3-5 
## 1504      4,000-4,999                      0            < 1 
## 1505             <NA>                    <NA>           < 1 
## 1506    50,000-59,999                 100-999           1-2 
## 1507    60,000-69,999              1000-9,999           3-5 
## 1508    90,000-99,999           10,000-99,999         10-20 
## 1509    60,000-69,999              1000-9,999          5-10 
## 1510    40,000-49,999                 100-999           3-5 
## 1511      4,000-4,999                      0            3-5 
## 1512             <NA>                    <NA>           3-5 
## 1513            0-999              1000-9,999          5-10 
## 1514  100,000-124,999                      0            1-2 
## 1515            0-999              > 100,000            3-5 
## 1516            0-999                      0            3-5 
## 1517    40,000-49,999                    1-99           1-2 
## 1518    15,000-19,999                 100-999           3-5 
## 1519    90,000-99,999                 100-999           3-5 
## 1520    80,000-89,999                      0            < 1 
## 1521            0-999              1000-9,999           None
## 1522  150,000-199,999           10,000-99,999           20+ 
## 1523    90,000-99,999                      0          10-20 
## 1524      3,000-3,999                      0            1-2 
## 1525    80,000-89,999                      0           5-10 
## 1526    50,000-59,999                      0            3-5 
## 1527  125,000-149,999              1000-9,999           3-5 
## 1528    70,000-79,999              > 100,000            3-5 
## 1529             <NA>                    <NA>           < 1 
## 1530      2,000-2,999              1000-9,999           < 1 
## 1531      1,000-1,999                 100-999          5-10 
## 1532    60,000-69,999                 100-999           < 1 
## 1533    15,000-19,999              1000-9,999           20+ 
## 1534    30,000-39,999           10,000-99,999           1-2 
## 1535  100,000-124,999           10,000-99,999         10-20 
## 1536    70,000-79,999              1000-9,999           3-5 
## 1537    10,000-14,999                      0            3-5 
## 1538             <NA>                    <NA>          5-10 
## 1539      1,000-1,999                 100-999           < 1 
## 1540    10,000-14,999                 100-999           3-5 
## 1541    20,000-24,999              1000-9,999         10-20 
## 1542  150,000-199,999              > 100,000            < 1 
## 1543    20,000-24,999              1000-9,999           3-5 
## 1544    50,000-59,999              1000-9,999           1-2 
## 1545    70,000-79,999              1000-9,999          5-10 
## 1546             <NA>                    <NA>           None
## 1547    15,000-19,999              1000-9,999           20+ 
## 1548  200,000-249,999              > 100,000           5-10 
## 1549             <NA>                    <NA>           1-2 
## 1550      2,000-2,999                      0            < 1 
## 1551  125,000-149,999           10,000-99,999          5-10 
## 1552             <NA>                    <NA>           < 1 
## 1553             <NA>                    <NA>           1-2 
## 1554             <NA>                    <NA>           < 1 
## 1555    40,000-49,999              1000-9,999           20+ 
## 1556  200,000-249,999              > 100,000           5-10 
## 1557    90,000-99,999                      0            None
## 1558    60,000-69,999              1000-9,999          5-10 
## 1559        > 500,000                      0          10-20 
## 1560  150,000-199,999                      0           5-10 
## 1561    20,000-24,999           10,000-99,999           3-5 
## 1562    25,000-29,999                    1-99           1-2 
## 1563    60,000-69,999              > 100,000            1-2 
## 1564    60,000-69,999           10,000-99,999           3-5 
## 1565    60,000-69,999                 100-999           1-2 
## 1566             <NA>                    <NA>           None
## 1567            0-999                    1-99          5-10 
## 1568             <NA>                    <NA>           1-2 
## 1569    15,000-19,999                 100-999           < 1 
## 1570    20,000-24,999                    1-99           < 1 
## 1571            0-999                    1-99           3-5 
## 1572      1,000-1,999                    1-99           3-5 
## 1573    20,000-24,999                 100-999         10-20 
## 1574      4,000-4,999                 100-999           < 1 
## 1575            0-999                      0            None
## 1576    15,000-19,999                      0            1-2 
## 1577            0-999                 100-999           1-2 
## 1578             <NA>                    <NA>           < 1 
## 1579    25,000-29,999                    1-99           3-5 
## 1580             <NA>                    <NA>           None
## 1581    40,000-49,999                      0            3-5 
## 1582  125,000-149,999              > 100,000            20+ 
## 1583    30,000-39,999                 100-999           1-2 
## 1584  150,000-199,999           10,000-99,999         10-20 
## 1585    60,000-69,999                      0            3-5 
## 1586    30,000-39,999                 100-999           1-2 
## 1587      1,000-1,999              1000-9,999           < 1 
## 1588             <NA>                    <NA>           1-2 
## 1589    80,000-89,999              1000-9,999           < 1 
## 1590  100,000-124,999              1000-9,999           1-2 
## 1591             <NA>                    <NA>           3-5 
## 1592    10,000-14,999                      0            20+ 
## 1593  125,000-149,999           10,000-99,999         10-20 
## 1594             <NA>                    <NA>           < 1 
## 1595            0-999              1000-9,999          5-10 
## 1596    30,000-39,999              1000-9,999          5-10 
## 1597    90,000-99,999           10,000-99,999         10-20 
## 1598             <NA>                    <NA>           < 1 
## 1599    15,000-19,999              1000-9,999           3-5 
## 1600             <NA>                    <NA>          5-10 
## 1601    30,000-39,999                      0            1-2 
## 1602    90,000-99,999              > 100,000            1-2 
## 1603      3,000-3,999                      0           5-10 
## 1604             <NA>                    <NA>           < 1 
## 1605             <NA>                    <NA>         10-20 
## 1606             <NA>                    <NA>           < 1 
## 1607    20,000-24,999              1000-9,999           < 1 
## 1608    70,000-79,999              > 100,000            1-2 
## 1609  125,000-149,999              > 100,000           5-10 
## 1610             <NA>                    <NA>           < 1 
## 1611    50,000-59,999                      0            3-5 
## 1612             <NA>                    <NA>           < 1 
## 1613            0-999                      0            20+ 
## 1614  150,000-199,999           10,000-99,999           20+ 
## 1615  150,000-199,999              > 100,000            3-5 
## 1616  150,000-199,999           10,000-99,999          5-10 
## 1617             <NA>                    <NA>           < 1 
## 1618    20,000-24,999           10,000-99,999          5-10 
## 1619  125,000-149,999              > 100,000            3-5 
## 1620      2,000-2,999              1000-9,999           3-5 
## 1621    60,000-69,999                      0           5-10 
## 1622  100,000-124,999              1000-9,999           20+ 
## 1623      4,000-4,999                 100-999           < 1 
## 1624    40,000-49,999              1000-9,999           1-2 
## 1625            0-999              > 100,000            3-5 
## 1626    70,000-79,999                      0            20+ 
## 1627    25,000-29,999              > 100,000            < 1 
## 1628    50,000-59,999              > 100,000          10-20 
## 1629  150,000-199,999                      0          10-20 
## 1630    25,000-29,999           10,000-99,999           1-2 
## 1631    40,000-49,999                      0          10-20 
## 1632      5,000-7,499                 100-999           < 1 
## 1633    30,000-39,999              1000-9,999          5-10 
## 1634  200,000-249,999           10,000-99,999           20+ 
## 1635             <NA>                    <NA>           < 1 
## 1636  100,000-124,999              > 100,000            3-5 
## 1637      2,000-2,999                      0           5-10 
## 1638            0-999                 100-999           1-2 
## 1639      1,000-1,999                      0            3-5 
## 1640  150,000-199,999              > 100,000          10-20 
## 1641             <NA>                    <NA>           < 1 
## 1642      3,000-3,999                      0            1-2 
## 1643    80,000-89,999                      0            3-5 
## 1644    70,000-79,999                 100-999           < 1 
## 1645  100,000-124,999                      0            None
## 1646  100,000-124,999                      0           5-10 
## 1647             <NA>                    <NA>           < 1 
## 1648            0-999                    1-99           < 1 
## 1649    10,000-14,999                 100-999           < 1 
## 1650             <NA>                    <NA>           1-2 
## 1651             <NA>                    <NA>           < 1 
## 1652    60,000-69,999                 100-999          5-10 
## 1653    20,000-24,999                      0            < 1 
## 1654             <NA>                    <NA>           3-5 
## 1655  100,000-124,999           10,000-99,999           3-5 
## 1656      1,000-1,999              1000-9,999           1-2 
## 1657    40,000-49,999                    1-99           1-2 
## 1658  125,000-149,999           10,000-99,999         10-20 
## 1659    80,000-89,999           10,000-99,999           3-5 
## 1660    70,000-79,999                      0            < 1 
## 1661    60,000-69,999                      0          10-20 
## 1662             <NA>                    <NA>           1-2 
## 1663    30,000-39,999                      0           5-10 
## 1664  100,000-124,999                      0          10-20 
## 1665    70,000-79,999              1000-9,999           < 1 
## 1666  125,000-149,999              1000-9,999           3-5 
## 1667            0-999                    1-99           < 1 
## 1668  125,000-149,999                 100-999           3-5 
## 1669  100,000-124,999              > 100,000           5-10 
## 1670    50,000-59,999           10,000-99,999           1-2 
## 1671    30,000-39,999                 100-999           1-2 
## 1672             <NA>                    <NA>           < 1 
## 1673    10,000-14,999              > 100,000            None
## 1674    25,000-29,999                      0            < 1 
## 1675    60,000-69,999                      0            20+ 
## 1676             <NA>                    <NA>          5-10 
## 1677  200,000-249,999              > 100,000          10-20 
## 1678    40,000-49,999                      0            1-2 
## 1679      5,000-7,499                      0            < 1 
## 1680  150,000-199,999                      0            3-5 
## 1681  125,000-149,999           10,000-99,999           20+ 
## 1682    90,000-99,999           10,000-99,999           20+ 
## 1683  125,000-149,999                      0            1-2 
## 1684             <NA>                    <NA>           1-2 
## 1685    70,000-79,999                    1-99          5-10 
## 1686             <NA>                    <NA>           < 1 
## 1687             <NA>                    <NA>          5-10 
## 1688      7,500-9,999                 100-999           3-5 
## 1689    50,000-59,999                      0            3-5 
## 1690    30,000-39,999                      0            < 1 
## 1691    50,000-59,999                    1-99           3-5 
## 1692    40,000-49,999                      0            3-5 
## 1693             <NA>                    <NA>           < 1 
## 1694             <NA>                    <NA>           None
## 1695  150,000-199,999              1000-9,999         10-20 
## 1696      1,000-1,999                    1-99           3-5 
## 1697    50,000-59,999              1000-9,999           1-2 
## 1698    90,000-99,999                    1-99         10-20 
## 1699    50,000-59,999              > 100,000          10-20 
## 1700    20,000-24,999                      0            None
## 1701            0-999                    1-99           20+ 
## 1702             <NA>                    <NA>           1-2 
## 1703  150,000-199,999           10,000-99,999          5-10 
## 1704  150,000-199,999                      0           5-10 
## 1705  200,000-249,999                      0            None
## 1706      3,000-3,999              1000-9,999           3-5 
## 1707      1,000-1,999                 100-999           1-2 
## 1708  125,000-149,999                      0            3-5 
## 1709  150,000-199,999           10,000-99,999           3-5 
## 1710             <NA>                    <NA>           < 1 
## 1711             <NA>                    <NA>           1-2 
## 1712            0-999                    1-99           < 1 
## 1713  125,000-149,999              > 100,000          10-20 
## 1714    50,000-59,999                 100-999          5-10 
## 1715    70,000-79,999                 100-999         10-20 
## 1716    50,000-59,999           10,000-99,999          5-10 
## 1717    70,000-79,999                      0            < 1 
## 1718    25,000-29,999                      0            3-5 
## 1719             <NA>                    <NA>           3-5 
## 1720    10,000-14,999              1000-9,999           3-5 
## 1721    25,000-29,999                 100-999           3-5 
## 1722            0-999                    1-99           < 1 
## 1723    30,000-39,999                      0            1-2 
## 1724    20,000-24,999                      0            < 1 
## 1725             <NA>                    <NA>           1-2 
## 1726    40,000-49,999                    1-99          5-10 
## 1727            0-999                      0           5-10 
## 1728    90,000-99,999                 100-999           3-5 
## 1729             <NA>                    <NA>           1-2 
## 1730      5,000-7,499                      0           5-10 
## 1731    25,000-29,999                      0            None
## 1732  100,000-124,999              1000-9,999           20+ 
## 1733  150,000-199,999              > 100,000            20+ 
## 1734    50,000-59,999                 100-999           3-5 
## 1735            0-999                      0            < 1 
## 1736    30,000-39,999                 100-999           1-2 
## 1737      3,000-3,999                    1-99           < 1 
## 1738    70,000-79,999                      0            3-5 
## 1739    50,000-59,999                 100-999           3-5 
## 1740      2,000-2,999           10,000-99,999           20+ 
## 1741             <NA>                    <NA>           < 1 
## 1742             <NA>                    <NA>           3-5 
## 1743             <NA>                    <NA>           1-2 
## 1744    60,000-69,999           10,000-99,999          5-10 
## 1745  100,000-124,999              > 100,000          10-20 
## 1746    40,000-49,999                    1-99         10-20 
## 1747             <NA>                    <NA>           3-5 
## 1748    90,000-99,999                 100-999           < 1 
## 1749    70,000-79,999                      0            1-2 
## 1750    40,000-49,999                      0            3-5 
## 1751             <NA>                    <NA>           < 1 
## 1752  100,000-124,999                    1-99          5-10 
## 1753      4,000-4,999              1000-9,999           1-2 
## 1754    40,000-49,999                 100-999          5-10 
## 1755             <NA>                    <NA>           < 1 
## 1756             <NA>                    <NA>           < 1 
## 1757    60,000-69,999                    1-99           20+ 
## 1758    20,000-24,999                      0            < 1 
## 1759      5,000-7,499                 100-999           3-5 
## 1760  100,000-124,999                 100-999         10-20 
## 1761    40,000-49,999                 100-999           3-5 
## 1762    40,000-49,999                      0            3-5 
## 1763      1,000-1,999                      0            1-2 
## 1764      4,000-4,999                      0            None
## 1765  150,000-199,999           10,000-99,999           3-5 
## 1766    50,000-59,999                 100-999           1-2 
## 1767             <NA>                    <NA>           < 1 
## 1768  200,000-249,999                      0          10-20 
## 1769    50,000-59,999              > 100,000           5-10 
## 1770      1,000-1,999                 100-999           1-2 
## 1771    50,000-59,999                      0            1-2 
## 1772             <NA>                    <NA>           < 1 
## 1773             <NA>                    <NA>           < 1 
## 1774             <NA>                    <NA>           1-2 
## 1775    40,000-49,999                      0            1-2 
## 1776      2,000-2,999                    1-99           < 1 
## 1777    80,000-89,999              1000-9,999           None
## 1778    90,000-99,999              1000-9,999          5-10 
## 1779    10,000-14,999                      0            1-2 
## 1780    60,000-69,999                      0            3-5 
## 1781             <NA>                    <NA>           1-2 
## 1782    60,000-69,999              1000-9,999          5-10 
## 1783             <NA>                    <NA>          5-10 
## 1784    40,000-49,999                    1-99           < 1 
## 1785  125,000-149,999              > 100,000          10-20 
## 1786      5,000-7,499                      0           5-10 
## 1787      4,000-4,999              1000-9,999           1-2 
## 1788    25,000-29,999                      0           5-10 
## 1789            0-999                      0            < 1 
## 1790    40,000-49,999                      0           5-10 
## 1791    70,000-79,999                      0           5-10 
## 1792            0-999                      0            < 1 
## 1793    30,000-39,999                      0            3-5 
## 1794    80,000-89,999                      0            < 1 
## 1795  125,000-149,999                 100-999           None
## 1796    90,000-99,999              > 100,000            3-5 
## 1797            0-999                      0          10-20 
## 1798    30,000-39,999                      0            < 1 
## 1799  200,000-249,999                 100-999           < 1 
## 1800             <NA>                    <NA>           < 1 
## 1801    10,000-14,999              1000-9,999          5-10 
## 1802             <NA>                    <NA>           1-2 
## 1803    60,000-69,999                      0            3-5 
## 1804             <NA>                    <NA>           < 1 
## 1805    60,000-69,999           10,000-99,999          5-10 
## 1806  100,000-124,999              > 100,000           5-10 
## 1807      2,000-2,999              1000-9,999           None
## 1808             <NA>                    <NA>           1-2 
## 1809            0-999                    1-99           1-2 
## 1810             <NA>                    <NA>          5-10 
## 1811    25,000-29,999                      0           5-10 
## 1812             <NA>                    <NA>           1-2 
## 1813            0-999                    1-99          5-10 
## 1814    70,000-79,999              1000-9,999           None
## 1815             <NA>                    <NA>           20+ 
## 1816             <NA>                    <NA>           < 1 
## 1817    60,000-69,999           10,000-99,999          5-10 
## 1818  100,000-124,999                      0            20+ 
## 1819    70,000-79,999                    1-99         10-20 
## 1820  250,000-299,999           10,000-99,999         10-20 
## 1821             <NA>                    <NA>           3-5 
## 1822            0-999                      0            < 1 
## 1823    70,000-79,999                      0            None
## 1824    60,000-69,999              1000-9,999          5-10 
## 1825    90,000-99,999                      0            3-5 
## 1826  100,000-124,999                 100-999           20+ 
## 1827            0-999                      0            < 1 
## 1828             <NA>                    <NA>          5-10 
## 1829      5,000-7,499                      0            < 1 
## 1830  100,000-124,999                      0           5-10 
## 1831  125,000-149,999              > 100,000            20+ 
## 1832  150,000-199,999              > 100,000            20+ 
## 1833            0-999                      0            1-2 
## 1834    60,000-69,999              > 100,000            3-5 
## 1835             <NA>                    <NA>           3-5 
## 1836             <NA>                    <NA>           1-2 
## 1837             <NA>                    <NA>           None
## 1838      1,000-1,999                      0            3-5 
## 1839    10,000-14,999           10,000-99,999           < 1 
## 1840      7,500-9,999                      0           5-10 
## 1841             <NA>                    <NA>           3-5 
## 1842    50,000-59,999                 100-999          5-10 
## 1843  125,000-149,999                      0            1-2 
## 1844             <NA>                    <NA>           1-2 
## 1845  300,000-500,000           10,000-99,999         10-20 
## 1846             <NA>                    <NA>           < 1 
## 1847  300,000-500,000           10,000-99,999           3-5 
## 1848    40,000-49,999                 100-999           1-2 
## 1849             <NA>                    <NA>          5-10 
## 1850    40,000-49,999                    1-99           1-2 
## 1851            0-999                      0            1-2 
## 1852    90,000-99,999           10,000-99,999           3-5 
## 1853    90,000-99,999                      0           5-10 
## 1854  200,000-249,999                 100-999          5-10 
## 1855  300,000-500,000                      0            20+ 
## 1856    50,000-59,999           10,000-99,999           < 1 
## 1857  250,000-299,999              > 100,000            20+ 
## 1858    90,000-99,999                      0            20+ 
## 1859    40,000-49,999                      0            3-5 
## 1860            0-999                      0            < 1 
## 1861  100,000-124,999                 100-999         10-20 
## 1862             <NA>                    <NA>           < 1 
## 1863             <NA>                    <NA>           < 1 
## 1864    10,000-14,999              1000-9,999           < 1 
## 1865    80,000-89,999              1000-9,999           3-5 
## 1866    60,000-69,999                      0            20+ 
## 1867      3,000-3,999                 100-999         10-20 
## 1868  125,000-149,999              1000-9,999          5-10 
## 1869      2,000-2,999                 100-999           3-5 
## 1870        > 500,000                 100-999           1-2 
## 1871    60,000-69,999                      0            3-5 
## 1872             <NA>                    <NA>           1-2 
## 1873             <NA>                    <NA>           < 1 
## 1874             <NA>                    <NA>           1-2 
## 1875    90,000-99,999              > 100,000            20+ 
## 1876  100,000-124,999              1000-9,999           20+ 
## 1877      7,500-9,999                      0            < 1 
## 1878  100,000-124,999                 100-999           20+ 
## 1879  300,000-500,000              > 100,000           5-10 
## 1880            0-999                      0            None
## 1881            0-999                 100-999           1-2 
## 1882  125,000-149,999           10,000-99,999         10-20 
## 1883    10,000-14,999                      0            1-2 
## 1884             <NA>                    <NA>           < 1 
## 1885  150,000-199,999           10,000-99,999          5-10 
## 1886    70,000-79,999              1000-9,999          5-10 
## 1887      7,500-9,999                 100-999           < 1 
## 1888    40,000-49,999              > 100,000            3-5 
## 1889             <NA>                    <NA>           < 1 
## 1890             <NA>                    <NA>           < 1 
## 1891  300,000-500,000              > 100,000            20+ 
## 1892  150,000-199,999           10,000-99,999         10-20 
## 1893    25,000-29,999           10,000-99,999           3-5 
## 1894    15,000-19,999              1000-9,999           3-5 
## 1895             <NA>                    <NA>           3-5 
## 1896  100,000-124,999              > 100,000            3-5 
## 1897             <NA>                    <NA>           3-5 
## 1898  150,000-199,999           10,000-99,999          5-10 
## 1899    60,000-69,999                 100-999         10-20 
## 1900             <NA>                    <NA>           1-2 
## 1901    80,000-89,999              1000-9,999          5-10 
## 1902    20,000-24,999                      0            < 1 
## 1903    70,000-79,999              > 100,000            3-5 
## 1904  125,000-149,999           10,000-99,999         10-20 
## 1905    10,000-14,999                 100-999           < 1 
## 1906    50,000-59,999              > 100,000            20+ 
## 1907  300,000-500,000                      0            3-5 
## 1908  100,000-124,999              > 100,000           5-10 
## 1909    10,000-14,999                      0            < 1 
## 1910    90,000-99,999              1000-9,999         10-20 
## 1911             <NA>                    <NA>           1-2 
## 1912    10,000-14,999                      0            1-2 
## 1913    20,000-24,999                      0            1-2 
## 1914  250,000-299,999           10,000-99,999           3-5 
## 1915    15,000-19,999           10,000-99,999         10-20 
## 1916  150,000-199,999           10,000-99,999           1-2 
## 1917  250,000-299,999           10,000-99,999         10-20 
## 1918    50,000-59,999                 100-999           1-2 
## 1919             <NA>                    <NA>           < 1 
## 1920  150,000-199,999                      0            3-5 
## 1921            0-999                    1-99           1-2 
## 1922            0-999                      0            < 1 
## 1923    80,000-89,999                      0            3-5 
## 1924      1,000-1,999                 100-999           1-2 
## 1925    10,000-14,999                 100-999         10-20 
## 1926             <NA>                    <NA>           1-2 
## 1927  125,000-149,999           10,000-99,999          5-10 
## 1928             <NA>                    <NA>           3-5 
## 1929    60,000-69,999              > 100,000            3-5 
## 1930             <NA>                    <NA>           < 1 
## 1931    30,000-39,999                    1-99           3-5 
## 1932             <NA>                    <NA>           3-5 
## 1933    80,000-89,999              > 100,000            3-5 
## 1934    25,000-29,999              > 100,000            3-5 
## 1935    50,000-59,999                 100-999          5-10 
## 1936    30,000-39,999              1000-9,999           1-2 
## 1937  100,000-124,999                      0            3-5 
## 1938    50,000-59,999                    1-99           < 1 
## 1939    30,000-39,999                      0           5-10 
## 1940    40,000-49,999                 100-999          5-10 
## 1941    10,000-14,999                 100-999           1-2 
## 1942  100,000-124,999           10,000-99,999         10-20 
## 1943             <NA>                    <NA>           < 1 
## 1944    30,000-39,999           10,000-99,999          5-10 
## 1945             <NA>                    <NA>           < 1 
## 1946            0-999           10,000-99,999          5-10 
## 1947  150,000-199,999                      0            3-5 
## 1948    25,000-29,999                 100-999           3-5 
## 1949            0-999              1000-9,999           < 1 
## 1950      5,000-7,499                      0           5-10 
## 1951    20,000-24,999                      0           5-10 
## 1952  125,000-149,999              > 100,000           5-10 
## 1953      2,000-2,999                      0           5-10 
## 1954    25,000-29,999              > 100,000            < 1 
## 1955  150,000-199,999              > 100,000            20+ 
## 1956  100,000-124,999              1000-9,999           3-5 
## 1957            0-999                    1-99           1-2 
## 1958    30,000-39,999              1000-9,999           1-2 
## 1959    15,000-19,999                 100-999           1-2 
## 1960             <NA>                    <NA>          5-10 
## 1961    20,000-24,999                      0            1-2 
## 1962  150,000-199,999                 100-999           1-2 
## 1963    80,000-89,999           10,000-99,999           20+ 
## 1964      2,000-2,999              1000-9,999          5-10 
## 1965            0-999              1000-9,999           1-2 
## 1966    80,000-89,999                    1-99          5-10 
## 1967             <NA>                    <NA>          5-10 
## 1968    60,000-69,999                      0            1-2 
## 1969             <NA>                    <NA>           None
## 1970  250,000-299,999                      0           5-10 
## 1971    10,000-14,999                      0            < 1 
## 1972            0-999                      0            < 1 
## 1973             <NA>                    <NA>           3-5 
## 1974  100,000-124,999                      0            < 1 
## 1975            0-999                      0            1-2 
## 1976  100,000-124,999              > 100,000          10-20 
## 1977  100,000-124,999           10,000-99,999         10-20 
## 1978             <NA>                    <NA>           1-2 
## 1979             <NA>                    <NA>           None
## 1980             <NA>                    <NA>           3-5 
## 1981  100,000-124,999                 100-999           1-2 
## 1982             <NA>                    <NA>           1-2 
## 1983             <NA>                    <NA>           1-2 
## 1984      5,000-7,499              1000-9,999           1-2 
## 1985  125,000-149,999                      0            < 1 
## 1986      2,000-2,999                      0            3-5 
## 1987  125,000-149,999              > 100,000            3-5 
## 1988    90,000-99,999                      0            < 1 
## 1989    80,000-89,999           10,000-99,999           3-5 
## 1990  150,000-199,999                      0          10-20 
## 1991             <NA>                    <NA>           < 1 
## 1992      7,500-9,999                      0            < 1 
## 1993  125,000-149,999                      0            < 1 
## 1994      5,000-7,499              1000-9,999           < 1 
## 1995      1,000-1,999                    1-99           1-2 
## 1996             <NA>                    <NA>           1-2 
## 1997    50,000-59,999                 100-999           3-5 
## 1998  100,000-124,999              1000-9,999          5-10 
## 1999    40,000-49,999              > 100,000            3-5 
## 2000      5,000-7,499                      0            1-2 
## 2001    40,000-49,999                 100-999          5-10 
## 2002    40,000-49,999              1000-9,999           1-2 
## 2003  100,000-124,999                      0           5-10 
## 2004    80,000-89,999                      0            1-2 
## 2005    70,000-79,999                 100-999           3-5 
## 2006      7,500-9,999                 100-999           1-2 
## 2007    70,000-79,999              > 100,000            1-2 
## 2008    10,000-14,999                 100-999           < 1 
## 2009             <NA>                    <NA>           1-2 
## 2010    30,000-39,999                    1-99           < 1 
## 2011             <NA>                    <NA>           < 1 
## 2012             <NA>                    <NA>           < 1 
## 2013  125,000-149,999                 100-999           20+ 
## 2014             <NA>                    <NA>           1-2 
## 2015      1,000-1,999           10,000-99,999           3-5 
## 2016    50,000-59,999           10,000-99,999           1-2 
## 2017    15,000-19,999                      0            20+ 
## 2018  100,000-124,999           10,000-99,999           20+ 
## 2019  100,000-124,999                      0            < 1 
## 2020            0-999                      0           5-10 
## 2021      3,000-3,999                 100-999           1-2 
## 2022  100,000-124,999                 100-999           3-5 
## 2023             <NA>                    <NA>           None
## 2024            0-999                      0            < 1 
## 2025      7,500-9,999              1000-9,999           3-5 
## 2026    70,000-79,999                      0            3-5 
## 2027            0-999                    1-99           1-2 
## 2028      7,500-9,999                      0            1-2 
## 2029             <NA>                    <NA>           3-5 
## 2030    80,000-89,999           10,000-99,999         10-20 
## 2031  250,000-299,999           10,000-99,999          5-10 
## 2032             <NA>                    <NA>           1-2 
## 2033  100,000-124,999                 100-999           3-5 
## 2034             <NA>                    <NA>           < 1 
## 2035    50,000-59,999                      0            1-2 
## 2036            0-999                      0            < 1 
## 2037             <NA>                    <NA>           3-5 
## 2038        > 500,000              > 100,000          10-20 
## 2039  100,000-124,999              > 100,000            3-5 
## 2040    60,000-69,999              1000-9,999         10-20 
## 2041    70,000-79,999                      0            < 1 
## 2042             <NA>                    <NA>           1-2 
## 2043            0-999                      0           5-10 
## 2044    60,000-69,999                 100-999           3-5 
## 2045      5,000-7,499                    1-99           < 1 
## 2046    90,000-99,999                      0            < 1 
## 2047    90,000-99,999                 100-999           3-5 
## 2048      3,000-3,999                 100-999           1-2 
## 2049             <NA>                    <NA>           < 1 
## 2050             <NA>                    <NA>           1-2 
## 2051  100,000-124,999                      0            < 1 
## 2052             <NA>                    <NA>           1-2 
## 2053    60,000-69,999              1000-9,999           1-2 
## 2054    90,000-99,999                      0            3-5 
## 2055      5,000-7,499           10,000-99,999          5-10 
## 2056    10,000-14,999              1000-9,999           3-5 
## 2057  300,000-500,000           10,000-99,999           20+ 
## 2058      1,000-1,999              1000-9,999           None
## 2059      7,500-9,999                      0            < 1 
## 2060             <NA>                    <NA>           < 1 
## 2061             <NA>                    <NA>           3-5 
## 2062      7,500-9,999                      0            None
## 2063  100,000-124,999           10,000-99,999          5-10 
## 2064             <NA>                    <NA>           < 1 
## 2065    50,000-59,999                      0            < 1 
## 2066  125,000-149,999           10,000-99,999           3-5 
## 2067    60,000-69,999                      0            1-2 
## 2068    90,000-99,999                      0            1-2 
## 2069             <NA>                    <NA>           3-5 
## 2070  150,000-199,999              > 100,000           5-10 
## 2071  150,000-199,999              > 100,000           5-10 
## 2072    70,000-79,999                    1-99         10-20 
## 2073    80,000-89,999                 100-999          5-10 
## 2074    30,000-39,999                      0            3-5 
## 2075  100,000-124,999                      0           5-10 
## 2076    20,000-24,999                 100-999           3-5 
## 2077    50,000-59,999                      0           5-10 
## 2078  150,000-199,999              1000-9,999         10-20 
## 2079      7,500-9,999                      0            None
## 2080  125,000-149,999                 100-999           3-5 
## 2081             <NA>                    <NA>           < 1 
## 2082    20,000-24,999                 100-999           3-5 
## 2083    80,000-89,999              1000-9,999           3-5 
## 2084    10,000-14,999                    1-99           3-5 
## 2085    40,000-49,999           10,000-99,999           1-2 
## 2086    30,000-39,999                    1-99           3-5 
## 2087    25,000-29,999                      0            < 1 
## 2088    40,000-49,999                      0            3-5 
## 2089    20,000-24,999                 100-999           < 1 
## 2090    40,000-49,999              1000-9,999         10-20 
## 2091      7,500-9,999                      0            3-5 
## 2092      5,000-7,499                      0            < 1 
## 2093             <NA>                    <NA>           < 1 
## 2094    10,000-14,999              1000-9,999           1-2 
## 2095             <NA>                    <NA>           < 1 
## 2096  100,000-124,999              1000-9,999         10-20 
## 2097             <NA>                    <NA>           < 1 
## 2098  125,000-149,999                 100-999           1-2 
## 2099    40,000-49,999                      0            < 1 
## 2100    70,000-79,999              1000-9,999         10-20 
## 2101        > 500,000                 100-999          5-10 
## 2102             <NA>                    <NA>           1-2 
## 2103    90,000-99,999              1000-9,999           3-5 
## 2104    40,000-49,999           10,000-99,999         10-20 
## 2105    70,000-79,999              > 100,000            3-5 
## 2106      3,000-3,999                 100-999           3-5 
## 2107    50,000-59,999                      0            < 1 
## 2108    30,000-39,999                      0            < 1 
## 2109            0-999              1000-9,999           1-2 
## 2110    90,000-99,999              > 100,000          10-20 
## 2111    60,000-69,999                 100-999          5-10 
## 2112             <NA>                    <NA>           1-2 
## 2113    10,000-14,999                      0            1-2 
## 2114    20,000-24,999                      0            < 1 
## 2115      1,000-1,999                 100-999           1-2 
## 2116             <NA>                    <NA>           1-2 
## 2117             <NA>                    <NA>           < 1 
## 2118             <NA>                    <NA>           < 1 
## 2119  100,000-124,999           10,000-99,999          5-10 
## 2120    20,000-24,999           10,000-99,999           3-5 
## 2121    10,000-14,999                      0            < 1 
## 2122             <NA>                    <NA>           < 1 
## 2123    30,000-39,999                      0            3-5 
## 2124  125,000-149,999              1000-9,999          5-10 
## 2125             <NA>                    <NA>           3-5 
## 2126    30,000-39,999                      0            20+ 
## 2127    25,000-29,999                 100-999           3-5 
## 2128    50,000-59,999              1000-9,999           3-5 
## 2129  100,000-124,999              > 100,000            3-5 
## 2130             <NA>                    <NA>           1-2 
## 2131             <NA>                    <NA>           < 1 
## 2132  125,000-149,999                 100-999           3-5 
## 2133    50,000-59,999                 100-999           3-5 
## 2134             <NA>                    <NA>           1-2 
## 2135  100,000-124,999                      0            20+ 
## 2136  125,000-149,999                      0           5-10 
## 2137  100,000-124,999              > 100,000            3-5 
## 2138    90,000-99,999                 100-999          5-10 
## 2139             <NA>                    <NA>           1-2 
## 2140    70,000-79,999              1000-9,999         10-20 
## 2141    15,000-19,999              1000-9,999           1-2 
## 2142             <NA>                    <NA>           1-2 
## 2143  200,000-249,999           10,000-99,999         10-20 
## 2144      1,000-1,999                    1-99           1-2 
## 2145             <NA>                    <NA>           1-2 
## 2146      1,000-1,999                 100-999           1-2 
## 2147    50,000-59,999                    1-99           < 1 
## 2148      3,000-3,999           10,000-99,999           < 1 
## 2149    10,000-14,999                    1-99          5-10 
## 2150             <NA>                    <NA>           3-5 
## 2151      3,000-3,999              1000-9,999           1-2 
## 2152  125,000-149,999           10,000-99,999          5-10 
## 2153  100,000-124,999                      0           5-10 
## 2154             <NA>                    <NA>           3-5 
## 2155  150,000-199,999              > 100,000           5-10 
## 2156             <NA>                    <NA>           1-2 
## 2157             <NA>                    <NA>           < 1 
## 2158    70,000-79,999                 100-999           1-2 
## 2159            0-999                      0            3-5 
## 2160    10,000-14,999                    1-99           < 1 
## 2161    20,000-24,999              > 100,000          10-20 
## 2162  125,000-149,999           10,000-99,999          5-10 
## 2163    20,000-24,999                      0            < 1 
## 2164  125,000-149,999                 100-999           3-5 
## 2165    70,000-79,999              > 100,000            20+ 
## 2166      4,000-4,999                      0            3-5 
## 2167      7,500-9,999           10,000-99,999          5-10 
## 2168    10,000-14,999              > 100,000          10-20 
## 2169    70,000-79,999                      0           5-10 
## 2170    40,000-49,999              1000-9,999           3-5 
## 2171             <NA>                    <NA>          5-10 
## 2172      2,000-2,999                 100-999           3-5 
## 2173             <NA>                    <NA>           3-5 
## 2174             <NA>                    <NA>          5-10 
## 2175            0-999                      0            1-2 
## 2176             <NA>                    <NA>           1-2 
## 2177    70,000-79,999                      0            20+ 
## 2178  300,000-500,000              1000-9,999          5-10 
## 2179    15,000-19,999                      0            3-5 
## 2180    80,000-89,999           10,000-99,999           3-5 
## 2181    30,000-39,999              1000-9,999           1-2 
## 2182    60,000-69,999                 100-999           20+ 
## 2183    50,000-59,999                      0            1-2 
## 2184             <NA>                    <NA>           1-2 
## 2185    30,000-39,999                 100-999           3-5 
## 2186    20,000-24,999              1000-9,999           3-5 
## 2187             <NA>                    <NA>           1-2 
## 2188  300,000-500,000              > 100,000           5-10 
## 2189  250,000-299,999           10,000-99,999          5-10 
## 2190             <NA>                    <NA>           1-2 
## 2191  100,000-124,999           10,000-99,999          5-10 
## 2192    30,000-39,999              1000-9,999           < 1 
## 2193             <NA>                    <NA>           None
## 2194    90,000-99,999              1000-9,999           3-5 
## 2195    25,000-29,999              1000-9,999           3-5 
## 2196  150,000-199,999              > 100,000           5-10 
## 2197      5,000-7,499                      0            None
## 2198             <NA>                    <NA>           1-2 
## 2199    25,000-29,999                 100-999           < 1 
## 2200    40,000-49,999                 100-999           1-2 
## 2201            0-999                 100-999           1-2 
## 2202  125,000-149,999                      0          10-20 
## 2203    90,000-99,999                    1-99           3-5 
## 2204    70,000-79,999                      0            1-2 
## 2205    60,000-69,999                      0            3-5 
## 2206    90,000-99,999              1000-9,999           3-5 
## 2207    70,000-79,999                    1-99           3-5 
## 2208            0-999           10,000-99,999           3-5 
## 2209  200,000-249,999              > 100,000            3-5 
## 2210    40,000-49,999                 100-999           3-5 
## 2211      5,000-7,499                    1-99           1-2 
## 2212  200,000-249,999           10,000-99,999          5-10 
## 2213    80,000-89,999                 100-999           3-5 
## 2214            0-999                      0            3-5 
## 2215             <NA>                    <NA>           None
## 2216            0-999                      0            None
## 2217  150,000-199,999              1000-9,999           20+ 
## 2218    70,000-79,999              1000-9,999           3-5 
## 2219      3,000-3,999                      0            1-2 
## 2220    10,000-14,999                      0            3-5 
## 2221    15,000-19,999                    1-99           1-2 
## 2222  125,000-149,999           10,000-99,999          5-10 
## 2223  150,000-199,999              1000-9,999           3-5 
## 2224  250,000-299,999              > 100,000          10-20 
## 2225    15,000-19,999              1000-9,999           < 1 
## 2226      5,000-7,499                      0            1-2 
## 2227      2,000-2,999                    1-99          5-10 
## 2228    30,000-39,999                 100-999           < 1 
## 2229  125,000-149,999                      0           5-10 
## 2230  200,000-249,999           10,000-99,999          5-10 
## 2231  300,000-500,000           10,000-99,999           20+ 
## 2232             <NA>                    <NA>           1-2 
## 2233    10,000-14,999                      0            1-2 
## 2234             <NA>                    <NA>           1-2 
## 2235             <NA>                    <NA>           < 1 
## 2236  100,000-124,999           10,000-99,999           3-5 
## 2237  100,000-124,999              1000-9,999         10-20 
## 2238      2,000-2,999                    1-99           1-2 
## 2239             <NA>                    <NA>           1-2 
## 2240             <NA>                    <NA>           < 1 
## 2241      5,000-7,499                      0            < 1 
## 2242    10,000-14,999                 100-999           1-2 
## 2243  125,000-149,999              > 100,000           5-10 
## 2244    10,000-14,999              1000-9,999          5-10 
## 2245    50,000-59,999                      0            None
## 2246  100,000-124,999              1000-9,999           None
## 2247  125,000-149,999              1000-9,999           < 1 
## 2248             <NA>                    <NA>           3-5 
## 2249    30,000-39,999                    1-99           1-2 
## 2250             <NA>                    <NA>           3-5 
## 2251             <NA>                    <NA>           < 1 
## 2252  100,000-124,999                      0            1-2 
## 2253    50,000-59,999           10,000-99,999           3-5 
## 2254      1,000-1,999                      0            3-5 
## 2255      5,000-7,499                 100-999           1-2 
## 2256    50,000-59,999              > 100,000            1-2 
## 2257            0-999                      0            < 1 
## 2258    50,000-59,999                      0            < 1 
## 2259    20,000-24,999                      0            1-2 
## 2260             <NA>                    <NA>           1-2 
## 2261    50,000-59,999              1000-9,999          5-10 
## 2262      5,000-7,499                      0            1-2 
## 2263            0-999                      0            < 1 
## 2264             <NA>                    <NA>          5-10 
## 2265    30,000-39,999              1000-9,999           1-2 
## 2266             <NA>                    <NA>           < 1 
## 2267      5,000-7,499                 100-999           None
## 2268             <NA>                    <NA>           < 1 
## 2269    40,000-49,999                      0          10-20 
## 2270  150,000-199,999              > 100,000            3-5 
## 2271  200,000-249,999              > 100,000            20+ 
## 2272             <NA>                    <NA>           1-2 
## 2273             <NA>                    <NA>           1-2 
## 2274  150,000-199,999           10,000-99,999           3-5 
## 2275      2,000-2,999                      0            3-5 
## 2276            0-999                      0            < 1 
## 2277  100,000-124,999           10,000-99,999           3-5 
## 2278             <NA>                    <NA>           < 1 
## 2279    10,000-14,999                      0            1-2 
## 2280    70,000-79,999                 100-999           < 1 
## 2281  200,000-249,999              > 100,000            1-2 
## 2282             <NA>                    <NA>           < 1 
## 2283    70,000-79,999                      0            < 1 
## 2284             <NA>                    <NA>           < 1 
## 2285      2,000-2,999              1000-9,999           < 1 
## 2286            0-999                      0            3-5 
## 2287    80,000-89,999                 100-999           3-5 
## 2288    80,000-89,999                      0            < 1 
## 2289    50,000-59,999              > 100,000            1-2 
## 2290      4,000-4,999              1000-9,999           1-2 
## 2291      4,000-4,999                      0            None
## 2292  100,000-124,999                      0           5-10 
## 2293      5,000-7,499                 100-999           1-2 
## 2294  100,000-124,999                    1-99           3-5 
## 2295    10,000-14,999                    1-99           1-2 
## 2296    60,000-69,999                 100-999           < 1 
## 2297             <NA>                    <NA>          5-10 
## 2298    40,000-49,999              1000-9,999           3-5 
## 2299      7,500-9,999                 100-999           3-5 
## 2300    50,000-59,999                      0            1-2 
## 2301      7,500-9,999                      0            None
## 2302    50,000-59,999                      0            3-5 
## 2303      1,000-1,999           10,000-99,999           3-5 
## 2304    40,000-49,999              > 100,000            20+ 
## 2305    50,000-59,999              1000-9,999           < 1 
## 2306  150,000-199,999                    1-99          5-10 
## 2307      4,000-4,999                    1-99           3-5 
## 2308  100,000-124,999           10,000-99,999           20+ 
## 2309    25,000-29,999                 100-999           1-2 
## 2310             <NA>                    <NA>           1-2 
## 2311    60,000-69,999                      0            < 1 
## 2312             <NA>                    <NA>           < 1 
## 2313      7,500-9,999           10,000-99,999           3-5 
## 2314    80,000-89,999                      0           5-10 
## 2315  150,000-199,999                      0           5-10 
## 2316    15,000-19,999                      0            None
## 2317            0-999                 100-999           1-2 
## 2318  250,000-299,999              > 100,000            20+ 
## 2319             <NA>                    <NA>           1-2 
## 2320             <NA>                    <NA>           < 1 
## 2321    30,000-39,999              > 100,000            1-2 
## 2322            0-999                      0            3-5 
## 2323    60,000-69,999                 100-999           1-2 
## 2324             <NA>                    <NA>           None
## 2325    50,000-59,999              1000-9,999           3-5 
## 2326  100,000-124,999                 100-999           20+ 
## 2327  200,000-249,999           10,000-99,999           3-5 
## 2328  125,000-149,999           10,000-99,999           20+ 
## 2329    30,000-39,999                      0            1-2 
## 2330             <NA>                    <NA>           < 1 
## 2331    30,000-39,999           10,000-99,999         10-20 
## 2332            0-999                      0            3-5 
## 2333    30,000-39,999                      0            < 1 
## 2334            0-999                      0            1-2 
## 2335             <NA>                    <NA>           < 1 
## 2336             <NA>                    <NA>           1-2 
## 2337    40,000-49,999              1000-9,999           1-2 
## 2338      3,000-3,999                      0            1-2 
## 2339    50,000-59,999                 100-999           < 1 
## 2340    80,000-89,999                 100-999           3-5 
## 2341  100,000-124,999                      0          10-20 
## 2342      1,000-1,999                 100-999           3-5 
## 2343  200,000-249,999              > 100,000            1-2 
## 2344             <NA>                    <NA>           < 1 
## 2345             <NA>                    <NA>           1-2 
## 2346             <NA>                    <NA>           < 1 
## 2347             <NA>                    <NA>           1-2 
## 2348             <NA>                    <NA>           None
## 2349    70,000-79,999                      0            < 1 
## 2350             <NA>                    <NA>           1-2 
## 2351  200,000-249,999              > 100,000            20+ 
## 2352    15,000-19,999                      0            < 1 
## 2353      4,000-4,999                 100-999           1-2 
## 2354    20,000-24,999                      0            1-2 
## 2355    15,000-19,999                      0            < 1 
## 2356    10,000-14,999           10,000-99,999           None
## 2357             <NA>                    <NA>           < 1 
## 2358    15,000-19,999              1000-9,999           None
## 2359            0-999              > 100,000          10-20 
## 2360    10,000-14,999                    1-99           None
## 2361      2,000-2,999                 100-999           3-5 
## 2362      2,000-2,999              > 100,000            None
## 2363  125,000-149,999              1000-9,999           20+ 
## 2364    30,000-39,999              1000-9,999           < 1 
## 2365             <NA>                    <NA>           3-5 
## 2366    50,000-59,999                      0            1-2 
## 2367      4,000-4,999                 100-999           1-2 
## 2368             <NA>                    <NA>           1-2 
## 2369    40,000-49,999              1000-9,999         10-20 
## 2370    10,000-14,999                      0            < 1 
## 2371  125,000-149,999                 100-999          5-10 
## 2372             <NA>                    <NA>           < 1 
## 2373      7,500-9,999                      0            1-2 
## 2374    10,000-14,999              1000-9,999           3-5 
## 2375      4,000-4,999                 100-999           3-5 
## 2376    70,000-79,999              1000-9,999           3-5 
## 2377    70,000-79,999                 100-999           3-5 
## 2378    70,000-79,999                      0            1-2 
## 2379  100,000-124,999           10,000-99,999           3-5 
## 2380             <NA>                    <NA>           < 1 
## 2381      2,000-2,999                      0            1-2 
## 2382      4,000-4,999                    1-99           3-5 
## 2383  150,000-199,999              > 100,000          10-20 
## 2384    70,000-79,999                 100-999           < 1 
## 2385  150,000-199,999                    1-99          5-10 
## 2386  150,000-199,999              > 100,000            20+ 
## 2387    25,000-29,999           10,000-99,999           3-5 
## 2388             <NA>                    <NA>           1-2 
## 2389    30,000-39,999              1000-9,999           3-5 
## 2390             <NA>                    <NA>           < 1 
## 2391  100,000-124,999           10,000-99,999         10-20 
## 2392    60,000-69,999                 100-999           1-2 
## 2393      2,000-2,999                 100-999           < 1 
## 2394      5,000-7,499              1000-9,999           1-2 
## 2395    60,000-69,999                 100-999           1-2 
## 2396    70,000-79,999                 100-999           20+ 
## 2397             <NA>                    <NA>           < 1 
## 2398  100,000-124,999              1000-9,999         10-20 
## 2399             <NA>                    <NA>           None
## 2400             <NA>                    <NA>           < 1 
## 2401  200,000-249,999           10,000-99,999           1-2 
## 2402            0-999                    1-99           < 1 
## 2403             <NA>                    <NA>           < 1 
## 2404  100,000-124,999                 100-999           3-5 
## 2405             <NA>                    <NA>          5-10 
## 2406  100,000-124,999           10,000-99,999           3-5 
## 2407    90,000-99,999                 100-999          5-10 
## 2408      4,000-4,999              > 100,000            < 1 
## 2409             <NA>                    <NA>           < 1 
## 2410    90,000-99,999                 100-999         10-20 
## 2411    50,000-59,999           10,000-99,999           3-5 
## 2412  125,000-149,999           10,000-99,999          5-10 
## 2413      1,000-1,999                 100-999           < 1 
## 2414      5,000-7,499                      0            1-2 
## 2415      7,500-9,999                      0            < 1 
## 2416    15,000-19,999                      0          10-20 
## 2417    40,000-49,999           10,000-99,999           < 1 
## 2418    40,000-49,999                      0           5-10 
## 2419             <NA>                    <NA>           3-5 
## 2420             <NA>                    <NA>           1-2 
## 2421             <NA>                    <NA>           1-2 
## 2422             <NA>                    <NA>           None
## 2423    15,000-19,999                 100-999           1-2 
## 2424  100,000-124,999           10,000-99,999         10-20 
## 2425  100,000-124,999                      0           5-10 
## 2426             <NA>                    <NA>           < 1 
## 2427    70,000-79,999                 100-999           3-5 
## 2428             <NA>                    <NA>           1-2 
## 2429    50,000-59,999              > 100,000            3-5 
## 2430  125,000-149,999                 100-999           20+ 
## 2431    40,000-49,999                 100-999           < 1 
## 2432             <NA>                    <NA>           < 1 
## 2433      2,000-2,999                 100-999          5-10 
## 2434             <NA>                    <NA>           < 1 
## 2435    60,000-69,999                    1-99           3-5 
## 2436      5,000-7,499                 100-999          5-10 
## 2437      5,000-7,499                      0            1-2 
## 2438            0-999                 100-999           < 1 
## 2439      5,000-7,499                 100-999           1-2 
## 2440    40,000-49,999                      0          10-20 
## 2441             <NA>                    <NA>           < 1 
## 2442             <NA>                    <NA>           < 1 
## 2443    70,000-79,999                      0            3-5 
## 2444    90,000-99,999           10,000-99,999          5-10 
## 2445  150,000-199,999              1000-9,999           3-5 
## 2446    10,000-14,999                      0            < 1 
## 2447             <NA>                    <NA>           < 1 
## 2448    70,000-79,999              > 100,000            3-5 
## 2449    50,000-59,999           10,000-99,999           3-5 
## 2450  300,000-500,000              > 100,000          10-20 
## 2451    25,000-29,999                      0            1-2 
## 2452        > 500,000                      0           5-10 
## 2453    50,000-59,999           10,000-99,999           None
## 2454    15,000-19,999                 100-999           1-2 
## 2455  100,000-124,999                 100-999           3-5 
## 2456  150,000-199,999              1000-9,999           20+ 
## 2457             <NA>                    <NA>           < 1 
## 2458      1,000-1,999              1000-9,999         10-20 
## 2459    80,000-89,999                 100-999           1-2 
## 2460  100,000-124,999                 100-999          5-10 
## 2461      2,000-2,999                 100-999           < 1 
## 2462            0-999                 100-999           < 1 
## 2463            0-999                    1-99           < 1 
## 2464    30,000-39,999                 100-999           1-2 
## 2465      5,000-7,499                      0            None
## 2466  100,000-124,999                 100-999          5-10 
## 2467             <NA>                    <NA>           1-2 
## 2468  100,000-124,999                 100-999          5-10 
## 2469    70,000-79,999                      0            3-5 
## 2470             <NA>                    <NA>           < 1 
## 2471    10,000-14,999              1000-9,999           3-5 
## 2472             <NA>                    <NA>           < 1 
## 2473    70,000-79,999                      0            < 1 
## 2474  150,000-199,999              1000-9,999          5-10 
## 2475             <NA>                    <NA>           1-2 
## 2476  250,000-299,999              > 100,000           5-10 
## 2477    80,000-89,999              1000-9,999           1-2 
## 2478             <NA>                    <NA>           3-5 
## 2479    90,000-99,999                 100-999           1-2 
## 2480  100,000-124,999              > 100,000            < 1 
## 2481      5,000-7,499                 100-999          5-10 
## 2482      4,000-4,999                    1-99           1-2 
## 2483             <NA>                    <NA>          5-10 
## 2484             <NA>                    <NA>           3-5 
## 2485             <NA>                    <NA>           < 1 
## 2486    15,000-19,999                 100-999           1-2 
## 2487      1,000-1,999                    1-99           < 1 
## 2488             <NA>                    <NA>         10-20 
## 2489    20,000-24,999                      0            < 1 
## 2490            0-999                 100-999           3-5 
## 2491    50,000-59,999                 100-999           3-5 
## 2492      1,000-1,999           10,000-99,999           3-5 
## 2493    60,000-69,999                 100-999           < 1 
## 2494  125,000-149,999              > 100,000           5-10 
## 2495      1,000-1,999                      0            1-2 
## 2496  150,000-199,999                      0            20+ 
## 2497             <NA>                    <NA>           < 1 
## 2498  150,000-199,999                 100-999           < 1 
## 2499            0-999                 100-999           3-5 
## 2500             <NA>                    <NA>           1-2 
## 2501    10,000-14,999                 100-999           1-2 
## 2502      5,000-7,499                      0            < 1 
## 2503             <NA>                    <NA>           < 1 
## 2504    10,000-14,999                      0            None
## 2505      7,500-9,999                      0            None
## 2506             <NA>                    <NA>           None
## 2507      5,000-7,499                      0           5-10 
## 2508    15,000-19,999                 100-999           < 1 
## 2509    70,000-79,999              1000-9,999           3-5 
## 2510    50,000-59,999                      0          10-20 
## 2511             <NA>                    <NA>           < 1 
## 2512        > 500,000              > 100,000           5-10 
## 2513            0-999                      0            None
## 2514      5,000-7,499              1000-9,999           3-5 
## 2515             <NA>                    <NA>           < 1 
## 2516             <NA>                    <NA>           3-5 
## 2517      1,000-1,999              1000-9,999           3-5 
## 2518            0-999                      0            None
## 2519  100,000-124,999           10,000-99,999           20+ 
## 2520             <NA>                    <NA>           None
## 2521      1,000-1,999                    1-99           3-5 
## 2522    30,000-39,999              1000-9,999           3-5 
## 2523    10,000-14,999                      0            < 1 
## 2524            0-999                      0            < 1 
## 2525    40,000-49,999                      0           5-10 
## 2526  150,000-199,999           10,000-99,999           20+ 
## 2527    60,000-69,999                      0            1-2 
## 2528      4,000-4,999                      0           5-10 
## 2529    25,000-29,999                    1-99           None
## 2530  300,000-500,000                      0            3-5 
## 2531    70,000-79,999                 100-999         10-20 
## 2532    30,000-39,999              1000-9,999          5-10 
## 2533  100,000-124,999                    1-99           20+ 
## 2534    40,000-49,999           10,000-99,999           3-5 
## 2535            0-999                      0            < 1 
## 2536    60,000-69,999                      0          10-20 
## 2537    15,000-19,999           10,000-99,999          5-10 
## 2538             <NA>                    <NA>           3-5 
## 2539             <NA>                    <NA>           < 1 
## 2540             <NA>                    <NA>           1-2 
## 2541  125,000-149,999              1000-9,999          5-10 
## 2542             <NA>                    <NA>           < 1 
## 2543             <NA>                    <NA>           1-2 
## 2544    20,000-24,999              1000-9,999           1-2 
## 2545    70,000-79,999              > 100,000           5-10 
## 2546    90,000-99,999           10,000-99,999           20+ 
## 2547      1,000-1,999                      0            None
## 2548      3,000-3,999                    1-99           3-5 
## 2549             <NA>                    <NA>           1-2 
## 2550    25,000-29,999              1000-9,999         10-20 
## 2551            0-999                    1-99           None
## 2552      1,000-1,999           10,000-99,999           3-5 
## 2553  100,000-124,999                    1-99           1-2 
## 2554      5,000-7,499              1000-9,999           1-2 
## 2555    60,000-69,999                      0            < 1 
## 2556  125,000-149,999              > 100,000           5-10 
## 2557  100,000-124,999           10,000-99,999           3-5 
## 2558  100,000-124,999                 100-999           3-5 
## 2559    70,000-79,999              1000-9,999          5-10 
## 2560    20,000-24,999              1000-9,999           3-5 
## 2561      4,000-4,999              1000-9,999           < 1 
## 2562             <NA>                    <NA>           < 1 
## 2563    70,000-79,999                      0            < 1 
## 2564    50,000-59,999              1000-9,999           3-5 
## 2565             <NA>                    <NA>           1-2 
## 2566    40,000-49,999                    1-99           3-5 
## 2567    10,000-14,999                 100-999           1-2 
## 2568      7,500-9,999                    1-99           < 1 
## 2569      1,000-1,999                    1-99          5-10 
## 2570  125,000-149,999              > 100,000           5-10 
## 2571    40,000-49,999                      0            3-5 
## 2572    25,000-29,999                    1-99           3-5 
## 2573      4,000-4,999                      0            1-2 
## 2574            0-999                      0            < 1 
## 2575    25,000-29,999                 100-999           3-5 
## 2576    25,000-29,999           10,000-99,999          5-10 
## 2577  100,000-124,999              1000-9,999          5-10 
## 2578    80,000-89,999                 100-999          5-10 
## 2579    90,000-99,999                      0           5-10 
## 2580             <NA>                    <NA>          5-10 
## 2581    30,000-39,999                      0            3-5 
## 2582  200,000-249,999           10,000-99,999           20+ 
## 2583      4,000-4,999              1000-9,999           3-5 
## 2584            0-999                 100-999           < 1 
## 2585    40,000-49,999                      0            3-5 
## 2586      2,000-2,999                    1-99          5-10 
## 2587      2,000-2,999           10,000-99,999           3-5 
## 2588    60,000-69,999                 100-999           1-2 
## 2589      5,000-7,499                      0            None
## 2590      4,000-4,999              1000-9,999           3-5 
## 2591    20,000-24,999              > 100,000            3-5 
## 2592    25,000-29,999           10,000-99,999         10-20 
## 2593             <NA>                    <NA>           1-2 
## 2594             <NA>                    <NA>           1-2 
## 2595    25,000-29,999              1000-9,999           < 1 
## 2596    15,000-19,999                 100-999           3-5 
## 2597             <NA>                    <NA>           1-2 
## 2598             <NA>                    <NA>           < 1 
## 2599    60,000-69,999           10,000-99,999          5-10 
## 2600    25,000-29,999                 100-999          5-10 
## 2601            0-999                      0            1-2 
## 2602  100,000-124,999                      0            None
## 2603             <NA>                    <NA>           < 1 
## 2604    80,000-89,999                 100-999          5-10 
## 2605    90,000-99,999              > 100,000          10-20 
## 2606  200,000-249,999              1000-9,999         10-20 
## 2607    15,000-19,999                 100-999          5-10 
## 2608             <NA>                    <NA>           1-2 
## 2609             <NA>                    <NA>           1-2 
## 2610             <NA>                    <NA>           < 1 
## 2611             <NA>                    <NA>           < 1 
## 2612            0-999                      0            None
## 2613             <NA>                    <NA>           1-2 
## 2614             <NA>                    <NA>           < 1 
## 2615      5,000-7,499              1000-9,999           1-2 
## 2616  250,000-299,999           10,000-99,999          5-10 
## 2617  200,000-249,999                 100-999         10-20 
## 2618    70,000-79,999           10,000-99,999           3-5 
## 2619      1,000-1,999                      0            < 1 
## 2620  125,000-149,999              > 100,000           5-10 
## 2621             <NA>                    <NA>           < 1 
## 2622      5,000-7,499              1000-9,999           1-2 
## 2623    70,000-79,999                    1-99          5-10 
## 2624             <NA>                    <NA>           1-2 
## 2625    80,000-89,999           10,000-99,999           1-2 
## 2626    40,000-49,999                      0            < 1 
## 2627  200,000-249,999              > 100,000            20+ 
## 2628    60,000-69,999              1000-9,999           1-2 
## 2629             <NA>                    <NA>           None
## 2630    60,000-69,999              > 100,000            3-5 
## 2631      2,000-2,999                      0            < 1 
## 2632             <NA>                    <NA>           < 1 
## 2633    80,000-89,999              > 100,000            3-5 
## 2634             <NA>                    <NA>           1-2 
## 2635      2,000-2,999                    1-99           < 1 
## 2636    30,000-39,999                    1-99           < 1 
## 2637             <NA>                    <NA>           3-5 
## 2638             <NA>                    <NA>           < 1 
## 2639  150,000-199,999              1000-9,999           3-5 
## 2640    25,000-29,999              1000-9,999           1-2 
## 2641    25,000-29,999              1000-9,999           3-5 
## 2642            0-999                      0            3-5 
## 2643            0-999              1000-9,999           20+ 
## 2644      7,500-9,999                    1-99           < 1 
## 2645    60,000-69,999                      0            3-5 
## 2646            0-999                      0            3-5 
## 2647             <NA>                    <NA>           None
## 2648    70,000-79,999              > 100,000            1-2 
## 2649    40,000-49,999                      0           5-10 
## 2650             <NA>                    <NA>           20+ 
## 2651  125,000-149,999              > 100,000            20+ 
## 2652  150,000-199,999           10,000-99,999         10-20 
## 2653      3,000-3,999                    1-99           1-2 
## 2654  100,000-124,999           10,000-99,999           3-5 
## 2655    30,000-39,999           10,000-99,999           3-5 
## 2656    90,000-99,999              1000-9,999          5-10 
## 2657    70,000-79,999                      0            20+ 
## 2658             <NA>                    <NA>           1-2 
## 2659    70,000-79,999                 100-999          5-10 
## 2660    10,000-14,999              1000-9,999          5-10 
## 2661             <NA>                    <NA>           < 1 
## 2662    25,000-29,999           10,000-99,999           1-2 
## 2663             <NA>                    <NA>           1-2 
## 2664    70,000-79,999              1000-9,999           3-5 
## 2665    10,000-14,999              1000-9,999           3-5 
## 2666        > 500,000              > 100,000            1-2 
## 2667    30,000-39,999                      0            < 1 
## 2668      3,000-3,999                 100-999           3-5 
## 2669             <NA>                    <NA>           1-2 
## 2670    50,000-59,999                 100-999           3-5 
## 2671    40,000-49,999                      0           5-10 
## 2672  100,000-124,999              > 100,000           5-10 
## 2673             <NA>                    <NA>           1-2 
## 2674  125,000-149,999              > 100,000           5-10 
## 2675             <NA>                    <NA>           < 1 
## 2676            0-999                    1-99           1-2 
## 2677             <NA>                    <NA>           3-5 
## 2678             <NA>                    <NA>           3-5 
## 2679    10,000-14,999                      0            3-5 
## 2680            0-999                    1-99           < 1 
## 2681             <NA>                    <NA>           1-2 
## 2682  125,000-149,999                 100-999           20+ 
## 2683             <NA>                    <NA>           None
## 2684    10,000-14,999              1000-9,999           3-5 
## 2685            0-999                      0            3-5 
## 2686  100,000-124,999              1000-9,999           3-5 
## 2687    70,000-79,999                 100-999           3-5 
## 2688    40,000-49,999                      0            1-2 
## 2689  150,000-199,999              1000-9,999           1-2 
## 2690    40,000-49,999              1000-9,999           < 1 
## 2691      1,000-1,999                      0            < 1 
## 2692      1,000-1,999                    1-99           3-5 
## 2693             <NA>                    <NA>           20+ 
## 2694    30,000-39,999              1000-9,999          5-10 
## 2695    15,000-19,999              1000-9,999           3-5 
## 2696            0-999                 100-999           < 1 
## 2697    90,000-99,999              > 100,000           5-10 
## 2698    40,000-49,999              1000-9,999           3-5 
## 2699             <NA>                    <NA>           < 1 
## 2700            0-999              1000-9,999           < 1 
## 2701             <NA>                    <NA>           < 1 
## 2702            0-999                 100-999           < 1 
## 2703             <NA>                    <NA>           < 1 
## 2704    60,000-69,999           10,000-99,999         10-20 
## 2705      5,000-7,499                      0            None
## 2706  300,000-500,000              > 100,000          10-20 
## 2707    50,000-59,999                      0            < 1 
## 2708             <NA>                    <NA>           1-2 
## 2709    15,000-19,999                    1-99           3-5 
## 2710  125,000-149,999           10,000-99,999           3-5 
## 2711      7,500-9,999                 100-999           3-5 
## 2712            0-999                      0            3-5 
## 2713  150,000-199,999              1000-9,999         10-20 
## 2714  100,000-124,999           10,000-99,999          5-10 
## 2715            0-999                      0            3-5 
## 2716             <NA>                    <NA>           1-2 
## 2717             <NA>                    <NA>           < 1 
## 2718  125,000-149,999                    1-99          5-10 
## 2719            0-999                 100-999          5-10 
## 2720             <NA>                    <NA>           < 1 
## 2721  100,000-124,999                    1-99           20+ 
## 2722    60,000-69,999              1000-9,999           3-5 
## 2723      1,000-1,999                 100-999           1-2 
## 2724      2,000-2,999                      0            < 1 
## 2725    15,000-19,999                    1-99           20+ 
## 2726    90,000-99,999                      0           5-10 
## 2727    10,000-14,999                      0            1-2 
## 2728    10,000-14,999                    1-99          5-10 
## 2729             <NA>                    <NA>           < 1 
## 2730             <NA>                    <NA>           None
## 2731    10,000-14,999                    1-99          5-10 
## 2732    40,000-49,999                 100-999           3-5 
## 2733            0-999                      0            < 1 
## 2734             <NA>                    <NA>           1-2 
## 2735  100,000-124,999                      0            1-2 
## 2736    30,000-39,999              > 100,000           5-10 
## 2737        > 500,000           10,000-99,999         10-20 
## 2738             <NA>                    <NA>           1-2 
## 2739      1,000-1,999                      0            None
## 2740      7,500-9,999                    1-99           3-5 
## 2741    80,000-89,999                      0            < 1 
## 2742    10,000-14,999                 100-999           3-5 
## 2743             <NA>                    <NA>           1-2 
## 2744    50,000-59,999              > 100,000           5-10 
## 2745    90,000-99,999              1000-9,999           3-5 
## 2746  125,000-149,999                      0            1-2 
## 2747    20,000-24,999                      0            < 1 
## 2748             <NA>                    <NA>           < 1 
## 2749      5,000-7,499                 100-999           1-2 
## 2750             <NA>                    <NA>           < 1 
## 2751    20,000-24,999                 100-999           1-2 
## 2752    60,000-69,999              1000-9,999         10-20 
## 2753    50,000-59,999                 100-999           1-2 
## 2754    20,000-24,999                 100-999           3-5 
## 2755  100,000-124,999           10,000-99,999           3-5 
## 2756    90,000-99,999                 100-999           3-5 
## 2757      2,000-2,999                      0           5-10 
## 2758    10,000-14,999                 100-999           < 1 
## 2759      2,000-2,999              1000-9,999           None
## 2760            0-999                      0            < 1 
## 2761    30,000-39,999              1000-9,999          5-10 
## 2762    60,000-69,999              > 100,000          10-20 
## 2763             <NA>                    <NA>           1-2 
## 2764             <NA>                    <NA>           1-2 
## 2765      1,000-1,999                    1-99           1-2 
## 2766      5,000-7,499                    1-99           1-2 
## 2767    15,000-19,999              1000-9,999           3-5 
## 2768    15,000-19,999              1000-9,999          5-10 
## 2769    80,000-89,999                      0            1-2 
## 2770    60,000-69,999              1000-9,999           3-5 
## 2771             <NA>                    <NA>           None
## 2772    50,000-59,999                      0            3-5 
## 2773    10,000-14,999                    1-99           < 1 
## 2774             <NA>                    <NA>           < 1 
## 2775  100,000-124,999                 100-999           < 1 
## 2776    70,000-79,999                      0            3-5 
## 2777             <NA>                    <NA>           < 1 
## 2778             <NA>                    <NA>          5-10 
## 2779             <NA>                    <NA>           None
## 2780            0-999                      0            1-2 
## 2781  125,000-149,999           10,000-99,999           3-5 
## 2782    70,000-79,999           10,000-99,999           1-2 
## 2783             <NA>                    <NA>           1-2 
## 2784    80,000-89,999                      0            1-2 
## 2785      5,000-7,499                      0            3-5 
## 2786    90,000-99,999           10,000-99,999         10-20 
## 2787    40,000-49,999                 100-999           < 1 
## 2788      5,000-7,499                      0            < 1 
## 2789             <NA>                    <NA>           < 1 
## 2790    50,000-59,999                      0          10-20 
## 2791      7,500-9,999                    1-99           3-5 
## 2792    30,000-39,999           10,000-99,999         10-20 
## 2793    25,000-29,999              1000-9,999          5-10 
## 2794             <NA>                    <NA>           < 1 
## 2795             <NA>                    <NA>           < 1 
## 2796  100,000-124,999                 100-999         10-20 
## 2797    60,000-69,999                      0            1-2 
## 2798    90,000-99,999                      0          10-20 
## 2799      5,000-7,499                 100-999           1-2 
## 2800      2,000-2,999                 100-999           3-5 
## 2801            0-999                    1-99           1-2 
## 2802  300,000-500,000              > 100,000           5-10 
## 2803    50,000-59,999                      0          10-20 
## 2804    20,000-24,999              1000-9,999           3-5 
## 2805    50,000-59,999                 100-999           3-5 
## 2806    30,000-39,999           10,000-99,999           < 1 
## 2807            0-999                 100-999          5-10 
## 2808             <NA>                    <NA>           1-2 
## 2809    40,000-49,999              1000-9,999           20+ 
## 2810             <NA>                    <NA>           < 1 
## 2811      1,000-1,999                      0            3-5 
## 2812      3,000-3,999                 100-999           < 1 
## 2813    60,000-69,999                 100-999           3-5 
## 2814    90,000-99,999           10,000-99,999           20+ 
## 2815             <NA>                    <NA>           < 1 
## 2816            0-999                      0            < 1 
## 2817    10,000-14,999                      0            < 1 
## 2818      2,000-2,999                    1-99           < 1 
## 2819            0-999                      0            < 1 
## 2820      1,000-1,999              1000-9,999           1-2 
## 2821      2,000-2,999                    1-99           3-5 
## 2822             <NA>                    <NA>           1-2 
## 2823             <NA>                    <NA>           < 1 
## 2824    60,000-69,999                 100-999           3-5 
## 2825    15,000-19,999           10,000-99,999           None
## 2826            0-999                      0            1-2 
## 2827             <NA>                    <NA>           < 1 
## 2828             <NA>                    <NA>           3-5 
## 2829            0-999                 100-999           < 1 
## 2830      1,000-1,999              1000-9,999           1-2 
## 2831             <NA>                    <NA>           < 1 
## 2832            0-999              1000-9,999           3-5 
## 2833    90,000-99,999                 100-999           1-2 
## 2834        > 500,000              > 100,000            3-5 
## 2835             <NA>                    <NA>           < 1 
## 2836    15,000-19,999                 100-999           1-2 
## 2837  150,000-199,999              > 100,000          10-20 
## 2838             <NA>                    <NA>           1-2 
## 2839    15,000-19,999                      0           5-10 
## 2840             <NA>                    <NA>           1-2 
## 2841    15,000-19,999           10,000-99,999           3-5 
## 2842      5,000-7,499                      0            < 1 
## 2843            0-999                 100-999           None
## 2844  300,000-500,000           10,000-99,999          5-10 
## 2845             <NA>                    <NA>           1-2 
## 2846    30,000-39,999              1000-9,999          5-10 
## 2847    50,000-59,999              1000-9,999           1-2 
## 2848             <NA>                    <NA>           1-2 
## 2849            0-999                 100-999          5-10 
## 2850    10,000-14,999              1000-9,999           1-2 
## 2851    20,000-24,999              1000-9,999           1-2 
## 2852             <NA>                    <NA>           < 1 
## 2853  200,000-249,999           10,000-99,999           < 1 
## 2854    30,000-39,999                      0            3-5 
## 2855             <NA>                    <NA>           < 1 
## 2856    50,000-59,999                 100-999           1-2 
## 2857      7,500-9,999                 100-999         10-20 
## 2858            0-999                      0            < 1 
## 2859             <NA>                    <NA>           < 1 
## 2860             <NA>                    <NA>           1-2 
## 2861             <NA>                    <NA>           1-2 
## 2862      1,000-1,999                      0            1-2 
## 2863      5,000-7,499                      0            None
## 2864      2,000-2,999           10,000-99,999         10-20 
## 2865            0-999                      0            < 1 
## 2866             <NA>                    <NA>           1-2 
## 2867            0-999                      0            20+ 
## 2868    10,000-14,999                 100-999           1-2 
## 2869  100,000-124,999                    1-99           3-5 
## 2870             <NA>                    <NA>           < 1 
## 2871            0-999                    1-99           < 1 
## 2872  125,000-149,999              > 100,000          10-20 
## 2873             <NA>                    <NA>           None
## 2874             <NA>                    <NA>           < 1 
## 2875      5,000-7,499                      0            < 1 
## 2876      1,000-1,999                 100-999           3-5 
## 2877    70,000-79,999                    1-99          5-10 
## 2878    30,000-39,999           10,000-99,999         10-20 
## 2879    60,000-69,999                    1-99           1-2 
## 2880      5,000-7,499                      0            1-2 
## 2881    60,000-69,999              1000-9,999           1-2 
## 2882  200,000-249,999              > 100,000          10-20 
## 2883             <NA>                    <NA>           < 1 
## 2884             <NA>                    <NA>           < 1 
## 2885    20,000-24,999                 100-999           3-5 
## 2886    20,000-24,999                      0            1-2 
## 2887            0-999                      0            < 1 
## 2888    80,000-89,999              1000-9,999           None
## 2889    30,000-39,999                      0            3-5 
## 2890    10,000-14,999                      0            None
## 2891    10,000-14,999              1000-9,999           3-5 
## 2892      3,000-3,999                      0            < 1 
## 2893  150,000-199,999                 100-999         10-20 
## 2894      7,500-9,999                      0            1-2 
## 2895  150,000-199,999                      0           5-10 
## 2896             <NA>                    <NA>           20+ 
## 2897    70,000-79,999                      0            1-2 
## 2898  150,000-199,999              > 100,000           5-10 
## 2899             <NA>                    <NA>           < 1 
## 2900             <NA>                    <NA>           < 1 
## 2901             <NA>                    <NA>           1-2 
## 2902             <NA>                    <NA>           1-2 
## 2903             <NA>                    <NA>           < 1 
## 2904             <NA>                    <NA>           None
## 2905    15,000-19,999              1000-9,999           1-2 
## 2906    20,000-24,999                 100-999          5-10 
## 2907    30,000-39,999              > 100,000            3-5 
## 2908    25,000-29,999                      0            1-2 
## 2909      3,000-3,999              1000-9,999           1-2 
## 2910    10,000-14,999              1000-9,999          5-10 
## 2911             <NA>                    <NA>           3-5 
## 2912    80,000-89,999           10,000-99,999           3-5 
## 2913  150,000-199,999              > 100,000            20+ 
## 2914  125,000-149,999              > 100,000           5-10 
## 2915             <NA>                    <NA>           < 1 
## 2916    10,000-14,999              1000-9,999           1-2 
## 2917    20,000-24,999              > 100,000            3-5 
## 2918    60,000-69,999              > 100,000           5-10 
## 2919      5,000-7,499              1000-9,999           None
## 2920             <NA>                    <NA>          5-10 
## 2921    40,000-49,999                    1-99         10-20 
## 2922      3,000-3,999                    1-99           1-2 
## 2923    10,000-14,999           10,000-99,999           None
## 2924            0-999              1000-9,999           3-5 
## 2925    20,000-24,999              1000-9,999           < 1 
## 2926             <NA>                    <NA>           1-2 
## 2927             <NA>                    <NA>           1-2 
## 2928             <NA>                    <NA>           < 1 
## 2929    30,000-39,999           10,000-99,999           < 1 
## 2930  150,000-199,999                      0           5-10 
## 2931             <NA>                    <NA>           1-2 
## 2932    25,000-29,999                    1-99           1-2 
## 2933             <NA>                    <NA>           1-2 
## 2934    30,000-39,999                    1-99           3-5 
## 2935             <NA>                    <NA>           1-2 
## 2936    50,000-59,999                    1-99           None
## 2937             <NA>                    <NA>           None
## 2938      5,000-7,499                      0            < 1 
## 2939    30,000-39,999                      0            < 1 
## 2940    15,000-19,999                 100-999           1-2 
## 2941    60,000-69,999              > 100,000           5-10 
## 2942    60,000-69,999                      0            3-5 
## 2943             <NA>                    <NA>           3-5 
## 2944    10,000-14,999              1000-9,999           1-2 
## 2945    20,000-24,999                      0            < 1 
## 2946             <NA>                    <NA>           < 1 
## 2947             <NA>                    <NA>           1-2 
## 2948  200,000-249,999           10,000-99,999           1-2 
## 2949             <NA>                    <NA>           1-2 
## 2950             <NA>                    <NA>           < 1 
## 2951             <NA>                    <NA>           < 1 
## 2952    10,000-14,999                      0            < 1 
## 2953             <NA>                    <NA>           < 1 
## 2954             <NA>                    <NA>           < 1 
## 2955    10,000-14,999              1000-9,999           3-5 
## 2956    25,000-29,999                 100-999           3-5 
## 2957  150,000-199,999                 100-999           None
## 2958            0-999                    1-99           None
## 2959    40,000-49,999                 100-999           1-2 
## 2960            0-999                      0            1-2 
## 2961      7,500-9,999                    1-99           3-5 
## 2962            0-999           10,000-99,999           20+ 
## 2963    40,000-49,999                      0            3-5 
## 2964    30,000-39,999                      0            < 1 
## 2965            0-999                      0            < 1 
## 2966      2,000-2,999                 100-999           3-5 
## 2967             <NA>                    <NA>           1-2 
## 2968    10,000-14,999           10,000-99,999           3-5 
## 2969             <NA>                    <NA>           1-2 
## 2970      2,000-2,999              1000-9,999           1-2 
## 2971             <NA>                    <NA>           1-2 
## 2972             <NA>                    <NA>           None
## 2973             <NA>                    <NA>           < 1 
## 2974    20,000-24,999              1000-9,999         10-20 
## 2975             <NA>                    <NA>         10-20 
## 2976      3,000-3,999                 100-999          5-10 
## 2977      1,000-1,999                 100-999           1-2 
## 2978    60,000-69,999           10,000-99,999         10-20 
## 2979    25,000-29,999                    1-99           3-5 
## 2980      7,500-9,999                    1-99           1-2 
## 2981      3,000-3,999              1000-9,999          5-10 
## 2982    10,000-14,999                      0            3-5 
## 2983    60,000-69,999           10,000-99,999         10-20 
## 2984    10,000-14,999           10,000-99,999           < 1 
## 2985  125,000-149,999           10,000-99,999           3-5 
## 2986    15,000-19,999                      0            < 1 
## 2987            0-999                      0            None
## 2988             <NA>                    <NA>           1-2 
## 2989             <NA>                    <NA>           < 1 
## 2990            0-999                    1-99           < 1 
## 2991    40,000-49,999              1000-9,999          5-10 
## 2992             <NA>                    <NA>           < 1 
## 2993             <NA>                    <NA>           1-2 
## 2994    70,000-79,999                      0            < 1 
## 2995             <NA>                    <NA>           1-2 
## 2996             <NA>                    <NA>           None
## 2997      3,000-3,999              1000-9,999           3-5 
## 2998            0-999                      0            1-2 
## 2999    80,000-89,999           10,000-99,999           < 1 
## 3000    70,000-79,999              1000-9,999         10-20 
## 3001            0-999                      0            None
## 3002    50,000-59,999           10,000-99,999           3-5 
## 3003      5,000-7,499                 100-999           3-5 
## 3004      1,000-1,999                      0            None
## 3005             <NA>                    <NA>           1-2 
## 3006            0-999                 100-999           1-2 
## 3007    40,000-49,999                 100-999          5-10 
## 3008    25,000-29,999                 100-999          5-10 
## 3009      5,000-7,499                      0           5-10 
## 3010      3,000-3,999                 100-999           < 1 
## 3011  300,000-500,000                 100-999           None
## 3012             <NA>                    <NA>           3-5 
## 3013            0-999                 100-999           3-5 
## 3014  250,000-299,999              > 100,000            1-2 
## 3015    80,000-89,999              1000-9,999          5-10 
## 3016             <NA>                    <NA>           < 1 
## 3017      5,000-7,499              > 100,000            3-5 
## 3018             <NA>                    <NA>           1-2 
## 3019      3,000-3,999                    1-99          5-10 
## 3020             <NA>                    <NA>           < 1 
## 3021             <NA>                    <NA>           < 1 
## 3022             <NA>                    <NA>           < 1 
## 3023  150,000-199,999              1000-9,999          5-10 
## 3024    30,000-39,999                    1-99           < 1 
## 3025    50,000-59,999                      0            3-5 
## 3026      7,500-9,999                      0            1-2 
## 3027    40,000-49,999                      0            1-2 
## 3028  100,000-124,999           10,000-99,999           3-5 
## 3029    10,000-14,999                      0            < 1 
## 3030    20,000-24,999                    1-99           None
## 3031      4,000-4,999              1000-9,999           < 1 
## 3032    15,000-19,999                 100-999           1-2 
## 3033    80,000-89,999                      0            3-5 
## 3034    80,000-89,999                      0            < 1 
## 3035      7,500-9,999                    1-99           < 1 
## 3036      1,000-1,999                      0            3-5 
## 3037             <NA>                    <NA>           < 1 
## 3038             <NA>                    <NA>           1-2 
## 3039    70,000-79,999                 100-999           1-2 
## 3040             <NA>                    <NA>           < 1 
## 3041      2,000-2,999              1000-9,999           None
## 3042    15,000-19,999              1000-9,999           3-5 
## 3043  125,000-149,999              1000-9,999           3-5 
## 3044    60,000-69,999                 100-999           1-2 
## 3045    10,000-14,999                 100-999           < 1 
## 3046            0-999                 100-999           1-2 
## 3047    60,000-69,999           10,000-99,999          5-10 
## 3048    10,000-14,999              1000-9,999           1-2 
## 3049    10,000-14,999                      0            1-2 
## 3050  100,000-124,999              > 100,000            20+ 
## 3051    80,000-89,999                      0            1-2 
## 3052    40,000-49,999           10,000-99,999           3-5 
## 3053            0-999                 100-999           < 1 
## 3054             <NA>                    <NA>           1-2 
## 3055             <NA>                    <NA>           < 1 
## 3056             <NA>                    <NA>           < 1 
## 3057             <NA>                    <NA>           < 1 
## 3058    40,000-49,999              1000-9,999         10-20 
## 3059  150,000-199,999                      0            < 1 
## 3060             <NA>                    <NA>           1-2 
## 3061             <NA>                    <NA>           3-5 
## 3062             <NA>                    <NA>           3-5 
## 3063    25,000-29,999              1000-9,999           3-5 
## 3064             <NA>                    <NA>           1-2 
## 3065    60,000-69,999              > 100,000            None
## 3066    90,000-99,999              1000-9,999           1-2 
## 3067             <NA>                    <NA>           < 1 
## 3068             <NA>                    <NA>           3-5 
## 3069  100,000-124,999           10,000-99,999           3-5 
## 3070    30,000-39,999              > 100,000            None
## 3071    30,000-39,999              > 100,000            1-2 
## 3072             <NA>                    <NA>           < 1 
## 3073      1,000-1,999           10,000-99,999          5-10 
## 3074      1,000-1,999                      0            None
## 3075            0-999                 100-999          5-10 
## 3076            0-999                 100-999           3-5 
## 3077             <NA>                    <NA>           None
## 3078    10,000-14,999                    1-99           1-2 
## 3079             <NA>                    <NA>           < 1 
## 3080      5,000-7,499                    1-99           < 1 
## 3081            0-999                      0            1-2 
## 3082      2,000-2,999                      0            1-2 
## 3083             <NA>                    <NA>           3-5 
## 3084             <NA>                    <NA>           1-2 
## 3085      7,500-9,999           10,000-99,999           < 1 
## 3086    50,000-59,999           10,000-99,999           < 1 
## 3087    70,000-79,999                      0          10-20 
## 3088             <NA>                    <NA>           < 1 
## 3089    50,000-59,999                 100-999          5-10 
## 3090    15,000-19,999                 100-999           3-5 
## 3091    25,000-29,999                      0            1-2 
## 3092      1,000-1,999                      0            1-2 
## 3093  100,000-124,999                    1-99         10-20 
## 3094    20,000-24,999                    1-99           1-2 
## 3095             <NA>                    <NA>           < 1 
## 3096             <NA>                    <NA>           None
## 3097    50,000-59,999           10,000-99,999          5-10 
## 3098  125,000-149,999              1000-9,999          5-10 
## 3099             <NA>                    <NA>           3-5 
## 3100             <NA>                    <NA>           < 1 
## 3101            0-999                 100-999           < 1 
## 3102    70,000-79,999                      0           5-10 
## 3103    15,000-19,999                      0            < 1 
## 3104             <NA>                    <NA>           < 1 
## 3105             <NA>                    <NA>         10-20 
## 3106            0-999                    1-99           < 1 
## 3107  100,000-124,999              > 100,000            3-5 
## 3108    15,000-19,999                 100-999          5-10 
## 3109            0-999                 100-999           3-5 
## 3110             <NA>                    <NA>           1-2 
## 3111             <NA>                    <NA>           3-5 
## 3112    50,000-59,999                      0          10-20 
## 3113      4,000-4,999              1000-9,999           1-2 
## 3114      1,000-1,999                      0            < 1 
## 3115             <NA>                    <NA>           < 1 
## 3116             <NA>                    <NA>           1-2 
## 3117             <NA>                    <NA>           1-2 
## 3118             <NA>                    <NA>           < 1 
## 3119    30,000-39,999                      0            3-5 
## 3120    10,000-14,999              > 100,000            3-5 
## 3121      7,500-9,999                      0            3-5 
## 3122      1,000-1,999              1000-9,999           1-2 
## 3123            0-999                    1-99           3-5 
## 3124    15,000-19,999           10,000-99,999           1-2 
## 3125    10,000-14,999              1000-9,999           1-2 
## 3126  100,000-124,999                 100-999           3-5 
## 3127    50,000-59,999              1000-9,999           3-5 
## 3128    60,000-69,999                 100-999           3-5 
## 3129            0-999                      0            < 1 
## 3130    20,000-24,999                 100-999          5-10 
## 3131      5,000-7,499              > 100,000            1-2 
## 3132    10,000-14,999                    1-99           < 1 
## 3133    60,000-69,999                 100-999         10-20 
## 3134  150,000-199,999           10,000-99,999         10-20 
## 3135             <NA>                    <NA>           20+ 
## 3136  150,000-199,999              > 100,000          10-20 
## 3137      7,500-9,999                      0           5-10 
## 3138      2,000-2,999                      0            < 1 
## 3139    20,000-24,999                      0            1-2 
## 3140             <NA>                    <NA>           < 1 
## 3141             <NA>                    <NA>           None
## 3142    80,000-89,999                      0            1-2 
## 3143            0-999           10,000-99,999         10-20 
## 3144    15,000-19,999                 100-999          5-10 
## 3145    10,000-14,999                      0            < 1 
## 3146    25,000-29,999              1000-9,999         10-20 
## 3147    20,000-24,999              1000-9,999           < 1 
## 3148      5,000-7,499                    1-99           None
## 3149  100,000-124,999                      0           5-10 
## 3150      3,000-3,999              1000-9,999           1-2 
## 3151      5,000-7,499                      0            1-2 
## 3152    20,000-24,999                 100-999         10-20 
## 3153      2,000-2,999                    1-99           3-5 
## 3154             <NA>                    <NA>           1-2 
## 3155    80,000-89,999              > 100,000           5-10 
## 3156    30,000-39,999                    1-99           3-5 
## 3157            0-999                    1-99           < 1 
## 3158    25,000-29,999                      0            3-5 
## 3159             <NA>                    <NA>           < 1 
## 3160  125,000-149,999                 100-999           20+ 
## 3161             <NA>                    <NA>           None
## 3162      2,000-2,999              1000-9,999           < 1 
## 3163             <NA>                    <NA>           None
## 3164    60,000-69,999                      0            3-5 
## 3165            0-999                    1-99           < 1 
## 3166    70,000-79,999           10,000-99,999          5-10 
## 3167      1,000-1,999                    1-99           < 1 
## 3168            0-999                    1-99           1-2 
## 3169      5,000-7,499                      0            1-2 
## 3170    70,000-79,999              > 100,000           5-10 
## 3171    40,000-49,999                    1-99           1-2 
## 3172             <NA>                    <NA>           1-2 
## 3173             <NA>                    <NA>           < 1 
## 3174      5,000-7,499                      0            < 1 
## 3175            0-999                      0            None
## 3176             <NA>                    <NA>           1-2 
## 3177    50,000-59,999              1000-9,999          5-10 
## 3178    50,000-59,999                 100-999           3-5 
## 3179  100,000-124,999              1000-9,999           1-2 
## 3180    70,000-79,999              > 100,000          10-20 
## 3181      5,000-7,499              1000-9,999           None
## 3182  125,000-149,999                 100-999           3-5 
## 3183             <NA>                    <NA>           < 1 
## 3184    10,000-14,999                      0           5-10 
## 3185    40,000-49,999                      0            1-2 
## 3186            0-999                 100-999           1-2 
## 3187    70,000-79,999              > 100,000            3-5 
## 3188            0-999                    1-99           < 1 
## 3189    90,000-99,999              > 100,000            1-2 
## 3190    20,000-24,999                    1-99           < 1 
## 3191      7,500-9,999           10,000-99,999          5-10 
## 3192      5,000-7,499              1000-9,999         10-20 
## 3193    60,000-69,999                 100-999           20+ 
## 3194    20,000-24,999           10,000-99,999         10-20 
## 3195    90,000-99,999                      0          10-20 
## 3196             <NA>                    <NA>           3-5 
## 3197    80,000-89,999              1000-9,999           3-5 
## 3198    60,000-69,999              > 100,000            1-2 
## 3199             <NA>                    <NA>          5-10 
## 3200    50,000-59,999                      0           5-10 
## 3201  150,000-199,999              > 100,000           5-10 
## 3202            0-999                      0            < 1 
## 3203            0-999                    1-99           3-5 
## 3204    25,000-29,999                 100-999           3-5 
## 3205    40,000-49,999              > 100,000           5-10 
## 3206            0-999                      0            None
## 3207             <NA>                    <NA>           < 1 
## 3208             <NA>                    <NA>           1-2 
## 3209             <NA>                    <NA>           < 1 
## 3210      5,000-7,499                 100-999           1-2 
## 3211  150,000-199,999                      0            1-2 
## 3212             <NA>                    <NA>           < 1 
## 3213             <NA>                    <NA>          5-10 
## 3214      3,000-3,999                 100-999           1-2 
## 3215    15,000-19,999                 100-999           20+ 
## 3216    80,000-89,999                      0          10-20 
## 3217      5,000-7,499                    1-99           1-2 
## 3218    20,000-24,999              1000-9,999           3-5 
## 3219  125,000-149,999                      0            3-5 
## 3220    20,000-24,999           10,000-99,999         10-20 
## 3221      5,000-7,499                    1-99           < 1 
## 3222            0-999                      0            < 1 
## 3223  100,000-124,999                 100-999           20+ 
## 3224      3,000-3,999                 100-999           1-2 
## 3225    60,000-69,999              1000-9,999           3-5 
## 3226            0-999                      0            1-2 
## 3227            0-999                      0            1-2 
## 3228             <NA>                    <NA>           3-5 
## 3229             <NA>                    <NA>           < 1 
## 3230             <NA>                    <NA>           < 1 
## 3231             <NA>                    <NA>           1-2 
## 3232             <NA>                    <NA>           < 1 
## 3233             <NA>                    <NA>           < 1 
## 3234             <NA>                    <NA>           3-5 
## 3235            0-999                    1-99           None
## 3236             <NA>                    <NA>           < 1 
## 3237      3,000-3,999                      0            < 1 
## 3238  100,000-124,999              1000-9,999         10-20 
## 3239             <NA>                    <NA>           < 1 
## 3240            0-999              1000-9,999           < 1 
## 3241             <NA>                    <NA>           < 1 
## 3242             <NA>                    <NA>           1-2 
## 3243      5,000-7,499                      0            1-2 
## 3244  200,000-249,999              > 100,000          10-20 
## 3245    70,000-79,999              > 100,000            3-5 
## 3246    10,000-14,999                      0            < 1 
## 3247      4,000-4,999                 100-999           1-2 
## 3248    10,000-14,999              > 100,000            1-2 
## 3249  200,000-249,999           10,000-99,999          5-10 
## 3250    10,000-14,999                 100-999           1-2 
## 3251    30,000-39,999                      0           5-10 
## 3252            0-999                      0            < 1 
## 3253             <NA>                    <NA>           < 1 
## 3254      7,500-9,999                    1-99           3-5 
## 3255    50,000-59,999                 100-999           < 1 
## 3256    25,000-29,999              1000-9,999          5-10 
## 3257    30,000-39,999                      0            1-2 
## 3258    10,000-14,999              1000-9,999           1-2 
## 3259             <NA>                    <NA>           < 1 
## 3260            0-999                 100-999           < 1 
## 3261    25,000-29,999                 100-999           1-2 
## 3262      5,000-7,499           10,000-99,999           1-2 
## 3263  150,000-199,999              1000-9,999          5-10 
## 3264             <NA>                    <NA>           1-2 
## 3265             <NA>                    <NA>           < 1 
## 3266      1,000-1,999              1000-9,999           < 1 
## 3267      7,500-9,999                      0            < 1 
## 3268    30,000-39,999                 100-999           1-2 
## 3269    60,000-69,999           10,000-99,999          5-10 
## 3270    25,000-29,999                      0            < 1 
## 3271      1,000-1,999                      0          10-20 
## 3272             <NA>                    <NA>           < 1 
## 3273    40,000-49,999                    1-99           3-5 
## 3274      2,000-2,999                      0            None
## 3275  100,000-124,999           10,000-99,999         10-20 
## 3276    30,000-39,999                      0           5-10 
## 3277    80,000-89,999                      0          10-20 
## 3278      4,000-4,999                    1-99           None
## 3279      5,000-7,499                    1-99           < 1 
## 3280      2,000-2,999                 100-999           1-2 
## 3281             <NA>                    <NA>           < 1 
## 3282      4,000-4,999                      0            None
## 3283             <NA>                    <NA>           1-2 
## 3284    90,000-99,999              1000-9,999           3-5 
## 3285             <NA>                    <NA>           < 1 
## 3286            0-999              1000-9,999           3-5 
## 3287    60,000-69,999              > 100,000           5-10 
## 3288        > 500,000                      0           5-10 
## 3289      5,000-7,499                      0            1-2 
## 3290             <NA>                    <NA>           20+ 
## 3291             <NA>                    <NA>           1-2 
## 3292      3,000-3,999                      0            None
## 3293            0-999                    1-99           None
## 3294    20,000-24,999                 100-999           1-2 
## 3295    30,000-39,999                 100-999           < 1 
## 3296    30,000-39,999              > 100,000            3-5 
## 3297             <NA>                    <NA>           < 1 
## 3298    10,000-14,999                 100-999           1-2 
## 3299      7,500-9,999                    1-99           1-2 
## 3300    40,000-49,999                      0          10-20 
## 3301    25,000-29,999                 100-999           < 1 
## 3302  150,000-199,999           10,000-99,999           3-5 
## 3303  150,000-199,999           10,000-99,999           20+ 
## 3304    40,000-49,999              1000-9,999          5-10 
## 3305             <NA>                    <NA>           1-2 
## 3306             <NA>                    <NA>           < 1 
## 3307    30,000-39,999                      0            None
## 3308    60,000-69,999              > 100,000          10-20 
## 3309    15,000-19,999                 100-999           1-2 
## 3310      7,500-9,999              1000-9,999           1-2 
## 3311    20,000-24,999                 100-999           1-2 
## 3312    40,000-49,999                      0           5-10 
## 3313    70,000-79,999                 100-999          5-10 
## 3314    25,000-29,999                 100-999          5-10 
## 3315            0-999                 100-999           < 1 
## 3316  150,000-199,999           10,000-99,999         10-20 
## 3317             <NA>                    <NA>           < 1 
## 3318            0-999                    1-99           1-2 
## 3319    30,000-39,999                    1-99           20+ 
## 3320    30,000-39,999                    1-99           1-2 
## 3321      7,500-9,999                      0            None
## 3322             <NA>                    <NA>           < 1 
## 3323    60,000-69,999                      0            20+ 
## 3324             <NA>                    <NA>           < 1 
## 3325             <NA>                    <NA>           None
## 3326    15,000-19,999                      0            1-2 
## 3327      1,000-1,999                 100-999           1-2 
## 3328    40,000-49,999              1000-9,999          5-10 
## 3329      1,000-1,999                 100-999           1-2 
## 3330    60,000-69,999              > 100,000          10-20 
## 3331             <NA>                    <NA>           1-2 
## 3332             <NA>                    <NA>           1-2 
## 3333      1,000-1,999                 100-999           1-2 
## 3334             <NA>                    <NA>           None
## 3335             <NA>                    <NA>           None
## 3336    40,000-49,999              1000-9,999           3-5 
## 3337             <NA>                    <NA>           1-2 
## 3338      1,000-1,999                 100-999           3-5 
## 3339      7,500-9,999           10,000-99,999           3-5 
## 3340  125,000-149,999              > 100,000          10-20 
## 3341      5,000-7,499                      0            < 1 
## 3342             <NA>                    <NA>           3-5 
## 3343            0-999                      0            1-2 
## 3344      5,000-7,499                      0            3-5 
## 3345             <NA>                    <NA>           None
## 3346    40,000-49,999                      0            3-5 
## 3347             <NA>                    <NA>           < 1 
## 3348            0-999                      0            < 1 
## 3349    30,000-39,999                      0            20+ 
## 3350             <NA>                    <NA>           3-5 
## 3351    10,000-14,999              1000-9,999          5-10 
## 3352             <NA>                    <NA>           None
## 3353  125,000-149,999              > 100,000           5-10 
## 3354            0-999                    1-99           < 1 
## 3355    25,000-29,999              1000-9,999           < 1 
## 3356    80,000-89,999              1000-9,999           20+ 
## 3357      7,500-9,999                 100-999           1-2 
## 3358      5,000-7,499                      0            1-2 
## 3359            0-999                      0            < 1 
## 3360    30,000-39,999              1000-9,999           3-5 
## 3361    60,000-69,999                      0            3-5 
## 3362             <NA>                    <NA>           1-2 
## 3363    50,000-59,999                 100-999           1-2 
## 3364  125,000-149,999              > 100,000            1-2 
## 3365             <NA>                    <NA>           < 1 
## 3366    80,000-89,999           10,000-99,999         10-20 
## 3367    40,000-49,999                    1-99           1-2 
## 3368            0-999                      0            < 1 
## 3369             <NA>                    <NA>           1-2 
## 3370    70,000-79,999           10,000-99,999          5-10 
## 3371    30,000-39,999                      0           5-10 
## 3372    20,000-24,999              > 100,000            1-2 
## 3373    25,000-29,999                    1-99           3-5 
## 3374    20,000-24,999                      0            1-2 
## 3375    25,000-29,999                      0            1-2 
## 3376    70,000-79,999                 100-999          5-10 
## 3377    10,000-14,999              1000-9,999           1-2 
## 3378      3,000-3,999                      0            1-2 
## 3379    60,000-69,999                      0            1-2 
## 3380             <NA>                    <NA>           < 1 
## 3381  100,000-124,999              > 100,000            20+ 
## 3382  125,000-149,999           10,000-99,999          5-10 
## 3383    60,000-69,999                      0            < 1 
## 3384             <NA>                    <NA>           1-2 
## 3385    30,000-39,999                      0            < 1 
## 3386            0-999                      0            < 1 
## 3387    15,000-19,999              1000-9,999           1-2 
## 3388    90,000-99,999              1000-9,999         10-20 
## 3389            0-999              1000-9,999           < 1 
## 3390             <NA>                    <NA>           < 1 
## 3391             <NA>                    <NA>           None
## 3392    50,000-59,999              1000-9,999         10-20 
## 3393        > 500,000              > 100,000            None
## 3394    50,000-59,999           10,000-99,999           20+ 
## 3395             <NA>                    <NA>           < 1 
## 3396      2,000-2,999                 100-999           1-2 
## 3397      5,000-7,499                      0            < 1 
## 3398             <NA>                    <NA>           < 1 
## 3399      4,000-4,999                      0            3-5 
## 3400      2,000-2,999                    1-99           1-2 
## 3401             <NA>                    <NA>           1-2 
## 3402    25,000-29,999                 100-999           3-5 
## 3403    20,000-24,999                      0            1-2 
## 3404    60,000-69,999              1000-9,999          5-10 
## 3405            0-999                      0            < 1 
## 3406    50,000-59,999                      0            < 1 
## 3407            0-999              1000-9,999          5-10 
## 3408    10,000-14,999              1000-9,999           1-2 
## 3409    15,000-19,999                      0            1-2 
## 3410      5,000-7,499              1000-9,999           3-5 
## 3411  200,000-249,999              > 100,000            1-2 
## 3412    70,000-79,999           10,000-99,999           3-5 
## 3413             <NA>                    <NA>           1-2 
## 3414             <NA>                    <NA>           < 1 
## 3415             <NA>                    <NA>          5-10 
## 3416    40,000-49,999              1000-9,999          5-10 
## 3417            0-999                      0            < 1 
## 3418    90,000-99,999                 100-999         10-20 
## 3419    10,000-14,999                      0           5-10 
## 3420             <NA>                    <NA>           1-2 
## 3421    25,000-29,999                      0            1-2 
## 3422    30,000-39,999              1000-9,999           3-5 
## 3423             <NA>                    <NA>           1-2 
## 3424    50,000-59,999                      0            3-5 
## 3425    30,000-39,999                      0            < 1 
## 3426    25,000-29,999                      0            1-2 
## 3427    90,000-99,999           10,000-99,999           20+ 
## 3428    30,000-39,999                      0            < 1 
## 3429      2,000-2,999                    1-99           1-2 
## 3430    20,000-24,999                      0            3-5 
## 3431    20,000-24,999              1000-9,999           < 1 
## 3432    40,000-49,999           10,000-99,999           1-2 
## 3433    50,000-59,999                      0            1-2 
## 3434             <NA>                    <NA>           < 1 
## 3435    50,000-59,999                      0           5-10 
## 3436             <NA>                    <NA>           1-2 
## 3437            0-999                    1-99           20+ 
## 3438      1,000-1,999                    1-99           1-2 
## 3439    70,000-79,999                      0            1-2 
## 3440    10,000-14,999                      0            None
## 3441    25,000-29,999           10,000-99,999           3-5 
## 3442    50,000-59,999                      0            20+ 
## 3443      3,000-3,999              > 100,000            3-5 
## 3444             <NA>                    <NA>           1-2 
## 3445      4,000-4,999                 100-999           < 1 
## 3446    10,000-14,999                 100-999           1-2 
## 3447    10,000-14,999                      0            < 1 
## 3448  100,000-124,999                 100-999          5-10 
## 3449             <NA>                    <NA>           < 1 
## 3450             <NA>                    <NA>           1-2 
## 3451            0-999                      0            1-2 
## 3452            0-999                 100-999           < 1 
## 3453             <NA>                    <NA>           3-5 
## 3454    25,000-29,999                      0          10-20 
## 3455             <NA>                    <NA>           < 1 
## 3456    15,000-19,999                      0          10-20 
## 3457    15,000-19,999              > 100,000           5-10 
## 3458  150,000-199,999              > 100,000            3-5 
## 3459    40,000-49,999              1000-9,999           3-5 
## 3460    30,000-39,999                      0            3-5 
## 3461    80,000-89,999              1000-9,999          5-10 
## 3462             <NA>                    <NA>           < 1 
## 3463    30,000-39,999              1000-9,999           3-5 
## 3464  150,000-199,999              1000-9,999           3-5 
## 3465  100,000-124,999              1000-9,999          5-10 
## 3466  250,000-299,999                 100-999          5-10 
## 3467      4,000-4,999                      0            < 1 
## 3468    90,000-99,999           10,000-99,999           3-5 
## 3469    10,000-14,999                 100-999           < 1 
## 3470             <NA>                    <NA>           None
## 3471      1,000-1,999              > 100,000            3-5 
## 3472             <NA>                    <NA>           1-2 
## 3473      7,500-9,999           10,000-99,999         10-20 
## 3474    60,000-69,999                      0            < 1 
## 3475    40,000-49,999           10,000-99,999          5-10 
## 3476      1,000-1,999                    1-99           < 1 
## 3477      2,000-2,999                      0            1-2 
## 3478             <NA>                    <NA>           < 1 
## 3479    60,000-69,999                    1-99           3-5 
## 3480      1,000-1,999              1000-9,999           20+ 
## 3481    40,000-49,999           10,000-99,999           1-2 
## 3482             <NA>                    <NA>           < 1 
## 3483             <NA>                    <NA>           None
## 3484    40,000-49,999                      0            None
## 3485             <NA>                    <NA>           20+ 
## 3486    30,000-39,999                 100-999          5-10 
## 3487    50,000-59,999              1000-9,999         10-20 
## 3488            0-999                      0            < 1 
## 3489    50,000-59,999                      0            3-5 
## 3490    30,000-39,999              1000-9,999          5-10 
## 3491  100,000-124,999           10,000-99,999          5-10 
## 3492    40,000-49,999                 100-999           3-5 
## 3493      3,000-3,999                      0            1-2 
## 3494    20,000-24,999                      0            < 1 
## 3495    25,000-29,999                      0            1-2 
## 3496             <NA>                    <NA>           < 1 
## 3497    25,000-29,999                 100-999          5-10 
## 3498             <NA>                    <NA>           < 1 
## 3499    50,000-59,999                 100-999          5-10 
## 3500  250,000-299,999                 100-999         10-20 
## 3501    40,000-49,999                      0            1-2 
## 3502      3,000-3,999                 100-999           1-2 
## 3503             <NA>                    <NA>           < 1 
## 3504             <NA>                    <NA>           < 1 
## 3505    20,000-24,999                    1-99           3-5 
## 3506    15,000-19,999                 100-999           1-2 
## 3507            0-999                 100-999           1-2 
## 3508             <NA>                    <NA>           1-2 
## 3509      3,000-3,999                    1-99           3-5 
## 3510    60,000-69,999                    1-99           < 1 
## 3511    30,000-39,999                    1-99           3-5 
## 3512    70,000-79,999           10,000-99,999           1-2 
## 3513    15,000-19,999                      0            1-2 
## 3514    40,000-49,999                      0          10-20 
## 3515    15,000-19,999                    1-99          5-10 
## 3516    50,000-59,999              1000-9,999         10-20 
## 3517            0-999                 100-999           1-2 
## 3518      4,000-4,999                      0            3-5 
## 3519    30,000-39,999           10,000-99,999          5-10 
## 3520             <NA>                    <NA>           < 1 
## 3521  300,000-500,000              > 100,000            20+ 
## 3522    15,000-19,999                      0            < 1 
## 3523      2,000-2,999                    1-99           3-5 
## 3524    10,000-14,999                      0            3-5 
## 3525    15,000-19,999              1000-9,999           3-5 
## 3526    25,000-29,999                      0            < 1 
## 3527    90,000-99,999                      0            < 1 
## 3528    20,000-24,999                      0            < 1 
## 3529    50,000-59,999                    1-99           1-2 
## 3530    40,000-49,999                      0            3-5 
## 3531    40,000-49,999              > 100,000          10-20 
## 3532             <NA>                    <NA>           < 1 
## 3533    15,000-19,999           10,000-99,999           20+ 
## 3534    15,000-19,999           10,000-99,999           1-2 
## 3535    70,000-79,999              1000-9,999         10-20 
## 3536    50,000-59,999              1000-9,999          5-10 
## 3537      1,000-1,999                    1-99           < 1 
## 3538    50,000-59,999              1000-9,999           20+ 
## 3539             <NA>                    <NA>           1-2 
## 3540    50,000-59,999                      0            < 1 
## 3541    80,000-89,999                      0          10-20 
## 3542    15,000-19,999                    1-99           1-2 
## 3543    60,000-69,999           10,000-99,999          5-10 
## 3544    40,000-49,999              1000-9,999          5-10 
## 3545    15,000-19,999                 100-999           None
## 3546    80,000-89,999                 100-999          5-10 
## 3547    20,000-24,999                    1-99           3-5 
## 3548    60,000-69,999              1000-9,999           3-5 
## 3549             <NA>                    <NA>           < 1 
## 3550    60,000-69,999              1000-9,999           20+ 
## 3551            0-999                 100-999           None
## 3552      3,000-3,999                 100-999           < 1 
## 3553    40,000-49,999              1000-9,999           3-5 
## 3554      1,000-1,999                    1-99           3-5 
## 3555    40,000-49,999                 100-999           3-5 
## 3556      1,000-1,999                      0            1-2 
## 3557             <NA>                    <NA>           < 1 
## 3558    15,000-19,999              1000-9,999           1-2 
## 3559    50,000-59,999                      0          10-20 
## 3560             <NA>                    <NA>           3-5 
## 3561             <NA>                    <NA>           1-2 
## 3562    10,000-14,999                    1-99           3-5 
## 3563      5,000-7,499                      0            3-5 
## 3564    15,000-19,999                 100-999         10-20 
## 3565      7,500-9,999              1000-9,999           1-2 
## 3566    25,000-29,999                      0            1-2 
## 3567    50,000-59,999           10,000-99,999         10-20 
## 3568    50,000-59,999              1000-9,999           1-2 
## 3569             <NA>                    <NA>           3-5 
## 3570             <NA>                    <NA>           1-2 
## 3571    40,000-49,999                 100-999          5-10 
## 3572            0-999                      0            < 1 
## 3573  150,000-199,999                      0          10-20 
## 3574  200,000-249,999           10,000-99,999          5-10 
## 3575             <NA>                    <NA>           3-5 
## 3576  125,000-149,999              > 100,000            3-5 
## 3577    15,000-19,999                 100-999           1-2 
## 3578    80,000-89,999              1000-9,999           3-5 
## 3579             <NA>                    <NA>           1-2 
## 3580             <NA>                    <NA>           1-2 
## 3581      2,000-2,999                 100-999           < 1 
## 3582    40,000-49,999              > 100,000            1-2 
## 3583      1,000-1,999                      0            < 1 
## 3584    20,000-24,999                 100-999           None
## 3585  125,000-149,999              1000-9,999           1-2 
## 3586             <NA>                    <NA>           1-2 
## 3587  100,000-124,999              1000-9,999          5-10 
## 3588  100,000-124,999              1000-9,999         10-20 
## 3589             <NA>                    <NA>           1-2 
## 3590      1,000-1,999                 100-999           < 1 
## 3591    25,000-29,999                 100-999           3-5 
## 3592             <NA>                    <NA>           < 1 
## 3593             <NA>                    <NA>           < 1 
## 3594    15,000-19,999           10,000-99,999           3-5 
## 3595      3,000-3,999                      0            1-2 
## 3596      1,000-1,999                      0            < 1 
## 3597             <NA>                    <NA>           < 1 
## 3598    15,000-19,999                      0            3-5 
## 3599  100,000-124,999              > 100,000            20+ 
## 3600      2,000-2,999                      0            1-2 
## 3601             <NA>                    <NA>           3-5 
## 3602  100,000-124,999           10,000-99,999           1-2 
## 3603    30,000-39,999                 100-999           3-5 
## 3604    40,000-49,999                    1-99           1-2 
## 3605    60,000-69,999              1000-9,999         10-20 
## 3606    10,000-14,999                 100-999           3-5 
## 3607    70,000-79,999                    1-99           < 1 
## 3608      1,000-1,999                    1-99           < 1 
## 3609             <NA>                    <NA>           < 1 
## 3610    40,000-49,999                      0            1-2 
## 3611    60,000-69,999                    1-99          5-10 
## 3612             <NA>                    <NA>           1-2 
## 3613    40,000-49,999              1000-9,999         10-20 
## 3614    25,000-29,999              > 100,000           5-10 
## 3615    30,000-39,999              1000-9,999           3-5 
## 3616    10,000-14,999              1000-9,999          5-10 
## 3617      2,000-2,999                 100-999         10-20 
## 3618    15,000-19,999              1000-9,999           1-2 
## 3619             <NA>                    <NA>           1-2 
## 3620             <NA>                    <NA>           1-2 
## 3621            0-999                    1-99           3-5 
## 3622    50,000-59,999                      0          10-20 
## 3623             <NA>                    <NA>           < 1 
## 3624    50,000-59,999              1000-9,999           1-2 
## 3625    10,000-14,999                 100-999          5-10 
## 3626    30,000-39,999              1000-9,999          5-10 
## 3627    60,000-69,999                      0          10-20 
## 3628             <NA>                    <NA>           None
## 3629             <NA>                    <NA>           < 1 
## 3630             <NA>                    <NA>           1-2 
## 3631      7,500-9,999                      0            3-5 
## 3632  125,000-149,999                 100-999          5-10 
## 3633    70,000-79,999              1000-9,999           20+ 
## 3634            0-999                    1-99           < 1 
## 3635             <NA>                    <NA>           1-2 
## 3636    15,000-19,999              > 100,000            < 1 
## 3637             <NA>                    <NA>           3-5 
## 3638  100,000-124,999                 100-999          5-10 
## 3639    40,000-49,999              1000-9,999           3-5 
## 3640  125,000-149,999              > 100,000            20+ 
## 3641  125,000-149,999              > 100,000           5-10 
## 3642    90,000-99,999                      0           5-10 
## 3643    40,000-49,999           10,000-99,999           20+ 
## 3644             <NA>                    <NA>           1-2 
## 3645    50,000-59,999                 100-999           1-2 
## 3646            0-999                      0            3-5 
## 3647    30,000-39,999                      0          10-20 
## 3648    40,000-49,999           10,000-99,999           < 1 
## 3649    25,000-29,999              1000-9,999           1-2 
## 3650      7,500-9,999                      0           5-10 
## 3651    25,000-29,999                 100-999           3-5 
## 3652             <NA>                    <NA>           3-5 
## 3653    20,000-24,999                 100-999           3-5 
## 3654    10,000-14,999                    1-99           3-5 
## 3655            0-999                      0            < 1 
## 3656    40,000-49,999                      0          10-20 
## 3657      2,000-2,999              1000-9,999           1-2 
## 3658    15,000-19,999                      0            1-2 
## 3659             <NA>                    <NA>           1-2 
## 3660    20,000-24,999              1000-9,999         10-20 
## 3661    15,000-19,999                      0            3-5 
## 3662    15,000-19,999              1000-9,999         10-20 
## 3663    40,000-49,999              1000-9,999           None
## 3664    60,000-69,999                 100-999          5-10 
## 3665             <NA>                    <NA>           None
## 3666      4,000-4,999                      0            3-5 
## 3667    40,000-49,999                 100-999           1-2 
## 3668             <NA>                    <NA>           < 1 
## 3669             <NA>                    <NA>          5-10 
## 3670    50,000-59,999           10,000-99,999           3-5 
## 3671             <NA>                    <NA>           1-2 
## 3672    10,000-14,999                      0            1-2 
## 3673             <NA>                    <NA>           < 1 
## 3674      1,000-1,999              1000-9,999           1-2 
## 3675             <NA>                    <NA>           < 1 
## 3676             <NA>                    <NA>           < 1 
## 3677  150,000-199,999              1000-9,999          5-10 
## 3678    80,000-89,999           10,000-99,999         10-20 
## 3679    30,000-39,999                      0            1-2 
## 3680    25,000-29,999                      0            3-5 
## 3681      4,000-4,999                 100-999           3-5 
## 3682  100,000-124,999              1000-9,999           3-5 
## 3683  150,000-199,999              1000-9,999          5-10 
## 3684  100,000-124,999              1000-9,999           20+ 
## 3685    50,000-59,999              > 100,000            1-2 
## 3686    60,000-69,999           10,000-99,999           1-2 
## 3687    40,000-49,999                      0            3-5 
## 3688             <NA>                    <NA>           1-2 
## 3689    70,000-79,999           10,000-99,999          5-10 
## 3690    90,000-99,999              > 100,000           5-10 
## 3691      5,000-7,499                 100-999         10-20 
## 3692  250,000-299,999           10,000-99,999         10-20 
## 3693    25,000-29,999              1000-9,999          5-10 
## 3694             <NA>                    <NA>           < 1 
## 3695             <NA>                    <NA>           < 1 
## 3696    30,000-39,999           10,000-99,999         10-20 
## 3697  125,000-149,999              > 100,000           5-10 
## 3698    20,000-24,999                    1-99           1-2 
## 3699    30,000-39,999           10,000-99,999          5-10 
## 3700    30,000-39,999              1000-9,999           20+ 
## 3701    15,000-19,999                      0            1-2 
## 3702    70,000-79,999           10,000-99,999           1-2 
## 3703    30,000-39,999                 100-999           3-5 
## 3704            0-999                    1-99           1-2 
## 3705    30,000-39,999              1000-9,999          5-10 
## 3706  125,000-149,999                    1-99          5-10 
## 3707      7,500-9,999                      0            3-5 
## 3708    40,000-49,999                      0           5-10 
## 3709      1,000-1,999                 100-999           3-5 
## 3710    30,000-39,999                      0           5-10 
## 3711    20,000-24,999                    1-99           3-5 
## 3712    50,000-59,999              1000-9,999         10-20 
## 3713             <NA>                    <NA>           < 1 
## 3714             <NA>                    <NA>           < 1 
## 3715    80,000-89,999              1000-9,999         10-20 
## 3716  150,000-199,999              > 100,000          10-20 
## 3717    30,000-39,999                      0            3-5 
## 3718    30,000-39,999                 100-999          5-10 
## 3719      4,000-4,999              1000-9,999           3-5 
## 3720  200,000-249,999              > 100,000            3-5 
## 3721    90,000-99,999           10,000-99,999         10-20 
## 3722             <NA>                    <NA>           3-5 
## 3723    60,000-69,999              1000-9,999          5-10 
## 3724      7,500-9,999                      0            1-2 
## 3725      2,000-2,999                 100-999           < 1 
## 3726             <NA>                    <NA>           1-2 
## 3727             <NA>                    <NA>           1-2 
## 3728             <NA>                    <NA>           < 1 
## 3729    50,000-59,999                    1-99           1-2 
## 3730    30,000-39,999                 100-999           < 1 
## 3731             <NA>                    <NA>           < 1 
## 3732    10,000-14,999                    1-99           1-2 
## 3733      2,000-2,999                      0            1-2 
## 3734      1,000-1,999                 100-999           3-5 
## 3735             <NA>                    <NA>           < 1 
## 3736      7,500-9,999                      0            1-2 
## 3737    50,000-59,999              1000-9,999          5-10 
## 3738    15,000-19,999                 100-999          5-10 
## 3739             <NA>                    <NA>           1-2 
## 3740    30,000-39,999              1000-9,999          5-10 
## 3741             <NA>                    <NA>           1-2 
## 3742    30,000-39,999           10,000-99,999          5-10 
## 3743            0-999                 100-999           < 1 
## 3744    30,000-39,999                    1-99           < 1 
## 3745    40,000-49,999              1000-9,999           3-5 
## 3746    50,000-59,999                    1-99           3-5 
## 3747      3,000-3,999                      0            1-2 
## 3748    40,000-49,999              1000-9,999          5-10 
## 3749    25,000-29,999                      0           5-10 
## 3750    60,000-69,999              1000-9,999         10-20 
## 3751    10,000-14,999                      0            3-5 
## 3752    40,000-49,999                      0            < 1 
## 3753  150,000-199,999              > 100,000            20+ 
## 3754    90,000-99,999           10,000-99,999         10-20 
## 3755  100,000-124,999                    1-99         10-20 
## 3756            0-999                    1-99           None
## 3757  100,000-124,999           10,000-99,999         10-20 
## 3758    25,000-29,999              1000-9,999           1-2 
## 3759             <NA>                    <NA>           None
## 3760    20,000-24,999              1000-9,999           3-5 
## 3761  150,000-199,999                      0            20+ 
## 3762    20,000-24,999                      0            1-2 
## 3763    80,000-89,999                      0            1-2 
## 3764  100,000-124,999              1000-9,999           1-2 
## 3765             <NA>                    <NA>           None
## 3766      3,000-3,999                 100-999           3-5 
## 3767    10,000-14,999                      0            None
## 3768    10,000-14,999                 100-999           1-2 
## 3769             <NA>                    <NA>           1-2 
## 3770    25,000-29,999                      0            < 1 
## 3771    40,000-49,999                      0            < 1 
## 3772      7,500-9,999                    1-99           1-2 
## 3773    10,000-14,999                    1-99           3-5 
## 3774    30,000-39,999                      0           5-10 
## 3775      3,000-3,999              1000-9,999           1-2 
## 3776    50,000-59,999                      0            < 1 
## 3777      3,000-3,999                 100-999           1-2 
## 3778    10,000-14,999                      0            < 1 
## 3779    50,000-59,999              > 100,000            3-5 
## 3780    30,000-39,999                      0            3-5 
## 3781    50,000-59,999                      0           5-10 
## 3782    25,000-29,999           10,000-99,999           1-2 
## 3783    30,000-39,999                      0            < 1 
## 3784    30,000-39,999                    1-99           3-5 
## 3785             <NA>                    <NA>           < 1 
## 3786    15,000-19,999                    1-99           3-5 
## 3787      5,000-7,499              1000-9,999           3-5 
## 3788    30,000-39,999              > 100,000            < 1 
## 3789            0-999                      0            1-2 
## 3790    40,000-49,999              1000-9,999          5-10 
## 3791    40,000-49,999                 100-999         10-20 
## 3792    25,000-29,999                      0            < 1 
## 3793    70,000-79,999              1000-9,999         10-20 
## 3794    60,000-69,999                 100-999          5-10 
## 3795    70,000-79,999                 100-999           < 1 
## 3796             <NA>                    <NA>          5-10 
## 3797    25,000-29,999                    1-99           < 1 
## 3798            0-999                      0            1-2 
## 3799            0-999                 100-999           < 1 
## 3800      3,000-3,999                    1-99           < 1 
## 3801    60,000-69,999           10,000-99,999           < 1 
## 3802      1,000-1,999                 100-999           1-2 
## 3803    20,000-24,999              1000-9,999           < 1 
## 3804    15,000-19,999                 100-999           1-2 
## 3805      1,000-1,999                    1-99           1-2 
## 3806  125,000-149,999              1000-9,999           3-5 
## 3807    20,000-24,999                      0            < 1 
## 3808    40,000-49,999                    1-99           3-5 
## 3809      1,000-1,999                    1-99           3-5 
## 3810            0-999                    1-99           < 1 
## 3811    80,000-89,999           10,000-99,999           3-5 
## 3812             <NA>                    <NA>           1-2 
## 3813      3,000-3,999              1000-9,999          5-10 
## 3814    40,000-49,999                 100-999           3-5 
## 3815      7,500-9,999                    1-99           < 1 
## 3816    30,000-39,999           10,000-99,999          5-10 
## 3817  100,000-124,999              1000-9,999           3-5 
## 3818             <NA>                    <NA>           < 1 
## 3819  125,000-149,999                 100-999          5-10 
## 3820             <NA>                    <NA>           < 1 
## 3821    70,000-79,999                      0            3-5 
## 3822  100,000-124,999                      0            < 1 
## 3823            0-999                      0          10-20 
## 3824  100,000-124,999                    1-99          5-10 
## 3825    20,000-24,999              1000-9,999           1-2 
## 3826    15,000-19,999              1000-9,999           1-2 
## 3827  150,000-199,999                    1-99           20+ 
## 3828    30,000-39,999                 100-999           3-5 
## 3829            0-999                      0            < 1 
## 3830             <NA>                    <NA>           1-2 
## 3831    40,000-49,999              1000-9,999           1-2 
## 3832      1,000-1,999                      0            < 1 
## 3833    50,000-59,999                    1-99           < 1 
## 3834             <NA>                    <NA>           < 1 
## 3835    60,000-69,999           10,000-99,999           1-2 
## 3836             <NA>                    <NA>           < 1 
## 3837      5,000-7,499                      0            1-2 
## 3838    50,000-59,999                      0          10-20 
## 3839    25,000-29,999                      0            3-5 
## 3840    70,000-79,999                      0            < 1 
## 3841      2,000-2,999                      0           5-10 
## 3842    30,000-39,999              1000-9,999           3-5 
## 3843             <NA>                    <NA>           < 1 
## 3844    90,000-99,999              1000-9,999          5-10 
## 3845      4,000-4,999              1000-9,999           1-2 
## 3846             <NA>                    <NA>           < 1 
## 3847    40,000-49,999                      0            3-5 
## 3848    40,000-49,999                      0            1-2 
## 3849      1,000-1,999                    1-99           1-2 
## 3850             <NA>                    <NA>           < 1 
## 3851    30,000-39,999                    1-99           1-2 
## 3852    50,000-59,999           10,000-99,999          5-10 
## 3853            0-999                    1-99           < 1 
## 3854    20,000-24,999              1000-9,999          5-10 
## 3855             <NA>                    <NA>           1-2 
## 3856    10,000-14,999           10,000-99,999           3-5 
## 3857    70,000-79,999                 100-999          5-10 
## 3858      2,000-2,999                 100-999           1-2 
## 3859    10,000-14,999                      0            1-2 
## 3860    60,000-69,999           10,000-99,999           3-5 
## 3861      5,000-7,499              1000-9,999           None
## 3862    15,000-19,999              1000-9,999           1-2 
## 3863             <NA>                    <NA>           < 1 
## 3864            0-999                 100-999           3-5 
## 3865    80,000-89,999                 100-999           1-2 
## 3866    80,000-89,999              1000-9,999           3-5 
## 3867    60,000-69,999                      0            3-5 
## 3868      7,500-9,999                 100-999           1-2 
## 3869             <NA>                    <NA>           1-2 
## 3870    70,000-79,999              1000-9,999           3-5 
## 3871             <NA>                    <NA>           < 1 
## 3872             <NA>                    <NA>           < 1 
## 3873    30,000-39,999                 100-999           1-2 
## 3874    40,000-49,999              1000-9,999          5-10 
## 3875      5,000-7,499                      0           5-10 
## 3876    80,000-89,999              > 100,000            3-5 
## 3877             <NA>                    <NA>           1-2 
## 3878    30,000-39,999           10,000-99,999           3-5 
## 3879             <NA>                    <NA>           < 1 
## 3880             <NA>                    <NA>           1-2 
## 3881      7,500-9,999                    1-99           1-2 
## 3882    70,000-79,999              > 100,000          10-20 
## 3883             <NA>                    <NA>           1-2 
## 3884    50,000-59,999              1000-9,999           3-5 
## 3885    25,000-29,999              1000-9,999           3-5 
## 3886    15,000-19,999                      0           5-10 
## 3887             <NA>                    <NA>           < 1 
## 3888    25,000-29,999                      0            < 1 
## 3889    50,000-59,999              1000-9,999           3-5 
## 3890             <NA>                    <NA>           < 1 
## 3891  100,000-124,999           10,000-99,999           20+ 
## 3892    60,000-69,999           10,000-99,999           3-5 
## 3893      5,000-7,499                 100-999           None
## 3894    60,000-69,999                      0           5-10 
## 3895             <NA>                    <NA>          5-10 
## 3896      7,500-9,999                      0            None
## 3897    50,000-59,999                      0           5-10 
## 3898             <NA>                    <NA>           < 1 
## 3899    50,000-59,999           10,000-99,999           3-5 
## 3900    25,000-29,999              1000-9,999         10-20 
## 3901      3,000-3,999              1000-9,999          5-10 
## 3902             <NA>                    <NA>           1-2 
## 3903             <NA>                    <NA>           1-2 
## 3904    50,000-59,999              1000-9,999           3-5 
## 3905    20,000-24,999                 100-999           1-2 
## 3906             <NA>                    <NA>           3-5 
## 3907    30,000-39,999           10,000-99,999           3-5 
## 3908    40,000-49,999              > 100,000          10-20 
## 3909    30,000-39,999                      0           5-10 
## 3910            0-999                    1-99           None
## 3911            0-999                 100-999           1-2 
## 3912      7,500-9,999                 100-999           1-2 
## 3913    25,000-29,999                      0            3-5 
## 3914      5,000-7,499                 100-999           1-2 
## 3915    30,000-39,999              > 100,000            1-2 
## 3916  125,000-149,999           10,000-99,999          5-10 
## 3917    60,000-69,999                      0           5-10 
## 3918        > 500,000                      0            None
## 3919  100,000-124,999           10,000-99,999         10-20 
## 3920      1,000-1,999                 100-999           1-2 
## 3921    40,000-49,999           10,000-99,999           20+ 
## 3922      3,000-3,999                      0           5-10 
## 3923      4,000-4,999                      0            < 1 
## 3924    70,000-79,999                      0            None
## 3925    25,000-29,999              1000-9,999           3-5 
## 3926            0-999                      0            None
## 3927            0-999                      0            < 1 
## 3928    30,000-39,999                      0            1-2 
## 3929    50,000-59,999                      0            1-2 
## 3930    50,000-59,999                      0            1-2 
## 3931    15,000-19,999           10,000-99,999           3-5 
## 3932    60,000-69,999                 100-999           3-5 
## 3933    10,000-14,999           10,000-99,999           3-5 
## 3934      2,000-2,999                 100-999           1-2 
## 3935            0-999                    1-99           3-5 
## 3936      3,000-3,999                      0            1-2 
## 3937             <NA>                    <NA>           < 1 
## 3938    10,000-14,999              > 100,000            1-2 
## 3939    80,000-89,999                      0            1-2 
## 3940      5,000-7,499                 100-999           < 1 
## 3941    70,000-79,999           10,000-99,999           20+ 
## 3942      7,500-9,999                      0            3-5 
## 3943             <NA>                    <NA>           < 1 
## 3944    40,000-49,999                 100-999           3-5 
## 3945    40,000-49,999              1000-9,999           3-5 
## 3946      4,000-4,999                      0            < 1 
## 3947      4,000-4,999                      0            3-5 
## 3948    40,000-49,999           10,000-99,999           3-5 
## 3949    15,000-19,999                      0            3-5 
## 3950             <NA>                    <NA>           < 1 
## 3951             <NA>                    <NA>           < 1 
## 3952    15,000-19,999                 100-999           1-2 
## 3953      4,000-4,999                      0            3-5 
## 3954      4,000-4,999                      0           5-10 
## 3955             <NA>                    <NA>           3-5 
## 3956            0-999                      0            3-5 
## 3957    40,000-49,999                 100-999           1-2 
## 3958             <NA>                    <NA>           None
## 3959    40,000-49,999                    1-99           1-2 
## 3960    80,000-89,999                      0            20+ 
## 3961            0-999                      0            1-2 
## 3962    90,000-99,999              > 100,000            3-5 
## 3963  125,000-149,999                      0           5-10 
## 3964             <NA>                    <NA>           < 1 
## 3965      1,000-1,999           10,000-99,999           1-2 
## 3966    30,000-39,999                      0           5-10 
## 3967    70,000-79,999                 100-999         10-20 
## 3968             <NA>                    <NA>           1-2 
## 3969            0-999                      0            3-5 
## 3970      1,000-1,999                 100-999           1-2 
## 3971    60,000-69,999              1000-9,999           < 1 
## 3972  150,000-199,999                 100-999           20+ 
## 3973    30,000-39,999                      0            20+ 
## 3974    25,000-29,999                 100-999           1-2 
## 3975    60,000-69,999                      0            1-2 
## 3976      4,000-4,999              1000-9,999          5-10 
## 3977    30,000-39,999                    1-99           < 1 
## 3978            0-999                 100-999          5-10 
## 3979      1,000-1,999                 100-999           1-2 
## 3980    50,000-59,999                      0            None
## 3981            0-999                 100-999           < 1 
## 3982    90,000-99,999                      0           5-10 
## 3983            0-999                      0            < 1 
## 3984             <NA>                    <NA>           None
## 3985    60,000-69,999                 100-999           3-5 
## 3986             <NA>                    <NA>           3-5 
## 3987    40,000-49,999              > 100,000           5-10 
## 3988             <NA>                    <NA>           < 1 
## 3989      3,000-3,999                      0            < 1 
## 3990    50,000-59,999              1000-9,999          5-10 
## 3991    40,000-49,999              > 100,000           5-10 
## 3992    80,000-89,999              1000-9,999           < 1 
## 3993    30,000-39,999              1000-9,999           3-5 
## 3994    60,000-69,999                      0            1-2 
## 3995    60,000-69,999           10,000-99,999          5-10 
## 3996      3,000-3,999                      0            1-2 
## 3997             <NA>                    <NA>           1-2 
## 3998    10,000-14,999           10,000-99,999         10-20 
## 3999    40,000-49,999                      0            1-2 
## 4000    30,000-39,999                      0           5-10 
## 4001      1,000-1,999                 100-999           3-5 
## 4002      5,000-7,499                      0            < 1 
## 4003      1,000-1,999                 100-999           < 1 
## 4004    30,000-39,999              1000-9,999         10-20 
## 4005    90,000-99,999              1000-9,999         10-20 
## 4006    30,000-39,999           10,000-99,999           3-5 
## 4007      4,000-4,999                    1-99           1-2 
## 4008    15,000-19,999                 100-999           3-5 
## 4009      3,000-3,999                      0            1-2 
## 4010             <NA>                    <NA>           None
## 4011             <NA>                    <NA>           < 1 
## 4012             <NA>                    <NA>           < 1 
## 4013             <NA>                    <NA>           3-5 
## 4014            0-999                    1-99           1-2 
## 4015    70,000-79,999           10,000-99,999           3-5 
## 4016            0-999                    1-99           3-5 
## 4017  200,000-249,999                      0          10-20 
## 4018      1,000-1,999                      0            < 1 
## 4019             <NA>                    <NA>         10-20 
## 4020    30,000-39,999           10,000-99,999          5-10 
## 4021    50,000-59,999              1000-9,999           20+ 
## 4022    50,000-59,999              1000-9,999           3-5 
## 4023    15,000-19,999                      0            < 1 
## 4024    25,000-29,999                    1-99           1-2 
## 4025    30,000-39,999                 100-999           3-5 
## 4026    70,000-79,999                 100-999           3-5 
## 4027    90,000-99,999              > 100,000           5-10 
## 4028      2,000-2,999                 100-999           None
## 4029    30,000-39,999              1000-9,999           3-5 
## 4030    30,000-39,999                      0            1-2 
## 4031      4,000-4,999                 100-999           3-5 
## 4032      7,500-9,999           10,000-99,999           3-5 
## 4033      7,500-9,999                 100-999           None
## 4034    15,000-19,999                      0            < 1 
## 4035    50,000-59,999                 100-999           3-5 
## 4036    40,000-49,999                      0           5-10 
## 4037      1,000-1,999                 100-999           1-2 
## 4038             <NA>                    <NA>           1-2 
## 4039    25,000-29,999                 100-999           20+ 
## 4040            0-999                    1-99           1-2 
## 4041    30,000-39,999              > 100,000           5-10 
## 4042    70,000-79,999              > 100,000            20+ 
## 4043    60,000-69,999              1000-9,999          5-10 
## 4044             <NA>                    <NA>           1-2 
## 4045             <NA>                    <NA>           20+ 
## 4046    10,000-14,999                    1-99           < 1 
## 4047    60,000-69,999              1000-9,999          5-10 
## 4048             <NA>                    <NA>           1-2 
## 4049             <NA>                    <NA>           3-5 
## 4050            0-999                    1-99           1-2 
## 4051    25,000-29,999           10,000-99,999          5-10 
## 4052      5,000-7,499                 100-999           < 1 
## 4053      1,000-1,999                    1-99          5-10 
## 4054    20,000-24,999                 100-999           1-2 
## 4055    40,000-49,999                 100-999           1-2 
## 4056            0-999                      0            3-5 
## 4057      7,500-9,999              > 100,000            < 1 
## 4058    70,000-79,999                      0          10-20 
## 4059      7,500-9,999                      0            < 1 
## 4060    40,000-49,999                 100-999           3-5 
## 4061  125,000-149,999              1000-9,999         10-20 
## 4062      5,000-7,499                 100-999           1-2 
## 4063    10,000-14,999              1000-9,999           1-2 
## 4064    30,000-39,999                      0            20+ 
## 4065             <NA>                    <NA>           1-2 
## 4066            0-999              1000-9,999           None
## 4067    40,000-49,999              1000-9,999           3-5 
## 4068            0-999                      0            1-2 
## 4069    25,000-29,999                      0           5-10 
## 4070    10,000-14,999                    1-99          5-10 
## 4071             <NA>                    <NA>           None
## 4072    50,000-59,999              > 100,000           5-10 
## 4073      2,000-2,999                      0            1-2 
## 4074      5,000-7,499                 100-999           3-5 
## 4075             <NA>                    <NA>           < 1 
## 4076            0-999                      0            1-2 
## 4077      7,500-9,999                      0            3-5 
## 4078    40,000-49,999                      0           5-10 
## 4079    10,000-14,999                      0            3-5 
## 4080    60,000-69,999                      0            3-5 
## 4081            0-999                      0            < 1 
## 4082             <NA>                    <NA>           < 1 
## 4083             <NA>                    <NA>          5-10 
## 4084    10,000-14,999                      0            1-2 
## 4085    10,000-14,999              1000-9,999          5-10 
## 4086            0-999                 100-999           < 1 
## 4087    30,000-39,999           10,000-99,999          5-10 
## 4088    50,000-59,999                    1-99           1-2 
## 4089      1,000-1,999                    1-99           3-5 
## 4090      4,000-4,999                    1-99          5-10 
## 4091      1,000-1,999           10,000-99,999           1-2 
## 4092    70,000-79,999                      0            3-5 
## 4093             <NA>                    <NA>           < 1 
## 4094    30,000-39,999                      0            3-5 
## 4095             <NA>                    <NA>           < 1 
## 4096      4,000-4,999                      0            < 1 
## 4097             <NA>                    <NA>           3-5 
## 4098    40,000-49,999                 100-999           3-5 
## 4099    30,000-39,999                    1-99           1-2 
## 4100    50,000-59,999                 100-999           1-2 
## 4101    40,000-49,999              > 100,000           5-10 
## 4102             <NA>                    <NA>          5-10 
## 4103            0-999                      0            None
## 4104    25,000-29,999              1000-9,999           3-5 
## 4105             <NA>                    <NA>           1-2 
## 4106             <NA>                    <NA>           1-2 
## 4107            0-999                      0            3-5 
## 4108            0-999                      0            < 1 
## 4109             <NA>                    <NA>           < 1 
## 4110    30,000-39,999                      0           5-10 
## 4111    25,000-29,999                      0            1-2 
## 4112      7,500-9,999                 100-999           < 1 
## 4113      2,000-2,999                 100-999           1-2 
## 4114    70,000-79,999                    1-99           3-5 
## 4115  200,000-249,999           10,000-99,999           20+ 
## 4116            0-999                      0            1-2 
## 4117    10,000-14,999           10,000-99,999           3-5 
## 4118    10,000-14,999              1000-9,999           3-5 
## 4119    10,000-14,999                      0            1-2 
## 4120      2,000-2,999                      0            3-5 
## 4121    10,000-14,999              1000-9,999           1-2 
## 4122    15,000-19,999                    1-99           3-5 
## 4123    50,000-59,999                 100-999           1-2 
## 4124    30,000-39,999                      0            3-5 
## 4125             <NA>                    <NA>           1-2 
## 4126    25,000-29,999                 100-999          5-10 
## 4127      5,000-7,499                      0            < 1 
## 4128            0-999                      0            1-2 
## 4129    30,000-39,999                      0           5-10 
## 4130             <NA>                    <NA>           < 1 
## 4131             <NA>                    <NA>           3-5 
## 4132             <NA>                    <NA>           < 1 
## 4133             <NA>                    <NA>           1-2 
## 4134    40,000-49,999              1000-9,999           20+ 
## 4135      7,500-9,999                      0            1-2 
## 4136            0-999                      0            None
## 4137             <NA>                    <NA>           < 1 
## 4138    10,000-14,999                 100-999           3-5 
## 4139            0-999                    1-99           1-2 
## 4140    50,000-59,999                      0           5-10 
## 4141             <NA>                    <NA>           None
## 4142             <NA>                    <NA>           < 1 
## 4143    60,000-69,999           10,000-99,999           3-5 
## 4144             <NA>                    <NA>           1-2 
## 4145             <NA>                    <NA>           1-2 
## 4146      7,500-9,999           10,000-99,999           < 1 
## 4147    10,000-14,999                    1-99           3-5 
## 4148    15,000-19,999                      0            None
## 4149             <NA>                    <NA>          5-10 
## 4150             <NA>                    <NA>           < 1 
## 4151             <NA>                    <NA>           3-5 
## 4152             <NA>                    <NA>           < 1 
## 4153            0-999                      0            < 1 
## 4154             <NA>                    <NA>           3-5 
## 4155      2,000-2,999              1000-9,999           1-2 
## 4156    80,000-89,999                 100-999           20+ 
## 4157             <NA>                    <NA>           None
## 4158    80,000-89,999                 100-999         10-20 
## 4159             <NA>                    <NA>           3-5 
## 4160    10,000-14,999              1000-9,999          5-10 
## 4161             <NA>                    <NA>           < 1 
## 4162      7,500-9,999                      0            < 1 
## 4163             <NA>                    <NA>          5-10 
## 4164  125,000-149,999                      0            3-5 
## 4165      7,500-9,999                      0            1-2 
## 4166    30,000-39,999                      0            1-2 
## 4167      2,000-2,999                      0            1-2 
## 4168    30,000-39,999              1000-9,999           3-5 
## 4169             <NA>                    <NA>           1-2 
## 4170    10,000-14,999                    1-99           1-2 
## 4171    20,000-24,999                      0          10-20 
## 4172      5,000-7,499                      0            1-2 
## 4173    10,000-14,999                 100-999           3-5 
## 4174            0-999                      0            < 1 
## 4175    20,000-24,999           10,000-99,999         10-20 
## 4176    25,000-29,999                 100-999           3-5 
## 4177    50,000-59,999              > 100,000           5-10 
## 4178             <NA>                    <NA>           None
## 4179  150,000-199,999           10,000-99,999           < 1 
## 4180            0-999                 100-999           < 1 
## 4181  250,000-299,999              1000-9,999          5-10 
## 4182      2,000-2,999                      0            1-2 
## 4183    30,000-39,999                      0            3-5 
## 4184             <NA>                    <NA>           < 1 
## 4185      4,000-4,999              1000-9,999           None
## 4186    30,000-39,999                 100-999          5-10 
## 4187      7,500-9,999                 100-999           1-2 
## 4188             <NA>                    <NA>           3-5 
## 4189    30,000-39,999                      0           5-10 
## 4190    50,000-59,999                 100-999          5-10 
## 4191    15,000-19,999                    1-99           1-2 
## 4192            0-999                      0            < 1 
## 4193    10,000-14,999                      0            1-2 
## 4194    30,000-39,999                      0           5-10 
## 4195    40,000-49,999                 100-999           3-5 
## 4196    70,000-79,999                      0           5-10 
## 4197    40,000-49,999                      0            < 1 
## 4198            0-999                 100-999           1-2 
## 4199    70,000-79,999              1000-9,999          5-10 
## 4200             <NA>                    <NA>           1-2 
## 4201    90,000-99,999              > 100,000           5-10 
## 4202    15,000-19,999                      0           5-10 
## 4203             <NA>                    <NA>           < 1 
## 4204             <NA>                    <NA>           < 1 
## 4205    60,000-69,999                      0            3-5 
## 4206             <NA>                    <NA>           None
## 4207             <NA>                    <NA>           1-2 
## 4208  125,000-149,999              1000-9,999          5-10 
## 4209  125,000-149,999                 100-999         10-20 
## 4210      7,500-9,999           10,000-99,999           1-2 
## 4211      5,000-7,499                    1-99           < 1 
## 4212    30,000-39,999                 100-999           3-5 
## 4213    50,000-59,999              1000-9,999           20+ 
## 4214    80,000-89,999              1000-9,999          5-10 
## 4215      1,000-1,999                      0            3-5 
## 4216    90,000-99,999                      0            1-2 
## 4217             <NA>                    <NA>           < 1 
## 4218    50,000-59,999                    1-99           1-2 
## 4219    50,000-59,999              1000-9,999           1-2 
## 4220      7,500-9,999              1000-9,999           None
## 4221    15,000-19,999                      0            1-2 
## 4222            0-999                      0            3-5 
## 4223  100,000-124,999                 100-999           1-2 
## 4224      2,000-2,999                 100-999           < 1 
## 4225    20,000-24,999                      0          10-20 
## 4226    15,000-19,999                 100-999           1-2 
## 4227             <NA>                    <NA>           1-2 
## 4228             <NA>                    <NA>           < 1 
## 4229      5,000-7,499                      0            None
## 4230      3,000-3,999                      0            None
## 4231    60,000-69,999              1000-9,999           3-5 
## 4232    90,000-99,999           10,000-99,999           3-5 
## 4233    40,000-49,999                 100-999           3-5 
## 4234             <NA>                    <NA>           < 1 
## 4235  200,000-249,999              > 100,000            20+ 
## 4236    15,000-19,999              1000-9,999           1-2 
## 4237      1,000-1,999                    1-99           None
## 4238             <NA>                    <NA>           20+ 
## 4239             <NA>                    <NA>           < 1 
## 4240    50,000-59,999                 100-999          5-10 
## 4241    60,000-69,999           10,000-99,999           < 1 
## 4242             <NA>                    <NA>           1-2 
## 4243  150,000-199,999              1000-9,999         10-20 
## 4244      4,000-4,999                 100-999           3-5 
## 4245    60,000-69,999              > 100,000          10-20 
## 4246    70,000-79,999                      0            1-2 
## 4247      3,000-3,999                 100-999           1-2 
## 4248            0-999                      0            None
## 4249    60,000-69,999                    1-99          5-10 
## 4250             <NA>                    <NA>           None
## 4251    50,000-59,999                 100-999          5-10 
## 4252    30,000-39,999                 100-999           3-5 
## 4253    60,000-69,999              > 100,000            3-5 
## 4254      1,000-1,999                    1-99           1-2 
## 4255             <NA>                    <NA>           1-2 
## 4256            0-999                      0            1-2 
## 4257    10,000-14,999              > 100,000            < 1 
## 4258      1,000-1,999                      0            < 1 
## 4259      5,000-7,499              1000-9,999           None
## 4260    15,000-19,999                 100-999           1-2 
## 4261    50,000-59,999              1000-9,999         10-20 
## 4262    30,000-39,999                      0            3-5 
## 4263             <NA>                    <NA>           20+ 
## 4264      5,000-7,499              > 100,000            < 1 
## 4265  100,000-124,999                 100-999           1-2 
## 4266    40,000-49,999                      0            1-2 
## 4267            0-999                    1-99           3-5 
## 4268      7,500-9,999                      0            < 1 
## 4269             <NA>                    <NA>           < 1 
## 4270    30,000-39,999                      0           5-10 
## 4271        > 500,000              > 100,000            20+ 
## 4272            0-999                    1-99           3-5 
## 4273             <NA>                    <NA>           3-5 
## 4274             <NA>                    <NA>           1-2 
## 4275             <NA>                    <NA>         10-20 
## 4276             <NA>                    <NA>           < 1 
## 4277            0-999                      0            1-2 
## 4278             <NA>                    <NA>           < 1 
## 4279             <NA>                    <NA>           < 1 
## 4280            0-999                      0           5-10 
## 4281             <NA>                    <NA>           < 1 
## 4282      7,500-9,999                    1-99           1-2 
## 4283    50,000-59,999           10,000-99,999         10-20 
## 4284    90,000-99,999                      0            None
## 4285    70,000-79,999              1000-9,999         10-20 
## 4286      1,000-1,999                    1-99           < 1 
## 4287    40,000-49,999                      0          10-20 
## 4288  125,000-149,999                      0            1-2 
## 4289    20,000-24,999                      0           5-10 
## 4290      4,000-4,999                      0            1-2 
## 4291    20,000-24,999                      0            < 1 
## 4292      1,000-1,999                    1-99           1-2 
## 4293    90,000-99,999              1000-9,999           3-5 
## 4294      4,000-4,999                      0            < 1 
## 4295             <NA>                    <NA>           < 1 
## 4296             <NA>                    <NA>           1-2 
## 4297    10,000-14,999                 100-999           < 1 
## 4298    40,000-49,999              > 100,000            3-5 
## 4299    70,000-79,999           10,000-99,999         10-20 
## 4300    25,000-29,999                 100-999          5-10 
## 4301    30,000-39,999              1000-9,999         10-20 
## 4302             <NA>                    <NA>           < 1 
## 4303             <NA>                    <NA>           1-2 
## 4304    15,000-19,999                 100-999           3-5 
## 4305            0-999                 100-999           1-2 
## 4306      2,000-2,999                 100-999           1-2 
## 4307  150,000-199,999                      0            None
## 4308    25,000-29,999           10,000-99,999           3-5 
## 4309    20,000-24,999              1000-9,999          5-10 
## 4310             <NA>                    <NA>           < 1 
## 4311             <NA>                    <NA>           20+ 
## 4312    30,000-39,999              1000-9,999           < 1 
## 4313    30,000-39,999                      0           5-10 
## 4314      3,000-3,999                      0            3-5 
## 4315             <NA>                    <NA>           1-2 
## 4316      7,500-9,999                    1-99           < 1 
## 4317             <NA>                    <NA>           < 1 
## 4318  125,000-149,999                      0            3-5 
## 4319    15,000-19,999           10,000-99,999           1-2 
## 4320    40,000-49,999                      0           5-10 
## 4321    10,000-14,999                 100-999           None
## 4322    40,000-49,999                      0            < 1 
## 4323      7,500-9,999                      0            < 1 
## 4324  125,000-149,999           10,000-99,999           20+ 
## 4325    70,000-79,999                 100-999          5-10 
## 4326    20,000-24,999                      0            < 1 
## 4327    20,000-24,999                      0            1-2 
## 4328  150,000-199,999           10,000-99,999          5-10 
## 4329      1,000-1,999                      0            < 1 
## 4330      4,000-4,999                      0           5-10 
## 4331      5,000-7,499                      0            1-2 
## 4332    40,000-49,999                      0            3-5 
## 4333            0-999                 100-999           1-2 
## 4334             <NA>                    <NA>           3-5 
## 4335      3,000-3,999                      0            1-2 
## 4336    40,000-49,999                      0            None
## 4337    40,000-49,999           10,000-99,999           1-2 
## 4338    50,000-59,999                      0            3-5 
## 4339    10,000-14,999                 100-999           3-5 
## 4340    30,000-39,999                      0          10-20 
## 4341    40,000-49,999                      0            3-5 
## 4342    10,000-14,999                    1-99           1-2 
## 4343    40,000-49,999                      0           5-10 
## 4344      5,000-7,499                      0            < 1 
## 4345             <NA>                    <NA>           1-2 
## 4346  100,000-124,999              1000-9,999           20+ 
## 4347    70,000-79,999              1000-9,999         10-20 
## 4348      1,000-1,999                      0            3-5 
## 4349  100,000-124,999           10,000-99,999           20+ 
## 4350    80,000-89,999              > 100,000            3-5 
## 4351      5,000-7,499              1000-9,999           3-5 
## 4352      4,000-4,999                 100-999           < 1 
## 4353             <NA>                    <NA>           1-2 
## 4354            0-999                      0            1-2 
## 4355    90,000-99,999              1000-9,999          5-10 
## 4356    40,000-49,999           10,000-99,999           3-5 
## 4357            0-999                      0            1-2 
## 4358            0-999                 100-999           1-2 
## 4359    80,000-89,999                      0            3-5 
## 4360    60,000-69,999                    1-99           3-5 
## 4361  100,000-124,999                      0            3-5 
## 4362    60,000-69,999                      0          10-20 
## 4363    50,000-59,999              1000-9,999         10-20 
## 4364      3,000-3,999                    1-99           1-2 
## 4365    25,000-29,999                      0            < 1 
## 4366             <NA>                    <NA>           1-2 
## 4367    15,000-19,999                 100-999           1-2 
## 4368             <NA>                    <NA>           1-2 
## 4369    20,000-24,999                      0            None
## 4370    10,000-14,999                      0            1-2 
## 4371      1,000-1,999                 100-999           None
## 4372  125,000-149,999              > 100,000          10-20 
## 4373  125,000-149,999           10,000-99,999          5-10 
## 4374            0-999                      0            3-5 
## 4375  150,000-199,999              > 100,000          10-20 
## 4376    10,000-14,999                      0            None
## 4377      7,500-9,999                 100-999          5-10 
## 4378  250,000-299,999              > 100,000            20+ 
## 4379    10,000-14,999                      0            None
## 4380    30,000-39,999                      0            3-5 
## 4381            0-999                      0           5-10 
## 4382      5,000-7,499              1000-9,999           < 1 
## 4383  100,000-124,999           10,000-99,999           3-5 
## 4384             <NA>                    <NA>           1-2 
## 4385    25,000-29,999              > 100,000            3-5 
## 4386      3,000-3,999                      0            < 1 
## 4387      3,000-3,999                      0            1-2 
## 4388      4,000-4,999                 100-999           1-2 
## 4389             <NA>                    <NA>           1-2 
## 4390            0-999           10,000-99,999           < 1 
## 4391             <NA>                    <NA>           3-5 
## 4392            0-999                      0            < 1 
## 4393             <NA>                    <NA>           < 1 
## 4394            0-999                    1-99           < 1 
## 4395    25,000-29,999                    1-99           1-2 
## 4396             <NA>                    <NA>           < 1 
## 4397    30,000-39,999                      0            1-2 
## 4398             <NA>                    <NA>           < 1 
## 4399    30,000-39,999              1000-9,999           3-5 
## 4400             <NA>                    <NA>           None
## 4401             <NA>                    <NA>           3-5 
## 4402    40,000-49,999              > 100,000            3-5 
## 4403             <NA>                    <NA>           None
## 4404    25,000-29,999                 100-999           1-2 
## 4405      2,000-2,999                 100-999           1-2 
## 4406            0-999           10,000-99,999           1-2 
## 4407    15,000-19,999           10,000-99,999           3-5 
## 4408            0-999                    1-99           < 1 
## 4409             <NA>                    <NA>           3-5 
## 4410             <NA>                    <NA>           < 1 
## 4411    15,000-19,999                      0            1-2 
## 4412      5,000-7,499                    1-99           1-2 
## 4413    40,000-49,999              1000-9,999           3-5 
## 4414            0-999                 100-999           < 1 
## 4415             <NA>                    <NA>           < 1 
## 4416    30,000-39,999                      0            1-2 
## 4417      7,500-9,999                 100-999           1-2 
## 4418      5,000-7,499                    1-99           1-2 
## 4419    10,000-14,999                      0            < 1 
## 4420             <NA>                    <NA>           < 1 
## 4421  100,000-124,999           10,000-99,999           3-5 
## 4422    60,000-69,999                      0            1-2 
## 4423  100,000-124,999                 100-999           3-5 
## 4424             <NA>                    <NA>           < 1 
## 4425    25,000-29,999                 100-999           1-2 
## 4426             <NA>                    <NA>           3-5 
## 4427             <NA>                    <NA>           <NA>
## 4428    40,000-49,999                 100-999         10-20 
## 4429    50,000-59,999                      0            1-2 
## 4430  100,000-124,999                    1-99         10-20 
## 4431      1,000-1,999                    1-99           < 1 
## 4432             <NA>                    <NA>           3-5 
## 4433             <NA>                    <NA>           < 1 
## 4434  125,000-149,999                      0            3-5 
## 4435             <NA>                    <NA>           1-2 
## 4436            0-999                      0            1-2 
## 4437      5,000-7,499                      0            1-2 
## 4438      1,000-1,999                 100-999           < 1 
## 4439    10,000-14,999              > 100,000            3-5 
## 4440  100,000-124,999                      0            3-5 
## 4441      1,000-1,999                 100-999          5-10 
## 4442             <NA>                    <NA>           < 1 
## 4443  100,000-124,999              > 100,000            < 1 
## 4444             <NA>                    <NA>           < 1 
## 4445    80,000-89,999                 100-999          5-10 
## 4446  100,000-124,999              > 100,000           5-10 
## 4447    40,000-49,999                      0            1-2 
## 4448            0-999                      0            < 1 
## 4449             <NA>                    <NA>           < 1 
## 4450    30,000-39,999                 100-999           1-2 
## 4451    10,000-14,999                      0            3-5 
## 4452  100,000-124,999           10,000-99,999          5-10 
## 4453            0-999                      0            < 1 
## 4454            0-999                      0            < 1 
## 4455  100,000-124,999              > 100,000          10-20 
## 4456  100,000-124,999              1000-9,999          5-10 
## 4457    20,000-24,999                 100-999           3-5 
## 4458    40,000-49,999           10,000-99,999           3-5 
## 4459            0-999                 100-999           < 1 
## 4460    25,000-29,999                      0            < 1 
## 4461      7,500-9,999                 100-999           < 1 
## 4462    10,000-14,999                      0           5-10 
## 4463  125,000-149,999                      0            1-2 
## 4464      7,500-9,999                      0            None
## 4465    10,000-14,999              > 100,000            1-2 
## 4466            0-999                      0            1-2 
## 4467      1,000-1,999                 100-999          5-10 
## 4468             <NA>                    <NA>           1-2 
## 4469            0-999                 100-999           3-5 
## 4470  250,000-299,999                      0            None
## 4471      4,000-4,999                 100-999           3-5 
## 4472  125,000-149,999                 100-999          5-10 
## 4473             <NA>                    <NA>           < 1 
## 4474    90,000-99,999              1000-9,999           20+ 
## 4475             <NA>                    <NA>           < 1 
## 4476    60,000-69,999                 100-999           1-2 
## 4477    80,000-89,999                      0            3-5 
## 4478    80,000-89,999              1000-9,999           3-5 
## 4479    10,000-14,999                      0            1-2 
## 4480    30,000-39,999              > 100,000            3-5 
## 4481    20,000-24,999           10,000-99,999           3-5 
## 4482    40,000-49,999                      0          10-20 
## 4483    70,000-79,999              1000-9,999           20+ 
## 4484  100,000-124,999                 100-999           1-2 
## 4485    40,000-49,999                 100-999           None
## 4486    10,000-14,999                      0            1-2 
## 4487             <NA>                    <NA>           1-2 
## 4488    25,000-29,999              1000-9,999          5-10 
## 4489    10,000-14,999                      0            < 1 
## 4490    40,000-49,999           10,000-99,999           1-2 
## 4491      7,500-9,999                 100-999           < 1 
## 4492             <NA>                    <NA>           3-5 
## 4493    20,000-24,999                      0            None
## 4494    30,000-39,999              1000-9,999           1-2 
## 4495      1,000-1,999                 100-999           < 1 
## 4496             <NA>                    <NA>           < 1 
## 4497  100,000-124,999              1000-9,999           1-2 
## 4498             <NA>                    <NA>           1-2 
## 4499            0-999              1000-9,999           3-5 
## 4500  150,000-199,999                      0            3-5 
## 4501    20,000-24,999                 100-999           3-5 
## 4502    40,000-49,999                 100-999           3-5 
## 4503    20,000-24,999           10,000-99,999           1-2 
## 4504    10,000-14,999              1000-9,999           None
## 4505             <NA>                    <NA>           < 1 
## 4506    30,000-39,999                 100-999          5-10 
## 4507      1,000-1,999                      0            None
## 4508  100,000-124,999                      0          10-20 
## 4509    70,000-79,999                 100-999          5-10 
## 4510             <NA>                    <NA>           1-2 
## 4511             <NA>                    <NA>           1-2 
## 4512    15,000-19,999              > 100,000            3-5 
## 4513    30,000-39,999                 100-999           < 1 
## 4514             <NA>                    <NA>           < 1 
## 4515      5,000-7,499                 100-999           < 1 
## 4516  100,000-124,999              1000-9,999           3-5 
## 4517      2,000-2,999                      0            3-5 
## 4518  100,000-124,999                      0            < 1 
## 4519    50,000-59,999              1000-9,999           20+ 
## 4520    30,000-39,999                      0            3-5 
## 4521    10,000-14,999                 100-999           1-2 
## 4522    10,000-14,999              1000-9,999          5-10 
## 4523             <NA>                    <NA>           1-2 
## 4524    15,000-19,999                      0            3-5 
## 4525    30,000-39,999                      0            1-2 
## 4526    90,000-99,999                 100-999           3-5 
## 4527  200,000-249,999              > 100,000            20+ 
## 4528      3,000-3,999                    1-99           3-5 
## 4529    10,000-14,999                    1-99           < 1 
## 4530    40,000-49,999                 100-999           3-5 
## 4531      4,000-4,999              1000-9,999          5-10 
## 4532    90,000-99,999                      0           5-10 
## 4533    10,000-14,999                      0            3-5 
## 4534      2,000-2,999           10,000-99,999           3-5 
## 4535             <NA>                    <NA>           1-2 
## 4536    50,000-59,999                      0          10-20 
## 4537    40,000-49,999                      0            3-5 
## 4538    90,000-99,999           10,000-99,999           3-5 
## 4539  150,000-199,999              > 100,000            20+ 
## 4540      5,000-7,499                 100-999           None
## 4541      1,000-1,999                 100-999           1-2 
## 4542    40,000-49,999                 100-999           3-5 
## 4543      7,500-9,999              1000-9,999           1-2 
## 4544             <NA>                    <NA>           < 1 
## 4545    70,000-79,999           10,000-99,999         10-20 
## 4546    80,000-89,999           10,000-99,999           3-5 
## 4547    30,000-39,999                      0            20+ 
## 4548    30,000-39,999                    1-99         10-20 
## 4549    60,000-69,999                 100-999           < 1 
## 4550             <NA>                    <NA>           1-2 
## 4551    20,000-24,999              1000-9,999           None
## 4552    40,000-49,999              > 100,000            1-2 
## 4553             <NA>                    <NA>           < 1 
## 4554    15,000-19,999                      0            3-5 
## 4555  125,000-149,999              1000-9,999         10-20 
## 4556    25,000-29,999           10,000-99,999          5-10 
## 4557  150,000-199,999              > 100,000          10-20 
## 4558            0-999                 100-999           < 1 
## 4559  100,000-124,999                      0           5-10 
## 4560    20,000-24,999                      0           5-10 
## 4561            0-999                    1-99           None
## 4562             <NA>                    <NA>           < 1 
## 4563    10,000-14,999                      0            3-5 
## 4564    10,000-14,999              1000-9,999           3-5 
## 4565    50,000-59,999           10,000-99,999           3-5 
## 4566    70,000-79,999                 100-999           20+ 
## 4567    60,000-69,999              1000-9,999         10-20 
## 4568             <NA>                    <NA>           1-2 
## 4569    30,000-39,999                      0            3-5 
## 4570    15,000-19,999                      0            < 1 
## 4571      1,000-1,999                      0            1-2 
## 4572      3,000-3,999           10,000-99,999           3-5 
## 4573    40,000-49,999                      0            1-2 
## 4574    10,000-14,999                      0           5-10 
## 4575            0-999                 100-999           1-2 
## 4576             <NA>                    <NA>           < 1 
## 4577    60,000-69,999              1000-9,999          5-10 
## 4578             <NA>                    <NA>           1-2 
## 4579    25,000-29,999                      0            1-2 
## 4580             <NA>                    <NA>           3-5 
## 4581    40,000-49,999                      0            1-2 
## 4582            0-999                      0            3-5 
## 4583             <NA>                    <NA>           < 1 
## 4584    20,000-24,999              1000-9,999           1-2 
## 4585    30,000-39,999              1000-9,999           3-5 
## 4586             <NA>                    <NA>           < 1 
## 4587             <NA>                    <NA>          5-10 
## 4588    30,000-39,999              1000-9,999           None
## 4589      1,000-1,999                 100-999           3-5 
## 4590            0-999                    1-99           < 1 
## 4591  300,000-500,000              1000-9,999         10-20 
## 4592             <NA>                    <NA>           < 1 
## 4593            0-999                      0            1-2 
## 4594             <NA>                    <NA>           < 1 
## 4595    30,000-39,999              1000-9,999           < 1 
## 4596    40,000-49,999           10,000-99,999          5-10 
## 4597             <NA>                    <NA>           None
## 4598             <NA>                    <NA>           < 1 
## 4599    25,000-29,999              1000-9,999           1-2 
## 4600    15,000-19,999                 100-999           3-5 
## 4601      2,000-2,999                 100-999           1-2 
## 4602             <NA>                    <NA>           < 1 
## 4603    70,000-79,999              > 100,000            1-2 
## 4604    20,000-24,999                      0           5-10 
## 4605      2,000-2,999                      0           5-10 
## 4606            0-999                 100-999           < 1 
## 4607      4,000-4,999                      0            < 1 
## 4608    10,000-14,999                 100-999           1-2 
## 4609    60,000-69,999                 100-999           3-5 
## 4610    25,000-29,999              1000-9,999           < 1 
## 4611    70,000-79,999                      0          10-20 
## 4612  125,000-149,999                      0            3-5 
## 4613    30,000-39,999                 100-999           20+ 
## 4614    50,000-59,999           10,000-99,999          5-10 
## 4615            0-999                      0          10-20 
## 4616  150,000-199,999           10,000-99,999          5-10 
## 4617            0-999                    1-99           3-5 
## 4618            0-999                 100-999           1-2 
## 4619    80,000-89,999                      0            1-2 
## 4620  125,000-149,999              1000-9,999           3-5 
## 4621    50,000-59,999                      0            3-5 
## 4622             <NA>                    <NA>           < 1 
## 4623  150,000-199,999              > 100,000          10-20 
## 4624    40,000-49,999           10,000-99,999           3-5 
## 4625    80,000-89,999              1000-9,999         10-20 
## 4626    70,000-79,999              1000-9,999           1-2 
## 4627      3,000-3,999                      0            20+ 
## 4628      1,000-1,999                      0            1-2 
## 4629             <NA>                    <NA>           < 1 
## 4630             <NA>                    <NA>           < 1 
## 4631  150,000-199,999           10,000-99,999          5-10 
## 4632  100,000-124,999                      0           5-10 
## 4633    30,000-39,999              1000-9,999           3-5 
## 4634    30,000-39,999              1000-9,999           3-5 
## 4635      7,500-9,999                    1-99           1-2 
## 4636      1,000-1,999                    1-99           1-2 
## 4637  200,000-249,999              > 100,000            None
## 4638    10,000-14,999                      0            < 1 
## 4639             <NA>                    <NA>           None
## 4640    70,000-79,999                      0            < 1 
## 4641  100,000-124,999                      0            None
## 4642      7,500-9,999                      0            1-2 
## 4643             <NA>                    <NA>           1-2 
## 4644    80,000-89,999                 100-999           1-2 
## 4645    25,000-29,999                    1-99          5-10 
## 4646  100,000-124,999           10,000-99,999         10-20 
## 4647        > 500,000                 100-999         10-20 
## 4648      1,000-1,999                    1-99         10-20 
## 4649            0-999                 100-999           < 1 
## 4650  100,000-124,999              1000-9,999           3-5 
## 4651    90,000-99,999              > 100,000           5-10 
## 4652  100,000-124,999              > 100,000          10-20 
## 4653             <NA>                    <NA>           < 1 
## 4654             <NA>                    <NA>           1-2 
## 4655    20,000-24,999              1000-9,999           3-5 
## 4656    50,000-59,999           10,000-99,999           3-5 
## 4657             <NA>                    <NA>           < 1 
## 4658    70,000-79,999                 100-999          5-10 
## 4659    50,000-59,999              > 100,000           5-10 
## 4660            0-999                      0            < 1 
## 4661    60,000-69,999                 100-999         10-20 
## 4662             <NA>                    <NA>           3-5 
## 4663    25,000-29,999                      0          10-20 
## 4664      4,000-4,999              1000-9,999           3-5 
## 4665    40,000-49,999              1000-9,999           1-2 
## 4666    25,000-29,999                      0            1-2 
## 4667             <NA>                    <NA>           < 1 
## 4668    25,000-29,999                    1-99           1-2 
## 4669             <NA>                    <NA>           1-2 
## 4670  125,000-149,999           10,000-99,999         10-20 
## 4671    40,000-49,999                    1-99          5-10 
## 4672            0-999                      0            < 1 
## 4673    15,000-19,999              1000-9,999           3-5 
## 4674  125,000-149,999              1000-9,999           3-5 
## 4675  100,000-124,999              > 100,000            3-5 
## 4676    90,000-99,999              1000-9,999          5-10 
## 4677    50,000-59,999                    1-99          5-10 
## 4678             <NA>                    <NA>           1-2 
## 4679            0-999                      0            3-5 
## 4680             <NA>                    <NA>           < 1 
## 4681             <NA>                    <NA>           < 1 
## 4682    50,000-59,999              1000-9,999           3-5 
## 4683             <NA>                    <NA>           < 1 
## 4684            0-999                      0            < 1 
## 4685    40,000-49,999              1000-9,999           3-5 
## 4686      2,000-2,999                    1-99         10-20 
## 4687    10,000-14,999                      0            3-5 
## 4688    40,000-49,999                 100-999           1-2 
## 4689             <NA>                    <NA>           < 1 
## 4690    10,000-14,999                 100-999           3-5 
## 4691      5,000-7,499           10,000-99,999           < 1 
## 4692    60,000-69,999           10,000-99,999           1-2 
## 4693    20,000-24,999           10,000-99,999          5-10 
## 4694    30,000-39,999                 100-999          5-10 
## 4695    40,000-49,999                 100-999           3-5 
## 4696    25,000-29,999                 100-999           3-5 
## 4697             <NA>                    <NA>           < 1 
## 4698  150,000-199,999              > 100,000            20+ 
## 4699      2,000-2,999              > 100,000            3-5 
## 4700             <NA>                    <NA>           None
## 4701    40,000-49,999                 100-999           1-2 
## 4702             <NA>                    <NA>           < 1 
## 4703             <NA>                    <NA>           None
## 4704  300,000-500,000                      0            20+ 
## 4705    80,000-89,999           10,000-99,999          5-10 
## 4706  125,000-149,999           10,000-99,999          5-10 
## 4707             <NA>                    <NA>           < 1 
## 4708      5,000-7,499              1000-9,999           3-5 
## 4709             <NA>                    <NA>           None
## 4710    50,000-59,999              1000-9,999          5-10 
## 4711    40,000-49,999           10,000-99,999           3-5 
## 4712             <NA>                    <NA>           < 1 
## 4713    40,000-49,999                      0           5-10 
## 4714             <NA>                    <NA>           None
## 4715             <NA>                    <NA>          5-10 
## 4716  125,000-149,999              1000-9,999         10-20 
## 4717      2,000-2,999                      0           5-10 
## 4718    80,000-89,999                      0          10-20 
## 4719    40,000-49,999              1000-9,999          5-10 
## 4720    15,000-19,999                 100-999           3-5 
## 4721            0-999                      0            < 1 
## 4722    15,000-19,999              1000-9,999           3-5 
## 4723             <NA>                    <NA>           None
## 4724  100,000-124,999           10,000-99,999           3-5 
## 4725    70,000-79,999              1000-9,999           1-2 
## 4726            0-999                    1-99           < 1 
## 4727    80,000-89,999                      0            3-5 
## 4728             <NA>                    <NA>           None
## 4729      2,000-2,999              1000-9,999         10-20 
## 4730  100,000-124,999              > 100,000          10-20 
## 4731      5,000-7,499                      0            1-2 
## 4732  150,000-199,999                      0            3-5 
## 4733    60,000-69,999                      0            3-5 
## 4734    90,000-99,999              1000-9,999           3-5 
## 4735    10,000-14,999                    1-99           3-5 
## 4736            0-999                      0            < 1 
## 4737             <NA>                    <NA>           < 1 
## 4738    60,000-69,999                    1-99           1-2 
## 4739    90,000-99,999           10,000-99,999          5-10 
## 4740    50,000-59,999              1000-9,999           3-5 
## 4741      1,000-1,999                      0            < 1 
## 4742  100,000-124,999                 100-999         10-20 
## 4743             <NA>                    <NA>          5-10 
## 4744    30,000-39,999                      0            3-5 
## 4745    90,000-99,999              > 100,000            3-5 
## 4746             <NA>                    <NA>           < 1 
## 4747             <NA>                    <NA>           < 1 
## 4748    10,000-14,999                      0            None
## 4749    10,000-14,999                      0            < 1 
## 4750  100,000-124,999              1000-9,999           3-5 
## 4751             <NA>                    <NA>           1-2 
## 4752  125,000-149,999              1000-9,999           3-5 
## 4753    40,000-49,999              > 100,000            1-2 
## 4754             <NA>                    <NA>           1-2 
## 4755    40,000-49,999                      0            3-5 
## 4756             <NA>                    <NA>           1-2 
## 4757  100,000-124,999              > 100,000            3-5 
## 4758  100,000-124,999                 100-999           3-5 
## 4759    30,000-39,999                      0            3-5 
## 4760  150,000-199,999              > 100,000           5-10 
## 4761  200,000-249,999              > 100,000          10-20 
## 4762             <NA>                    <NA>           1-2 
## 4763      1,000-1,999                    1-99           3-5 
## 4764  150,000-199,999           10,000-99,999          5-10 
## 4765             <NA>                    <NA>           1-2 
## 4766    10,000-14,999                    1-99           < 1 
## 4767      5,000-7,499                      0            3-5 
## 4768    25,000-29,999              > 100,000          10-20 
## 4769    70,000-79,999                 100-999           3-5 
## 4770    30,000-39,999              > 100,000          10-20 
## 4771            0-999              1000-9,999           3-5 
## 4772             <NA>                    <NA>           None
## 4773             <NA>                    <NA>           1-2 
## 4774  200,000-249,999              > 100,000          10-20 
## 4775    90,000-99,999              1000-9,999          5-10 
## 4776    60,000-69,999              1000-9,999           3-5 
## 4777  100,000-124,999                      0            3-5 
## 4778             <NA>                    <NA>           < 1 
## 4779      1,000-1,999              1000-9,999           3-5 
## 4780    80,000-89,999                      0          10-20 
## 4781             <NA>                    <NA>           1-2 
## 4782  125,000-149,999              1000-9,999          5-10 
## 4783        > 500,000              > 100,000            3-5 
## 4784             <NA>                    <NA>           < 1 
## 4785    60,000-69,999                      0            1-2 
## 4786    25,000-29,999                    1-99           3-5 
## 4787             <NA>                    <NA>           < 1 
## 4788             <NA>                    <NA>           < 1 
## 4789    50,000-59,999                 100-999           1-2 
## 4790             <NA>                    <NA>           1-2 
## 4791  125,000-149,999                    1-99           < 1 
## 4792  125,000-149,999                      0            3-5 
## 4793  300,000-500,000              > 100,000            None
## 4794  300,000-500,000                      0            3-5 
## 4795    50,000-59,999              1000-9,999          5-10 
## 4796    80,000-89,999                      0            3-5 
## 4797      7,500-9,999                      0            < 1 
## 4798             <NA>                    <NA>           < 1 
## 4799             <NA>                    <NA>           < 1 
## 4800  100,000-124,999                      0            3-5 
## 4801             <NA>                    <NA>           1-2 
## 4802             <NA>                    <NA>           1-2 
## 4803             <NA>                    <NA>           1-2 
## 4804      1,000-1,999                    1-99           1-2 
## 4805    10,000-14,999                 100-999           1-2 
## 4806             <NA>                    <NA>           < 1 
## 4807    15,000-19,999           10,000-99,999           3-5 
## 4808  100,000-124,999                      0            < 1 
## 4809             <NA>                    <NA>           1-2 
## 4810    90,000-99,999                 100-999           3-5 
## 4811    90,000-99,999              1000-9,999           3-5 
## 4812      5,000-7,499                 100-999           < 1 
## 4813    20,000-24,999              1000-9,999           1-2 
## 4814    25,000-29,999           10,000-99,999           None
## 4815             <NA>                    <NA>           1-2 
## 4816        > 500,000              > 100,000          10-20 
## 4817    80,000-89,999              1000-9,999           3-5 
## 4818  100,000-124,999              > 100,000           5-10 
## 4819      2,000-2,999              1000-9,999         10-20 
## 4820    10,000-14,999                      0            1-2 
## 4821             <NA>                    <NA>           1-2 
## 4822    70,000-79,999              > 100,000          10-20 
## 4823    90,000-99,999           10,000-99,999           1-2 
## 4824  100,000-124,999                      0            1-2 
## 4825            0-999                 100-999          5-10 
## 4826    40,000-49,999                 100-999           None
## 4827    90,000-99,999              1000-9,999           3-5 
## 4828  125,000-149,999              > 100,000            3-5 
## 4829             <NA>                    <NA>           3-5 
## 4830             <NA>                    <NA>           < 1 
## 4831  100,000-124,999              > 100,000            1-2 
## 4832      4,000-4,999                      0            < 1 
## 4833    80,000-89,999                      0            20+ 
## 4834             <NA>                    <NA>           < 1 
## 4835    60,000-69,999                      0            3-5 
## 4836      5,000-7,499                    1-99           < 1 
## 4837  200,000-249,999           10,000-99,999         10-20 
## 4838             <NA>                    <NA>           None
## 4839    30,000-39,999                 100-999           < 1 
## 4840      5,000-7,499                      0            3-5 
## 4841      1,000-1,999                      0            3-5 
## 4842    70,000-79,999                 100-999           1-2 
## 4843  150,000-199,999                      0          10-20 
## 4844  100,000-124,999              > 100,000           5-10 
## 4845    30,000-39,999                 100-999          5-10 
## 4846    90,000-99,999                      0            3-5 
## 4847    70,000-79,999              1000-9,999          5-10 
## 4848    50,000-59,999                      0            < 1 
## 4849    70,000-79,999                 100-999           None
## 4850  150,000-199,999           10,000-99,999           20+ 
## 4851    50,000-59,999                      0          10-20 
## 4852    25,000-29,999           10,000-99,999         10-20 
## 4853      5,000-7,499                      0            < 1 
## 4854    90,000-99,999           10,000-99,999           3-5 
## 4855    30,000-39,999                 100-999          5-10 
## 4856  150,000-199,999           10,000-99,999           3-5 
## 4857    70,000-79,999              1000-9,999          5-10 
## 4858    80,000-89,999              1000-9,999           20+ 
## 4859    50,000-59,999                 100-999           1-2 
## 4860    50,000-59,999                      0            3-5 
## 4861    10,000-14,999                      0            < 1 
## 4862             <NA>                    <NA>           1-2 
## 4863  100,000-124,999                      0          10-20 
## 4864    30,000-39,999                      0          10-20 
## 4865             <NA>                    <NA>           < 1 
## 4866      5,000-7,499                      0            1-2 
## 4867    25,000-29,999              1000-9,999           3-5 
## 4868             <NA>                    <NA>           3-5 
## 4869    40,000-49,999                    1-99           < 1 
## 4870  125,000-149,999                      0          10-20 
## 4871    80,000-89,999              > 100,000            3-5 
## 4872    15,000-19,999              1000-9,999         10-20 
## 4873      1,000-1,999                      0            < 1 
## 4874  150,000-199,999              > 100,000           5-10 
## 4875    70,000-79,999              1000-9,999           20+ 
## 4876      7,500-9,999           10,000-99,999          5-10 
## 4877             <NA>                    <NA>           None
## 4878            0-999                 100-999           1-2 
## 4879             <NA>                    <NA>           < 1 
## 4880    40,000-49,999                 100-999           3-5 
## 4881      1,000-1,999                 100-999           1-2 
## 4882             <NA>                    <NA>           1-2 
## 4883             <NA>                    <NA>           < 1 
## 4884    20,000-24,999              1000-9,999           3-5 
## 4885             <NA>                    <NA>           None
## 4886    90,000-99,999                    1-99           20+ 
## 4887    70,000-79,999                      0          10-20 
## 4888    60,000-69,999           10,000-99,999           1-2 
## 4889    40,000-49,999              > 100,000            3-5 
## 4890    20,000-24,999                 100-999           1-2 
## 4891      3,000-3,999              > 100,000          10-20 
## 4892  125,000-149,999                 100-999          5-10 
## 4893             <NA>                    <NA>           3-5 
## 4894             <NA>                    <NA>           < 1 
## 4895            0-999                    1-99           < 1 
## 4896    30,000-39,999           10,000-99,999           3-5 
## 4897             <NA>                    <NA>           3-5 
## 4898             <NA>                    <NA>           3-5 
## 4899  125,000-149,999           10,000-99,999         10-20 
## 4900      1,000-1,999           10,000-99,999           3-5 
## 4901    90,000-99,999                 100-999          5-10 
## 4902            0-999                 100-999           20+ 
## 4903  100,000-124,999           10,000-99,999           None
## 4904             <NA>                    <NA>           None
## 4905    80,000-89,999           10,000-99,999         10-20 
## 4906    15,000-19,999                 100-999           3-5 
## 4907  250,000-299,999                      0          10-20 
## 4908             <NA>                    <NA>           1-2 
## 4909            0-999                    1-99           1-2 
## 4910             <NA>                    <NA>           < 1 
## 4911  100,000-124,999                 100-999           3-5 
## 4912  100,000-124,999                 100-999          5-10 
## 4913             <NA>                    <NA>           1-2 
## 4914  150,000-199,999              > 100,000           5-10 
## 4915  100,000-124,999           10,000-99,999          5-10 
## 4916  150,000-199,999              > 100,000          10-20 
## 4917    10,000-14,999                 100-999           1-2 
## 4918    50,000-59,999                    1-99           < 1 
## 4919    10,000-14,999                      0            1-2 
## 4920    90,000-99,999              > 100,000            3-5 
## 4921    30,000-39,999                      0            < 1 
## 4922    70,000-79,999                      0            < 1 
## 4923  100,000-124,999              > 100,000           5-10 
## 4924      2,000-2,999                    1-99           < 1 
## 4925             <NA>                    <NA>           < 1 
## 4926    90,000-99,999                      0           5-10 
## 4927      7,500-9,999                      0            < 1 
## 4928    15,000-19,999                    1-99           1-2 
## 4929    10,000-14,999                 100-999          5-10 
## 4930      4,000-4,999              1000-9,999           3-5 
## 4931      1,000-1,999                      0            3-5 
## 4932    80,000-89,999                      0            < 1 
## 4933      4,000-4,999              1000-9,999           1-2 
## 4934    25,000-29,999                 100-999          5-10 
## 4935      3,000-3,999              1000-9,999          5-10 
## 4936    70,000-79,999                      0            1-2 
## 4937      1,000-1,999                    1-99           < 1 
## 4938             <NA>                    <NA>           None
## 4939             <NA>                    <NA>           < 1 
## 4940             <NA>                    <NA>           None
## 4941    25,000-29,999                      0            None
## 4942  100,000-124,999           10,000-99,999           20+ 
## 4943    25,000-29,999              1000-9,999           3-5 
## 4944    30,000-39,999                    1-99           20+ 
## 4945      2,000-2,999                      0            < 1 
## 4946    30,000-39,999              1000-9,999           3-5 
## 4947  100,000-124,999           10,000-99,999         10-20 
## 4948  100,000-124,999              1000-9,999           20+ 
## 4949  150,000-199,999              > 100,000            20+ 
## 4950            0-999                    1-99           < 1 
## 4951  150,000-199,999           10,000-99,999         10-20 
## 4952    20,000-24,999           10,000-99,999           < 1 
## 4953    20,000-24,999              1000-9,999         10-20 
## 4954  150,000-199,999              > 100,000            1-2 
## 4955  150,000-199,999           10,000-99,999         10-20 
## 4956  125,000-149,999              > 100,000          10-20 
## 4957             <NA>                    <NA>           < 1 
## 4958             <NA>                    <NA>           < 1 
## 4959  100,000-124,999                 100-999           20+ 
## 4960            0-999                    1-99           1-2 
## 4961    10,000-14,999                      0            1-2 
## 4962    10,000-14,999                 100-999           1-2 
## 4963  125,000-149,999                      0          10-20 
## 4964             <NA>                    <NA>           < 1 
## 4965    90,000-99,999              > 100,000            3-5 
## 4966            0-999                    1-99           < 1 
## 4967    20,000-24,999                    1-99           3-5 
## 4968      3,000-3,999                 100-999           1-2 
## 4969            0-999                 100-999          5-10 
## 4970      1,000-1,999                      0            < 1 
## 4971             <NA>                    <NA>           3-5 
## 4972             <NA>                    <NA>           < 1 
## 4973    40,000-49,999                    1-99           < 1 
## 4974  150,000-199,999              > 100,000          10-20 
## 4975    10,000-14,999           10,000-99,999           1-2 
## 4976  150,000-199,999              > 100,000            20+ 
## 4977    10,000-14,999                 100-999          5-10 
## 4978      4,000-4,999                      0           5-10 
## 4979  150,000-199,999              1000-9,999           1-2 
## 4980      1,000-1,999                    1-99           None
## 4981  125,000-149,999           10,000-99,999         10-20 
## 4982            0-999                      0          10-20 
## 4983    10,000-14,999                 100-999           1-2 
## 4984  150,000-199,999              > 100,000           5-10 
## 4985             <NA>                    <NA>           None
## 4986  100,000-124,999              1000-9,999           None
## 4987    50,000-59,999                      0            < 1 
## 4988    30,000-39,999              1000-9,999           3-5 
## 4989    90,000-99,999                 100-999           3-5 
## 4990    60,000-69,999                 100-999         10-20 
## 4991    70,000-79,999              1000-9,999           3-5 
## 4992    60,000-69,999                      0           5-10 
## 4993    20,000-24,999                      0            < 1 
## 4994      1,000-1,999                    1-99           1-2 
## 4995    80,000-89,999              1000-9,999          5-10 
## 4996  150,000-199,999              1000-9,999          5-10 
## 4997    50,000-59,999                 100-999           1-2 
## 4998    10,000-14,999                      0           5-10 
## 4999      1,000-1,999                    1-99           3-5 
## 5000    10,000-14,999                      0            1-2 
## 5001      7,500-9,999                 100-999           1-2 
## 5002      5,000-7,499           10,000-99,999           1-2 
## 5003    20,000-24,999                 100-999           3-5 
## 5004    50,000-59,999                      0            3-5 
## 5005             <NA>                    <NA>           1-2 
## 5006    40,000-49,999                      0            1-2 
## 5007  200,000-249,999                 100-999           None
## 5008  150,000-199,999              1000-9,999          5-10 
## 5009    50,000-59,999                      0           5-10 
## 5010  150,000-199,999                 100-999         10-20 
## 5011      3,000-3,999                    1-99           1-2 
## 5012    60,000-69,999                      0           5-10 
## 5013    40,000-49,999                      0            3-5 
## 5014    15,000-19,999                      0           5-10 
## 5015        > 500,000              > 100,000            20+ 
## 5016             <NA>                    <NA>           1-2 
## 5017             <NA>                    <NA>           1-2 
## 5018    60,000-69,999           10,000-99,999          5-10 
## 5019            0-999                      0            1-2 
## 5020  100,000-124,999              1000-9,999           1-2 
## 5021            0-999                      0            1-2 
## 5022             <NA>                    <NA>           3-5 
## 5023  150,000-199,999                 100-999           20+ 
## 5024    60,000-69,999           10,000-99,999          5-10 
## 5025             <NA>                    <NA>           1-2 
## 5026             <NA>                    <NA>           None
## 5027    90,000-99,999              1000-9,999           3-5 
## 5028  100,000-124,999              1000-9,999          5-10 
## 5029  100,000-124,999              > 100,000           5-10 
## 5030      4,000-4,999                      0           5-10 
## 5031      7,500-9,999           10,000-99,999           20+ 
## 5032    20,000-24,999                 100-999           None
## 5033    25,000-29,999           10,000-99,999           1-2 
## 5034             <NA>                    <NA>           < 1 
## 5035    90,000-99,999              1000-9,999           20+ 
## 5036    40,000-49,999                 100-999           3-5 
## 5037             <NA>                    <NA>           1-2 
## 5038    80,000-89,999                      0            1-2 
## 5039    40,000-49,999              > 100,000            3-5 
## 5040      2,000-2,999                      0            < 1 
## 5041    60,000-69,999                      0          10-20 
## 5042    60,000-69,999                      0            1-2 
## 5043      7,500-9,999                      0            3-5 
## 5044             <NA>                    <NA>           < 1 
## 5045    80,000-89,999                 100-999           1-2 
## 5046             <NA>                    <NA>           3-5 
## 5047             <NA>                    <NA>           < 1 
## 5048             <NA>                    <NA>           3-5 
## 5049    30,000-39,999                      0          10-20 
## 5050    25,000-29,999                      0           5-10 
## 5051    25,000-29,999                      0            1-2 
## 5052            0-999                 100-999           < 1 
## 5053             <NA>                    <NA>           < 1 
## 5054      1,000-1,999              1000-9,999           1-2 
## 5055  100,000-124,999           10,000-99,999          5-10 
## 5056        > 500,000              > 100,000            1-2 
## 5057    60,000-69,999                      0           5-10 
## 5058  100,000-124,999                      0            None
## 5059  100,000-124,999                    1-99           3-5 
## 5060  300,000-500,000              1000-9,999           3-5 
## 5061             <NA>                    <NA>           3-5 
## 5062    10,000-14,999                 100-999           1-2 
## 5063             <NA>                    <NA>           < 1 
## 5064    70,000-79,999           10,000-99,999           1-2 
## 5065             <NA>                    <NA>           None
## 5066             <NA>                    <NA>           3-5 
## 5067    80,000-89,999                 100-999           1-2 
## 5068      2,000-2,999                      0            3-5 
## 5069  150,000-199,999              1000-9,999           20+ 
## 5070             <NA>                    <NA>           3-5 
## 5071    50,000-59,999                      0            1-2 
## 5072  300,000-500,000              > 100,000           5-10 
## 5073    80,000-89,999           10,000-99,999         10-20 
## 5074             <NA>                    <NA>           3-5 
## 5075            0-999                    1-99           1-2 
## 5076             <NA>                    <NA>           1-2 
## 5077    60,000-69,999                      0            3-5 
## 5078             <NA>                    <NA>           < 1 
## 5079    30,000-39,999                      0            1-2 
## 5080             <NA>                    <NA>           None
## 5081  100,000-124,999           10,000-99,999           1-2 
## 5082  100,000-124,999           10,000-99,999          5-10 
## 5083             <NA>                    <NA>           1-2 
## 5084             <NA>                    <NA>           3-5 
## 5085      1,000-1,999              1000-9,999           1-2 
## 5086    40,000-49,999              1000-9,999           3-5 
## 5087             <NA>                    <NA>           None
## 5088             <NA>                    <NA>           < 1 
## 5089      4,000-4,999                      0            3-5 
## 5090    30,000-39,999                 100-999           1-2 
## 5091             <NA>                    <NA>           3-5 
## 5092      2,000-2,999              1000-9,999           3-5 
## 5093      4,000-4,999                    1-99           3-5 
## 5094             <NA>                    <NA>           3-5 
## 5095            0-999                      0            < 1 
## 5096    40,000-49,999                      0            < 1 
## 5097    20,000-24,999                      0            3-5 
## 5098  200,000-249,999              1000-9,999           3-5 
## 5099      5,000-7,499                      0           5-10 
## 5100            0-999                      0            1-2 
## 5101             <NA>                    <NA>           < 1 
## 5102            0-999                      0            3-5 
## 5103            0-999              1000-9,999           1-2 
## 5104    30,000-39,999                      0            3-5 
## 5105    70,000-79,999                 100-999           < 1 
## 5106      7,500-9,999                      0            < 1 
## 5107    90,000-99,999                    1-99          5-10 
## 5108  100,000-124,999              > 100,000           5-10 
## 5109    15,000-19,999                      0            1-2 
## 5110    20,000-24,999                 100-999           3-5 
## 5111      1,000-1,999                      0            < 1 
## 5112      1,000-1,999                      0            3-5 
## 5113  300,000-500,000              1000-9,999           20+ 
## 5114      2,000-2,999           10,000-99,999          5-10 
## 5115  150,000-199,999              > 100,000           5-10 
## 5116  100,000-124,999                      0            < 1 
## 5117  100,000-124,999           10,000-99,999         10-20 
## 5118            0-999                      0            None
## 5119             <NA>                    <NA>           1-2 
## 5120    80,000-89,999                      0            < 1 
## 5121             <NA>                    <NA>           < 1 
## 5122             <NA>                    <NA>           None
## 5123      2,000-2,999           10,000-99,999           1-2 
## 5124    10,000-14,999                 100-999           1-2 
## 5125  100,000-124,999                 100-999           None
## 5126    40,000-49,999           10,000-99,999           3-5 
## 5127  100,000-124,999              > 100,000          10-20 
## 5128    30,000-39,999              1000-9,999           3-5 
## 5129    10,000-14,999                      0           5-10 
## 5130    40,000-49,999              1000-9,999           1-2 
## 5131            0-999                 100-999           3-5 
## 5132      3,000-3,999                 100-999           1-2 
## 5133             <NA>                    <NA>           3-5 
## 5134    40,000-49,999                 100-999          5-10 
## 5135  100,000-124,999                    1-99         10-20 
## 5136  100,000-124,999              > 100,000            3-5 
## 5137             <NA>                    <NA>           < 1 
## 5138             <NA>                    <NA>           < 1 
## 5139  300,000-500,000              > 100,000          10-20 
## 5140            0-999                 100-999          5-10 
## 5141             <NA>                    <NA>          5-10 
## 5142             <NA>                    <NA>           1-2 
## 5143            0-999                    1-99           3-5 
## 5144    50,000-59,999                    1-99           1-2 
## 5145             <NA>                    <NA>           3-5 
## 5146    50,000-59,999           10,000-99,999          5-10 
## 5147    10,000-14,999              1000-9,999           3-5 
## 5148  100,000-124,999           10,000-99,999           1-2 
## 5149  125,000-149,999           10,000-99,999           None
## 5150             <NA>                    <NA>           < 1 
## 5151  125,000-149,999              > 100,000          10-20 
## 5152    20,000-24,999           10,000-99,999           1-2 
## 5153    10,000-14,999                      0            < 1 
## 5154    10,000-14,999           10,000-99,999           3-5 
## 5155      3,000-3,999                    1-99           1-2 
## 5156    50,000-59,999                      0            3-5 
## 5157  150,000-199,999              > 100,000            20+ 
## 5158            0-999                      0            3-5 
## 5159             <NA>                    <NA>          5-10 
## 5160    60,000-69,999                    1-99           3-5 
## 5161    60,000-69,999                      0           5-10 
## 5162      5,000-7,499                      0            < 1 
## 5163    15,000-19,999                 100-999           1-2 
## 5164    40,000-49,999                    1-99           3-5 
## 5165    30,000-39,999                      0            None
## 5166    10,000-14,999                 100-999           < 1 
## 5167    90,000-99,999                    1-99           1-2 
## 5168      5,000-7,499                 100-999           < 1 
## 5169      3,000-3,999                 100-999           < 1 
## 5170  150,000-199,999              1000-9,999         10-20 
## 5171  150,000-199,999              1000-9,999          5-10 
## 5172  100,000-124,999           10,000-99,999           3-5 
## 5173    70,000-79,999           10,000-99,999           20+ 
## 5174    40,000-49,999                 100-999          5-10 
## 5175    20,000-24,999              1000-9,999           1-2 
## 5176    10,000-14,999              > 100,000            3-5 
## 5177             <NA>                    <NA>           < 1 
## 5178  250,000-299,999           10,000-99,999         10-20 
## 5179  100,000-124,999              1000-9,999           20+ 
## 5180            0-999              1000-9,999          5-10 
## 5181  125,000-149,999                      0            1-2 
## 5182    10,000-14,999                      0            None
## 5183  125,000-149,999           10,000-99,999         10-20 
## 5184            0-999                      0            1-2 
## 5185  150,000-199,999              > 100,000            3-5 
## 5186    80,000-89,999              1000-9,999          5-10 
## 5187      7,500-9,999                      0            < 1 
## 5188             <NA>                    <NA>           1-2 
## 5189             <NA>                    <NA>           < 1 
## 5190    80,000-89,999              > 100,000            20+ 
## 5191    60,000-69,999                    1-99           3-5 
## 5192             <NA>                    <NA>           < 1 
## 5193    10,000-14,999              1000-9,999           3-5 
## 5194  100,000-124,999              > 100,000            3-5 
## 5195  100,000-124,999              1000-9,999           3-5 
## 5196             <NA>                    <NA>           < 1 
## 5197  100,000-124,999                      0          10-20 
## 5198  100,000-124,999              1000-9,999           3-5 
## 5199  100,000-124,999              1000-9,999         10-20 
## 5200      3,000-3,999                      0            1-2 
## 5201    25,000-29,999                      0            3-5 
## 5202             <NA>                    <NA>           < 1 
## 5203      2,000-2,999           10,000-99,999           3-5 
## 5204  200,000-249,999              > 100,000          10-20 
## 5205    10,000-14,999                      0            1-2 
## 5206  150,000-199,999           10,000-99,999           1-2 
## 5207  125,000-149,999           10,000-99,999         10-20 
## 5208             <NA>                    <NA>          5-10 
## 5209    20,000-24,999                 100-999          5-10 
## 5210  150,000-199,999              1000-9,999         10-20 
## 5211    90,000-99,999              1000-9,999           20+ 
## 5212      7,500-9,999              1000-9,999          5-10 
## 5213  200,000-249,999              > 100,000          10-20 
## 5214  250,000-299,999              > 100,000          10-20 
## 5215    40,000-49,999              1000-9,999          5-10 
## 5216    70,000-79,999              1000-9,999         10-20 
## 5217             <NA>                    <NA>           < 1 
## 5218  200,000-249,999              > 100,000          10-20 
## 5219  100,000-124,999                      0            1-2 
## 5220            0-999                      0            20+ 
## 5221  125,000-149,999              > 100,000           5-10 
## 5222    15,000-19,999                 100-999          5-10 
## 5223    70,000-79,999                      0            3-5 
## 5224    50,000-59,999                    1-99           1-2 
## 5225             <NA>                    <NA>           None
## 5226        > 500,000              > 100,000            20+ 
## 5227    70,000-79,999              1000-9,999           3-5 
## 5228    70,000-79,999                 100-999         10-20 
## 5229             <NA>                    <NA>           < 1 
## 5230            0-999                      0          10-20 
## 5231  125,000-149,999           10,000-99,999           3-5 
## 5232      7,500-9,999                 100-999           3-5 
## 5233  150,000-199,999              > 100,000            20+ 
## 5234    50,000-59,999                      0            1-2 
## 5235            0-999              > 100,000            1-2 
## 5236  100,000-124,999              1000-9,999           3-5 
## 5237  100,000-124,999                 100-999           3-5 
## 5238    10,000-14,999                    1-99         10-20 
## 5239    15,000-19,999              1000-9,999         10-20 
## 5240  100,000-124,999                 100-999          5-10 
## 5241  100,000-124,999                 100-999           1-2 
## 5242  100,000-124,999           10,000-99,999           3-5 
## 5243    80,000-89,999                      0            3-5 
## 5244    60,000-69,999              1000-9,999           3-5 
## 5245      2,000-2,999                    1-99           < 1 
## 5246  150,000-199,999           10,000-99,999           20+ 
## 5247             <NA>                    <NA>           1-2 
## 5248             <NA>                    <NA>           None
## 5249             <NA>                    <NA>           3-5 
## 5250            0-999                 100-999           < 1 
## 5251        > 500,000           10,000-99,999           20+ 
## 5252            0-999                      0            1-2 
## 5253      2,000-2,999                      0            None
## 5254  200,000-249,999              1000-9,999           20+ 
## 5255    70,000-79,999                 100-999           3-5 
## 5256      1,000-1,999                    1-99           < 1 
## 5257            0-999                      0            1-2 
## 5258    40,000-49,999                      0            < 1 
## 5259  125,000-149,999                      0          10-20 
## 5260             <NA>                    <NA>           < 1 
## 5261             <NA>                    <NA>           3-5 
## 5262  150,000-199,999                 100-999         10-20 
## 5263  250,000-299,999           10,000-99,999           20+ 
## 5264    90,000-99,999              > 100,000          10-20 
## 5265    80,000-89,999                 100-999           < 1 
## 5266    50,000-59,999           10,000-99,999           1-2 
## 5267    60,000-69,999                 100-999         10-20 
## 5268  200,000-249,999                    1-99           < 1 
## 5269    70,000-79,999                 100-999           3-5 
## 5270  125,000-149,999                    1-99           3-5 
## 5271    90,000-99,999                 100-999           None
## 5272    50,000-59,999              1000-9,999           1-2 
## 5273             <NA>                    <NA>           1-2 
## 5274  100,000-124,999           10,000-99,999           3-5 
## 5275    60,000-69,999                    1-99           3-5 
## 5276             <NA>                    <NA>           None
## 5277  150,000-199,999                 100-999         10-20 
## 5278             <NA>                    <NA>           None
## 5279             <NA>                    <NA>           1-2 
## 5280      4,000-4,999                    1-99         10-20 
## 5281             <NA>                    <NA>           1-2 
## 5282    60,000-69,999                      0           5-10 
## 5283    15,000-19,999                      0            < 1 
## 5284    40,000-49,999              > 100,000            1-2 
## 5285    30,000-39,999                 100-999           3-5 
## 5286    30,000-39,999                    1-99          5-10 
## 5287  100,000-124,999              > 100,000           5-10 
## 5288             <NA>                    <NA>           1-2 
## 5289    30,000-39,999                      0           5-10 
## 5290  200,000-249,999           10,000-99,999         10-20 
## 5291    90,000-99,999           10,000-99,999         10-20 
## 5292    20,000-24,999                 100-999           1-2 
## 5293    10,000-14,999                      0           5-10 
## 5294             <NA>                    <NA>           1-2 
## 5295  200,000-249,999              > 100,000          10-20 
## 5296            0-999                    1-99           3-5 
## 5297  125,000-149,999              > 100,000          10-20 
## 5298    30,000-39,999              1000-9,999           < 1 
## 5299    10,000-14,999              1000-9,999           < 1 
## 5300      5,000-7,499                    1-99           3-5 
## 5301             <NA>                    <NA>          5-10 
## 5302    30,000-39,999                      0            < 1 
## 5303  100,000-124,999                      0          10-20 
## 5304  100,000-124,999           10,000-99,999           3-5 
## 5305             <NA>                    <NA>           3-5 
## 5306  125,000-149,999           10,000-99,999         10-20 
## 5307    60,000-69,999                      0            20+ 
## 5308             <NA>                    <NA>           1-2 
## 5309    60,000-69,999                      0           5-10 
## 5310  125,000-149,999              > 100,000           5-10 
## 5311    70,000-79,999           10,000-99,999           1-2 
## 5312    25,000-29,999                    1-99           3-5 
## 5313      7,500-9,999                      0            1-2 
## 5314            0-999                      0            1-2 
## 5315      4,000-4,999              1000-9,999          5-10 
## 5316  100,000-124,999                 100-999           3-5 
## 5317    70,000-79,999                 100-999          5-10 
## 5318    50,000-59,999              1000-9,999           3-5 
## 5319             <NA>                    <NA>           < 1 
## 5320             <NA>                    <NA>           1-2 
## 5321            0-999              1000-9,999           < 1 
## 5322             <NA>                    <NA>           < 1 
## 5323    90,000-99,999              > 100,000           5-10 
## 5324      3,000-3,999                      0            3-5 
## 5325  125,000-149,999                      0            3-5 
## 5326  125,000-149,999              1000-9,999           3-5 
## 5327      2,000-2,999                 100-999           1-2 
## 5328             <NA>                    <NA>           3-5 
## 5329      4,000-4,999                    1-99           None
## 5330      1,000-1,999              1000-9,999          5-10 
## 5331    30,000-39,999                    1-99           1-2 
## 5332      2,000-2,999                      0            < 1 
## 5333             <NA>                    <NA>           1-2 
## 5334    10,000-14,999                    1-99          5-10 
## 5335    20,000-24,999                 100-999           1-2 
## 5336            0-999                      0            1-2 
## 5337             <NA>                    <NA>           None
## 5338    90,000-99,999                      0           5-10 
## 5339      5,000-7,499              1000-9,999           3-5 
## 5340    90,000-99,999           10,000-99,999           3-5 
## 5341    70,000-79,999                 100-999           3-5 
## 5342  125,000-149,999              > 100,000            1-2 
## 5343             <NA>                    <NA>          5-10 
## 5344      2,000-2,999              > 100,000          10-20 
## 5345      1,000-1,999                      0            3-5 
## 5346    10,000-14,999                 100-999         10-20 
## 5347    15,000-19,999              1000-9,999           1-2 
## 5348    80,000-89,999                      0           5-10 
## 5349             <NA>                    <NA>           1-2 
## 5350            0-999                      0          10-20 
## 5351      1,000-1,999                      0            < 1 
## 5352      7,500-9,999                    1-99           < 1 
## 5353             <NA>                    <NA>           < 1 
## 5354    80,000-89,999           10,000-99,999           3-5 
## 5355    10,000-14,999                    1-99           1-2 
## 5356      4,000-4,999              1000-9,999          5-10 
## 5357  150,000-199,999           10,000-99,999         10-20 
## 5358            0-999                    1-99           1-2 
## 5359            0-999                      0            1-2 
## 5360      5,000-7,499                    1-99           < 1 
## 5361            0-999                      0            3-5 
## 5362             <NA>                    <NA>           1-2 
## 5363    40,000-49,999           10,000-99,999           < 1 
## 5364             <NA>                    <NA>           1-2 
## 5365             <NA>                    <NA>           None
## 5366    70,000-79,999           10,000-99,999           3-5 
## 5367    60,000-69,999                      0            3-5 
## 5368             <NA>                    <NA>           1-2 
## 5369    40,000-49,999                      0            1-2 
## 5370  150,000-199,999              1000-9,999           3-5 
## 5371    10,000-14,999              1000-9,999           3-5 
## 5372      5,000-7,499                      0            < 1 
## 5373             <NA>                    <NA>           1-2 
## 5374      3,000-3,999                 100-999           1-2 
## 5375    20,000-24,999                      0            3-5 
## 5376             <NA>                    <NA>           < 1 
## 5377             <NA>                    <NA>           1-2 
## 5378             <NA>                    <NA>           1-2 
## 5379    90,000-99,999                      0            1-2 
## 5380             <NA>                    <NA>           < 1 
## 5381      5,000-7,499              1000-9,999           1-2 
## 5382    60,000-69,999                      0            20+ 
## 5383            0-999                 100-999           1-2 
## 5384      2,000-2,999                      0            3-5 
## 5385  100,000-124,999           10,000-99,999         10-20 
## 5386            0-999                      0            < 1 
## 5387    15,000-19,999                 100-999           3-5 
## 5388    50,000-59,999              1000-9,999          5-10 
## 5389            0-999                    1-99           1-2 
## 5390  100,000-124,999           10,000-99,999           3-5 
## 5391  125,000-149,999              1000-9,999           3-5 
## 5392             <NA>                    <NA>           1-2 
## 5393             <NA>                    <NA>           < 1 
## 5394             <NA>                    <NA>           1-2 
## 5395    20,000-24,999                      0            1-2 
## 5396            0-999              1000-9,999           3-5 
## 5397    70,000-79,999                 100-999           < 1 
## 5398    15,000-19,999              1000-9,999           < 1 
## 5399      2,000-2,999                    1-99           None
## 5400            0-999                      0            < 1 
## 5401            0-999                      0            3-5 
## 5402    40,000-49,999              > 100,000            3-5 
## 5403    20,000-24,999                 100-999           1-2 
## 5404      4,000-4,999           10,000-99,999           < 1 
## 5405      1,000-1,999           10,000-99,999           1-2 
## 5406             <NA>                    <NA>         10-20 
## 5407             <NA>                    <NA>           None
## 5408            0-999                 100-999           1-2 
## 5409  100,000-124,999           10,000-99,999           3-5 
## 5410    60,000-69,999                 100-999           < 1 
## 5411      3,000-3,999              1000-9,999           < 1 
## 5412    90,000-99,999              > 100,000            1-2 
## 5413    70,000-79,999              > 100,000            3-5 
## 5414             <NA>                    <NA>           < 1 
## 5415    30,000-39,999                      0            None
## 5416    60,000-69,999              1000-9,999         10-20 
## 5417      4,000-4,999                 100-999           1-2 
## 5418    40,000-49,999                 100-999           1-2 
## 5419  100,000-124,999                      0            1-2 
## 5420      1,000-1,999                      0            1-2 
## 5421             <NA>                    <NA>           1-2 
## 5422             <NA>                    <NA>           < 1 
## 5423    15,000-19,999                 100-999           3-5 
## 5424    10,000-14,999           10,000-99,999          5-10 
## 5425  200,000-249,999                      0          10-20 
## 5426      4,000-4,999                      0            3-5 
## 5427             <NA>                    <NA>           3-5 
## 5428            0-999              1000-9,999           < 1 
## 5429    25,000-29,999                      0            3-5 
## 5430      2,000-2,999                    1-99           3-5 
## 5431    15,000-19,999                    1-99           3-5 
## 5432    25,000-29,999                 100-999          5-10 
## 5433    70,000-79,999                 100-999           3-5 
## 5434             <NA>                    <NA>           < 1 
## 5435    25,000-29,999           10,000-99,999          5-10 
## 5436    15,000-19,999              1000-9,999           1-2 
## 5437             <NA>                    <NA>           1-2 
## 5438    30,000-39,999                 100-999           3-5 
## 5439  100,000-124,999           10,000-99,999         10-20 
## 5440      1,000-1,999                      0            None
## 5441    70,000-79,999                 100-999          5-10 
## 5442             <NA>                    <NA>           1-2 
## 5443             <NA>                    <NA>           < 1 
## 5444    30,000-39,999                      0            3-5 
## 5445    60,000-69,999                      0            < 1 
## 5446             <NA>                    <NA>           3-5 
## 5447             <NA>                    <NA>           1-2 
## 5448      1,000-1,999                      0            1-2 
## 5449    10,000-14,999           10,000-99,999          5-10 
## 5450    40,000-49,999                      0            None
## 5451    25,000-29,999              1000-9,999          5-10 
## 5452  100,000-124,999                 100-999          5-10 
## 5453    15,000-19,999                      0            3-5 
## 5454    25,000-29,999                      0            None
## 5455    30,000-39,999                      0            3-5 
## 5456    15,000-19,999                      0            < 1 
## 5457    90,000-99,999           10,000-99,999         10-20 
## 5458    10,000-14,999                    1-99           1-2 
## 5459      1,000-1,999                    1-99           < 1 
## 5460    40,000-49,999           10,000-99,999          5-10 
## 5461  100,000-124,999                      0            3-5 
## 5462    40,000-49,999                    1-99           1-2 
## 5463             <NA>                    <NA>           None
## 5464      5,000-7,499                 100-999           < 1 
## 5465    60,000-69,999              1000-9,999          5-10 
## 5466            0-999                      0            1-2 
## 5467      7,500-9,999                      0            1-2 
## 5468             <NA>                    <NA>           1-2 
## 5469  100,000-124,999              > 100,000            20+ 
## 5470  125,000-149,999              1000-9,999           < 1 
## 5471    25,000-29,999              1000-9,999           < 1 
## 5472             <NA>                    <NA>           1-2 
## 5473    15,000-19,999                    1-99           1-2 
## 5474             <NA>                    <NA>           < 1 
## 5475    25,000-29,999                      0            3-5 
## 5476    25,000-29,999              1000-9,999           < 1 
## 5477      2,000-2,999                      0          10-20 
## 5478    50,000-59,999                      0            3-5 
## 5479    50,000-59,999                 100-999         10-20 
## 5480      3,000-3,999                 100-999           3-5 
## 5481    80,000-89,999              1000-9,999         10-20 
## 5482      7,500-9,999                 100-999         10-20 
## 5483  100,000-124,999                    1-99         10-20 
## 5484             <NA>                    <NA>           < 1 
## 5485    30,000-39,999              1000-9,999          5-10 
## 5486             <NA>                    <NA>           1-2 
## 5487    15,000-19,999                      0            1-2 
## 5488      4,000-4,999           10,000-99,999           None
## 5489      7,500-9,999                      0            20+ 
## 5490      4,000-4,999                      0            < 1 
## 5491    40,000-49,999                 100-999           3-5 
## 5492            0-999                    1-99           3-5 
## 5493    15,000-19,999                 100-999           1-2 
## 5494      4,000-4,999                      0            1-2 
## 5495    30,000-39,999           10,000-99,999           3-5 
## 5496    15,000-19,999                      0            < 1 
## 5497      5,000-7,499                      0            < 1 
## 5498    25,000-29,999                    1-99           None
## 5499             <NA>                    <NA>           < 1 
## 5500             <NA>                    <NA>           < 1 
## 5501             <NA>                    <NA>           < 1 
## 5502    50,000-59,999           10,000-99,999          5-10 
## 5503      1,000-1,999                 100-999           1-2 
## 5504    10,000-14,999                 100-999           1-2 
## 5505      4,000-4,999                      0            < 1 
## 5506    40,000-49,999                      0          10-20 
## 5507    15,000-19,999                      0            < 1 
## 5508      1,000-1,999                 100-999           1-2 
## 5509      5,000-7,499              1000-9,999           1-2 
## 5510    30,000-39,999                 100-999           1-2 
## 5511    20,000-24,999                    1-99           1-2 
## 5512      3,000-3,999                 100-999           < 1 
## 5513             <NA>                    <NA>           1-2 
## 5514             <NA>                    <NA>           None
## 5515            0-999                      0            None
## 5516    30,000-39,999                      0            3-5 
## 5517            0-999                      0            < 1 
## 5518            0-999                      0            1-2 
## 5519    50,000-59,999           10,000-99,999          5-10 
## 5520    30,000-39,999                 100-999           3-5 
## 5521      4,000-4,999                 100-999           < 1 
## 5522      2,000-2,999                 100-999           3-5 
## 5523    25,000-29,999                 100-999           3-5 
## 5524             <NA>                    <NA>           None
## 5525    15,000-19,999                      0            3-5 
## 5526    40,000-49,999           10,000-99,999         10-20 
## 5527             <NA>                    <NA>         10-20 
## 5528            0-999                    1-99           < 1 
## 5529             <NA>                    <NA>           < 1 
## 5530    50,000-59,999                 100-999           1-2 
## 5531             <NA>                    <NA>           None
## 5532             <NA>                    <NA>           < 1 
## 5533  100,000-124,999              > 100,000            20+ 
## 5534            0-999                    1-99           None
## 5535      4,000-4,999                    1-99           3-5 
## 5536    80,000-89,999                      0          10-20 
## 5537      2,000-2,999                    1-99           3-5 
## 5538    20,000-24,999                 100-999           3-5 
## 5539             <NA>                    <NA>           None
## 5540             <NA>                    <NA>           < 1 
## 5541    30,000-39,999              1000-9,999           None
## 5542      4,000-4,999           10,000-99,999           < 1 
## 5543    20,000-24,999              > 100,000            None
## 5544      2,000-2,999                 100-999           1-2 
## 5545      2,000-2,999              1000-9,999           None
## 5546             <NA>                    <NA>           < 1 
## 5547  100,000-124,999                      0            1-2 
## 5548  125,000-149,999                      0            None
## 5549      5,000-7,499                      0            < 1 
## 5550    15,000-19,999              1000-9,999           3-5 
## 5551    50,000-59,999                 100-999           3-5 
## 5552             <NA>                    <NA>           1-2 
## 5553  100,000-124,999                      0            20+ 
## 5554             <NA>                    <NA>           None
## 5555            0-999                    1-99           < 1 
## 5556             <NA>                    <NA>           1-2 
## 5557  125,000-149,999                      0            3-5 
## 5558  125,000-149,999                      0          10-20 
## 5559    50,000-59,999                 100-999           3-5 
## 5560             <NA>                    <NA>           1-2 
## 5561             <NA>                    <NA>           < 1 
## 5562    50,000-59,999                      0            1-2 
## 5563      1,000-1,999                 100-999           < 1 
## 5564             <NA>                    <NA>           < 1 
## 5565    50,000-59,999              1000-9,999           3-5 
## 5566            0-999                      0            1-2 
## 5567    10,000-14,999              1000-9,999           3-5 
## 5568             <NA>                    <NA>           1-2 
## 5569             <NA>                    <NA>         10-20 
## 5570    30,000-39,999                      0            None
## 5571             <NA>                    <NA>           1-2 
## 5572    50,000-59,999           10,000-99,999           3-5 
## 5573  100,000-124,999           10,000-99,999         10-20 
## 5574    15,000-19,999                      0          10-20 
## 5575      3,000-3,999                      0            1-2 
## 5576    70,000-79,999           10,000-99,999           1-2 
## 5577    50,000-59,999              1000-9,999          5-10 
## 5578             <NA>                    <NA>           < 1 
## 5579             <NA>                    <NA>           1-2 
## 5580    20,000-24,999                      0            3-5 
## 5581    40,000-49,999                      0            3-5 
## 5582    15,000-19,999                 100-999           < 1 
## 5583             <NA>                    <NA>           < 1 
## 5584             <NA>                    <NA>           1-2 
## 5585    25,000-29,999           10,000-99,999           3-5 
## 5586    30,000-39,999              > 100,000           5-10 
## 5587            0-999                 100-999           3-5 
## 5588    15,000-19,999                      0            3-5 
## 5589  125,000-149,999                 100-999         10-20 
## 5590      4,000-4,999                      0            None
## 5591    40,000-49,999                      0            1-2 
## 5592             <NA>                    <NA>           1-2 
## 5593    60,000-69,999           10,000-99,999           3-5 
## 5594             <NA>                    <NA>           None
## 5595  125,000-149,999                 100-999          5-10 
## 5596    70,000-79,999           10,000-99,999         10-20 
## 5597    50,000-59,999                 100-999           < 1 
## 5598             <NA>                    <NA>         10-20 
## 5599             <NA>                    <NA>           1-2 
## 5600    80,000-89,999                      0           5-10 
## 5601             <NA>                    <NA>           None
## 5602    60,000-69,999              1000-9,999         10-20 
## 5603            0-999                 100-999         10-20 
## 5604    40,000-49,999           10,000-99,999           3-5 
## 5605             <NA>                    <NA>           < 1 
## 5606    25,000-29,999                      0            None
## 5607    30,000-39,999                      0            1-2 
## 5608             <NA>                    <NA>           3-5 
## 5609            0-999                      0            1-2 
## 5610    80,000-89,999                    1-99         10-20 
## 5611    30,000-39,999                    1-99         10-20 
## 5612             <NA>                    <NA>           < 1 
## 5613    50,000-59,999                      0           5-10 
## 5614    25,000-29,999                 100-999           < 1 
## 5615    50,000-59,999                    1-99           3-5 
## 5616            0-999                    1-99           < 1 
## 5617             <NA>                    <NA>           < 1 
## 5618             <NA>                    <NA>          5-10 
## 5619             <NA>                    <NA>           1-2 
## 5620      1,000-1,999                    1-99           1-2 
## 5621             <NA>                    <NA>           1-2 
## 5622    25,000-29,999                    1-99           None
## 5623      5,000-7,499              1000-9,999           20+ 
## 5624             <NA>                    <NA>           < 1 
## 5625    80,000-89,999              1000-9,999          5-10 
## 5626    15,000-19,999                    1-99           < 1 
## 5627    25,000-29,999                 100-999           3-5 
## 5628    90,000-99,999              1000-9,999           3-5 
## 5629    60,000-69,999                    1-99          5-10 
## 5630             <NA>                    <NA>          5-10 
## 5631    70,000-79,999                    1-99           20+ 
## 5632             <NA>                    <NA>           < 1 
## 5633      4,000-4,999                 100-999           < 1 
## 5634  125,000-149,999                 100-999           20+ 
## 5635  100,000-124,999              1000-9,999           3-5 
## 5636             <NA>                    <NA>           < 1 
## 5637             <NA>                    <NA>           < 1 
## 5638  100,000-124,999                      0           5-10 
## 5639    25,000-29,999           10,000-99,999           3-5 
## 5640    15,000-19,999              1000-9,999           1-2 
## 5641            0-999                      0            1-2 
## 5642    20,000-24,999                      0            3-5 
## 5643             <NA>                    <NA>           1-2 
## 5644             <NA>                    <NA>           1-2 
## 5645            0-999              1000-9,999           1-2 
## 5646    20,000-24,999           10,000-99,999           1-2 
## 5647    80,000-89,999                      0            < 1 
## 5648             <NA>                    <NA>           1-2 
## 5649             <NA>                    <NA>          5-10 
## 5650             <NA>                    <NA>           < 1 
## 5651  100,000-124,999           10,000-99,999         10-20 
## 5652      5,000-7,499                    1-99           1-2 
## 5653             <NA>                    <NA>           1-2 
## 5654      2,000-2,999                      0            1-2 
## 5655    60,000-69,999                 100-999           < 1 
## 5656  100,000-124,999                 100-999           None
## 5657             <NA>                    <NA>          5-10 
## 5658             <NA>                    <NA>           < 1 
## 5659    60,000-69,999                      0          10-20 
## 5660      5,000-7,499                      0            3-5 
## 5661      5,000-7,499                      0            1-2 
## 5662    10,000-14,999                      0            < 1 
## 5663    70,000-79,999                      0            20+ 
## 5664    40,000-49,999              > 100,000          10-20 
## 5665    30,000-39,999              > 100,000           5-10 
## 5666             <NA>                    <NA>           < 1 
## 5667      2,000-2,999              1000-9,999           1-2 
## 5668    80,000-89,999                    1-99           None
## 5669  125,000-149,999              1000-9,999         10-20 
## 5670            0-999                    1-99           1-2 
## 5671      1,000-1,999                 100-999           < 1 
## 5672             <NA>                    <NA>           < 1 
## 5673      7,500-9,999              1000-9,999           3-5 
## 5674  150,000-199,999           10,000-99,999           20+ 
## 5675    70,000-79,999                    1-99          5-10 
## 5676    30,000-39,999           10,000-99,999           < 1 
## 5677             <NA>                    <NA>           < 1 
## 5678    40,000-49,999              1000-9,999           3-5 
## 5679  100,000-124,999              1000-9,999          5-10 
## 5680             <NA>                    <NA>           1-2 
## 5681             <NA>                    <NA>           <NA>
## 5682            0-999                    1-99           1-2 
## 5683    15,000-19,999                 100-999           1-2 
## 5684  125,000-149,999                      0            1-2 
## 5685      1,000-1,999                      0            < 1 
## 5686             <NA>                    <NA>           1-2 
## 5687    90,000-99,999           10,000-99,999           3-5 
## 5688    20,000-24,999              1000-9,999           3-5 
## 5689            0-999              1000-9,999           None
## 5690    10,000-14,999                      0            3-5 
## 5691      1,000-1,999                      0           5-10 
## 5692    60,000-69,999                 100-999           1-2 
## 5693             <NA>                    <NA>           < 1 
## 5694             <NA>                    <NA>           3-5 
## 5695    60,000-69,999                      0            < 1 
## 5696      5,000-7,499                      0            1-2 
## 5697    10,000-14,999              1000-9,999           3-5 
## 5698    20,000-24,999           10,000-99,999           1-2 
## 5699    70,000-79,999           10,000-99,999           3-5 
## 5700    10,000-14,999           10,000-99,999           3-5 
## 5701             <NA>                    <NA>           3-5 
## 5702    10,000-14,999                    1-99           < 1 
## 5703             <NA>                    <NA>           < 1 
## 5704      1,000-1,999                      0            < 1 
## 5705    50,000-59,999                      0            1-2 
## 5706      4,000-4,999                    1-99           3-5 
## 5707    15,000-19,999                      0            < 1 
## 5708    30,000-39,999              > 100,000          10-20 
## 5709  100,000-124,999           10,000-99,999          5-10 
## 5710    60,000-69,999                 100-999           1-2 
## 5711  125,000-149,999              1000-9,999          5-10 
## 5712            0-999                      0            < 1 
## 5713      1,000-1,999                 100-999           1-2 
## 5714    90,000-99,999              > 100,000            < 1 
## 5715    30,000-39,999           10,000-99,999           3-5 
## 5716    80,000-89,999           10,000-99,999          5-10 
## 5717      5,000-7,499                    1-99           1-2 
## 5718    20,000-24,999                      0            1-2 
## 5719  150,000-199,999              1000-9,999           1-2 
## 5720             <NA>                    <NA>           < 1 
## 5721             <NA>                    <NA>           < 1 
## 5722    10,000-14,999                 100-999           3-5 
## 5723    10,000-14,999                 100-999          5-10 
## 5724            0-999                      0            None
## 5725             <NA>                    <NA>          5-10 
## 5726             <NA>                    <NA>           < 1 
## 5727    10,000-14,999                 100-999           1-2 
## 5728             <NA>                    <NA>           1-2 
## 5729    10,000-14,999              1000-9,999         10-20 
## 5730    40,000-49,999              > 100,000           5-10 
## 5731    90,000-99,999                 100-999           None
## 5732             <NA>                    <NA>           1-2 
## 5733    70,000-79,999              1000-9,999           3-5 
## 5734            0-999                    1-99           None
## 5735    70,000-79,999                      0            1-2 
## 5736    10,000-14,999                    1-99           3-5 
## 5737      1,000-1,999              1000-9,999           1-2 
## 5738      5,000-7,499                      0            < 1 
## 5739  100,000-124,999              > 100,000           5-10 
## 5740      1,000-1,999                      0            3-5 
## 5741    20,000-24,999                 100-999           3-5 
## 5742             <NA>                    <NA>           < 1 
## 5743  125,000-149,999           10,000-99,999          5-10 
## 5744            0-999                      0            None
## 5745             <NA>                    <NA>           < 1 
## 5746      3,000-3,999                      0            1-2 
## 5747             <NA>                    <NA>           1-2 
## 5748             <NA>                    <NA>           1-2 
## 5749    40,000-49,999                    1-99          5-10 
## 5750      7,500-9,999              1000-9,999           < 1 
## 5751             <NA>                    <NA>           3-5 
## 5752      2,000-2,999                 100-999           < 1 
## 5753      5,000-7,499                      0            None
## 5754    25,000-29,999                      0            None
## 5755             <NA>                    <NA>           < 1 
## 5756             <NA>                    <NA>           1-2 
## 5757      1,000-1,999              1000-9,999           3-5 
## 5758    25,000-29,999                      0           5-10 
## 5759    10,000-14,999              1000-9,999           1-2 
## 5760             <NA>                    <NA>           < 1 
## 5761             <NA>                    <NA>           1-2 
## 5762  125,000-149,999              > 100,000            1-2 
## 5763             <NA>                    <NA>           < 1 
## 5764             <NA>                    <NA>          5-10 
## 5765    10,000-14,999           10,000-99,999           3-5 
## 5766  125,000-149,999           10,000-99,999           1-2 
## 5767    70,000-79,999              > 100,000            1-2 
## 5768             <NA>                    <NA>           None
## 5769             <NA>                    <NA>           < 1 
## 5770    40,000-49,999                      0            20+ 
## 5771            0-999                      0            1-2 
## 5772    20,000-24,999                 100-999          5-10 
## 5773  150,000-199,999              > 100,000          10-20 
## 5774      1,000-1,999                      0            1-2 
## 5775      4,000-4,999                      0            None
## 5776      1,000-1,999                 100-999           3-5 
## 5777    20,000-24,999              > 100,000           5-10 
## 5778    10,000-14,999                      0            1-2 
## 5779             <NA>                    <NA>           < 1 
## 5780    20,000-24,999                      0            3-5 
## 5781    30,000-39,999                    1-99           1-2 
## 5782    30,000-39,999              > 100,000            < 1 
## 5783    20,000-24,999                      0           5-10 
## 5784  150,000-199,999              > 100,000           5-10 
## 5785             <NA>                    <NA>           < 1 
## 5786    10,000-14,999                      0            None
## 5787             <NA>                    <NA>           < 1 
## 5788    20,000-24,999                      0            < 1 
## 5789      2,000-2,999                    1-99           1-2 
## 5790             <NA>                    <NA>           1-2 
## 5791  125,000-149,999              1000-9,999          5-10 
## 5792             <NA>                    <NA>           1-2 
## 5793             <NA>                    <NA>           1-2 
## 5794      7,500-9,999                    1-99           1-2 
## 5795    30,000-39,999                 100-999          5-10 
## 5796            0-999              1000-9,999          5-10 
## 5797             <NA>                    <NA>           3-5 
## 5798    50,000-59,999           10,000-99,999          5-10 
## 5799    10,000-14,999              1000-9,999         10-20 
## 5800    40,000-49,999                    1-99           3-5 
## 5801    60,000-69,999                 100-999          5-10 
## 5802             <NA>                    <NA>           < 1 
## 5803             <NA>                    <NA>           < 1 
## 5804      2,000-2,999              1000-9,999           1-2 
## 5805    10,000-14,999                      0            1-2 
## 5806  100,000-124,999              1000-9,999           1-2 
## 5807    25,000-29,999           10,000-99,999           3-5 
## 5808    50,000-59,999           10,000-99,999           20+ 
## 5809    15,000-19,999                 100-999           3-5 
## 5810  125,000-149,999              > 100,000           5-10 
## 5811      5,000-7,499                    1-99           1-2 
## 5812             <NA>                    <NA>           1-2 
## 5813  150,000-199,999           10,000-99,999           3-5 
## 5814    30,000-39,999              1000-9,999          5-10 
## 5815            0-999                    1-99          5-10 
## 5816    10,000-14,999              1000-9,999           20+ 
## 5817      7,500-9,999                    1-99           < 1 
## 5818        > 500,000              > 100,000            20+ 
## 5819             <NA>                    <NA>           < 1 
## 5820  100,000-124,999              1000-9,999           3-5 
## 5821    40,000-49,999              > 100,000            < 1 
## 5822            0-999                    1-99           1-2 
## 5823    20,000-24,999              1000-9,999           1-2 
## 5824      1,000-1,999              > 100,000            < 1 
## 5825      5,000-7,499                    1-99           1-2 
## 5826  100,000-124,999              1000-9,999           3-5 
## 5827    10,000-14,999                      0            3-5 
## 5828    50,000-59,999                    1-99           3-5 
## 5829    15,000-19,999                      0            < 1 
## 5830  150,000-199,999                      0            3-5 
## 5831    20,000-24,999                 100-999           1-2 
## 5832             <NA>                    <NA>          5-10 
## 5833             <NA>                    <NA>           1-2 
## 5834    30,000-39,999              1000-9,999           3-5 
## 5835             <NA>                    <NA>           3-5 
## 5836  300,000-500,000              > 100,000          10-20 
## 5837    40,000-49,999                      0          10-20 
## 5838    20,000-24,999                      0            3-5 
## 5839    10,000-14,999                 100-999           1-2 
## 5840      5,000-7,499              1000-9,999           < 1 
## 5841      3,000-3,999                    1-99         10-20 
## 5842    90,000-99,999           10,000-99,999          5-10 
## 5843  200,000-249,999                      0            20+ 
## 5844    90,000-99,999              1000-9,999           1-2 
## 5845  125,000-149,999              1000-9,999           20+ 
## 5846      5,000-7,499              1000-9,999           1-2 
## 5847  200,000-249,999              > 100,000          10-20 
## 5848             <NA>                    <NA>           < 1 
## 5849    30,000-39,999                      0           5-10 
## 5850             <NA>                    <NA>           3-5 
## 5851             <NA>                    <NA>           < 1 
## 5852    60,000-69,999                 100-999           3-5 
## 5853    40,000-49,999           10,000-99,999          5-10 
## 5854  125,000-149,999                      0            20+ 
## 5855             <NA>                    <NA>           < 1 
## 5856             <NA>                    <NA>           < 1 
## 5857    20,000-24,999                 100-999           < 1 
## 5858    10,000-14,999                 100-999           1-2 
## 5859             <NA>                    <NA>           < 1 
## 5860      2,000-2,999                 100-999           3-5 
## 5861    90,000-99,999              > 100,000           5-10 
## 5862    10,000-14,999                      0            3-5 
## 5863        > 500,000              > 100,000            20+ 
## 5864      1,000-1,999              1000-9,999           1-2 
## 5865             <NA>                    <NA>           1-2 
## 5866  100,000-124,999              1000-9,999         10-20 
## 5867             <NA>                    <NA>           3-5 
## 5868    10,000-14,999           10,000-99,999         10-20 
## 5869             <NA>                    <NA>           < 1 
## 5870    50,000-59,999              1000-9,999          5-10 
## 5871    80,000-89,999                      0           5-10 
## 5872  100,000-124,999              > 100,000            1-2 
## 5873    30,000-39,999                      0           5-10 
## 5874             <NA>                    <NA>           3-5 
## 5875    60,000-69,999              1000-9,999           3-5 
## 5876    10,000-14,999                    1-99           1-2 
## 5877            0-999           10,000-99,999         10-20 
## 5878  100,000-124,999                      0           5-10 
## 5879    20,000-24,999                    1-99           < 1 
## 5880      4,000-4,999                    1-99           < 1 
## 5881      1,000-1,999              1000-9,999           1-2 
## 5882      5,000-7,499                      0            1-2 
## 5883            0-999                    1-99           3-5 
## 5884  200,000-249,999              > 100,000            3-5 
## 5885            0-999                      0           5-10 
## 5886             <NA>                    <NA>           3-5 
## 5887    70,000-79,999              > 100,000            20+ 
## 5888    30,000-39,999                 100-999           3-5 
## 5889  150,000-199,999              > 100,000            3-5 
## 5890    50,000-59,999              1000-9,999          5-10 
## 5891    60,000-69,999                      0            1-2 
## 5892    70,000-79,999                      0            3-5 
## 5893    30,000-39,999              1000-9,999           1-2 
## 5894  100,000-124,999                      0            1-2 
## 5895      4,000-4,999                      0           5-10 
## 5896             <NA>                    <NA>           < 1 
## 5897             <NA>                    <NA>           < 1 
## 5898    25,000-29,999              1000-9,999           3-5 
## 5899             <NA>                    <NA>           < 1 
## 5900    70,000-79,999              > 100,000           5-10 
## 5901            0-999                      0            < 1 
## 5902    70,000-79,999                 100-999          5-10 
## 5903             <NA>                    <NA>           None
## 5904    50,000-59,999                      0            None
## 5905             <NA>                    <NA>           < 1 
## 5906    80,000-89,999              1000-9,999           1-2 
## 5907    20,000-24,999                 100-999           1-2 
## 5908    30,000-39,999                 100-999           3-5 
## 5909      3,000-3,999                    1-99           1-2 
## 5910  150,000-199,999                    1-99           3-5 
## 5911    50,000-59,999                      0            < 1 
## 5912    30,000-39,999                      0           5-10 
## 5913    60,000-69,999           10,000-99,999          5-10 
## 5914      1,000-1,999              1000-9,999         10-20 
## 5915    40,000-49,999                    1-99           3-5 
## 5916  100,000-124,999              > 100,000          10-20 
## 5917  125,000-149,999              > 100,000          10-20 
## 5918    70,000-79,999           10,000-99,999         10-20 
## 5919  150,000-199,999              1000-9,999          5-10 
## 5920  125,000-149,999           10,000-99,999          5-10 
## 5921    30,000-39,999              > 100,000           5-10 
## 5922    60,000-69,999                      0            3-5 
## 5923            0-999                    1-99           1-2 
## 5924             <NA>                    <NA>           < 1 
## 5925    40,000-49,999              1000-9,999         10-20 
## 5926             <NA>                    <NA>           < 1 
## 5927  150,000-199,999              1000-9,999          5-10 
## 5928             <NA>                    <NA>           1-2 
## 5929  150,000-199,999              1000-9,999           20+ 
## 5930    60,000-69,999              1000-9,999           1-2 
## 5931  125,000-149,999                    1-99         10-20 
## 5932    60,000-69,999              1000-9,999         10-20 
## 5933    50,000-59,999              1000-9,999           3-5 
## 5934  100,000-124,999              > 100,000          10-20 
## 5935  100,000-124,999              > 100,000            3-5 
## 5936    70,000-79,999                    1-99           1-2 
## 5937  125,000-149,999              > 100,000          10-20 
## 5938    50,000-59,999                      0           5-10 
## 5939             <NA>                    <NA>           1-2 
## 5940    40,000-49,999              1000-9,999           < 1 
## 5941             <NA>                    <NA>           < 1 
## 5942    20,000-24,999                 100-999           1-2 
## 5943      3,000-3,999                    1-99           < 1 
## 5944    70,000-79,999                      0            3-5 
## 5945             <NA>                    <NA>           1-2 
## 5946    40,000-49,999                    1-99          5-10 
## 5947  125,000-149,999                      0           5-10 
## 5948  150,000-199,999              1000-9,999           3-5 
## 5949             <NA>                    <NA>           < 1 
## 5950            0-999              1000-9,999         10-20 
## 5951      5,000-7,499              1000-9,999           3-5 
## 5952    50,000-59,999                      0           5-10 
## 5953    70,000-79,999           10,000-99,999           3-5 
## 5954    70,000-79,999                      0           5-10 
## 5955    80,000-89,999                      0            1-2 
## 5956            0-999                      0            1-2 
## 5957    50,000-59,999                 100-999           20+ 
## 5958  150,000-199,999              > 100,000            3-5 
## 5959             <NA>                    <NA>           3-5 
## 5960    80,000-89,999                 100-999           1-2 
## 5961  200,000-249,999           10,000-99,999           20+ 
## 5962    70,000-79,999                 100-999           1-2 
## 5963            0-999                    1-99           1-2 
## 5964    70,000-79,999              1000-9,999         10-20 
## 5965             <NA>                    <NA>           1-2 
## 5966  150,000-199,999              > 100,000          10-20 
## 5967  125,000-149,999              1000-9,999          5-10 
## 5968    15,000-19,999                    1-99          5-10 
## 5969      4,000-4,999                      0            < 1 
## 5970      2,000-2,999                 100-999           3-5 
## 5971    70,000-79,999                      0            1-2 
## 5972  100,000-124,999                      0          10-20 
## 5973    50,000-59,999              1000-9,999           3-5 
## 5974             <NA>                    <NA>           3-5 
## 5975      2,000-2,999              1000-9,999           1-2 
## 5976    40,000-49,999                 100-999           1-2 
## 5977    20,000-24,999                      0            < 1 
## 5978  125,000-149,999                      0           5-10 
## 5979    40,000-49,999                      0            1-2 
## 5980             <NA>                    <NA>          5-10 
## 5981    10,000-14,999                      0            3-5 
## 5982  100,000-124,999                      0            3-5 
## 5983    70,000-79,999              1000-9,999          5-10 
## 5984            0-999                 100-999           3-5 
## 5985  125,000-149,999                    1-99         10-20 
## 5986    40,000-49,999                 100-999           < 1 
## 5987            0-999                      0            < 1 
## 5988  100,000-124,999                 100-999           3-5 
## 5989      5,000-7,499              1000-9,999           3-5 
## 5990  100,000-124,999              1000-9,999          5-10 
## 5991    50,000-59,999                      0           5-10 
## 5992    20,000-24,999                      0          10-20 
## 5993             <NA>                    <NA>           < 1 
## 5994            0-999                 100-999           1-2 
## 5995      5,000-7,499              1000-9,999          5-10 
## 5996             <NA>                    <NA>           1-2 
## 5997    80,000-89,999                      0            3-5 
## 5998    40,000-49,999                 100-999           3-5 
## 5999             <NA>                    <NA>           < 1 
## 6000             <NA>                    <NA>           3-5 
## 6001             <NA>                    <NA>           < 1 
## 6002      3,000-3,999              > 100,000           5-10 
## 6003             <NA>                    <NA>           < 1 
## 6004    40,000-49,999                      0          10-20 
## 6005      7,500-9,999                      0            None
## 6006    80,000-89,999              1000-9,999           3-5 
## 6007             <NA>                    <NA>           1-2 
## 6008  100,000-124,999              1000-9,999         10-20 
## 6009      4,000-4,999                 100-999           1-2 
## 6010      3,000-3,999                      0            < 1 
## 6011  125,000-149,999                      0            3-5 
## 6012      7,500-9,999                      0            None
## 6013      3,000-3,999                 100-999           1-2 
## 6014    10,000-14,999              > 100,000            3-5 
## 6015             <NA>                    <NA>           < 1 
## 6016    70,000-79,999                 100-999           20+ 
## 6017      2,000-2,999                 100-999           1-2 
## 6018             <NA>                    <NA>           1-2 
## 6019             <NA>                    <NA>           3-5 
## 6020             <NA>                    <NA>           None
## 6021             <NA>                    <NA>           < 1 
## 6022            0-999              1000-9,999           None
## 6023            0-999                      0            None
## 6024  100,000-124,999           10,000-99,999         10-20 
## 6025  125,000-149,999                      0            20+ 
## 6026             <NA>                    <NA>           < 1 
## 6027      2,000-2,999              1000-9,999          5-10 
## 6028    20,000-24,999              > 100,000           5-10 
## 6029    80,000-89,999                 100-999          5-10 
## 6030      5,000-7,499                 100-999           1-2 
## 6031    90,000-99,999                 100-999           3-5 
## 6032             <NA>                    <NA>           1-2 
## 6033  100,000-124,999                 100-999          5-10 
## 6034             <NA>                    <NA>           None
## 6035            0-999                    1-99           1-2 
## 6036    20,000-24,999                      0            1-2 
## 6037    10,000-14,999                    1-99           1-2 
## 6038             <NA>                    <NA>           1-2 
## 6039    15,000-19,999                 100-999           < 1 
## 6040             <NA>                    <NA>           1-2 
## 6041             <NA>                    <NA>           1-2 
## 6042            0-999                    1-99           < 1 
## 6043             <NA>                    <NA>           < 1 
## 6044  100,000-124,999              > 100,000          10-20 
## 6045    90,000-99,999           10,000-99,999          5-10 
## 6046             <NA>                    <NA>           < 1 
## 6047            0-999                      0            None
## 6048    60,000-69,999                      0          10-20 
## 6049      1,000-1,999              1000-9,999           1-2 
## 6050    30,000-39,999                    1-99           None
## 6051    40,000-49,999                      0            1-2 
## 6052    25,000-29,999              1000-9,999           3-5 
## 6053      5,000-7,499                      0            3-5 
## 6054             <NA>                    <NA>           < 1 
## 6055            0-999                      0            < 1 
## 6056             <NA>                    <NA>           None
## 6057      2,000-2,999           10,000-99,999           < 1 
## 6058      1,000-1,999                      0            3-5 
## 6059    15,000-19,999           10,000-99,999           1-2 
## 6060      1,000-1,999                      0            1-2 
## 6061             <NA>                    <NA>           < 1 
## 6062    25,000-29,999                      0           5-10 
## 6063      5,000-7,499                    1-99         10-20 
## 6064      7,500-9,999              > 100,000            1-2 
## 6065    30,000-39,999              1000-9,999          5-10 
## 6066    90,000-99,999                 100-999         10-20 
## 6067    50,000-59,999              1000-9,999         10-20 
## 6068      1,000-1,999                      0            None
## 6069             <NA>                    <NA>           < 1 
## 6070    40,000-49,999                 100-999         10-20 
## 6071            0-999                      0            < 1 
## 6072    70,000-79,999           10,000-99,999           3-5 
## 6073             <NA>                    <NA>           < 1 
## 6074    40,000-49,999           10,000-99,999           1-2 
## 6075             <NA>                    <NA>           < 1 
## 6076             <NA>                    <NA>           < 1 
## 6077    90,000-99,999                 100-999         10-20 
## 6078             <NA>                    <NA>           3-5 
## 6079  200,000-249,999                      0            20+ 
## 6080    40,000-49,999           10,000-99,999          5-10 
## 6081    50,000-59,999                      0            3-5 
## 6082    50,000-59,999              > 100,000           5-10 
## 6083             <NA>                    <NA>           None
## 6084    30,000-39,999                 100-999           3-5 
## 6085             <NA>                    <NA>           < 1 
## 6086             <NA>                    <NA>           < 1 
## 6087             <NA>                    <NA>           1-2 
## 6088    20,000-24,999                      0           5-10 
## 6089    10,000-14,999                      0            < 1 
## 6090    30,000-39,999                      0            1-2 
## 6091    25,000-29,999                 100-999           3-5 
## 6092             <NA>                    <NA>           1-2 
## 6093             <NA>                    <NA>           None
## 6094      1,000-1,999                      0            < 1 
## 6095      3,000-3,999                      0            < 1 
## 6096            0-999                      0            < 1 
## 6097    15,000-19,999                      0            1-2 
## 6098    25,000-29,999                      0            < 1 
## 6099             <NA>                    <NA>           1-2 
## 6100            0-999                      0            < 1 
## 6101  100,000-124,999              > 100,000            3-5 
## 6102             <NA>                    <NA>           < 1 
## 6103             <NA>                    <NA>           1-2 
## 6104    40,000-49,999                 100-999           20+ 
## 6105    25,000-29,999                 100-999           3-5 
## 6106             <NA>                    <NA>           < 1 
## 6107      3,000-3,999                      0            < 1 
## 6108             <NA>                    <NA>           3-5 
## 6109    10,000-14,999                 100-999           1-2 
## 6110            0-999                    1-99           None
## 6111    80,000-89,999           10,000-99,999          5-10 
## 6112             <NA>                    <NA>           < 1 
## 6113  125,000-149,999           10,000-99,999           20+ 
## 6114            0-999                      0            1-2 
## 6115  150,000-199,999           10,000-99,999           3-5 
## 6116            0-999              1000-9,999           < 1 
## 6117  200,000-249,999                      0           5-10 
## 6118      5,000-7,499              1000-9,999           1-2 
## 6119      7,500-9,999                    1-99           1-2 
## 6120    10,000-14,999              1000-9,999           3-5 
## 6121      4,000-4,999              1000-9,999           < 1 
## 6122             <NA>                    <NA>           < 1 
## 6123             <NA>                    <NA>           1-2 
## 6124            0-999                      0            None
## 6125    40,000-49,999                 100-999           < 1 
## 6126    80,000-89,999              > 100,000            3-5 
## 6127      3,000-3,999              1000-9,999           < 1 
## 6128  200,000-249,999              > 100,000            20+ 
## 6129    70,000-79,999              1000-9,999           3-5 
## 6130    40,000-49,999                    1-99           3-5 
## 6131  100,000-124,999           10,000-99,999          5-10 
## 6132             <NA>                    <NA>           < 1 
## 6133    10,000-14,999                      0            < 1 
## 6134    10,000-14,999                 100-999           1-2 
## 6135    80,000-89,999                 100-999         10-20 
## 6136             <NA>                    <NA>           None
## 6137  150,000-199,999              1000-9,999           20+ 
## 6138             <NA>                    <NA>          5-10 
## 6139    50,000-59,999                    1-99           1-2 
## 6140    60,000-69,999              1000-9,999         10-20 
## 6141  250,000-299,999                      0           5-10 
## 6142  150,000-199,999           10,000-99,999         10-20 
## 6143    60,000-69,999              1000-9,999           3-5 
## 6144    90,000-99,999                    1-99           3-5 
## 6145    70,000-79,999                 100-999           1-2 
## 6146    10,000-14,999                      0            < 1 
## 6147    60,000-69,999                      0            1-2 
## 6148    70,000-79,999                      0            < 1 
## 6149             <NA>                    <NA>           1-2 
## 6150            0-999                 100-999           < 1 
## 6151    90,000-99,999              1000-9,999         10-20 
## 6152    70,000-79,999              1000-9,999           < 1 
## 6153      4,000-4,999                 100-999           < 1 
## 6154    25,000-29,999              1000-9,999          5-10 
## 6155  150,000-199,999                      0           5-10 
## 6156    90,000-99,999           10,000-99,999          5-10 
## 6157    90,000-99,999                      0            3-5 
## 6158      3,000-3,999                    1-99           1-2 
## 6159      4,000-4,999           10,000-99,999           < 1 
## 6160  150,000-199,999           10,000-99,999         10-20 
## 6161             <NA>                    <NA>           3-5 
## 6162             <NA>                    <NA>           < 1 
## 6163             <NA>                    <NA>           1-2 
## 6164  300,000-500,000              > 100,000            20+ 
## 6165    40,000-49,999              1000-9,999           3-5 
## 6166      3,000-3,999                      0            3-5 
## 6167    10,000-14,999                 100-999           3-5 
## 6168  125,000-149,999              1000-9,999           1-2 
## 6169             <NA>                    <NA>           3-5 
## 6170  125,000-149,999              > 100,000            20+ 
## 6171    30,000-39,999                 100-999          5-10 
## 6172      1,000-1,999                      0            < 1 
## 6173    40,000-49,999                 100-999           3-5 
## 6174    60,000-69,999                      0            < 1 
## 6175      1,000-1,999                      0           5-10 
## 6176             <NA>                    <NA>           < 1 
## 6177    60,000-69,999                    1-99          5-10 
## 6178    15,000-19,999                    1-99           1-2 
## 6179             <NA>                    <NA>           3-5 
## 6180             <NA>                    <NA>          5-10 
## 6181    40,000-49,999                      0            3-5 
## 6182    40,000-49,999              1000-9,999           3-5 
## 6183    90,000-99,999                 100-999          5-10 
## 6184    10,000-14,999                      0            1-2 
## 6185    20,000-24,999                    1-99           1-2 
## 6186  200,000-249,999                      0           5-10 
## 6187    50,000-59,999              > 100,000           5-10 
## 6188             <NA>                    <NA>           < 1 
## 6189             <NA>                    <NA>           None
## 6190      2,000-2,999                    1-99          5-10 
## 6191  200,000-249,999                 100-999          5-10 
## 6192    30,000-39,999              > 100,000            1-2 
## 6193    20,000-24,999                 100-999           3-5 
## 6194    15,000-19,999                      0            1-2 
## 6195    80,000-89,999                      0            None
## 6196    70,000-79,999                      0            1-2 
## 6197    80,000-89,999                      0            < 1 
## 6198      2,000-2,999                      0            < 1 
## 6199    70,000-79,999              1000-9,999         10-20 
## 6200      4,000-4,999                 100-999           3-5 
## 6201             <NA>                    <NA>           < 1 
## 6202  100,000-124,999              > 100,000            3-5 
## 6203    30,000-39,999              1000-9,999          5-10 
## 6204    80,000-89,999           10,000-99,999         10-20 
## 6205    15,000-19,999                      0            3-5 
## 6206             <NA>                    <NA>           < 1 
## 6207    30,000-39,999                 100-999           3-5 
## 6208  100,000-124,999              1000-9,999           < 1 
## 6209      1,000-1,999                      0            1-2 
## 6210      5,000-7,499                    1-99           1-2 
## 6211    50,000-59,999                    1-99           1-2 
## 6212  150,000-199,999              > 100,000            20+ 
## 6213      4,000-4,999                    1-99          5-10 
## 6214  100,000-124,999              1000-9,999           1-2 
## 6215      5,000-7,499                 100-999           < 1 
## 6216    90,000-99,999                      0          10-20 
## 6217  100,000-124,999                      0            3-5 
## 6218      5,000-7,499                      0           5-10 
## 6219             <NA>                    <NA>         10-20 
## 6220    25,000-29,999                      0            None
## 6221    50,000-59,999              1000-9,999           1-2 
## 6222    90,000-99,999                      0          10-20 
## 6223    10,000-14,999                    1-99          5-10 
## 6224    60,000-69,999                 100-999           < 1 
## 6225    40,000-49,999                      0           5-10 
## 6226    50,000-59,999                      0           5-10 
## 6227  100,000-124,999           10,000-99,999         10-20 
## 6228             <NA>                    <NA>           1-2 
## 6229    15,000-19,999           10,000-99,999           3-5 
## 6230            0-999                 100-999           < 1 
## 6231             <NA>                    <NA>           None
## 6232      1,000-1,999                    1-99           < 1 
## 6233  125,000-149,999           10,000-99,999         10-20 
## 6234  150,000-199,999              1000-9,999          5-10 
## 6235    40,000-49,999                 100-999           3-5 
## 6236    40,000-49,999                      0          10-20 
## 6237      2,000-2,999                      0            1-2 
## 6238  100,000-124,999           10,000-99,999           1-2 
## 6239            0-999                 100-999           None
## 6240      3,000-3,999              > 100,000           5-10 
## 6241             <NA>                    <NA>           1-2 
## 6242  100,000-124,999                      0            < 1 
## 6243             <NA>                    <NA>           3-5 
## 6244             <NA>                    <NA>           1-2 
## 6245    80,000-89,999                      0            20+ 
## 6246  100,000-124,999              1000-9,999           < 1 
## 6247             <NA>                    <NA>           3-5 
## 6248    60,000-69,999              1000-9,999           3-5 
## 6249  100,000-124,999                 100-999         10-20 
## 6250    40,000-49,999                 100-999           3-5 
## 6251    80,000-89,999                      0          10-20 
## 6252            0-999                 100-999           1-2 
## 6253  100,000-124,999              1000-9,999           < 1 
## 6254            0-999                    1-99           3-5 
## 6255      2,000-2,999                      0            1-2 
## 6256    90,000-99,999           10,000-99,999          5-10 
## 6257             <NA>                    <NA>           3-5 
## 6258    30,000-39,999                      0            3-5 
## 6259  150,000-199,999                      0            < 1 
## 6260  125,000-149,999              1000-9,999           None
## 6261    30,000-39,999                      0           5-10 
## 6262    90,000-99,999           10,000-99,999           20+ 
## 6263    80,000-89,999           10,000-99,999         10-20 
## 6264             <NA>                    <NA>           1-2 
## 6265  150,000-199,999              > 100,000           5-10 
## 6266    30,000-39,999              > 100,000           5-10 
## 6267  300,000-500,000              > 100,000          10-20 
## 6268    60,000-69,999              1000-9,999          5-10 
## 6269             <NA>                    <NA>           < 1 
## 6270    80,000-89,999              1000-9,999          5-10 
## 6271             <NA>                    <NA>         10-20 
## 6272             <NA>                    <NA>           3-5 
## 6273    10,000-14,999              > 100,000            3-5 
## 6274  200,000-249,999           10,000-99,999         10-20 
## 6275      3,000-3,999                      0            None
## 6276    15,000-19,999                    1-99           1-2 
## 6277  100,000-124,999                      0            3-5 
## 6278  150,000-199,999              1000-9,999          5-10 
## 6279    25,000-29,999                      0            3-5 
## 6280             <NA>                    <NA>           1-2 
## 6281    90,000-99,999                      0            20+ 
## 6282      3,000-3,999                      0            None
## 6283    80,000-89,999              1000-9,999          5-10 
## 6284    90,000-99,999                      0           5-10 
## 6285             <NA>                    <NA>           < 1 
## 6286    70,000-79,999                      0            3-5 
## 6287    60,000-69,999                    1-99           3-5 
## 6288    10,000-14,999                    1-99           3-5 
## 6289             <NA>                    <NA>           < 1 
## 6290      7,500-9,999              1000-9,999           1-2 
## 6291             <NA>                    <NA>           None
## 6292  150,000-199,999                      0            20+ 
## 6293    50,000-59,999                 100-999           None
## 6294            0-999              1000-9,999           1-2 
## 6295             <NA>                    <NA>           < 1 
## 6296             <NA>                    <NA>           < 1 
## 6297             <NA>                    <NA>           None
## 6298        > 500,000           10,000-99,999           3-5 
## 6299      5,000-7,499              1000-9,999           1-2 
## 6300    10,000-14,999                      0            None
## 6301    10,000-14,999                      0            3-5 
## 6302  125,000-149,999           10,000-99,999           3-5 
## 6303             <NA>                    <NA>           < 1 
## 6304    20,000-24,999                      0            None
## 6305      5,000-7,499              1000-9,999           3-5 
## 6306            0-999                 100-999           1-2 
## 6307             <NA>                    <NA>           1-2 
## 6308  125,000-149,999              > 100,000            3-5 
## 6309  100,000-124,999           10,000-99,999          5-10 
## 6310    60,000-69,999                      0          10-20 
## 6311             <NA>                    <NA>           1-2 
## 6312             <NA>                    <NA>           < 1 
## 6313            0-999                 100-999           < 1 
## 6314    15,000-19,999                 100-999           1-2 
## 6315             <NA>                    <NA>           1-2 
## 6316    50,000-59,999                      0           5-10 
## 6317    20,000-24,999                      0           5-10 
## 6318      5,000-7,499                      0            < 1 
## 6319    30,000-39,999                    1-99           3-5 
## 6320    60,000-69,999              1000-9,999           3-5 
## 6321    30,000-39,999           10,000-99,999         10-20 
## 6322    50,000-59,999              1000-9,999          5-10 
## 6323    70,000-79,999                      0            3-5 
## 6324      2,000-2,999                 100-999          5-10 
## 6325    25,000-29,999                    1-99          5-10 
## 6326             <NA>                    <NA>           < 1 
## 6327    60,000-69,999                      0            3-5 
## 6328    50,000-59,999              1000-9,999           3-5 
## 6329    80,000-89,999                 100-999         10-20 
## 6330    30,000-39,999              1000-9,999          5-10 
## 6331             <NA>                    <NA>           < 1 
## 6332    10,000-14,999                      0            3-5 
## 6333             <NA>                    <NA>          5-10 
## 6334      3,000-3,999                    1-99           1-2 
## 6335    50,000-59,999                      0           5-10 
## 6336    70,000-79,999                      0           5-10 
## 6337    60,000-69,999           10,000-99,999           None
## 6338             <NA>                    <NA>           < 1 
## 6339    30,000-39,999                      0            1-2 
## 6340    10,000-14,999              1000-9,999           1-2 
## 6341    50,000-59,999                    1-99           < 1 
## 6342    10,000-14,999                      0            < 1 
## 6343  125,000-149,999                    1-99         10-20 
## 6344  200,000-249,999           10,000-99,999         10-20 
## 6345  150,000-199,999              > 100,000           5-10 
## 6346    90,000-99,999                 100-999          5-10 
## 6347             <NA>                    <NA>           3-5 
## 6348            0-999                      0            None
## 6349  100,000-124,999                      0            20+ 
## 6350             <NA>                    <NA>           < 1 
## 6351  125,000-149,999              > 100,000            1-2 
## 6352    90,000-99,999              > 100,000           5-10 
## 6353      7,500-9,999                 100-999           1-2 
## 6354    40,000-49,999              1000-9,999           1-2 
## 6355            0-999                      0            1-2 
## 6356      5,000-7,499                      0            1-2 
## 6357            0-999              1000-9,999           1-2 
## 6358      1,000-1,999                      0            None
## 6359             <NA>                    <NA>           1-2 
## 6360    30,000-39,999                    1-99           < 1 
## 6361  125,000-149,999              1000-9,999          5-10 
## 6362  100,000-124,999              > 100,000            3-5 
## 6363      2,000-2,999              1000-9,999         10-20 
## 6364      3,000-3,999                 100-999           1-2 
## 6365             <NA>                    <NA>           < 1 
## 6366             <NA>                    <NA>           1-2 
## 6367      7,500-9,999                      0            1-2 
## 6368    70,000-79,999                      0            3-5 
## 6369  125,000-149,999              > 100,000            3-5 
## 6370    40,000-49,999                 100-999          5-10 
## 6371      4,000-4,999           10,000-99,999           3-5 
## 6372            0-999                    1-99           1-2 
## 6373            0-999                      0            < 1 
## 6374    20,000-24,999                      0           5-10 
## 6375            0-999                    1-99           < 1 
## 6376    10,000-14,999                    1-99           1-2 
## 6377    70,000-79,999           10,000-99,999           3-5 
## 6378    20,000-24,999                 100-999           3-5 
## 6379  125,000-149,999              1000-9,999           1-2 
## 6380    70,000-79,999                 100-999           1-2 
## 6381      7,500-9,999           10,000-99,999           < 1 
## 6382             <NA>                    <NA>           3-5 
## 6383    60,000-69,999                 100-999           None
## 6384  100,000-124,999                 100-999          5-10 
## 6385      7,500-9,999              1000-9,999           < 1 
## 6386  150,000-199,999           10,000-99,999          5-10 
## 6387  250,000-299,999           10,000-99,999           20+ 
## 6388  100,000-124,999           10,000-99,999         10-20 
## 6389    60,000-69,999                      0            < 1 
## 6390             <NA>                    <NA>           < 1 
## 6391    50,000-59,999                      0           5-10 
## 6392    20,000-24,999                    1-99           3-5 
## 6393    10,000-14,999                 100-999           3-5 
## 6394            0-999                      0            < 1 
## 6395      5,000-7,499           10,000-99,999           3-5 
## 6396  100,000-124,999           10,000-99,999         10-20 
## 6397  100,000-124,999                 100-999           3-5 
## 6398             <NA>                    <NA>           < 1 
## 6399             <NA>                    <NA>           None
## 6400             <NA>                    <NA>           < 1 
## 6401    15,000-19,999              1000-9,999           3-5 
## 6402  150,000-199,999           10,000-99,999           3-5 
## 6403      2,000-2,999                 100-999           < 1 
## 6404    80,000-89,999                    1-99          5-10 
## 6405      1,000-1,999                 100-999           < 1 
## 6406    80,000-89,999                 100-999           3-5 
## 6407            0-999                 100-999         10-20 
## 6408    25,000-29,999           10,000-99,999          5-10 
## 6409             <NA>                    <NA>          5-10 
## 6410             <NA>                    <NA>           1-2 
## 6411            0-999                 100-999           < 1 
## 6412    50,000-59,999                      0            1-2 
## 6413    20,000-24,999              1000-9,999           3-5 
## 6414    25,000-29,999           10,000-99,999         10-20 
## 6415      3,000-3,999              1000-9,999          5-10 
## 6416      3,000-3,999                      0            3-5 
## 6417             <NA>                    <NA>           < 1 
## 6418            0-999              1000-9,999           3-5 
## 6419            0-999                 100-999          5-10 
## 6420    30,000-39,999                    1-99           3-5 
## 6421      7,500-9,999                      0            < 1 
## 6422    70,000-79,999                      0          10-20 
## 6423    10,000-14,999                 100-999          5-10 
## 6424             <NA>                    <NA>           3-5 
## 6425      3,000-3,999                    1-99           3-5 
## 6426    10,000-14,999                      0            < 1 
## 6427            0-999                      0            3-5 
## 6428    20,000-24,999           10,000-99,999         10-20 
## 6429    40,000-49,999                      0           5-10 
## 6430    90,000-99,999              1000-9,999          5-10 
## 6431             <NA>                    <NA>           < 1 
## 6432  125,000-149,999              1000-9,999           3-5 
## 6433            0-999                      0            < 1 
## 6434    70,000-79,999                    1-99           3-5 
## 6435    10,000-14,999                      0            < 1 
## 6436             <NA>                    <NA>           None
## 6437  125,000-149,999           10,000-99,999          5-10 
## 6438        > 500,000                      0           5-10 
## 6439            0-999                 100-999           3-5 
## 6440    80,000-89,999                 100-999           1-2 
## 6441             <NA>                    <NA>           < 1 
## 6442            0-999                      0            1-2 
## 6443    20,000-24,999           10,000-99,999           3-5 
## 6444  100,000-124,999              > 100,000           5-10 
## 6445  300,000-500,000           10,000-99,999         10-20 
## 6446      1,000-1,999                      0            < 1 
## 6447    20,000-24,999                      0            < 1 
## 6448    70,000-79,999                 100-999           < 1 
## 6449      7,500-9,999                    1-99           1-2 
## 6450      3,000-3,999                      0            None
## 6451             <NA>                    <NA>           None
## 6452             <NA>                    <NA>           None
## 6453    20,000-24,999              > 100,000            3-5 
## 6454             <NA>                    <NA>           < 1 
## 6455             <NA>                    <NA>           1-2 
## 6456             <NA>                    <NA>           1-2 
## 6457      5,000-7,499                    1-99           1-2 
## 6458             <NA>                    <NA>           3-5 
## 6459             <NA>                    <NA>           < 1 
## 6460             <NA>                    <NA>           < 1 
## 6461    30,000-39,999                      0            3-5 
## 6462    20,000-24,999                      0            3-5 
## 6463             <NA>                    <NA>           None
## 6464            0-999                      0          10-20 
## 6465             <NA>                    <NA>           < 1 
## 6466            0-999                      0            1-2 
## 6467  150,000-199,999                      0            < 1 
## 6468    30,000-39,999           10,000-99,999           1-2 
## 6469      7,500-9,999                      0            3-5 
## 6470    10,000-14,999                      0           5-10 
## 6471    15,000-19,999                    1-99           None
## 6472             <NA>                    <NA>           < 1 
## 6473    40,000-49,999                      0            None
## 6474             <NA>                    <NA>           1-2 
## 6475  200,000-249,999              > 100,000           5-10 
## 6476      1,000-1,999              1000-9,999           < 1 
## 6477    60,000-69,999                      0           5-10 
## 6478    20,000-24,999              > 100,000            1-2 
## 6479    90,000-99,999           10,000-99,999          5-10 
## 6480             <NA>                    <NA>           < 1 
## 6481    40,000-49,999                      0            1-2 
## 6482      7,500-9,999                      0            < 1 
## 6483      5,000-7,499           10,000-99,999           1-2 
## 6484    70,000-79,999                 100-999          5-10 
## 6485      3,000-3,999              1000-9,999           1-2 
## 6486    20,000-24,999              1000-9,999           3-5 
## 6487             <NA>                    <NA>           1-2 
## 6488  150,000-199,999                      0          10-20 
## 6489    30,000-39,999              1000-9,999           1-2 
## 6490    60,000-69,999              1000-9,999           3-5 
## 6491    90,000-99,999                 100-999          5-10 
## 6492  150,000-199,999                    1-99         10-20 
## 6493    50,000-59,999                      0            None
## 6494  125,000-149,999              1000-9,999           3-5 
## 6495             <NA>                    <NA>           3-5 
## 6496             <NA>                    <NA>           < 1 
## 6497    90,000-99,999              1000-9,999          5-10 
## 6498             <NA>                    <NA>           < 1 
## 6499    50,000-59,999                      0            3-5 
## 6500             <NA>                    <NA>           1-2 
## 6501    20,000-24,999                      0            3-5 
## 6502    25,000-29,999                 100-999           3-5 
## 6503  125,000-149,999                 100-999           1-2 
## 6504             <NA>                    <NA>           1-2 
## 6505      2,000-2,999              1000-9,999          5-10 
## 6506    60,000-69,999              1000-9,999           3-5 
## 6507    70,000-79,999           10,000-99,999           20+ 
## 6508             <NA>                    <NA>           < 1 
## 6509    40,000-49,999                      0            1-2 
## 6510      1,000-1,999                 100-999           < 1 
## 6511  100,000-124,999                      0           5-10 
## 6512  100,000-124,999                      0            None
## 6513            0-999                    1-99           3-5 
## 6514      7,500-9,999                      0            1-2 
## 6515    10,000-14,999                      0            1-2 
## 6516             <NA>                    <NA>           < 1 
## 6517    20,000-24,999           10,000-99,999          5-10 
## 6518  125,000-149,999              > 100,000           5-10 
## 6519  100,000-124,999              1000-9,999         10-20 
## 6520             <NA>                    <NA>           1-2 
## 6521      1,000-1,999                      0            3-5 
## 6522    50,000-59,999           10,000-99,999          5-10 
## 6523    20,000-24,999                      0            1-2 
## 6524    40,000-49,999              1000-9,999          5-10 
## 6525             <NA>                    <NA>           1-2 
## 6526    80,000-89,999                    1-99         10-20 
## 6527      4,000-4,999                      0            < 1 
## 6528    50,000-59,999                      0          10-20 
## 6529    60,000-69,999              1000-9,999          5-10 
## 6530    30,000-39,999                      0            3-5 
## 6531    30,000-39,999              1000-9,999          5-10 
## 6532             <NA>                    <NA>           3-5 
## 6533    30,000-39,999                      0            3-5 
## 6534             <NA>                    <NA>           < 1 
## 6535    70,000-79,999              > 100,000          10-20 
## 6536            0-999              1000-9,999           3-5 
## 6537    10,000-14,999              1000-9,999           1-2 
## 6538  300,000-500,000                    1-99           < 1 
## 6539             <NA>                    <NA>           1-2 
## 6540    60,000-69,999              1000-9,999          5-10 
## 6541    40,000-49,999                      0            1-2 
## 6542             <NA>                    <NA>           1-2 
## 6543  150,000-199,999              1000-9,999           1-2 
## 6544      7,500-9,999              1000-9,999           < 1 
## 6545    50,000-59,999                 100-999           < 1 
## 6546    30,000-39,999                      0           5-10 
## 6547            0-999                 100-999           < 1 
## 6548    10,000-14,999              > 100,000           5-10 
## 6549    15,000-19,999                    1-99           < 1 
## 6550             <NA>                    <NA>           < 1 
## 6551    10,000-14,999                      0            3-5 
## 6552            0-999              1000-9,999           1-2 
## 6553    20,000-24,999                      0           5-10 
## 6554      5,000-7,499                    1-99           1-2 
## 6555      1,000-1,999              1000-9,999           3-5 
## 6556    30,000-39,999                 100-999          5-10 
## 6557             <NA>                    <NA>           1-2 
## 6558    10,000-14,999                 100-999           < 1 
## 6559      4,000-4,999                      0            < 1 
## 6560             <NA>                    <NA>           None
## 6561    80,000-89,999                      0          10-20 
## 6562  100,000-124,999                 100-999          5-10 
## 6563      5,000-7,499              1000-9,999           1-2 
## 6564    20,000-24,999                      0            1-2 
## 6565    50,000-59,999              1000-9,999           20+ 
## 6566             <NA>                    <NA>          5-10 
## 6567      2,000-2,999                 100-999           None
## 6568            0-999                      0            1-2 
## 6569    30,000-39,999                      0            None
## 6570             <NA>                    <NA>           < 1 
## 6571      7,500-9,999                      0            < 1 
## 6572      1,000-1,999                      0            1-2 
## 6573             <NA>                    <NA>           < 1 
## 6574    50,000-59,999              1000-9,999         10-20 
## 6575      2,000-2,999              1000-9,999          5-10 
## 6576    60,000-69,999              1000-9,999          5-10 
## 6577      5,000-7,499                      0            < 1 
## 6578             <NA>                    <NA>           1-2 
## 6579            0-999                    1-99           3-5 
## 6580    90,000-99,999                 100-999         10-20 
## 6581             <NA>                    <NA>           None
## 6582  100,000-124,999                    1-99           1-2 
## 6583    10,000-14,999              1000-9,999           3-5 
## 6584  200,000-249,999                      0            3-5 
## 6585      2,000-2,999                      0            3-5 
## 6586    40,000-49,999                      0            3-5 
## 6587      7,500-9,999                      0            < 1 
## 6588    10,000-14,999                      0            < 1 
## 6589    40,000-49,999                      0            3-5 
## 6590            0-999                 100-999           < 1 
## 6591    70,000-79,999                      0            < 1 
## 6592      3,000-3,999                    1-99           < 1 
## 6593             <NA>                    <NA>           1-2 
## 6594      1,000-1,999                    1-99           3-5 
## 6595  100,000-124,999           10,000-99,999           20+ 
## 6596             <NA>                    <NA>           1-2 
## 6597      3,000-3,999                 100-999           < 1 
## 6598    40,000-49,999                 100-999           1-2 
## 6599    20,000-24,999                      0           5-10 
## 6600            0-999                    1-99           < 1 
## 6601             <NA>                    <NA>           < 1 
## 6602    80,000-89,999                    1-99           3-5 
## 6603    15,000-19,999                 100-999           < 1 
## 6604            0-999                      0            < 1 
## 6605    30,000-39,999                 100-999           3-5 
## 6606      1,000-1,999                      0            1-2 
## 6607      3,000-3,999                 100-999           20+ 
## 6608    25,000-29,999                 100-999          5-10 
## 6609            0-999                      0           5-10 
## 6610    50,000-59,999                 100-999           3-5 
## 6611    30,000-39,999           10,000-99,999           < 1 
## 6612    10,000-14,999           10,000-99,999           3-5 
## 6613             <NA>                    <NA>           < 1 
## 6614    80,000-89,999                      0            3-5 
## 6615      2,000-2,999                      0            1-2 
## 6616    40,000-49,999           10,000-99,999          5-10 
## 6617    10,000-14,999                      0            None
## 6618      3,000-3,999                 100-999           1-2 
## 6619    90,000-99,999              > 100,000            1-2 
## 6620            0-999                 100-999           < 1 
## 6621            0-999              1000-9,999           < 1 
## 6622    15,000-19,999                      0            < 1 
## 6623      7,500-9,999                 100-999           < 1 
## 6624  200,000-249,999              1000-9,999           3-5 
## 6625             <NA>                    <NA>           1-2 
## 6626    15,000-19,999                    1-99           3-5 
## 6627    40,000-49,999              1000-9,999         10-20 
## 6628    40,000-49,999                 100-999           20+ 
## 6629             <NA>                    <NA>           1-2 
## 6630             <NA>                    <NA>           < 1 
## 6631    20,000-24,999                    1-99           < 1 
## 6632      1,000-1,999                 100-999           < 1 
## 6633    30,000-39,999                    1-99          5-10 
## 6634    15,000-19,999              1000-9,999           1-2 
## 6635    70,000-79,999              1000-9,999           20+ 
## 6636      2,000-2,999              1000-9,999           1-2 
## 6637    70,000-79,999           10,000-99,999           1-2 
## 6638      3,000-3,999                      0            1-2 
## 6639    10,000-14,999                      0            1-2 
## 6640             <NA>                    <NA>           3-5 
## 6641      3,000-3,999                 100-999           < 1 
## 6642    40,000-49,999              > 100,000            1-2 
## 6643      1,000-1,999                      0            3-5 
## 6644  150,000-199,999              1000-9,999           20+ 
## 6645    25,000-29,999              1000-9,999          5-10 
## 6646    70,000-79,999              > 100,000           5-10 
## 6647    40,000-49,999                    1-99           1-2 
## 6648             <NA>                    <NA>           3-5 
## 6649      4,000-4,999                 100-999           1-2 
## 6650    20,000-24,999              1000-9,999           3-5 
## 6651      1,000-1,999                      0            1-2 
## 6652    70,000-79,999                      0            3-5 
## 6653    30,000-39,999                 100-999           < 1 
## 6654    25,000-29,999                    1-99           1-2 
## 6655    80,000-89,999                      0            3-5 
## 6656             <NA>                    <NA>           1-2 
## 6657             <NA>                    <NA>           1-2 
## 6658      2,000-2,999                      0            1-2 
## 6659    50,000-59,999              1000-9,999         10-20 
## 6660    80,000-89,999                      0            < 1 
## 6661             <NA>                    <NA>           1-2 
## 6662    50,000-59,999                 100-999           3-5 
## 6663    40,000-49,999                      0            3-5 
## 6664    70,000-79,999           10,000-99,999         10-20 
## 6665      4,000-4,999                 100-999           1-2 
## 6666  125,000-149,999                      0            < 1 
## 6667             <NA>                    <NA>           < 1 
## 6668            0-999                      0            < 1 
## 6669  300,000-500,000                 100-999           3-5 
## 6670            0-999                      0            < 1 
## 6671    15,000-19,999                    1-99           < 1 
## 6672  100,000-124,999                      0            1-2 
## 6673             <NA>                    <NA>           < 1 
## 6674             <NA>                    <NA>           < 1 
## 6675    30,000-39,999              1000-9,999           3-5 
## 6676             <NA>                    <NA>           1-2 
## 6677             <NA>                    <NA>           < 1 
## 6678    50,000-59,999                      0            3-5 
## 6679    90,000-99,999              > 100,000           5-10 
## 6680            0-999                 100-999           3-5 
## 6681             <NA>                    <NA>           1-2 
## 6682    40,000-49,999                 100-999           1-2 
## 6683             <NA>                    <NA>           < 1 
## 6684      7,500-9,999              1000-9,999         10-20 
## 6685             <NA>                    <NA>           < 1 
## 6686      3,000-3,999                 100-999           < 1 
## 6687    50,000-59,999              > 100,000          10-20 
## 6688    50,000-59,999                      0            3-5 
## 6689    50,000-59,999              > 100,000            3-5 
## 6690             <NA>                    <NA>           None
## 6691    25,000-29,999                 100-999           < 1 
## 6692  125,000-149,999                      0          10-20 
## 6693    40,000-49,999                      0           5-10 
## 6694             <NA>                    <NA>           3-5 
## 6695    20,000-24,999                 100-999           3-5 
## 6696  125,000-149,999                      0            3-5 
## 6697            0-999                    1-99           < 1 
## 6698  150,000-199,999                 100-999           3-5 
## 6699      4,000-4,999                      0            3-5 
## 6700    80,000-89,999                      0            3-5 
## 6701    25,000-29,999                      0            3-5 
## 6702             <NA>                    <NA>           < 1 
## 6703             <NA>                    <NA>           None
## 6704  125,000-149,999              1000-9,999           3-5 
## 6705    30,000-39,999                    1-99           1-2 
## 6706  100,000-124,999                      0            1-2 
## 6707      1,000-1,999                      0            1-2 
## 6708             <NA>                    <NA>           1-2 
## 6709    40,000-49,999                 100-999           3-5 
## 6710             <NA>                    <NA>           < 1 
## 6711    50,000-59,999              > 100,000           5-10 
## 6712            0-999                      0            3-5 
## 6713             <NA>                    <NA>           None
## 6714    80,000-89,999           10,000-99,999          5-10 
## 6715    15,000-19,999                    1-99           < 1 
## 6716    90,000-99,999           10,000-99,999           None
## 6717  100,000-124,999                      0           5-10 
## 6718             <NA>                    <NA>           < 1 
## 6719             <NA>                    <NA>           None
## 6720    50,000-59,999           10,000-99,999          5-10 
## 6721    50,000-59,999              1000-9,999           None
## 6722  125,000-149,999              > 100,000          10-20 
## 6723    60,000-69,999                      0           5-10 
## 6724    10,000-14,999                      0            1-2 
## 6725      5,000-7,499                      0          10-20 
## 6726            0-999                      0            < 1 
## 6727             <NA>                    <NA>           1-2 
## 6728    50,000-59,999                      0            1-2 
## 6729             <NA>                    <NA>           1-2 
## 6730             <NA>                    <NA>           < 1 
## 6731    10,000-14,999                      0            3-5 
## 6732      1,000-1,999                    1-99          5-10 
## 6733             <NA>                    <NA>           < 1 
## 6734    40,000-49,999                      0            3-5 
## 6735             <NA>                    <NA>           20+ 
## 6736    20,000-24,999                      0            3-5 
## 6737    50,000-59,999                 100-999           3-5 
## 6738             <NA>                    <NA>           < 1 
## 6739             <NA>                    <NA>           < 1 
## 6740    40,000-49,999              1000-9,999           1-2 
## 6741      7,500-9,999              1000-9,999          5-10 
## 6742  200,000-249,999                      0            20+ 
## 6743    80,000-89,999                      0            1-2 
## 6744  100,000-124,999                      0            3-5 
## 6745    80,000-89,999              > 100,000            < 1 
## 6746    10,000-14,999                      0            3-5 
## 6747      2,000-2,999                    1-99           1-2 
## 6748    30,000-39,999                    1-99         10-20 
## 6749      4,000-4,999                      0            3-5 
## 6750    50,000-59,999                      0           5-10 
## 6751    25,000-29,999                 100-999           3-5 
## 6752  125,000-149,999              > 100,000           5-10 
## 6753      5,000-7,499                 100-999           3-5 
## 6754      5,000-7,499                      0            3-5 
## 6755  100,000-124,999                      0            1-2 
## 6756  125,000-149,999                      0           5-10 
## 6757             <NA>                    <NA>           < 1 
## 6758    60,000-69,999                    1-99           3-5 
## 6759      1,000-1,999                 100-999           3-5 
## 6760  100,000-124,999           10,000-99,999           3-5 
## 6761  100,000-124,999              1000-9,999           3-5 
## 6762    25,000-29,999                    1-99           < 1 
## 6763             <NA>                    <NA>           None
## 6764    15,000-19,999                      0            1-2 
## 6765      2,000-2,999                 100-999           1-2 
## 6766    15,000-19,999                      0            < 1 
## 6767             <NA>                    <NA>           < 1 
## 6768      4,000-4,999              1000-9,999           1-2 
## 6769  125,000-149,999                    1-99         10-20 
## 6770  125,000-149,999                      0           5-10 
## 6771    25,000-29,999              1000-9,999           1-2 
## 6772    25,000-29,999              > 100,000            3-5 
## 6773    25,000-29,999              1000-9,999           3-5 
## 6774    70,000-79,999           10,000-99,999         10-20 
## 6775            0-999              1000-9,999           1-2 
## 6776             <NA>                    <NA>           1-2 
## 6777  200,000-249,999              > 100,000           5-10 
## 6778            0-999                    1-99           < 1 
## 6779    20,000-24,999              1000-9,999           3-5 
## 6780    20,000-24,999                 100-999           None
## 6781             <NA>                    <NA>           1-2 
## 6782    10,000-14,999                    1-99           3-5 
## 6783             <NA>                    <NA>           < 1 
## 6784             <NA>                    <NA>           None
## 6785    60,000-69,999           10,000-99,999          5-10 
## 6786    50,000-59,999                      0            None
## 6787             <NA>                    <NA>           < 1 
## 6788    60,000-69,999              > 100,000           5-10 
## 6789             <NA>                    <NA>           < 1 
## 6790             <NA>                    <NA>           < 1 
## 6791            0-999                      0            < 1 
## 6792             <NA>                    <NA>           < 1 
## 6793  100,000-124,999              1000-9,999          5-10 
## 6794    15,000-19,999                 100-999           1-2 
## 6795    60,000-69,999                      0            3-5 
## 6796             <NA>                    <NA>           < 1 
## 6797             <NA>                    <NA>           < 1 
## 6798    40,000-49,999                 100-999           < 1 
## 6799            0-999                 100-999           < 1 
## 6800    30,000-39,999              > 100,000            < 1 
## 6801    20,000-24,999              1000-9,999           1-2 
## 6802      7,500-9,999                 100-999           3-5 
## 6803            0-999              1000-9,999           3-5 
## 6804      5,000-7,499              1000-9,999           1-2 
## 6805  250,000-299,999              1000-9,999         10-20 
## 6806    60,000-69,999           10,000-99,999           3-5 
## 6807    20,000-24,999                 100-999           < 1 
## 6808             <NA>                    <NA>           < 1 
## 6809            0-999                    1-99           1-2 
## 6810             <NA>                    <NA>           1-2 
## 6811    20,000-24,999                 100-999           None
## 6812    90,000-99,999              > 100,000            1-2 
## 6813    10,000-14,999                      0            3-5 
## 6814    40,000-49,999                    1-99           3-5 
## 6815             <NA>                    <NA>           < 1 
## 6816    40,000-49,999                 100-999          5-10 
## 6817            0-999                      0            1-2 
## 6818      2,000-2,999                    1-99           1-2 
## 6819    15,000-19,999                      0            1-2 
## 6820      2,000-2,999              > 100,000            < 1 
## 6821    30,000-39,999                    1-99           3-5 
## 6822            0-999              1000-9,999           < 1 
## 6823    70,000-79,999              > 100,000           5-10 
## 6824    50,000-59,999                      0           5-10 
## 6825             <NA>                    <NA>           1-2 
## 6826      4,000-4,999              1000-9,999           3-5 
## 6827    15,000-19,999                      0            None
## 6828             <NA>                    <NA>           < 1 
## 6829  150,000-199,999              > 100,000          10-20 
## 6830  100,000-124,999              1000-9,999           1-2 
## 6831    10,000-14,999                 100-999          5-10 
## 6832    90,000-99,999                      0            3-5 
## 6833             <NA>                    <NA>           None
## 6834    80,000-89,999                      0            1-2 
## 6835    30,000-39,999                 100-999           None
## 6836      1,000-1,999                    1-99           < 1 
## 6837  100,000-124,999           10,000-99,999           1-2 
## 6838  200,000-249,999                      0            3-5 
## 6839      5,000-7,499              > 100,000            3-5 
## 6840    40,000-49,999                 100-999           3-5 
## 6841    50,000-59,999                      0            < 1 
## 6842      3,000-3,999                 100-999           3-5 
## 6843             <NA>                    <NA>           < 1 
## 6844    90,000-99,999                      0            3-5 
## 6845    10,000-14,999              1000-9,999           3-5 
## 6846      2,000-2,999                      0            < 1 
## 6847             <NA>                    <NA>           < 1 
## 6848      2,000-2,999                 100-999           1-2 
## 6849    40,000-49,999           10,000-99,999           3-5 
## 6850    30,000-39,999           10,000-99,999         10-20 
## 6851      2,000-2,999                      0            < 1 
## 6852    50,000-59,999                    1-99          5-10 
## 6853             <NA>                    <NA>           1-2 
## 6854             <NA>                    <NA>           < 1 
## 6855             <NA>                    <NA>           1-2 
## 6856             <NA>                    <NA>           3-5 
## 6857             <NA>                    <NA>           1-2 
## 6858      1,000-1,999                 100-999           < 1 
## 6859  125,000-149,999              > 100,000            20+ 
## 6860             <NA>                    <NA>           3-5 
## 6861    90,000-99,999                      0            1-2 
## 6862  100,000-124,999           10,000-99,999           3-5 
## 6863    80,000-89,999           10,000-99,999           1-2 
## 6864             <NA>                    <NA>           3-5 
## 6865    90,000-99,999              1000-9,999          5-10 
## 6866  150,000-199,999              1000-9,999         10-20 
## 6867             <NA>                    <NA>           1-2 
## 6868      5,000-7,499                      0           5-10 
## 6869    30,000-39,999                 100-999           3-5 
## 6870    60,000-69,999              > 100,000            3-5 
## 6871             <NA>                    <NA>           1-2 
## 6872    15,000-19,999                 100-999           3-5 
## 6873    90,000-99,999              > 100,000          10-20 
## 6874             <NA>                    <NA>           < 1 
## 6875             <NA>                    <NA>           < 1 
## 6876      7,500-9,999                      0            < 1 
## 6877             <NA>                    <NA>           < 1 
## 6878             <NA>                    <NA>           < 1 
## 6879  125,000-149,999           10,000-99,999          5-10 
## 6880    90,000-99,999                      0            3-5 
## 6881             <NA>                    <NA>           1-2 
## 6882      7,500-9,999           10,000-99,999           < 1 
## 6883             <NA>                    <NA>           1-2 
## 6884             <NA>                    <NA>           1-2 
## 6885    50,000-59,999           10,000-99,999           3-5 
## 6886  125,000-149,999              1000-9,999           3-5 
## 6887    40,000-49,999                      0            1-2 
## 6888    70,000-79,999                 100-999          5-10 
## 6889    70,000-79,999                      0            1-2 
## 6890      2,000-2,999                      0            < 1 
## 6891    30,000-39,999           10,000-99,999           3-5 
## 6892    30,000-39,999                      0           5-10 
## 6893            0-999                    1-99           1-2 
## 6894    25,000-29,999                    1-99           < 1 
## 6895      2,000-2,999              1000-9,999           < 1 
## 6896    80,000-89,999           10,000-99,999          5-10 
## 6897    60,000-69,999                 100-999           None
## 6898        > 500,000                      0            None
## 6899    30,000-39,999           10,000-99,999         10-20 
## 6900  200,000-249,999              > 100,000            1-2 
## 6901    50,000-59,999                      0          10-20 
## 6902    60,000-69,999              1000-9,999           1-2 
## 6903    30,000-39,999           10,000-99,999           3-5 
## 6904    90,000-99,999                 100-999           < 1 
## 6905    80,000-89,999              > 100,000          10-20 
## 6906            0-999                 100-999          5-10 
## 6907             <NA>                    <NA>           1-2 
## 6908  100,000-124,999           10,000-99,999           1-2 
## 6909             <NA>                    <NA>           1-2 
## 6910    40,000-49,999              > 100,000            < 1 
## 6911    40,000-49,999           10,000-99,999          5-10 
## 6912    90,000-99,999                    1-99         10-20 
## 6913  300,000-500,000              > 100,000            20+ 
## 6914      2,000-2,999                 100-999          5-10 
## 6915      4,000-4,999                 100-999           3-5 
## 6916            0-999                      0            1-2 
## 6917             <NA>                    <NA>           1-2 
## 6918             <NA>                    <NA>           < 1 
## 6919             <NA>                    <NA>         10-20 
## 6920             <NA>                    <NA>           1-2 
## 6921             <NA>                    <NA>           1-2 
## 6922    40,000-49,999           10,000-99,999           < 1 
## 6923      7,500-9,999                 100-999           3-5 
## 6924             <NA>                    <NA>           1-2 
## 6925             <NA>                    <NA>           1-2 
## 6926            0-999                      0            < 1 
## 6927    60,000-69,999                      0           5-10 
## 6928    15,000-19,999                 100-999           1-2 
## 6929             <NA>                    <NA>           3-5 
## 6930            0-999                      0            < 1 
## 6931      2,000-2,999           10,000-99,999           3-5 
## 6932             <NA>                    <NA>           1-2 
## 6933             <NA>                    <NA>          5-10 
## 6934    20,000-24,999                      0            1-2 
## 6935    60,000-69,999                 100-999           1-2 
## 6936             <NA>                    <NA>           1-2 
## 6937    50,000-59,999              > 100,000           5-10 
## 6938    20,000-24,999                 100-999           < 1 
## 6939             <NA>                    <NA>           < 1 
## 6940      3,000-3,999                 100-999           1-2 
## 6941    70,000-79,999              1000-9,999           20+ 
## 6942            0-999                      0            3-5 
## 6943      5,000-7,499                      0            1-2 
## 6944    40,000-49,999                    1-99           < 1 
## 6945    10,000-14,999                      0            3-5 
## 6946             <NA>                    <NA>           < 1 
## 6947            0-999                      0            < 1 
## 6948      1,000-1,999                      0            < 1 
## 6949    40,000-49,999           10,000-99,999           3-5 
## 6950    20,000-24,999              1000-9,999           3-5 
## 6951    70,000-79,999                 100-999           3-5 
## 6952    15,000-19,999              1000-9,999          5-10 
## 6953             <NA>                    <NA>           3-5 
## 6954      2,000-2,999                    1-99           1-2 
## 6955      5,000-7,499                      0            1-2 
## 6956             <NA>                    <NA>           < 1 
## 6957             <NA>                    <NA>           < 1 
## 6958             <NA>                    <NA>           < 1 
## 6959             <NA>                    <NA>           3-5 
## 6960  100,000-124,999              1000-9,999           3-5 
## 6961    50,000-59,999                      0            3-5 
## 6962    90,000-99,999                      0            1-2 
## 6963             <NA>                    <NA>           3-5 
## 6964      5,000-7,499                      0            < 1 
## 6965      1,000-1,999                      0            < 1 
## 6966  100,000-124,999              1000-9,999           3-5 
## 6967    25,000-29,999                      0            1-2 
## 6968             <NA>                    <NA>           < 1 
## 6969             <NA>                    <NA>           1-2 
## 6970    40,000-49,999                      0            < 1 
## 6971    20,000-24,999                    1-99           3-5 
## 6972    20,000-24,999                      0            3-5 
## 6973      4,000-4,999                      0            20+ 
## 6974      1,000-1,999                 100-999           < 1 
## 6975        > 500,000              > 100,000            3-5 
## 6976  100,000-124,999           10,000-99,999          5-10 
## 6977    60,000-69,999                    1-99           1-2 
## 6978    30,000-39,999              1000-9,999           3-5 
## 6979  125,000-149,999           10,000-99,999           3-5 
## 6980            0-999                    1-99           < 1 
## 6981  150,000-199,999                      0          10-20 
## 6982    20,000-24,999                      0            3-5 
## 6983  200,000-249,999              > 100,000            20+ 
## 6984  150,000-199,999           10,000-99,999          5-10 
## 6985      7,500-9,999                 100-999           None
## 6986      1,000-1,999              1000-9,999          5-10 
## 6987  125,000-149,999                    1-99          5-10 
## 6988             <NA>                    <NA>         10-20 
## 6989  100,000-124,999              1000-9,999         10-20 
## 6990      7,500-9,999                 100-999           1-2 
## 6991             <NA>                    <NA>           < 1 
## 6992             <NA>                    <NA>           1-2 
## 6993    40,000-49,999                      0            3-5 
## 6994    50,000-59,999                      0            20+ 
## 6995        > 500,000              1000-9,999           20+ 
## 6996             <NA>                    <NA>           < 1 
## 6997  125,000-149,999              1000-9,999           3-5 
## 6998      2,000-2,999           10,000-99,999          5-10 
## 6999             <NA>                    <NA>           None
## 7000             <NA>                    <NA>           < 1 
## 7001             <NA>                    <NA>           < 1 
## 7002    15,000-19,999              1000-9,999           1-2 
## 7003            0-999                      0            1-2 
## 7004             <NA>                    <NA>           < 1 
## 7005    25,000-29,999                 100-999           < 1 
## 7006    25,000-29,999              1000-9,999           3-5 
## 7007    70,000-79,999                 100-999           3-5 
## 7008    40,000-49,999              1000-9,999           < 1 
## 7009             <NA>                    <NA>           1-2 
## 7010    70,000-79,999              1000-9,999           < 1 
## 7011    50,000-59,999                      0            < 1 
## 7012  150,000-199,999           10,000-99,999           20+ 
## 7013            0-999                      0            < 1 
## 7014      4,000-4,999                      0            < 1 
## 7015    60,000-69,999           10,000-99,999           3-5 
## 7016      5,000-7,499              1000-9,999           1-2 
## 7017    90,000-99,999                 100-999           < 1 
## 7018    30,000-39,999                    1-99           < 1 
## 7019  125,000-149,999              > 100,000           5-10 
## 7020  125,000-149,999                    1-99          5-10 
## 7021    15,000-19,999                      0           5-10 
## 7022      7,500-9,999              > 100,000          10-20 
## 7023            0-999                    1-99           1-2 
## 7024  150,000-199,999                      0           5-10 
## 7025  150,000-199,999                 100-999           1-2 
## 7026    15,000-19,999                    1-99           1-2 
## 7027            0-999                    1-99           < 1 
## 7028  125,000-149,999                 100-999         10-20 
## 7029    40,000-49,999                    1-99          5-10 
## 7030    15,000-19,999                    1-99           None
## 7031             <NA>                    <NA>           < 1 
## 7032      5,000-7,499                      0            1-2 
## 7033      3,000-3,999                 100-999          5-10 
## 7034    50,000-59,999              1000-9,999          5-10 
## 7035    20,000-24,999                      0            1-2 
## 7036    10,000-14,999           10,000-99,999           1-2 
## 7037             <NA>                    <NA>           3-5 
## 7038  100,000-124,999              > 100,000            3-5 
## 7039    10,000-14,999                      0           5-10 
## 7040             <NA>                    <NA>          5-10 
## 7041    80,000-89,999              > 100,000           5-10 
## 7042             <NA>                    <NA>           1-2 
## 7043      7,500-9,999                 100-999           < 1 
## 7044      1,000-1,999           10,000-99,999           20+ 
## 7045    30,000-39,999                      0            1-2 
## 7046             <NA>                    <NA>           1-2 
## 7047    40,000-49,999                      0            1-2 
## 7048             <NA>                    <NA>           1-2 
## 7049  100,000-124,999           10,000-99,999          5-10 
## 7050    50,000-59,999                      0          10-20 
## 7051  125,000-149,999              1000-9,999          5-10 
## 7052    25,000-29,999              1000-9,999          5-10 
## 7053             <NA>                    <NA>           < 1 
## 7054    70,000-79,999              1000-9,999           3-5 
## 7055      5,000-7,499                 100-999          5-10 
## 7056             <NA>                    <NA>           1-2 
## 7057    80,000-89,999           10,000-99,999           3-5 
## 7058  100,000-124,999                      0            < 1 
## 7059             <NA>                    <NA>           < 1 
## 7060            0-999                      0            < 1 
## 7061    20,000-24,999                      0           5-10 
## 7062      4,000-4,999                      0            < 1 
## 7063    15,000-19,999           10,000-99,999           3-5 
## 7064      5,000-7,499              1000-9,999           1-2 
## 7065            0-999                    1-99           < 1 
## 7066    40,000-49,999                      0          10-20 
## 7067    15,000-19,999                 100-999          5-10 
## 7068             <NA>                    <NA>           1-2 
## 7069            0-999                 100-999           < 1 
## 7070             <NA>                    <NA>          5-10 
## 7071      5,000-7,499                      0            1-2 
## 7072      7,500-9,999                      0            None
## 7073      4,000-4,999              1000-9,999           1-2 
## 7074             <NA>                    <NA>           1-2 
## 7075    10,000-14,999                    1-99           < 1 
## 7076  100,000-124,999              1000-9,999         10-20 
## 7077    50,000-59,999              > 100,000            1-2 
## 7078    30,000-39,999                      0           5-10 
## 7079  100,000-124,999                 100-999           3-5 
## 7080  125,000-149,999              1000-9,999          5-10 
## 7081  200,000-249,999              > 100,000          10-20 
## 7082    40,000-49,999              > 100,000            3-5 
## 7083             <NA>                    <NA>           < 1 
## 7084    40,000-49,999                 100-999           3-5 
## 7085    10,000-14,999              > 100,000           5-10 
## 7086    15,000-19,999              1000-9,999          5-10 
## 7087      4,000-4,999                      0            1-2 
## 7088  100,000-124,999              1000-9,999           3-5 
## 7089            0-999                 100-999           1-2 
## 7090             <NA>                    <NA>           1-2 
## 7091             <NA>                    <NA>           < 1 
## 7092    70,000-79,999                      0            3-5 
## 7093            0-999                    1-99           1-2 
## 7094             <NA>                    <NA>           < 1 
## 7095    15,000-19,999                 100-999           1-2 
## 7096             <NA>                    <NA>           1-2 
## 7097    80,000-89,999                 100-999           < 1 
## 7098      7,500-9,999              1000-9,999          5-10 
## 7099             <NA>                    <NA>           < 1 
## 7100             <NA>                    <NA>          5-10 
## 7101      2,000-2,999                 100-999           3-5 
## 7102    50,000-59,999                      0            1-2 
## 7103    50,000-59,999              1000-9,999           3-5 
## 7104    90,000-99,999              1000-9,999          5-10 
## 7105    40,000-49,999              1000-9,999           1-2 
## 7106    20,000-24,999                      0            20+ 
## 7107      5,000-7,499                      0            < 1 
## 7108             <NA>                    <NA>           < 1 
## 7109    15,000-19,999                      0            < 1 
## 7110    40,000-49,999              1000-9,999          5-10 
## 7111      4,000-4,999                 100-999          5-10 
## 7112    30,000-39,999                      0          10-20 
## 7113             <NA>                    <NA>           < 1 
## 7114    15,000-19,999                 100-999           3-5 
## 7115    30,000-39,999                 100-999           < 1 
## 7116             <NA>                    <NA>           1-2 
## 7117             <NA>                    <NA>           1-2 
## 7118             <NA>                    <NA>           1-2 
## 7119  150,000-199,999           10,000-99,999           < 1 
## 7120    15,000-19,999              1000-9,999           3-5 
## 7121             <NA>                    <NA>           1-2 
## 7122  100,000-124,999                      0            20+ 
## 7123  100,000-124,999              1000-9,999           20+ 
## 7124             <NA>                    <NA>           3-5 
## 7125  250,000-299,999           10,000-99,999         10-20 
## 7126             <NA>                    <NA>           None
## 7127  125,000-149,999           10,000-99,999           1-2 
## 7128    10,000-14,999                      0           5-10 
## 7129    25,000-29,999              > 100,000            1-2 
## 7130    40,000-49,999                    1-99           < 1 
## 7131    80,000-89,999                 100-999         10-20 
## 7132    40,000-49,999              > 100,000            3-5 
## 7133             <NA>                    <NA>           < 1 
## 7134             <NA>                    <NA>           None
## 7135            0-999                      0            3-5 
## 7136    90,000-99,999                      0          10-20 
## 7137            0-999              1000-9,999           < 1 
## 7138    15,000-19,999                      0            3-5 
## 7139    30,000-39,999              > 100,000            3-5 
## 7140             <NA>                    <NA>           1-2 
## 7141    30,000-39,999              1000-9,999          5-10 
## 7142    25,000-29,999                 100-999           1-2 
## 7143             <NA>                    <NA>           None
## 7144  100,000-124,999           10,000-99,999         10-20 
## 7145    40,000-49,999                      0            3-5 
## 7146  150,000-199,999                      0          10-20 
## 7147  150,000-199,999              > 100,000           5-10 
## 7148             <NA>                    <NA>           1-2 
## 7149            0-999                      0            < 1 
## 7150    50,000-59,999                      0            1-2 
## 7151            0-999                      0           5-10 
## 7152    10,000-14,999                      0            None
## 7153             <NA>                    <NA>           None
## 7154    20,000-24,999                 100-999           1-2 
## 7155             <NA>                    <NA>           < 1 
## 7156        > 500,000                      0          10-20 
## 7157  125,000-149,999              1000-9,999          5-10 
## 7158             <NA>                    <NA>           < 1 
## 7159      3,000-3,999                 100-999           None
## 7160             <NA>                    <NA>           3-5 
## 7161             <NA>                    <NA>           1-2 
## 7162    80,000-89,999              1000-9,999           20+ 
## 7163    15,000-19,999                 100-999           3-5 
## 7164    40,000-49,999                      0            3-5 
## 7165  150,000-199,999              1000-9,999          5-10 
## 7166    15,000-19,999              1000-9,999           < 1 
## 7167    30,000-39,999                 100-999           3-5 
## 7168            0-999                      0            1-2 
## 7169    10,000-14,999                    1-99           < 1 
## 7170    80,000-89,999           10,000-99,999           3-5 
## 7171             <NA>                    <NA>           3-5 
## 7172    50,000-59,999           10,000-99,999          5-10 
## 7173             <NA>                    <NA>           < 1 
## 7174             <NA>                    <NA>           < 1 
## 7175    80,000-89,999           10,000-99,999         10-20 
## 7176             <NA>                    <NA>           < 1 
## 7177    90,000-99,999           10,000-99,999           20+ 
## 7178      1,000-1,999                      0            < 1 
## 7179  250,000-299,999           10,000-99,999           1-2 
## 7180    60,000-69,999              1000-9,999           < 1 
## 7181            0-999                      0            1-2 
## 7182    50,000-59,999                 100-999         10-20 
## 7183             <NA>                    <NA>           1-2 
## 7184    50,000-59,999                 100-999         10-20 
## 7185             <NA>                    <NA>           < 1 
## 7186      5,000-7,499                      0            1-2 
## 7187            0-999                      0            3-5 
## 7188      2,000-2,999                      0            1-2 
## 7189    40,000-49,999              > 100,000          10-20 
## 7190             <NA>                    <NA>           < 1 
## 7191             <NA>                    <NA>           1-2 
## 7192    70,000-79,999                 100-999           1-2 
## 7193             <NA>                    <NA>           < 1 
## 7194             <NA>                    <NA>           1-2 
## 7195             <NA>                    <NA>           1-2 
## 7196  150,000-199,999              > 100,000            20+ 
## 7197            0-999                      0            3-5 
## 7198             <NA>                    <NA>           3-5 
## 7199  100,000-124,999              1000-9,999           1-2 
## 7200        > 500,000              > 100,000          10-20 
## 7201    30,000-39,999              1000-9,999           3-5 
## 7202    40,000-49,999              > 100,000          10-20 
## 7203             <NA>                    <NA>           < 1 
## 7204  125,000-149,999              > 100,000            1-2 
## 7205    80,000-89,999              1000-9,999         10-20 
## 7206  125,000-149,999           10,000-99,999          5-10 
## 7207    80,000-89,999              > 100,000           5-10 
## 7208             <NA>                    <NA>          5-10 
## 7209    60,000-69,999              1000-9,999           3-5 
## 7210    10,000-14,999           10,000-99,999           3-5 
## 7211  100,000-124,999                    1-99           1-2 
## 7212    10,000-14,999              1000-9,999           1-2 
## 7213    25,000-29,999              1000-9,999           < 1 
## 7214            0-999                    1-99           < 1 
## 7215             <NA>                    <NA>           < 1 
## 7216             <NA>                    <NA>           < 1 
## 7217            0-999                      0            < 1 
## 7218             <NA>                    <NA>           < 1 
## 7219    10,000-14,999           10,000-99,999           3-5 
## 7220            0-999                    1-99           3-5 
## 7221             <NA>                    <NA>           < 1 
## 7222    10,000-14,999                      0            < 1 
## 7223  100,000-124,999              > 100,000           5-10 
## 7224             <NA>                    <NA>           3-5 
## 7225             <NA>                    <NA>           < 1 
## 7226  150,000-199,999           10,000-99,999           20+ 
## 7227             <NA>                    <NA>           3-5 
## 7228             <NA>                    <NA>           < 1 
## 7229    60,000-69,999              1000-9,999           1-2 
## 7230  100,000-124,999              1000-9,999           3-5 
## 7231    60,000-69,999                      0            1-2 
## 7232             <NA>                    <NA>           1-2 
## 7233    10,000-14,999                 100-999           < 1 
## 7234    60,000-69,999           10,000-99,999          5-10 
## 7235  125,000-149,999              1000-9,999           1-2 
## 7236    60,000-69,999                      0           5-10 
## 7237      3,000-3,999                      0          10-20 
## 7238    70,000-79,999              1000-9,999           1-2 
## 7239    90,000-99,999                      0            1-2 
## 7240      2,000-2,999                      0            < 1 
## 7241            0-999                      0           5-10 
## 7242    70,000-79,999           10,000-99,999           1-2 
## 7243             <NA>                    <NA>          5-10 
## 7244             <NA>                    <NA>           < 1 
## 7245    50,000-59,999                 100-999           1-2 
## 7246             <NA>                    <NA>           1-2 
## 7247    40,000-49,999              > 100,000           5-10 
## 7248    90,000-99,999              1000-9,999           3-5 
## 7249    50,000-59,999                 100-999           None
## 7250            0-999                      0            1-2 
## 7251    25,000-29,999                 100-999           3-5 
## 7252      5,000-7,499                      0            < 1 
## 7253  100,000-124,999              1000-9,999         10-20 
## 7254    80,000-89,999           10,000-99,999          5-10 
## 7255    10,000-14,999                    1-99           < 1 
## 7256    25,000-29,999                      0            3-5 
## 7257    80,000-89,999           10,000-99,999           3-5 
## 7258    20,000-24,999                 100-999           1-2 
## 7259      2,000-2,999           10,000-99,999          5-10 
## 7260    20,000-24,999              1000-9,999           1-2 
## 7261             <NA>                    <NA>           3-5 
## 7262    30,000-39,999                 100-999           3-5 
## 7263            0-999                      0            None
## 7264  125,000-149,999           10,000-99,999           3-5 
## 7265            0-999                    1-99           None
## 7266             <NA>                    <NA>           3-5 
## 7267    70,000-79,999              > 100,000            3-5 
## 7268    50,000-59,999              > 100,000            3-5 
## 7269    30,000-39,999                      0           5-10 
## 7270            0-999                    1-99           3-5 
## 7271    80,000-89,999                      0           5-10 
## 7272    15,000-19,999                      0           5-10 
## 7273    60,000-69,999           10,000-99,999           20+ 
## 7274    60,000-69,999                      0            < 1 
## 7275    10,000-14,999           10,000-99,999           < 1 
## 7276    15,000-19,999                      0            < 1 
## 7277            0-999                 100-999           1-2 
## 7278  100,000-124,999              1000-9,999          5-10 
## 7279    30,000-39,999              1000-9,999           3-5 
## 7280            0-999                      0            < 1 
## 7281    15,000-19,999              > 100,000            3-5 
## 7282      1,000-1,999           10,000-99,999           1-2 
## 7283  150,000-199,999              1000-9,999           3-5 
## 7284      5,000-7,499                    1-99           < 1 
## 7285    80,000-89,999                    1-99          5-10 
## 7286    15,000-19,999                      0            3-5 
## 7287    60,000-69,999                 100-999         10-20 
## 7288    15,000-19,999                      0            1-2 
## 7289  150,000-199,999              > 100,000          10-20 
## 7290    25,000-29,999                      0            1-2 
## 7291             <NA>                    <NA>           < 1 
## 7292            0-999              1000-9,999           1-2 
## 7293            0-999                    1-99           1-2 
## 7294            0-999                 100-999           1-2 
## 7295             <NA>                    <NA>          5-10 
## 7296    70,000-79,999              1000-9,999          5-10 
## 7297    15,000-19,999                 100-999           < 1 
## 7298    20,000-24,999                 100-999          5-10 
## 7299      5,000-7,499                    1-99         10-20 
## 7300    40,000-49,999                      0            1-2 
## 7301             <NA>                    <NA>           < 1 
## 7302             <NA>                    <NA>           < 1 
## 7303    15,000-19,999              1000-9,999           1-2 
## 7304             <NA>                    <NA>           1-2 
## 7305    50,000-59,999                 100-999           1-2 
## 7306    10,000-14,999                      0            1-2 
## 7307             <NA>                    <NA>           < 1 
## 7308    70,000-79,999                    1-99           3-5 
## 7309    70,000-79,999                 100-999           3-5 
## 7310    80,000-89,999                      0            1-2 
## 7311    30,000-39,999              > 100,000            1-2 
## 7312  150,000-199,999              > 100,000            3-5 
## 7313    10,000-14,999                      0            < 1 
## 7314    10,000-14,999              > 100,000            3-5 
## 7315  100,000-124,999                      0           5-10 
## 7316    60,000-69,999                    1-99           1-2 
## 7317             <NA>                    <NA>           < 1 
## 7318      5,000-7,499                 100-999           1-2 
## 7319  150,000-199,999              1000-9,999          5-10 
## 7320             <NA>                    <NA>           1-2 
## 7321    20,000-24,999                      0            None
## 7322    10,000-14,999              1000-9,999           < 1 
## 7323      5,000-7,499                 100-999           1-2 
## 7324            0-999                    1-99           < 1 
## 7325    25,000-29,999                      0            1-2 
## 7326    50,000-59,999                      0            None
## 7327             <NA>                    <NA>           1-2 
## 7328             <NA>                    <NA>           < 1 
## 7329  150,000-199,999                      0            20+ 
## 7330             <NA>                    <NA>           1-2 
## 7331             <NA>                    <NA>           1-2 
## 7332  100,000-124,999              > 100,000          10-20 
## 7333            0-999                 100-999           < 1 
## 7334  125,000-149,999                      0            20+ 
## 7335  100,000-124,999           10,000-99,999           1-2 
## 7336    10,000-14,999                    1-99           1-2 
## 7337      4,000-4,999                      0            < 1 
## 7338             <NA>                    <NA>           1-2 
## 7339    20,000-24,999                      0          10-20 
## 7340    90,000-99,999              1000-9,999           1-2 
## 7341             <NA>                    <NA>           < 1 
## 7342            0-999              1000-9,999           < 1 
## 7343    70,000-79,999                      0            1-2 
## 7344      1,000-1,999                    1-99           1-2 
## 7345    30,000-39,999                    1-99           None
## 7346    80,000-89,999                      0            1-2 
## 7347             <NA>                    <NA>           < 1 
## 7348  150,000-199,999           10,000-99,999         10-20 
## 7349  300,000-500,000              > 100,000            20+ 
## 7350             <NA>                    <NA>           < 1 
## 7351      7,500-9,999                      0            < 1 
## 7352  100,000-124,999              > 100,000            3-5 
## 7353    90,000-99,999           10,000-99,999           3-5 
## 7354    25,000-29,999                 100-999           1-2 
## 7355  150,000-199,999              > 100,000          10-20 
## 7356            0-999                 100-999          5-10 
## 7357  150,000-199,999                 100-999           3-5 
## 7358             <NA>                    <NA>           1-2 
## 7359            0-999           10,000-99,999           < 1 
## 7360             <NA>                    <NA>          5-10 
## 7361    15,000-19,999                      0            1-2 
## 7362    15,000-19,999                    1-99           < 1 
## 7363    40,000-49,999                 100-999           None
## 7364    15,000-19,999                 100-999           1-2 
## 7365    40,000-49,999                    1-99           1-2 
## 7366    30,000-39,999              1000-9,999          5-10 
## 7367    40,000-49,999                 100-999         10-20 
## 7368             <NA>                    <NA>           < 1 
## 7369            0-999                    1-99           3-5 
## 7370  125,000-149,999                 100-999           1-2 
## 7371    25,000-29,999                 100-999           20+ 
## 7372  125,000-149,999              1000-9,999          5-10 
## 7373             <NA>                    <NA>           < 1 
## 7374    40,000-49,999                 100-999           3-5 
## 7375    90,000-99,999                 100-999           3-5 
## 7376    15,000-19,999                      0            None
## 7377      5,000-7,499                 100-999           < 1 
## 7378             <NA>                    <NA>           None
## 7379    50,000-59,999                 100-999         10-20 
## 7380    20,000-24,999                      0            < 1 
## 7381      4,000-4,999                      0            20+ 
## 7382             <NA>                    <NA>           1-2 
## 7383      7,500-9,999                 100-999           < 1 
## 7384  150,000-199,999                 100-999           3-5 
## 7385            0-999                      0            None
## 7386      7,500-9,999                      0            1-2 
## 7387    15,000-19,999                 100-999           3-5 
## 7388      1,000-1,999                      0            None
## 7389    20,000-24,999                      0            < 1 
## 7390    25,000-29,999                      0            20+ 
## 7391            0-999                      0            None
## 7392            0-999                      0            < 1 
## 7393    30,000-39,999                      0           5-10 
## 7394  100,000-124,999              1000-9,999          5-10 
## 7395    25,000-29,999                    1-99          5-10 
## 7396            0-999                      0            None
## 7397      1,000-1,999                    1-99           1-2 
## 7398             <NA>                    <NA>           3-5 
## 7399            0-999                      0            < 1 
## 7400  150,000-199,999           10,000-99,999           < 1 
## 7401             <NA>                    <NA>           < 1 
## 7402    70,000-79,999                 100-999           3-5 
## 7403  150,000-199,999                 100-999          5-10 
## 7404      4,000-4,999                    1-99           < 1 
## 7405  125,000-149,999                      0           5-10 
## 7406  100,000-124,999           10,000-99,999           3-5 
## 7407    15,000-19,999                    1-99          5-10 
## 7408      3,000-3,999                    1-99           < 1 
## 7409             <NA>                    <NA>           1-2 
## 7410    50,000-59,999              > 100,000           5-10 
## 7411    30,000-39,999           10,000-99,999           3-5 
## 7412             <NA>                    <NA>           1-2 
## 7413             <NA>                    <NA>           < 1 
## 7414             <NA>                    <NA>           < 1 
## 7415      7,500-9,999              1000-9,999           1-2 
## 7416             <NA>                    <NA>           < 1 
## 7417    15,000-19,999                    1-99           3-5 
## 7418             <NA>                    <NA>           < 1 
## 7419      3,000-3,999                    1-99           1-2 
## 7420    10,000-14,999                    1-99           < 1 
## 7421            0-999                 100-999           < 1 
## 7422    40,000-49,999              1000-9,999         10-20 
## 7423             <NA>                    <NA>           1-2 
## 7424             <NA>                    <NA>           < 1 
## 7425             <NA>                    <NA>           < 1 
## 7426  150,000-199,999                      0           5-10 
## 7427      2,000-2,999                      0            < 1 
## 7428    80,000-89,999                 100-999           3-5 
## 7429             <NA>                    <NA>           < 1 
## 7430             <NA>                    <NA>           < 1 
## 7431    15,000-19,999                      0            1-2 
## 7432             <NA>                    <NA>           < 1 
## 7433            0-999           10,000-99,999           < 1 
## 7434             <NA>                    <NA>           1-2 
## 7435      1,000-1,999                    1-99           < 1 
## 7436    20,000-24,999              1000-9,999           1-2 
## 7437             <NA>                    <NA>           1-2 
## 7438            0-999                      0            < 1 
## 7439             <NA>                    <NA>           3-5 
## 7440    70,000-79,999                      0          10-20 
## 7441             <NA>                    <NA>           3-5 
## 7442    80,000-89,999              > 100,000          10-20 
## 7443    10,000-14,999                    1-99           1-2 
## 7444  100,000-124,999              1000-9,999           3-5 
## 7445    50,000-59,999                 100-999           20+ 
## 7446             <NA>                    <NA>           < 1 
## 7447            0-999                    1-99           1-2 
## 7448    10,000-14,999                    1-99           3-5 
## 7449      5,000-7,499                 100-999         10-20 
## 7450    50,000-59,999              > 100,000          10-20 
## 7451      5,000-7,499                 100-999           1-2 
## 7452      1,000-1,999                    1-99           3-5 
## 7453    40,000-49,999                      0            < 1 
## 7454    15,000-19,999           10,000-99,999           1-2 
## 7455             <NA>                    <NA>           < 1 
## 7456            0-999                    1-99           3-5 
## 7457    30,000-39,999                 100-999           < 1 
## 7458            0-999                      0            1-2 
## 7459            0-999              1000-9,999           3-5 
## 7460            0-999                      0            3-5 
## 7461    10,000-14,999                      0            < 1 
## 7462    30,000-39,999           10,000-99,999           20+ 
## 7463  150,000-199,999              > 100,000          10-20 
## 7464  250,000-299,999           10,000-99,999          5-10 
## 7465             <NA>                    <NA>          5-10 
## 7466            0-999                      0           5-10 
## 7467    70,000-79,999                    1-99           3-5 
## 7468      2,000-2,999                 100-999          5-10 
## 7469    70,000-79,999              1000-9,999           1-2 
## 7470            0-999                      0            3-5 
## 7471    30,000-39,999                      0            < 1 
## 7472      5,000-7,499                    1-99           1-2 
## 7473      1,000-1,999              1000-9,999           1-2 
## 7474    30,000-39,999              1000-9,999           3-5 
## 7475    10,000-14,999                      0            < 1 
## 7476      2,000-2,999              1000-9,999         10-20 
## 7477             <NA>                    <NA>           < 1 
## 7478            0-999                      0            1-2 
## 7479    15,000-19,999                      0            1-2 
## 7480             <NA>                    <NA>           < 1 
## 7481             <NA>                    <NA>           None
## 7482    40,000-49,999              1000-9,999           < 1 
## 7483    70,000-79,999                      0            < 1 
## 7484  200,000-249,999           10,000-99,999           20+ 
## 7485    15,000-19,999                 100-999           3-5 
## 7486      7,500-9,999                    1-99           < 1 
## 7487             <NA>                    <NA>           3-5 
## 7488             <NA>                    <NA>           3-5 
## 7489      5,000-7,499                 100-999           3-5 
## 7490    25,000-29,999                      0           5-10 
## 7491    15,000-19,999                      0            None
## 7492    25,000-29,999                      0            < 1 
## 7493      2,000-2,999                      0           5-10 
## 7494      7,500-9,999           10,000-99,999           3-5 
## 7495             <NA>                    <NA>           < 1 
## 7496      2,000-2,999                 100-999           3-5 
## 7497    70,000-79,999              1000-9,999           None
## 7498    70,000-79,999              > 100,000            3-5 
## 7499    70,000-79,999                 100-999           < 1 
## 7500             <NA>                    <NA>           < 1 
## 7501    60,000-69,999              > 100,000            3-5 
## 7502      2,000-2,999                      0            None
## 7503             <NA>                    <NA>           < 1 
## 7504            0-999                      0            1-2 
## 7505    90,000-99,999                      0            20+ 
## 7506            0-999                      0            None
## 7507             <NA>                    <NA>           1-2 
## 7508      1,000-1,999              1000-9,999           1-2 
## 7509             <NA>                    <NA>           < 1 
## 7510    10,000-14,999                      0            3-5 
## 7511  100,000-124,999              1000-9,999         10-20 
## 7512            0-999                      0            < 1 
## 7513            0-999                      0            3-5 
## 7514    90,000-99,999                      0            3-5 
## 7515    70,000-79,999                 100-999           None
## 7516      5,000-7,499                      0            < 1 
## 7517    90,000-99,999                      0            < 1 
## 7518             <NA>                    <NA>           1-2 
## 7519            0-999                 100-999           3-5 
## 7520    90,000-99,999                      0           5-10 
## 7521             <NA>                    <NA>           < 1 
## 7522             <NA>                    <NA>           None
## 7523    70,000-79,999              1000-9,999          5-10 
## 7524      3,000-3,999                      0           5-10 
## 7525    80,000-89,999                 100-999           3-5 
## 7526    70,000-79,999                    1-99          5-10 
## 7527  125,000-149,999                      0            3-5 
## 7528  125,000-149,999           10,000-99,999          5-10 
## 7529  125,000-149,999                    1-99           3-5 
## 7530    15,000-19,999                      0            None
## 7531      1,000-1,999                    1-99           < 1 
## 7532    20,000-24,999                      0            1-2 
## 7533      7,500-9,999                      0            3-5 
## 7534      2,000-2,999                 100-999           < 1 
## 7535    30,000-39,999              1000-9,999           3-5 
## 7536      4,000-4,999                    1-99           3-5 
## 7537            0-999                      0            1-2 
## 7538            0-999                      0           5-10 
## 7539             <NA>                    <NA>           < 1 
## 7540             <NA>                    <NA>           3-5 
## 7541             <NA>                    <NA>           20+ 
## 7542             <NA>                    <NA>          5-10 
## 7543             <NA>                    <NA>           1-2 
## 7544    50,000-59,999              1000-9,999           1-2 
## 7545            0-999                      0            3-5 
## 7546  125,000-149,999                      0           5-10 
## 7547  200,000-249,999           10,000-99,999           1-2 
## 7548  100,000-124,999                      0           5-10 
## 7549  125,000-149,999              > 100,000            < 1 
## 7550             <NA>                    <NA>           < 1 
## 7551    40,000-49,999                 100-999           1-2 
## 7552    25,000-29,999                      0           5-10 
## 7553  200,000-249,999              > 100,000            20+ 
## 7554      7,500-9,999                 100-999           1-2 
## 7555    15,000-19,999              > 100,000            3-5 
## 7556             <NA>                    <NA>           3-5 
## 7557      5,000-7,499                    1-99           None
## 7558  200,000-249,999              > 100,000            20+ 
## 7559             <NA>                    <NA>           1-2 
## 7560            0-999                      0            < 1 
## 7561    40,000-49,999                      0          10-20 
## 7562  100,000-124,999                      0            < 1 
## 7563  150,000-199,999           10,000-99,999           20+ 
## 7564    10,000-14,999                      0            < 1 
## 7565             <NA>                    <NA>           < 1 
## 7566    30,000-39,999                      0            1-2 
## 7567      1,000-1,999                 100-999           1-2 
## 7568    25,000-29,999              1000-9,999           1-2 
## 7569    80,000-89,999                      0           5-10 
## 7570             <NA>                    <NA>           < 1 
## 7571  150,000-199,999           10,000-99,999           3-5 
## 7572             <NA>                    <NA>           1-2 
## 7573      5,000-7,499                      0            3-5 
## 7574  125,000-149,999              1000-9,999           20+ 
## 7575             <NA>                    <NA>           1-2 
## 7576    30,000-39,999                      0          10-20 
## 7577    25,000-29,999           10,000-99,999          5-10 
## 7578             <NA>                    <NA>           < 1 
## 7579    70,000-79,999                      0            20+ 
## 7580             <NA>                    <NA>           1-2 
## 7581    60,000-69,999              1000-9,999         10-20 
## 7582      5,000-7,499                      0            None
## 7583             <NA>                    <NA>          5-10 
## 7584            0-999                    1-99           < 1 
## 7585             <NA>                    <NA>           3-5 
## 7586    25,000-29,999                 100-999           < 1 
## 7587            0-999                      0            None
## 7588             <NA>                    <NA>           < 1 
## 7589  100,000-124,999                      0            3-5 
## 7590             <NA>                    <NA>           < 1 
## 7591             <NA>                    <NA>           < 1 
## 7592             <NA>                    <NA>           < 1 
## 7593             <NA>                    <NA>           3-5 
## 7594            0-999                    1-99           1-2 
## 7595    25,000-29,999              1000-9,999           3-5 
## 7596    90,000-99,999                      0            None
## 7597  125,000-149,999           10,000-99,999           20+ 
## 7598            0-999              1000-9,999           3-5 
## 7599  100,000-124,999           10,000-99,999           3-5 
## 7600             <NA>                    <NA>           3-5 
## 7601             <NA>                    <NA>           < 1 
## 7602             <NA>                    <NA>           < 1 
## 7603            0-999                      0            < 1 
## 7604            0-999                      0            3-5 
## 7605    70,000-79,999           10,000-99,999           20+ 
## 7606      4,000-4,999              1000-9,999           3-5 
## 7607  200,000-249,999              > 100,000          10-20 
## 7608             <NA>                    <NA>           < 1 
## 7609      3,000-3,999                 100-999          5-10 
## 7610    70,000-79,999              1000-9,999           3-5 
## 7611  100,000-124,999              1000-9,999           1-2 
## 7612  100,000-124,999           10,000-99,999           1-2 
## 7613    30,000-39,999                      0            1-2 
## 7614             <NA>                    <NA>           < 1 
## 7615             <NA>                    <NA>           3-5 
## 7616    40,000-49,999           10,000-99,999           3-5 
## 7617    70,000-79,999                    1-99           1-2 
## 7618             <NA>                    <NA>           1-2 
## 7619  125,000-149,999              > 100,000           5-10 
## 7620    70,000-79,999              > 100,000            3-5 
## 7621             <NA>                    <NA>           < 1 
## 7622    20,000-24,999                      0           5-10 
## 7623  125,000-149,999              1000-9,999           20+ 
## 7624      5,000-7,499                      0            3-5 
## 7625  100,000-124,999                      0            3-5 
## 7626    40,000-49,999              1000-9,999           3-5 
## 7627      1,000-1,999                    1-99           < 1 
## 7628             <NA>                    <NA>           < 1 
## 7629    25,000-29,999              1000-9,999           1-2 
## 7630    15,000-19,999           10,000-99,999          5-10 
## 7631  150,000-199,999              1000-9,999           < 1 
## 7632    70,000-79,999              1000-9,999           3-5 
## 7633             <NA>                    <NA>           < 1 
## 7634    10,000-14,999                    1-99           3-5 
## 7635      4,000-4,999           10,000-99,999           < 1 
## 7636             <NA>                    <NA>           < 1 
## 7637             <NA>                    <NA>           1-2 
## 7638             <NA>                    <NA>           3-5 
## 7639      7,500-9,999              1000-9,999           1-2 
## 7640            0-999              1000-9,999         10-20 
## 7641      4,000-4,999           10,000-99,999           1-2 
## 7642    10,000-14,999                 100-999           1-2 
## 7643    10,000-14,999              1000-9,999           1-2 
## 7644            0-999                    1-99           < 1 
## 7645    80,000-89,999              1000-9,999           3-5 
## 7646      1,000-1,999                 100-999           < 1 
## 7647    20,000-24,999                 100-999           1-2 
## 7648             <NA>                    <NA>           None
## 7649      5,000-7,499                      0            < 1 
## 7650    50,000-59,999              > 100,000           5-10 
## 7651      7,500-9,999                      0            1-2 
## 7652  150,000-199,999              1000-9,999         10-20 
## 7653    40,000-49,999                 100-999          5-10 
## 7654             <NA>                    <NA>           None
## 7655  125,000-149,999                    1-99         10-20 
## 7656    10,000-14,999                    1-99           1-2 
## 7657    15,000-19,999                      0            < 1 
## 7658            0-999                      0            None
## 7659      4,000-4,999              1000-9,999           3-5 
## 7660             <NA>                    <NA>           1-2 
## 7661    40,000-49,999                    1-99           1-2 
## 7662    30,000-39,999              1000-9,999           3-5 
## 7663    80,000-89,999                      0            1-2 
## 7664             <NA>                    <NA>           < 1 
## 7665  125,000-149,999                      0          10-20 
## 7666      3,000-3,999                    1-99           1-2 
## 7667    30,000-39,999              1000-9,999           1-2 
## 7668    80,000-89,999              1000-9,999           3-5 
## 7669      2,000-2,999                      0            < 1 
## 7670    20,000-24,999                      0            < 1 
## 7671    90,000-99,999                      0            < 1 
## 7672      5,000-7,499                      0            < 1 
## 7673    10,000-14,999              1000-9,999           1-2 
## 7674    60,000-69,999              1000-9,999           None
## 7675        > 500,000                    1-99           20+ 
## 7676            0-999                      0            < 1 
## 7677    10,000-14,999                    1-99           3-5 
## 7678      7,500-9,999                      0            1-2 
## 7679             <NA>                    <NA>           1-2 
## 7680            0-999                      0            None
## 7681    25,000-29,999              1000-9,999           3-5 
## 7682    20,000-24,999                      0            1-2 
## 7683            0-999                      0            3-5 
## 7684    20,000-24,999                      0            < 1 
## 7685      2,000-2,999           10,000-99,999          5-10 
## 7686            0-999              1000-9,999           < 1 
## 7687    20,000-24,999                      0            3-5 
## 7688             <NA>                    <NA>           < 1 
## 7689    15,000-19,999                      0            1-2 
## 7690             <NA>                    <NA>         10-20 
## 7691    40,000-49,999              1000-9,999           3-5 
## 7692             <NA>                    <NA>           None
## 7693             <NA>                    <NA>           1-2 
## 7694    30,000-39,999                      0           5-10 
## 7695             <NA>                    <NA>           < 1 
## 7696  100,000-124,999                      0           5-10 
## 7697      4,000-4,999                      0            < 1 
## 7698    60,000-69,999                    1-99           1-2 
## 7699            0-999                    1-99           < 1 
## 7700  100,000-124,999                 100-999           20+ 
## 7701    50,000-59,999              1000-9,999         10-20 
## 7702    40,000-49,999              1000-9,999          5-10 
## 7703    50,000-59,999              1000-9,999           1-2 
## 7704      1,000-1,999                 100-999           3-5 
## 7705             <NA>                    <NA>           < 1 
## 7706      2,000-2,999                 100-999           < 1 
## 7707      3,000-3,999                      0            < 1 
## 7708            0-999                      0            None
## 7709             <NA>                    <NA>           3-5 
## 7710      4,000-4,999                      0            < 1 
## 7711      5,000-7,499                      0            < 1 
## 7712    20,000-24,999              1000-9,999           3-5 
## 7713    10,000-14,999                 100-999           1-2 
## 7714    30,000-39,999                      0            < 1 
## 7715    10,000-14,999              1000-9,999           1-2 
## 7716    40,000-49,999                      0            None
## 7717            0-999              1000-9,999           3-5 
## 7718    60,000-69,999                 100-999          5-10 
## 7719    40,000-49,999              1000-9,999          5-10 
## 7720    50,000-59,999                      0            20+ 
## 7721             <NA>                    <NA>           3-5 
## 7722    25,000-29,999                    1-99           < 1 
## 7723    40,000-49,999                    1-99           3-5 
## 7724      3,000-3,999              1000-9,999           3-5 
## 7725            0-999                    1-99          5-10 
## 7726             <NA>                    <NA>           3-5 
## 7727             <NA>                    <NA>           3-5 
## 7728      5,000-7,499              1000-9,999          5-10 
## 7729  100,000-124,999              > 100,000          10-20 
## 7730  150,000-199,999              > 100,000          10-20 
## 7731  125,000-149,999           10,000-99,999           3-5 
## 7732  100,000-124,999                 100-999           20+ 
## 7733    10,000-14,999                      0            < 1 
## 7734    15,000-19,999           10,000-99,999           1-2 
## 7735             <NA>                    <NA>           3-5 
## 7736             <NA>                    <NA>           < 1 
## 7737  125,000-149,999              1000-9,999          5-10 
## 7738  125,000-149,999              > 100,000           5-10 
## 7739    60,000-69,999              > 100,000          10-20 
## 7740      5,000-7,499                      0            1-2 
## 7741             <NA>                    <NA>           < 1 
## 7742    15,000-19,999                      0            < 1 
## 7743      5,000-7,499                      0           5-10 
## 7744             <NA>                    <NA>           3-5 
## 7745      5,000-7,499                      0            1-2 
## 7746             <NA>                    <NA>           1-2 
## 7747  150,000-199,999              1000-9,999           20+ 
## 7748    15,000-19,999                 100-999           3-5 
## 7749    50,000-59,999              1000-9,999           3-5 
## 7750    90,000-99,999           10,000-99,999           1-2 
## 7751    30,000-39,999                      0           5-10 
## 7752      4,000-4,999                 100-999           < 1 
## 7753  150,000-199,999              > 100,000            None
## 7754             <NA>                    <NA>           1-2 
## 7755    40,000-49,999           10,000-99,999         10-20 
## 7756      1,000-1,999                 100-999           3-5 
## 7757  200,000-249,999                 100-999          5-10 
## 7758             <NA>                    <NA>           1-2 
## 7759    60,000-69,999              1000-9,999           3-5 
## 7760    40,000-49,999                      0            3-5 
## 7761             <NA>                    <NA>           1-2 
## 7762  150,000-199,999                 100-999         10-20 
## 7763    50,000-59,999              1000-9,999          5-10 
## 7764      4,000-4,999                      0            < 1 
## 7765             <NA>                    <NA>           < 1 
## 7766  125,000-149,999              > 100,000            < 1 
## 7767    30,000-39,999              1000-9,999           1-2 
## 7768      1,000-1,999              1000-9,999           3-5 
## 7769             <NA>                    <NA>           < 1 
## 7770    50,000-59,999                      0          10-20 
## 7771             <NA>                    <NA>           < 1 
## 7772  125,000-149,999              1000-9,999          5-10 
## 7773      1,000-1,999                 100-999          5-10 
## 7774    25,000-29,999              1000-9,999          5-10 
## 7775  100,000-124,999                 100-999         10-20 
## 7776  125,000-149,999              1000-9,999         10-20 
## 7777             <NA>                    <NA>           1-2 
## 7778             <NA>                    <NA>           1-2 
## 7779      2,000-2,999                    1-99           1-2 
## 7780            0-999                 100-999           3-5 
## 7781    30,000-39,999                      0            3-5 
## 7782  100,000-124,999                 100-999           20+ 
## 7783    10,000-14,999                    1-99           3-5 
## 7784            0-999              1000-9,999           20+ 
## 7785    10,000-14,999                      0            1-2 
## 7786    30,000-39,999              1000-9,999           3-5 
## 7787    20,000-24,999                      0            3-5 
## 7788    20,000-24,999                      0            None
## 7789             <NA>                    <NA>           < 1 
## 7790    30,000-39,999                 100-999           3-5 
## 7791    70,000-79,999                 100-999         10-20 
## 7792             <NA>                    <NA>           1-2 
## 7793    90,000-99,999                 100-999           < 1 
## 7794    50,000-59,999                      0            < 1 
## 7795             <NA>                    <NA>           3-5 
## 7796    30,000-39,999                    1-99           1-2 
## 7797            0-999              1000-9,999           3-5 
## 7798            0-999                      0            < 1 
## 7799    50,000-59,999           10,000-99,999           3-5 
## 7800             <NA>                    <NA>           1-2 
## 7801    60,000-69,999              > 100,000            3-5 
## 7802             <NA>                    <NA>           1-2 
## 7803    60,000-69,999           10,000-99,999           < 1 
## 7804             <NA>                    <NA>           < 1 
## 7805    50,000-59,999                 100-999           3-5 
## 7806             <NA>                    <NA>           1-2 
## 7807             <NA>                    <NA>           1-2 
## 7808    20,000-24,999              > 100,000            3-5 
## 7809    60,000-69,999              1000-9,999          5-10 
## 7810    90,000-99,999                 100-999           3-5 
## 7811             <NA>                    <NA>           1-2 
## 7812  150,000-199,999              > 100,000          10-20 
## 7813    80,000-89,999                      0           5-10 
## 7814      5,000-7,499                    1-99           3-5 
## 7815    90,000-99,999                      0           5-10 
## 7816    30,000-39,999              1000-9,999           1-2 
## 7817    90,000-99,999              1000-9,999           1-2 
## 7818             <NA>                    <NA>           < 1 
## 7819      5,000-7,499                 100-999           1-2 
## 7820            0-999                      0            < 1 
## 7821            0-999                      0            < 1 
## 7822    10,000-14,999                      0           5-10 
## 7823            0-999                 100-999           3-5 
## 7824  125,000-149,999              1000-9,999           3-5 
## 7825    20,000-24,999                    1-99           3-5 
## 7826    40,000-49,999                      0            1-2 
## 7827    20,000-24,999                    1-99           1-2 
## 7828    25,000-29,999                 100-999           3-5 
## 7829    50,000-59,999                      0            1-2 
## 7830      7,500-9,999                      0            3-5 
## 7831    90,000-99,999                      0            3-5 
## 7832    10,000-14,999                 100-999           < 1 
## 7833             <NA>                    <NA>           1-2 
## 7834    10,000-14,999              1000-9,999          5-10 
## 7835    20,000-24,999                 100-999           20+ 
## 7836             <NA>                    <NA>           1-2 
## 7837    25,000-29,999                 100-999           3-5 
## 7838    50,000-59,999                      0            3-5 
## 7839  100,000-124,999           10,000-99,999           3-5 
## 7840    15,000-19,999                    1-99           1-2 
## 7841             <NA>                    <NA>           < 1 
## 7842    50,000-59,999                 100-999          5-10 
## 7843            0-999                      0            None
## 7844             <NA>                    <NA>           None
## 7845    10,000-14,999                 100-999           < 1 
## 7846    50,000-59,999           10,000-99,999           3-5 
## 7847    30,000-39,999              1000-9,999           3-5 
## 7848    30,000-39,999                      0            1-2 
## 7849             <NA>                    <NA>           < 1 
## 7850    60,000-69,999              1000-9,999          5-10 
## 7851    90,000-99,999                 100-999         10-20 
## 7852      2,000-2,999                    1-99           < 1 
## 7853    70,000-79,999              > 100,000          10-20 
## 7854    60,000-69,999              1000-9,999          5-10 
## 7855    30,000-39,999                      0            1-2 
## 7856  100,000-124,999              1000-9,999          5-10 
## 7857  125,000-149,999              1000-9,999           20+ 
## 7858    40,000-49,999                 100-999           3-5 
## 7859  125,000-149,999           10,000-99,999           20+ 
## 7860             <NA>                    <NA>           < 1 
## 7861            0-999                    1-99           < 1 
## 7862  100,000-124,999              1000-9,999           3-5 
## 7863             <NA>                    <NA>           < 1 
## 7864    15,000-19,999                    1-99           1-2 
## 7865             <NA>                    <NA>           < 1 
## 7866    80,000-89,999                 100-999           < 1 
## 7867             <NA>                    <NA>           < 1 
## 7868    70,000-79,999                      0            None
## 7869            0-999                    1-99           3-5 
## 7870    40,000-49,999           10,000-99,999           3-5 
## 7871    20,000-24,999                 100-999           < 1 
## 7872             <NA>                    <NA>           1-2 
## 7873    60,000-69,999                      0           5-10 
## 7874    30,000-39,999                    1-99         10-20 
## 7875  125,000-149,999                    1-99           20+ 
## 7876             <NA>                    <NA>           3-5 
## 7877  125,000-149,999                      0            20+ 
## 7878             <NA>                    <NA>           1-2 
## 7879             <NA>                    <NA>           3-5 
## 7880      2,000-2,999                 100-999           3-5 
## 7881    25,000-29,999                 100-999           1-2 
## 7882    70,000-79,999           10,000-99,999           3-5 
## 7883    10,000-14,999                      0            3-5 
## 7884             <NA>                    <NA>           3-5 
## 7885    60,000-69,999                      0            < 1 
## 7886    70,000-79,999              1000-9,999           < 1 
## 7887  100,000-124,999                      0           5-10 
## 7888             <NA>                    <NA>           < 1 
## 7889      2,000-2,999           10,000-99,999          5-10 
## 7890             <NA>                    <NA>          5-10 
## 7891    10,000-14,999              > 100,000            1-2 
## 7892             <NA>                    <NA>           None
## 7893             <NA>                    <NA>           1-2 
## 7894      5,000-7,499              1000-9,999           1-2 
## 7895  125,000-149,999                      0            20+ 
## 7896             <NA>                    <NA>           3-5 
## 7897             <NA>                    <NA>           < 1 
## 7898      1,000-1,999                      0            < 1 
## 7899             <NA>                    <NA>           1-2 
## 7900    10,000-14,999                      0            1-2 
## 7901    80,000-89,999                      0            3-5 
## 7902    15,000-19,999                 100-999           1-2 
## 7903            0-999              > 100,000            1-2 
## 7904  100,000-124,999                      0            3-5 
## 7905  125,000-149,999              1000-9,999           1-2 
## 7906    60,000-69,999           10,000-99,999          5-10 
## 7907             <NA>                    <NA>          5-10 
## 7908    20,000-24,999                    1-99           1-2 
## 7909    30,000-39,999              1000-9,999         10-20 
## 7910    40,000-49,999                      0            1-2 
## 7911    60,000-69,999              > 100,000            3-5 
## 7912    30,000-39,999                 100-999           3-5 
## 7913             <NA>                    <NA>           1-2 
## 7914             <NA>                    <NA>           1-2 
## 7915  100,000-124,999           10,000-99,999           3-5 
## 7916    40,000-49,999                      0            1-2 
## 7917             <NA>                    <NA>           3-5 
## 7918    40,000-49,999              1000-9,999          5-10 
## 7919    25,000-29,999                    1-99           1-2 
## 7920             <NA>                    <NA>           < 1 
## 7921    70,000-79,999                 100-999          5-10 
## 7922            0-999              1000-9,999           20+ 
## 7923  125,000-149,999           10,000-99,999           1-2 
## 7924    25,000-29,999                 100-999           3-5 
## 7925    50,000-59,999                 100-999           1-2 
## 7926  100,000-124,999                      0            20+ 
## 7927    90,000-99,999           10,000-99,999         10-20 
## 7928    10,000-14,999              1000-9,999           3-5 
## 7929    30,000-39,999                    1-99          5-10 
## 7930            0-999              1000-9,999          5-10 
## 7931      7,500-9,999              1000-9,999           < 1 
## 7932      5,000-7,499                 100-999          5-10 
## 7933      1,000-1,999                 100-999           3-5 
## 7934             <NA>                    <NA>           3-5 
## 7935             <NA>                    <NA>           < 1 
## 7936    40,000-49,999                      0            3-5 
## 7937    60,000-69,999           10,000-99,999         10-20 
## 7938      1,000-1,999                      0            1-2 
## 7939  150,000-199,999                      0            20+ 
## 7940    30,000-39,999                 100-999          5-10 
## 7941      5,000-7,499              1000-9,999           < 1 
## 7942    70,000-79,999              1000-9,999           3-5 
## 7943             <NA>                    <NA>           1-2 
## 7944    50,000-59,999              1000-9,999          5-10 
## 7945             <NA>                    <NA>           1-2 
## 7946             <NA>                    <NA>           < 1 
## 7947    80,000-89,999                      0            3-5 
## 7948      3,000-3,999              1000-9,999         10-20 
## 7949    30,000-39,999              1000-9,999           1-2 
## 7950  150,000-199,999                      0            20+ 
## 7951  150,000-199,999              1000-9,999          5-10 
## 7952    80,000-89,999                 100-999          5-10 
## 7953      2,000-2,999                      0            < 1 
## 7954    50,000-59,999              1000-9,999           3-5 
## 7955    80,000-89,999                      0            3-5 
## 7956             <NA>                    <NA>           < 1 
## 7957    80,000-89,999              1000-9,999           3-5 
## 7958             <NA>                    <NA>           < 1 
## 7959      3,000-3,999              1000-9,999           3-5 
## 7960    50,000-59,999                      0           5-10 
## 7961      1,000-1,999                    1-99           1-2 
## 7962  125,000-149,999              1000-9,999          5-10 
## 7963             <NA>                    <NA>           1-2 
## 7964    25,000-29,999              > 100,000            1-2 
## 7965    10,000-14,999                    1-99           20+ 
## 7966    60,000-69,999                      0            1-2 
## 7967  125,000-149,999                 100-999           < 1 
## 7968  100,000-124,999              > 100,000           5-10 
## 7969    70,000-79,999              > 100,000            1-2 
## 7970            0-999                      0            3-5 
## 7971  200,000-249,999                      0            < 1 
## 7972      7,500-9,999                    1-99          5-10 
## 7973  200,000-249,999                      0           5-10 
## 7974    90,000-99,999                 100-999          5-10 
## 7975    60,000-69,999           10,000-99,999           3-5 
## 7976    20,000-24,999                 100-999           3-5 
## 7977    70,000-79,999              1000-9,999          5-10 
## 7978    70,000-79,999              1000-9,999          5-10 
## 7979      5,000-7,499                 100-999           3-5 
## 7980            0-999                 100-999           3-5 
## 7981      3,000-3,999              1000-9,999           < 1 
## 7982             <NA>                    <NA>          5-10 
## 7983  125,000-149,999           10,000-99,999           3-5 
## 7984    60,000-69,999                 100-999           3-5 
## 7985             <NA>                    <NA>           1-2 
## 7986      1,000-1,999                      0            1-2 
## 7987  150,000-199,999                      0           5-10 
## 7988             <NA>                    <NA>           None
## 7989    10,000-14,999                 100-999           < 1 
## 7990    20,000-24,999              1000-9,999           3-5 
## 7991    90,000-99,999                 100-999           3-5 
## 7992             <NA>                    <NA>           3-5 
## 7993             <NA>                    <NA>           < 1 
## 7994             <NA>                    <NA>           1-2 
## 7995  100,000-124,999                 100-999           3-5 
## 7996    90,000-99,999              1000-9,999           3-5 
## 7997    30,000-39,999           10,000-99,999          5-10 
## 7998    50,000-59,999                      0            3-5 
## 7999    40,000-49,999                 100-999           < 1 
## 8000  100,000-124,999              1000-9,999           3-5 
## 8001    15,000-19,999                      0            < 1 
## 8002            0-999                      0            20+ 
## 8003  200,000-249,999           10,000-99,999          5-10 
## 8004      5,000-7,499                      0            3-5 
## 8005    15,000-19,999                 100-999         10-20 
## 8006  150,000-199,999              > 100,000           5-10 
## 8007             <NA>                    <NA>           None
## 8008    50,000-59,999                      0            < 1 
## 8009      7,500-9,999                      0            1-2 
## 8010             <NA>                    <NA>           1-2 
## 8011      1,000-1,999                    1-99           < 1 
## 8012             <NA>                    <NA>          5-10 
## 8013      7,500-9,999                 100-999          5-10 
## 8014             <NA>                    <NA>           1-2 
## 8015    30,000-39,999                 100-999           3-5 
## 8016      1,000-1,999                    1-99           1-2 
## 8017             <NA>                    <NA>           1-2 
## 8018      4,000-4,999                      0            1-2 
## 8019  150,000-199,999              > 100,000            20+ 
## 8020      5,000-7,499                 100-999           < 1 
## 8021             <NA>                    <NA>           3-5 
## 8022  100,000-124,999           10,000-99,999           3-5 
## 8023      4,000-4,999                      0            < 1 
## 8024  125,000-149,999              > 100,000            20+ 
## 8025    60,000-69,999                      0            3-5 
## 8026      1,000-1,999                      0           5-10 
## 8027    40,000-49,999                      0            3-5 
## 8028    20,000-24,999                      0            3-5 
## 8029      7,500-9,999                    1-99           3-5 
## 8030    25,000-29,999              1000-9,999           1-2 
## 8031      7,500-9,999                      0            < 1 
## 8032      1,000-1,999                      0            < 1 
## 8033    50,000-59,999                      0            None
## 8034    20,000-24,999           10,000-99,999         10-20 
## 8035    30,000-39,999                    1-99           3-5 
## 8036    30,000-39,999                 100-999         10-20 
## 8037    30,000-39,999                      0            3-5 
## 8038  100,000-124,999                    1-99           1-2 
## 8039    10,000-14,999                 100-999           1-2 
## 8040             <NA>                    <NA>           3-5 
## 8041      3,000-3,999                      0            3-5 
## 8042    40,000-49,999           10,000-99,999           < 1 
## 8043             <NA>                    <NA>           < 1 
## 8044    10,000-14,999                      0            20+ 
## 8045             <NA>                    <NA>           < 1 
## 8046             <NA>                    <NA>           None
## 8047            0-999                      0            3-5 
## 8048  100,000-124,999              1000-9,999           3-5 
## 8049    70,000-79,999              1000-9,999           1-2 
## 8050  150,000-199,999                      0          10-20 
## 8051      7,500-9,999              1000-9,999           1-2 
## 8052    40,000-49,999           10,000-99,999           20+ 
## 8053  200,000-249,999              > 100,000           5-10 
## 8054    90,000-99,999                    1-99         10-20 
## 8055            0-999                    1-99           3-5 
## 8056            0-999                      0            1-2 
## 8057      5,000-7,499                      0            < 1 
## 8058    50,000-59,999                      0            None
## 8059    80,000-89,999           10,000-99,999           1-2 
## 8060    30,000-39,999           10,000-99,999          5-10 
## 8061             <NA>                    <NA>           < 1 
## 8062  300,000-500,000                 100-999           1-2 
## 8063            0-999                    1-99           None
## 8064    50,000-59,999                    1-99           3-5 
## 8065    30,000-39,999                 100-999           1-2 
## 8066  150,000-199,999              1000-9,999          5-10 
## 8067  100,000-124,999              1000-9,999           3-5 
## 8068    10,000-14,999              1000-9,999          5-10 
## 8069            0-999                      0            < 1 
## 8070             <NA>                    <NA>           3-5 
## 8071            0-999                      0            < 1 
## 8072    70,000-79,999              1000-9,999           1-2 
## 8073    90,000-99,999                      0            1-2 
## 8074             <NA>                    <NA>           < 1 
## 8075    90,000-99,999                      0            < 1 
## 8076    25,000-29,999                 100-999           1-2 
## 8077             <NA>                    <NA>           < 1 
## 8078    90,000-99,999                      0            3-5 
## 8079    25,000-29,999                 100-999           3-5 
## 8080             <NA>                    <NA>           < 1 
## 8081            0-999                 100-999           None
## 8082  125,000-149,999              > 100,000           5-10 
## 8083             <NA>                    <NA>           1-2 
## 8084             <NA>                    <NA>           3-5 
## 8085    40,000-49,999                      0            < 1 
## 8086             <NA>                    <NA>         10-20 
## 8087    80,000-89,999              1000-9,999         10-20 
## 8088    80,000-89,999              1000-9,999           3-5 
## 8089  100,000-124,999                      0            3-5 
## 8090    20,000-24,999              1000-9,999           3-5 
## 8091      2,000-2,999                    1-99           3-5 
## 8092  300,000-500,000           10,000-99,999          5-10 
## 8093             <NA>                    <NA>           < 1 
## 8094    40,000-49,999                      0            1-2 
## 8095            0-999                    1-99           None
## 8096    30,000-39,999                 100-999           3-5 
## 8097      5,000-7,499                 100-999           1-2 
## 8098      7,500-9,999                      0            < 1 
## 8099    10,000-14,999                      0            < 1 
## 8100    80,000-89,999                      0            3-5 
## 8101      7,500-9,999                      0            1-2 
## 8102  125,000-149,999                 100-999         10-20 
## 8103             <NA>                    <NA>           1-2 
## 8104    50,000-59,999                 100-999           3-5 
## 8105    40,000-49,999                 100-999         10-20 
## 8106    25,000-29,999                      0            3-5 
## 8107    50,000-59,999              1000-9,999         10-20 
## 8108  100,000-124,999              1000-9,999          5-10 
## 8109    80,000-89,999              > 100,000           5-10 
## 8110      2,000-2,999                      0            1-2 
## 8111    50,000-59,999           10,000-99,999           1-2 
## 8112    60,000-69,999              > 100,000            3-5 
## 8113  100,000-124,999              1000-9,999           3-5 
## 8114            0-999                    1-99         10-20 
## 8115  100,000-124,999              > 100,000            3-5 
## 8116    10,000-14,999              1000-9,999           3-5 
## 8117    50,000-59,999                      0            < 1 
## 8118    70,000-79,999                 100-999           None
## 8119             <NA>                    <NA>           1-2 
## 8120    10,000-14,999                      0            < 1 
## 8121  100,000-124,999              1000-9,999          5-10 
## 8122            0-999                      0            < 1 
## 8123             <NA>                    <NA>           3-5 
## 8124             <NA>                    <NA>           3-5 
## 8125      3,000-3,999                 100-999           < 1 
## 8126  100,000-124,999                    1-99         10-20 
## 8127    15,000-19,999           10,000-99,999          5-10 
## 8128  100,000-124,999              > 100,000            1-2 
## 8129    15,000-19,999                      0            < 1 
## 8130             <NA>                    <NA>           None
## 8131  100,000-124,999              1000-9,999           3-5 
## 8132  100,000-124,999           10,000-99,999           20+ 
## 8133  100,000-124,999              1000-9,999           3-5 
## 8134             <NA>                    <NA>           3-5 
## 8135             <NA>                    <NA>           1-2 
## 8136  150,000-199,999              1000-9,999          5-10 
## 8137             <NA>                    <NA>           < 1 
## 8138      1,000-1,999                    1-99           < 1 
## 8139  125,000-149,999                 100-999          5-10 
## 8140    25,000-29,999              1000-9,999           1-2 
## 8141  150,000-199,999              1000-9,999           1-2 
## 8142  100,000-124,999              > 100,000           5-10 
## 8143    40,000-49,999                 100-999           1-2 
## 8144    20,000-24,999              1000-9,999          5-10 
## 8145    70,000-79,999           10,000-99,999          5-10 
## 8146  100,000-124,999                 100-999         10-20 
## 8147            0-999              1000-9,999           3-5 
## 8148             <NA>                    <NA>           < 1 
## 8149            0-999                 100-999           < 1 
## 8150    25,000-29,999                      0           5-10 
## 8151    50,000-59,999           10,000-99,999           3-5 
## 8152             <NA>                    <NA>           < 1 
## 8153             <NA>                    <NA>           < 1 
## 8154    70,000-79,999                    1-99           3-5 
## 8155      3,000-3,999                 100-999           3-5 
## 8156             <NA>                    <NA>           None
## 8157    70,000-79,999                 100-999           3-5 
## 8158      2,000-2,999                      0            1-2 
## 8159  100,000-124,999              > 100,000           5-10 
## 8160      7,500-9,999              1000-9,999           1-2 
## 8161  150,000-199,999           10,000-99,999          5-10 
## 8162    70,000-79,999              1000-9,999           3-5 
## 8163      4,000-4,999                      0            1-2 
## 8164      2,000-2,999                    1-99           3-5 
## 8165    25,000-29,999                      0            1-2 
## 8166             <NA>                    <NA>           < 1 
## 8167             <NA>                    <NA>           3-5 
## 8168    20,000-24,999                 100-999          5-10 
## 8169  125,000-149,999              1000-9,999           1-2 
## 8170    15,000-19,999              1000-9,999           3-5 
## 8171             <NA>                    <NA>           < 1 
## 8172            0-999           10,000-99,999           3-5 
## 8173  125,000-149,999              1000-9,999           1-2 
## 8174    30,000-39,999              > 100,000            20+ 
## 8175             <NA>                    <NA>           1-2 
## 8176    90,000-99,999                    1-99           3-5 
## 8177  150,000-199,999           10,000-99,999         10-20 
## 8178    90,000-99,999                      0            3-5 
## 8179      3,000-3,999                 100-999           3-5 
## 8180      1,000-1,999                    1-99           3-5 
## 8181    30,000-39,999                      0            < 1 
## 8182      2,000-2,999                 100-999           1-2 
## 8183             <NA>                    <NA>           < 1 
## 8184             <NA>                    <NA>           < 1 
## 8185            0-999                    1-99           1-2 
## 8186    50,000-59,999                 100-999           3-5 
## 8187    60,000-69,999                      0            3-5 
## 8188    60,000-69,999                      0            None
## 8189  125,000-149,999                      0          10-20 
## 8190             <NA>                    <NA>           1-2 
## 8191             <NA>                    <NA>           3-5 
## 8192      5,000-7,499                      0            None
## 8193    70,000-79,999                      0            < 1 
## 8194    80,000-89,999                 100-999           1-2 
## 8195  100,000-124,999              1000-9,999           3-5 
## 8196  100,000-124,999                 100-999         10-20 
## 8197  200,000-249,999              1000-9,999          5-10 
## 8198      2,000-2,999              1000-9,999           None
## 8199    50,000-59,999                      0            3-5 
## 8200             <NA>                    <NA>           None
## 8201    10,000-14,999                      0            20+ 
## 8202             <NA>                    <NA>           3-5 
## 8203      1,000-1,999                      0            1-2 
## 8204    10,000-14,999              1000-9,999           1-2 
## 8205    80,000-89,999              > 100,000            1-2 
## 8206    30,000-39,999              1000-9,999           < 1 
## 8207  250,000-299,999              > 100,000            3-5 
## 8208            0-999                      0            3-5 
## 8209             <NA>                    <NA>           1-2 
## 8210    20,000-24,999           10,000-99,999          5-10 
## 8211            0-999              1000-9,999           3-5 
## 8212  125,000-149,999              1000-9,999          5-10 
## 8213    70,000-79,999                      0            3-5 
## 8214    80,000-89,999           10,000-99,999           3-5 
## 8215  100,000-124,999                 100-999           20+ 
## 8216             <NA>                    <NA>           1-2 
## 8217    90,000-99,999              > 100,000          10-20 
## 8218  125,000-149,999              > 100,000           5-10 
## 8219  300,000-500,000                      0            20+ 
## 8220    30,000-39,999                    1-99           20+ 
## 8221             <NA>                    <NA>           None
## 8222            0-999                 100-999           < 1 
## 8223    50,000-59,999              > 100,000            3-5 
## 8224    50,000-59,999           10,000-99,999           3-5 
## 8225             <NA>                    <NA>           1-2 
## 8226  150,000-199,999              > 100,000          10-20 
## 8227    40,000-49,999              1000-9,999           1-2 
## 8228             <NA>                    <NA>           1-2 
## 8229    25,000-29,999                      0            1-2 
## 8230    70,000-79,999                    1-99          5-10 
## 8231    80,000-89,999           10,000-99,999           1-2 
## 8232      7,500-9,999                      0            1-2 
## 8233    40,000-49,999              1000-9,999           3-5 
## 8234  150,000-199,999              > 100,000            20+ 
## 8235    10,000-14,999                 100-999           3-5 
## 8236  100,000-124,999           10,000-99,999           3-5 
## 8237  100,000-124,999                      0           5-10 
## 8238             <NA>                    <NA>           None
## 8239    80,000-89,999                      0          10-20 
## 8240      3,000-3,999                 100-999           1-2 
## 8241  150,000-199,999           10,000-99,999         10-20 
## 8242    20,000-24,999                 100-999          5-10 
## 8243  200,000-249,999                      0            3-5 
## 8244            0-999                 100-999           1-2 
## 8245    30,000-39,999                 100-999           3-5 
## 8246    40,000-49,999                      0            < 1 
## 8247             <NA>                    <NA>           1-2 
## 8248             <NA>                    <NA>           < 1 
## 8249  100,000-124,999              > 100,000          10-20 
## 8250             <NA>                    <NA>           1-2 
## 8251      2,000-2,999                      0            1-2 
## 8252      3,000-3,999              1000-9,999           1-2 
## 8253  200,000-249,999                      0            20+ 
## 8254    20,000-24,999                 100-999           3-5 
## 8255  150,000-199,999              1000-9,999         10-20 
## 8256  100,000-124,999              > 100,000           5-10 
## 8257             <NA>                    <NA>           20+ 
## 8258      5,000-7,499           10,000-99,999           3-5 
## 8259    15,000-19,999                    1-99          5-10 
## 8260    70,000-79,999                      0           5-10 
## 8261             <NA>                    <NA>           < 1 
## 8262    90,000-99,999              1000-9,999           1-2 
## 8263    20,000-24,999                      0            < 1 
## 8264  125,000-149,999                 100-999         10-20 
## 8265    50,000-59,999                      0            1-2 
## 8266             <NA>                    <NA>           1-2 
## 8267  100,000-124,999              > 100,000            3-5 
## 8268             <NA>                    <NA>           1-2 
## 8269    20,000-24,999                      0            < 1 
## 8270             <NA>                    <NA>           1-2 
## 8271    50,000-59,999                      0            3-5 
## 8272    40,000-49,999                      0            < 1 
## 8273    10,000-14,999                      0            1-2 
## 8274             <NA>                    <NA>           < 1 
## 8275        > 500,000              > 100,000          10-20 
## 8276    30,000-39,999                      0            3-5 
## 8277  100,000-124,999              > 100,000           5-10 
## 8278  100,000-124,999           10,000-99,999         10-20 
## 8279    70,000-79,999                 100-999           3-5 
## 8280             <NA>                    <NA>           1-2 
## 8281             <NA>                    <NA>           < 1 
## 8282    60,000-69,999                      0            1-2 
## 8283  100,000-124,999                 100-999           3-5 
## 8284  100,000-124,999                      0            1-2 
## 8285    70,000-79,999                    1-99           3-5 
## 8286  150,000-199,999              1000-9,999           3-5 
## 8287             <NA>                    <NA>           < 1 
## 8288             <NA>                    <NA>           3-5 
## 8289    30,000-39,999                    1-99           3-5 
## 8290    80,000-89,999              1000-9,999         10-20 
## 8291    25,000-29,999              1000-9,999           3-5 
## 8292             <NA>                    <NA>           1-2 
## 8293    60,000-69,999              > 100,000            1-2 
## 8294    40,000-49,999                 100-999          5-10 
## 8295  150,000-199,999              1000-9,999           3-5 
## 8296      1,000-1,999                      0            < 1 
## 8297      1,000-1,999                 100-999           3-5 
## 8298  100,000-124,999                      0            1-2 
## 8299  200,000-249,999                      0            20+ 
## 8300  125,000-149,999              > 100,000            3-5 
## 8301             <NA>                    <NA>           < 1 
## 8302    15,000-19,999                    1-99           < 1 
## 8303            0-999                    1-99           < 1 
## 8304             <NA>                    <NA>           1-2 
## 8305    10,000-14,999                    1-99           1-2 
## 8306             <NA>                    <NA>           < 1 
## 8307    80,000-89,999                      0           5-10 
## 8308      3,000-3,999              1000-9,999           1-2 
## 8309             <NA>                    <NA>           1-2 
## 8310            0-999                      0            < 1 
## 8311    70,000-79,999                    1-99           < 1 
## 8312    10,000-14,999                    1-99           3-5 
## 8313    20,000-24,999           10,000-99,999          5-10 
## 8314    60,000-69,999              1000-9,999           3-5 
## 8315      4,000-4,999                 100-999           < 1 
## 8316            0-999                      0            < 1 
## 8317  100,000-124,999              1000-9,999           1-2 
## 8318    10,000-14,999                 100-999           1-2 
## 8319    60,000-69,999                      0            < 1 
## 8320    30,000-39,999              1000-9,999           < 1 
## 8321             <NA>                    <NA>           < 1 
## 8322             <NA>                    <NA>           1-2 
## 8323    50,000-59,999                 100-999         10-20 
## 8324             <NA>                    <NA>           1-2 
## 8325    80,000-89,999                    1-99           < 1 
## 8326             <NA>                    <NA>           < 1 
## 8327  100,000-124,999                 100-999          5-10 
## 8328    60,000-69,999              > 100,000           5-10 
## 8329            0-999                      0            3-5 
## 8330             <NA>                    <NA>           1-2 
## 8331    10,000-14,999                      0            3-5 
## 8332      1,000-1,999                 100-999           < 1 
## 8333    10,000-14,999                      0            1-2 
## 8334    90,000-99,999              > 100,000            < 1 
## 8335             <NA>                    <NA>           3-5 
## 8336    40,000-49,999                 100-999           3-5 
## 8337    20,000-24,999                 100-999           3-5 
## 8338      2,000-2,999              1000-9,999           1-2 
## 8339    70,000-79,999                    1-99           3-5 
## 8340            0-999                    1-99           1-2 
## 8341             <NA>                    <NA>           < 1 
## 8342    40,000-49,999              1000-9,999           3-5 
## 8343    30,000-39,999                    1-99           1-2 
## 8344    10,000-14,999              1000-9,999           1-2 
## 8345            0-999                      0            1-2 
## 8346            0-999                    1-99           < 1 
## 8347  100,000-124,999                 100-999           < 1 
## 8348            0-999                      0            < 1 
## 8349             <NA>                    <NA>           < 1 
## 8350             <NA>                    <NA>           < 1 
## 8351             <NA>                    <NA>           < 1 
## 8352            0-999                    1-99           3-5 
## 8353    50,000-59,999                 100-999          5-10 
## 8354            0-999                 100-999           None
## 8355    90,000-99,999                 100-999          5-10 
## 8356             <NA>                    <NA>           1-2 
## 8357  125,000-149,999                      0            1-2 
## 8358             <NA>                    <NA>           3-5 
## 8359      7,500-9,999                 100-999           < 1 
## 8360  100,000-124,999                 100-999           3-5 
## 8361  150,000-199,999           10,000-99,999         10-20 
## 8362    10,000-14,999                 100-999           1-2 
## 8363    50,000-59,999              > 100,000           5-10 
## 8364    70,000-79,999                      0            < 1 
## 8365             <NA>                    <NA>           1-2 
## 8366             <NA>                    <NA>          5-10 
## 8367    80,000-89,999              1000-9,999          5-10 
## 8368    10,000-14,999              > 100,000          10-20 
## 8369  200,000-249,999              1000-9,999           1-2 
## 8370      1,000-1,999                    1-99           1-2 
## 8371  100,000-124,999                 100-999         10-20 
## 8372      7,500-9,999                 100-999           3-5 
## 8373      2,000-2,999                      0            < 1 
## 8374             <NA>                    <NA>           None
## 8375    60,000-69,999           10,000-99,999          5-10 
## 8376      5,000-7,499              1000-9,999           1-2 
## 8377  100,000-124,999                      0            < 1 
## 8378             <NA>                    <NA>           3-5 
## 8379             <NA>                    <NA>           3-5 
## 8380             <NA>                    <NA>           < 1 
## 8381      1,000-1,999                    1-99           1-2 
## 8382             <NA>                    <NA>           None
## 8383             <NA>                    <NA>          5-10 
## 8384    60,000-69,999                      0            3-5 
## 8385    40,000-49,999              > 100,000          10-20 
## 8386  250,000-299,999              > 100,000            3-5 
## 8387            0-999                 100-999           < 1 
## 8388  125,000-149,999                      0            20+ 
## 8389      7,500-9,999                 100-999           1-2 
## 8390  100,000-124,999              1000-9,999          5-10 
## 8391    70,000-79,999                    1-99           1-2 
## 8392             <NA>                    <NA>           < 1 
## 8393    60,000-69,999                 100-999         10-20 
## 8394    30,000-39,999              1000-9,999          5-10 
## 8395             <NA>                    <NA>           < 1 
## 8396    90,000-99,999              1000-9,999           1-2 
## 8397      1,000-1,999                    1-99           < 1 
## 8398    50,000-59,999                      0            1-2 
## 8399    50,000-59,999                 100-999           3-5 
## 8400    10,000-14,999              1000-9,999           3-5 
## 8401    80,000-89,999              > 100,000            None
## 8402    90,000-99,999                      0          10-20 
## 8403    70,000-79,999                      0            3-5 
## 8404    60,000-69,999                      0            1-2 
## 8405    30,000-39,999                      0           5-10 
## 8406  125,000-149,999              > 100,000            1-2 
## 8407      7,500-9,999                      0            1-2 
## 8408            0-999                      0            < 1 
## 8409    15,000-19,999                 100-999           < 1 
## 8410            0-999                      0            3-5 
## 8411    50,000-59,999           10,000-99,999           1-2 
## 8412  300,000-500,000           10,000-99,999           1-2 
## 8413    25,000-29,999                      0            20+ 
## 8414    25,000-29,999                      0            1-2 
## 8415    40,000-49,999                    1-99          5-10 
## 8416      1,000-1,999                      0            < 1 
## 8417  125,000-149,999              > 100,000            20+ 
## 8418             <NA>                    <NA>           None
## 8419             <NA>                    <NA>           3-5 
## 8420             <NA>                    <NA>           1-2 
## 8421    90,000-99,999              1000-9,999         10-20 
## 8422            0-999           10,000-99,999         10-20 
## 8423             <NA>                    <NA>          5-10 
## 8424    10,000-14,999                    1-99           < 1 
## 8425             <NA>                    <NA>           20+ 
## 8426    15,000-19,999           10,000-99,999          5-10 
## 8427             <NA>                    <NA>           < 1 
## 8428    60,000-69,999                 100-999           3-5 
## 8429             <NA>                    <NA>           20+ 
## 8430  150,000-199,999              > 100,000            20+ 
## 8431  100,000-124,999                      0            3-5 
## 8432    50,000-59,999                      0            3-5 
## 8433  150,000-199,999              > 100,000          10-20 
## 8434    80,000-89,999                 100-999          5-10 
## 8435    40,000-49,999                      0            < 1 
## 8436  125,000-149,999              1000-9,999           1-2 
## 8437    20,000-24,999                      0            3-5 
## 8438             <NA>                    <NA>           3-5 
## 8439             <NA>                    <NA>           < 1 
## 8440  125,000-149,999              1000-9,999           3-5 
## 8441    60,000-69,999           10,000-99,999           < 1 
## 8442      4,000-4,999                      0           5-10 
## 8443  150,000-199,999              1000-9,999           3-5 
## 8444  150,000-199,999              > 100,000           5-10 
## 8445    25,000-29,999              1000-9,999           3-5 
## 8446            0-999                    1-99           < 1 
## 8447    50,000-59,999              > 100,000            3-5 
## 8448    70,000-79,999                      0            1-2 
## 8449    25,000-29,999              1000-9,999           3-5 
## 8450             <NA>                    <NA>           < 1 
## 8451    40,000-49,999              1000-9,999           1-2 
## 8452      2,000-2,999                    1-99           < 1 
## 8453    80,000-89,999              1000-9,999         10-20 
## 8454    50,000-59,999                    1-99           1-2 
## 8455  150,000-199,999                      0            20+ 
## 8456             <NA>                    <NA>           1-2 
## 8457             <NA>                    <NA>           < 1 
## 8458  125,000-149,999                      0          10-20 
## 8459             <NA>                    <NA>           < 1 
## 8460    90,000-99,999                      0            < 1 
## 8461             <NA>                    <NA>           < 1 
## 8462    50,000-59,999           10,000-99,999          5-10 
## 8463    50,000-59,999                 100-999           1-2 
## 8464  100,000-124,999              1000-9,999           20+ 
## 8465    90,000-99,999                 100-999          5-10 
## 8466    70,000-79,999              > 100,000            3-5 
## 8467             <NA>                    <NA>           < 1 
## 8468    90,000-99,999                      0            None
## 8469             <NA>                    <NA>           None
## 8470  150,000-199,999           10,000-99,999           20+ 
## 8471  150,000-199,999           10,000-99,999           3-5 
## 8472  150,000-199,999              1000-9,999           3-5 
## 8473    30,000-39,999                    1-99          5-10 
## 8474             <NA>                    <NA>           3-5 
## 8475            0-999           10,000-99,999           20+ 
## 8476    15,000-19,999                      0           5-10 
## 8477  200,000-249,999              > 100,000            20+ 
## 8478    60,000-69,999                 100-999          5-10 
## 8479            0-999                    1-99           < 1 
## 8480    50,000-59,999                    1-99           < 1 
## 8481  100,000-124,999              > 100,000            3-5 
## 8482            0-999                      0            < 1 
## 8483        > 500,000                      0            None
## 8484    80,000-89,999                    1-99         10-20 
## 8485            0-999                      0            20+ 
## 8486  100,000-124,999                      0            None
## 8487             <NA>                    <NA>           1-2 
## 8488    40,000-49,999                    1-99          5-10 
## 8489    40,000-49,999              1000-9,999           1-2 
## 8490             <NA>                    <NA>           None
## 8491  100,000-124,999                 100-999           3-5 
## 8492             <NA>                    <NA>           < 1 
## 8493  150,000-199,999              > 100,000          10-20 
## 8494    30,000-39,999                 100-999           1-2 
## 8495    70,000-79,999                      0          10-20 
## 8496             <NA>                    <NA>           < 1 
## 8497            0-999                 100-999           1-2 
## 8498            0-999                 100-999           < 1 
## 8499      1,000-1,999              1000-9,999           < 1 
## 8500  150,000-199,999           10,000-99,999          5-10 
## 8501  150,000-199,999                      0          10-20 
## 8502    80,000-89,999           10,000-99,999           20+ 
## 8503             <NA>                    <NA>           3-5 
## 8504    10,000-14,999              > 100,000            < 1 
## 8505             <NA>                    <NA>           3-5 
## 8506    70,000-79,999                      0            3-5 
## 8507    20,000-24,999                 100-999          5-10 
## 8508             <NA>                    <NA>           1-2 
## 8509      7,500-9,999                 100-999          5-10 
## 8510        > 500,000              > 100,000           5-10 
## 8511        > 500,000                 100-999           20+ 
## 8512             <NA>                    <NA>           3-5 
## 8513  125,000-149,999              > 100,000            20+ 
## 8514            0-999                    1-99           1-2 
## 8515    20,000-24,999                 100-999         10-20 
## 8516  150,000-199,999                 100-999           None
## 8517      1,000-1,999              1000-9,999           1-2 
## 8518  100,000-124,999                      0           5-10 
## 8519             <NA>                    <NA>           1-2 
## 8520  150,000-199,999              > 100,000            3-5 
## 8521             <NA>                    <NA>           < 1 
## 8522    40,000-49,999                      0            3-5 
## 8523    50,000-59,999           10,000-99,999          5-10 
## 8524             <NA>                    <NA>           < 1 
## 8525    80,000-89,999           10,000-99,999           None
## 8526             <NA>                    <NA>           3-5 
## 8527    50,000-59,999                      0            < 1 
## 8528             <NA>                    <NA>           < 1 
## 8529             <NA>                    <NA>           < 1 
## 8530    70,000-79,999                      0           5-10 
## 8531    20,000-24,999           10,000-99,999           < 1 
## 8532    20,000-24,999                    1-99          5-10 
## 8533    10,000-14,999              1000-9,999           < 1 
## 8534      2,000-2,999              1000-9,999           < 1 
## 8535  125,000-149,999           10,000-99,999         10-20 
## 8536  150,000-199,999                      0          10-20 
## 8537  300,000-500,000              > 100,000            20+ 
## 8538             <NA>                    <NA>           < 1 
## 8539             <NA>                    <NA>           1-2 
## 8540    80,000-89,999           10,000-99,999           20+ 
## 8541      3,000-3,999           10,000-99,999           3-5 
## 8542  150,000-199,999           10,000-99,999         10-20 
## 8543             <NA>                    <NA>           < 1 
## 8544             <NA>                    <NA>           None
## 8545    15,000-19,999                 100-999           < 1 
## 8546    50,000-59,999                      0           5-10 
## 8547             <NA>                    <NA>           < 1 
## 8548    50,000-59,999                      0            3-5 
## 8549    10,000-14,999                 100-999           1-2 
## 8550             <NA>                    <NA>           < 1 
## 8551            0-999                      0            < 1 
## 8552            0-999                      0            3-5 
## 8553    20,000-24,999              1000-9,999           3-5 
## 8554      7,500-9,999                 100-999           < 1 
## 8555  100,000-124,999                      0           5-10 
## 8556             <NA>                    <NA>          5-10 
## 8557    25,000-29,999              > 100,000            3-5 
## 8558             <NA>                    <NA>           < 1 
## 8559             <NA>                    <NA>           < 1 
## 8560    30,000-39,999                      0            1-2 
## 8561    80,000-89,999                      0            1-2 
## 8562    20,000-24,999                      0            3-5 
## 8563    60,000-69,999              1000-9,999           1-2 
## 8564      2,000-2,999                      0            3-5 
## 8565             <NA>                    <NA>          5-10 
## 8566      1,000-1,999                      0            1-2 
## 8567  100,000-124,999              > 100,000            20+ 
## 8568             <NA>                    <NA>         10-20 
## 8569            0-999                      0           5-10 
## 8570            0-999                    1-99           < 1 
## 8571             <NA>                    <NA>           None
## 8572             <NA>                    <NA>           1-2 
## 8573      5,000-7,499              1000-9,999           1-2 
## 8574            0-999                 100-999           < 1 
## 8575    15,000-19,999                 100-999           1-2 
## 8576    60,000-69,999                    1-99           3-5 
## 8577      2,000-2,999                      0            None
## 8578      3,000-3,999                    1-99           3-5 
## 8579             <NA>                    <NA>           1-2 
## 8580    30,000-39,999              1000-9,999           3-5 
## 8581             <NA>                    <NA>           1-2 
## 8582    40,000-49,999                 100-999           3-5 
## 8583  150,000-199,999                 100-999         10-20 
## 8584    40,000-49,999           10,000-99,999           1-2 
## 8585            0-999                    1-99           < 1 
## 8586             <NA>                    <NA>           1-2 
## 8587    40,000-49,999                 100-999           < 1 
## 8588  150,000-199,999              1000-9,999         10-20 
## 8589    60,000-69,999              1000-9,999           < 1 
## 8590  125,000-149,999                      0           5-10 
## 8591             <NA>                    <NA>           1-2 
## 8592    50,000-59,999                 100-999          5-10 
## 8593            0-999                      0            3-5 
## 8594  250,000-299,999              > 100,000            None
## 8595             <NA>                    <NA>           < 1 
## 8596  100,000-124,999                    1-99           1-2 
## 8597  100,000-124,999                      0            1-2 
## 8598  100,000-124,999              > 100,000           5-10 
## 8599    30,000-39,999                 100-999           3-5 
## 8600    60,000-69,999                      0            < 1 
## 8601             <NA>                    <NA>           3-5 
## 8602            0-999                    1-99           1-2 
## 8603    70,000-79,999              > 100,000            3-5 
## 8604            0-999                      0            < 1 
## 8605    40,000-49,999              1000-9,999          5-10 
## 8606  125,000-149,999              > 100,000          10-20 
## 8607    50,000-59,999              > 100,000          10-20 
## 8608    90,000-99,999              1000-9,999           < 1 
## 8609      4,000-4,999                    1-99           < 1 
## 8610  100,000-124,999                      0            < 1 
## 8611      2,000-2,999                    1-99         10-20 
## 8612    25,000-29,999                      0            1-2 
## 8613  150,000-199,999                      0            None
## 8614  100,000-124,999              1000-9,999          5-10 
## 8615    30,000-39,999                 100-999           3-5 
## 8616  100,000-124,999                      0            1-2 
## 8617    50,000-59,999                 100-999           < 1 
## 8618    30,000-39,999           10,000-99,999           1-2 
## 8619    40,000-49,999                    1-99           < 1 
## 8620             <NA>                    <NA>           3-5 
## 8621            0-999                    1-99           < 1 
## 8622  100,000-124,999                 100-999          5-10 
## 8623  100,000-124,999                    1-99         10-20 
## 8624    90,000-99,999              1000-9,999          5-10 
## 8625    80,000-89,999                 100-999           1-2 
## 8626             <NA>                    <NA>           < 1 
## 8627    25,000-29,999                      0            20+ 
## 8628      2,000-2,999                 100-999          5-10 
## 8629    25,000-29,999           10,000-99,999           3-5 
## 8630             <NA>                    <NA>           < 1 
## 8631  125,000-149,999                 100-999          5-10 
## 8632  100,000-124,999                      0           5-10 
## 8633  100,000-124,999              > 100,000            < 1 
## 8634      7,500-9,999                 100-999           1-2 
## 8635      5,000-7,499              1000-9,999           3-5 
## 8636             <NA>                    <NA>           3-5 
## 8637    90,000-99,999                      0           5-10 
## 8638  125,000-149,999              1000-9,999           1-2 
## 8639             <NA>                    <NA>           3-5 
## 8640  100,000-124,999           10,000-99,999          5-10 
## 8641    15,000-19,999                      0            None
## 8642             <NA>                    <NA>           < 1 
## 8643            0-999                      0            20+ 
## 8644  125,000-149,999              1000-9,999         10-20 
## 8645    70,000-79,999                      0            < 1 
## 8646  200,000-249,999              1000-9,999         10-20 
## 8647    50,000-59,999                    1-99           3-5 
## 8648      5,000-7,499              1000-9,999           3-5 
## 8649    10,000-14,999              1000-9,999           1-2 
## 8650             <NA>                    <NA>           < 1 
## 8651    10,000-14,999              1000-9,999           1-2 
## 8652             <NA>                    <NA>           < 1 
## 8653             <NA>                    <NA>           1-2 
## 8654    80,000-89,999           10,000-99,999          5-10 
## 8655             <NA>                    <NA>           1-2 
## 8656            0-999                 100-999         10-20 
## 8657      5,000-7,499                    1-99           None
## 8658  150,000-199,999              > 100,000          10-20 
## 8659    25,000-29,999                      0            None
## 8660    50,000-59,999           10,000-99,999           3-5 
## 8661      1,000-1,999                      0            3-5 
## 8662             <NA>                    <NA>           1-2 
## 8663             <NA>                    <NA>           3-5 
## 8664    40,000-49,999                 100-999           3-5 
## 8665    60,000-69,999              > 100,000           5-10 
## 8666             <NA>                    <NA>           3-5 
## 8667      5,000-7,499                 100-999           3-5 
## 8668            0-999                      0            None
## 8669             <NA>                    <NA>         10-20 
## 8670            0-999                      0            1-2 
## 8671             <NA>                    <NA>           < 1 
## 8672      5,000-7,499                      0            < 1 
## 8673  100,000-124,999           10,000-99,999          5-10 
## 8674    40,000-49,999                      0            1-2 
## 8675  100,000-124,999              1000-9,999          5-10 
## 8676             <NA>                    <NA>           1-2 
## 8677             <NA>                    <NA>           1-2 
## 8678      5,000-7,499                    1-99           3-5 
## 8679      4,000-4,999                      0            1-2 
## 8680             <NA>                    <NA>           None
## 8681      4,000-4,999                 100-999           1-2 
## 8682    70,000-79,999                      0            < 1 
## 8683  150,000-199,999                 100-999           20+ 
## 8684             <NA>                    <NA>           1-2 
## 8685  125,000-149,999                      0            None
## 8686            0-999                      0            3-5 
## 8687    90,000-99,999                      0            3-5 
## 8688    90,000-99,999                      0            < 1 
## 8689    15,000-19,999              1000-9,999          5-10 
## 8690            0-999                      0            < 1 
## 8691  100,000-124,999              > 100,000            1-2 
## 8692  125,000-149,999                 100-999           20+ 
## 8693            0-999                      0            None
## 8694    70,000-79,999                 100-999           1-2 
## 8695             <NA>                    <NA>           < 1 
## 8696  125,000-149,999                 100-999           3-5 
## 8697      4,000-4,999                 100-999           1-2 
## 8698    70,000-79,999                    1-99           None
## 8699    90,000-99,999              > 100,000            20+ 
## 8700             <NA>                    <NA>           1-2 
## 8701      1,000-1,999                 100-999          5-10 
## 8702    40,000-49,999                 100-999           < 1 
## 8703  100,000-124,999                      0            1-2 
## 8704            0-999                 100-999           3-5 
## 8705    40,000-49,999                      0            20+ 
## 8706      4,000-4,999                    1-99           3-5 
## 8707    25,000-29,999                    1-99          5-10 
## 8708            0-999                      0            < 1 
## 8709  125,000-149,999              1000-9,999          5-10 
## 8710            0-999                      0            < 1 
## 8711             <NA>                    <NA>           < 1 
## 8712             <NA>                    <NA>           20+ 
## 8713  125,000-149,999              1000-9,999           1-2 
## 8714      7,500-9,999                    1-99           < 1 
## 8715    70,000-79,999                      0           5-10 
## 8716             <NA>                    <NA>           < 1 
## 8717    50,000-59,999              1000-9,999           20+ 
## 8718            0-999                      0            < 1 
## 8719    40,000-49,999                 100-999           1-2 
## 8720  100,000-124,999              1000-9,999           < 1 
## 8721             <NA>                    <NA>           1-2 
## 8722    70,000-79,999                      0            3-5 
## 8723    70,000-79,999                      0            < 1 
## 8724      4,000-4,999                      0            1-2 
## 8725             <NA>                    <NA>           1-2 
## 8726    15,000-19,999              1000-9,999           1-2 
## 8727    10,000-14,999                      0            < 1 
## 8728      1,000-1,999                    1-99           3-5 
## 8729             <NA>                    <NA>           None
## 8730    60,000-69,999                 100-999           < 1 
## 8731    30,000-39,999              1000-9,999           1-2 
## 8732  150,000-199,999                 100-999           3-5 
## 8733      3,000-3,999              > 100,000            < 1 
## 8734             <NA>                    <NA>           3-5 
## 8735  150,000-199,999              > 100,000          10-20 
## 8736             <NA>                    <NA>           20+ 
## 8737    90,000-99,999                 100-999           < 1 
## 8738    50,000-59,999           10,000-99,999           < 1 
## 8739      5,000-7,499                 100-999           < 1 
## 8740      5,000-7,499                      0            < 1 
## 8741    15,000-19,999                 100-999           1-2 
## 8742      1,000-1,999           10,000-99,999          5-10 
## 8743             <NA>                    <NA>           3-5 
## 8744            0-999                    1-99           3-5 
## 8745             <NA>                    <NA>           < 1 
## 8746             <NA>                    <NA>           < 1 
## 8747      2,000-2,999              1000-9,999           < 1 
## 8748      1,000-1,999                    1-99           1-2 
## 8749  100,000-124,999                      0          10-20 
## 8750    70,000-79,999                      0            1-2 
## 8751            0-999              1000-9,999           3-5 
## 8752             <NA>                    <NA>           < 1 
## 8753  100,000-124,999              1000-9,999           < 1 
## 8754    90,000-99,999              1000-9,999          5-10 
## 8755            0-999                      0            None
## 8756             <NA>                    <NA>           < 1 
## 8757  100,000-124,999                      0            None
## 8758    10,000-14,999              > 100,000            < 1 
## 8759  150,000-199,999                      0            3-5 
## 8760             <NA>                    <NA>           1-2 
## 8761    40,000-49,999                      0            < 1 
## 8762    60,000-69,999              1000-9,999           3-5 
## 8763  200,000-249,999                      0            3-5 
## 8764    90,000-99,999              > 100,000            1-2 
## 8765    50,000-59,999                      0            1-2 
## 8766      5,000-7,499                      0            1-2 
## 8767  300,000-500,000                      0           5-10 
## 8768            0-999                      0            < 1 
## 8769      7,500-9,999                      0            None
## 8770             <NA>                    <NA>           None
## 8771  125,000-149,999                 100-999           3-5 
## 8772    60,000-69,999              > 100,000           5-10 
## 8773    10,000-14,999              1000-9,999           1-2 
## 8774             <NA>                    <NA>           < 1 
## 8775    90,000-99,999                 100-999           20+ 
## 8776    80,000-89,999              > 100,000           5-10 
## 8777             <NA>                    <NA>           1-2 
## 8778  150,000-199,999              > 100,000          10-20 
## 8779    60,000-69,999              1000-9,999          5-10 
## 8780             <NA>                    <NA>           < 1 
## 8781            0-999                 100-999          5-10 
## 8782             <NA>                    <NA>           < 1 
## 8783             <NA>                    <NA>           1-2 
## 8784      4,000-4,999                 100-999           1-2 
## 8785    60,000-69,999                 100-999           3-5 
## 8786      1,000-1,999                 100-999          5-10 
## 8787    30,000-39,999                    1-99           3-5 
## 8788    80,000-89,999                    1-99         10-20 
## 8789    20,000-24,999                      0            < 1 
## 8790    50,000-59,999           10,000-99,999           3-5 
## 8791    20,000-24,999                 100-999         10-20 
## 8792  200,000-249,999              > 100,000            20+ 
## 8793            0-999                      0            None
## 8794    20,000-24,999                    1-99           1-2 
## 8795    40,000-49,999                      0            None
## 8796             <NA>                    <NA>           < 1 
## 8797    70,000-79,999           10,000-99,999           1-2 
## 8798            0-999                      0            1-2 
## 8799             <NA>                    <NA>           < 1 
## 8800      2,000-2,999                 100-999           3-5 
## 8801    10,000-14,999              1000-9,999           1-2 
## 8802    80,000-89,999                      0          10-20 
## 8803            0-999                      0            < 1 
## 8804    60,000-69,999                      0           5-10 
## 8805      5,000-7,499                 100-999           < 1 
## 8806            0-999              1000-9,999           < 1 
## 8807      5,000-7,499                    1-99           1-2 
## 8808      7,500-9,999                      0            3-5 
## 8809             <NA>                    <NA>           1-2 
## 8810             <NA>                    <NA>           < 1 
## 8811             <NA>                    <NA>           None
## 8812    25,000-29,999                      0            < 1 
## 8813    50,000-59,999                 100-999           3-5 
## 8814      1,000-1,999                 100-999           3-5 
## 8815             <NA>                    <NA>           < 1 
## 8816      1,000-1,999              1000-9,999           3-5 
## 8817      5,000-7,499                      0            < 1 
## 8818    40,000-49,999              1000-9,999           1-2 
## 8819    70,000-79,999                    1-99           3-5 
## 8820            0-999                    1-99           < 1 
## 8821             <NA>                    <NA>           1-2 
## 8822    50,000-59,999                      0           5-10 
## 8823      5,000-7,499              1000-9,999          5-10 
## 8824    10,000-14,999                      0            3-5 
## 8825    25,000-29,999                 100-999           1-2 
## 8826            0-999                      0            < 1 
## 8827    40,000-49,999              1000-9,999          5-10 
## 8828             <NA>                    <NA>           None
## 8829             <NA>                    <NA>           < 1 
## 8830    50,000-59,999              > 100,000            1-2 
## 8831    70,000-79,999                 100-999           3-5 
## 8832      1,000-1,999                      0            None
## 8833    50,000-59,999                      0            3-5 
## 8834    15,000-19,999                      0            1-2 
## 8835             <NA>                    <NA>           1-2 
## 8836  200,000-249,999              > 100,000            3-5 
## 8837    30,000-39,999              > 100,000           5-10 
## 8838    70,000-79,999              1000-9,999          5-10 
## 8839  100,000-124,999                 100-999           3-5 
## 8840  125,000-149,999              1000-9,999           20+ 
## 8841  100,000-124,999                      0            3-5 
## 8842  300,000-500,000              1000-9,999           1-2 
## 8843             <NA>                    <NA>           < 1 
## 8844            0-999                 100-999           < 1 
## 8845    30,000-39,999              1000-9,999           3-5 
## 8846  300,000-500,000              1000-9,999           None
## 8847    80,000-89,999              1000-9,999           20+ 
## 8848      5,000-7,499                    1-99           < 1 
## 8849             <NA>                    <NA>           < 1 
## 8850             <NA>                    <NA>           < 1 
## 8851    10,000-14,999                      0            1-2 
## 8852             <NA>                    <NA>           < 1 
## 8853    30,000-39,999           10,000-99,999          5-10 
## 8854  100,000-124,999           10,000-99,999         10-20 
## 8855    25,000-29,999                 100-999         10-20 
## 8856      2,000-2,999                      0            3-5 
## 8857    10,000-14,999                    1-99           None
## 8858    40,000-49,999           10,000-99,999           < 1 
## 8859             <NA>                    <NA>           3-5 
## 8860             <NA>                    <NA>         10-20 
## 8861  150,000-199,999                      0            20+ 
## 8862  150,000-199,999           10,000-99,999           20+ 
## 8863    30,000-39,999              1000-9,999           3-5 
## 8864             <NA>                    <NA>           < 1 
## 8865  150,000-199,999              1000-9,999          5-10 
## 8866      1,000-1,999              1000-9,999           1-2 
## 8867    80,000-89,999                    1-99           3-5 
## 8868      1,000-1,999                      0            < 1 
## 8869  150,000-199,999           10,000-99,999          5-10 
## 8870    50,000-59,999           10,000-99,999           3-5 
## 8871  200,000-249,999              1000-9,999          5-10 
## 8872             <NA>                    <NA>           1-2 
## 8873    70,000-79,999              1000-9,999          5-10 
## 8874  100,000-124,999           10,000-99,999           1-2 
## 8875             <NA>                    <NA>           1-2 
## 8876  125,000-149,999                 100-999           3-5 
## 8877      4,000-4,999                    1-99           None
## 8878            0-999           10,000-99,999         10-20 
## 8879    15,000-19,999                 100-999          5-10 
## 8880    60,000-69,999                 100-999         10-20 
## 8881    15,000-19,999                    1-99           < 1 
## 8882      1,000-1,999                    1-99           None
## 8883  125,000-149,999              1000-9,999           3-5 
## 8884  250,000-299,999              > 100,000          10-20 
## 8885    50,000-59,999           10,000-99,999         10-20 
## 8886             <NA>                    <NA>           1-2 
## 8887    40,000-49,999           10,000-99,999           3-5 
## 8888    90,000-99,999                    1-99           3-5 
## 8889    40,000-49,999                 100-999          5-10 
## 8890    15,000-19,999                 100-999           1-2 
## 8891      3,000-3,999                 100-999           < 1 
## 8892    60,000-69,999                      0            1-2 
## 8893    15,000-19,999              1000-9,999           < 1 
## 8894    60,000-69,999                 100-999           < 1 
## 8895    40,000-49,999                      0            3-5 
## 8896             <NA>                    <NA>           < 1 
## 8897             <NA>                    <NA>           1-2 
## 8898    30,000-39,999              1000-9,999           3-5 
## 8899    50,000-59,999                 100-999           1-2 
## 8900             <NA>                    <NA>           < 1 
## 8901      1,000-1,999              1000-9,999           1-2 
## 8902             <NA>                    <NA>           None
## 8903            0-999                 100-999          5-10 
## 8904             <NA>                    <NA>           3-5 
## 8905    40,000-49,999                      0            3-5 
## 8906    10,000-14,999                      0            None
## 8907             <NA>                    <NA>           < 1 
## 8908      5,000-7,499                 100-999           1-2 
## 8909             <NA>                    <NA>           1-2 
## 8910             <NA>                    <NA>           3-5 
## 8911    60,000-69,999              1000-9,999           3-5 
## 8912    50,000-59,999                      0            20+ 
## 8913             <NA>                    <NA>           20+ 
## 8914      2,000-2,999                 100-999           < 1 
## 8915    50,000-59,999                 100-999          5-10 
## 8916             <NA>                    <NA>           3-5 
## 8917             <NA>                    <NA>           1-2 
## 8918    60,000-69,999                 100-999           < 1 
## 8919  150,000-199,999                 100-999           1-2 
## 8920      3,000-3,999              1000-9,999           3-5 
## 8921            0-999                      0            < 1 
## 8922  100,000-124,999              1000-9,999          5-10 
## 8923      3,000-3,999              1000-9,999           < 1 
## 8924  150,000-199,999              1000-9,999         10-20 
## 8925             <NA>                    <NA>           < 1 
## 8926      5,000-7,499                      0            3-5 
## 8927      3,000-3,999              1000-9,999         10-20 
## 8928    80,000-89,999                      0            1-2 
## 8929      4,000-4,999                    1-99           < 1 
## 8930    30,000-39,999                      0            None
## 8931    25,000-29,999              1000-9,999           3-5 
## 8932    80,000-89,999                      0           5-10 
## 8933    25,000-29,999                      0            3-5 
## 8934            0-999                    1-99           1-2 
## 8935    30,000-39,999                 100-999         10-20 
## 8936  200,000-249,999              > 100,000          10-20 
## 8937             <NA>                    <NA>           < 1 
## 8938    25,000-29,999           10,000-99,999           3-5 
## 8939      1,000-1,999           10,000-99,999           1-2 
## 8940  100,000-124,999           10,000-99,999          5-10 
## 8941  125,000-149,999           10,000-99,999         10-20 
## 8942    10,000-14,999              1000-9,999          5-10 
## 8943      1,000-1,999                 100-999           1-2 
## 8944      1,000-1,999              1000-9,999           < 1 
## 8945    50,000-59,999              1000-9,999           < 1 
## 8946    30,000-39,999                      0           5-10 
## 8947  100,000-124,999              1000-9,999           1-2 
## 8948             <NA>                    <NA>           < 1 
## 8949            0-999              1000-9,999           3-5 
## 8950             <NA>                    <NA>           1-2 
## 8951             <NA>                    <NA>           1-2 
## 8952      2,000-2,999                    1-99           1-2 
## 8953  150,000-199,999              1000-9,999           3-5 
## 8954  150,000-199,999              1000-9,999          5-10 
## 8955    50,000-59,999           10,000-99,999           3-5 
## 8956    90,000-99,999                 100-999           3-5 
## 8957      4,000-4,999                      0            None
## 8958    20,000-24,999              > 100,000            3-5 
## 8959      4,000-4,999                 100-999           < 1 
## 8960      1,000-1,999                      0            3-5 
## 8961    70,000-79,999                    1-99           1-2 
## 8962    10,000-14,999                 100-999           3-5 
## 8963    40,000-49,999                    1-99          5-10 
## 8964            0-999              1000-9,999           < 1 
## 8965             <NA>                    <NA>           < 1 
## 8966  125,000-149,999           10,000-99,999          5-10 
## 8967            0-999                      0            None
## 8968             <NA>                    <NA>           1-2 
## 8969    15,000-19,999                    1-99           < 1 
## 8970    20,000-24,999                      0            1-2 
## 8971  100,000-124,999              1000-9,999          5-10 
## 8972             <NA>                    <NA>          5-10 
## 8973            0-999                 100-999           < 1 
## 8974  150,000-199,999           10,000-99,999          5-10 
## 8975             <NA>                    <NA>           None
## 8976            0-999                 100-999          5-10 
## 8977  100,000-124,999           10,000-99,999           1-2 
## 8978  125,000-149,999                    1-99          5-10 
## 8979             <NA>                    <NA>           < 1 
## 8980  100,000-124,999              1000-9,999           < 1 
## 8981    25,000-29,999                 100-999           3-5 
## 8982      5,000-7,499              1000-9,999           < 1 
## 8983    50,000-59,999                      0            < 1 
## 8984            0-999                 100-999           < 1 
## 8985  300,000-500,000                      0            None
## 8986      2,000-2,999                      0            1-2 
## 8987      1,000-1,999                    1-99           None
## 8988      2,000-2,999              1000-9,999           1-2 
## 8989             <NA>                    <NA>           < 1 
## 8990    70,000-79,999           10,000-99,999           20+ 
## 8991             <NA>                    <NA>           1-2 
## 8992    40,000-49,999              1000-9,999           1-2 
## 8993            0-999                      0            < 1 
## 8994    10,000-14,999                 100-999           1-2 
## 8995             <NA>                    <NA>           < 1 
## 8996             <NA>                    <NA>           1-2 
## 8997      7,500-9,999                      0            1-2 
## 8998            0-999           10,000-99,999           3-5 
## 8999            0-999                 100-999         10-20 
## 9000      1,000-1,999                 100-999          5-10 
## 9001             <NA>                    <NA>           < 1 
## 9002    20,000-24,999              1000-9,999           3-5 
## 9003      4,000-4,999                 100-999           1-2 
## 9004             <NA>                    <NA>           < 1 
## 9005             <NA>                    <NA>           3-5 
## 9006             <NA>                    <NA>           1-2 
## 9007    50,000-59,999                 100-999         10-20 
## 9008      2,000-2,999                 100-999           3-5 
## 9009             <NA>                    <NA>           1-2 
## 9010    30,000-39,999           10,000-99,999           3-5 
## 9011             <NA>                    <NA>           3-5 
## 9012  100,000-124,999              1000-9,999           1-2 
## 9013             <NA>                    <NA>           3-5 
## 9014            0-999                      0            < 1 
## 9015            0-999                 100-999           < 1 
## 9016             <NA>                    <NA>           < 1 
## 9017      7,500-9,999                 100-999           1-2 
## 9018  150,000-199,999              > 100,000            20+ 
## 9019             <NA>                    <NA>           < 1 
## 9020  200,000-249,999              1000-9,999           20+ 
## 9021             <NA>                    <NA>           3-5 
## 9022    90,000-99,999                      0            < 1 
## 9023      1,000-1,999                    1-99           < 1 
## 9024             <NA>                    <NA>           1-2 
## 9025      7,500-9,999              1000-9,999           20+ 
## 9026  125,000-149,999              1000-9,999           3-5 
## 9027      5,000-7,499                      0            < 1 
## 9028    60,000-69,999                      0            3-5 
## 9029    20,000-24,999                    1-99           3-5 
## 9030             <NA>                    <NA>           < 1 
## 9031  300,000-500,000           10,000-99,999           None
## 9032             <NA>                    <NA>           3-5 
## 9033            0-999                 100-999           1-2 
## 9034  200,000-249,999              > 100,000          10-20 
## 9035             <NA>                    <NA>           < 1 
## 9036            0-999                      0            1-2 
## 9037    30,000-39,999                      0           5-10 
## 9038    10,000-14,999                 100-999           3-5 
## 9039  200,000-249,999           10,000-99,999         10-20 
## 9040             <NA>                    <NA>           1-2 
## 9041    60,000-69,999                 100-999          5-10 
## 9042             <NA>                    <NA>           1-2 
## 9043    10,000-14,999                      0            3-5 
## 9044  150,000-199,999                 100-999         10-20 
## 9045      2,000-2,999              1000-9,999           1-2 
## 9046             <NA>                    <NA>           3-5 
## 9047            0-999                 100-999           None
## 9048             <NA>                    <NA>           None
## 9049    40,000-49,999              > 100,000            1-2 
## 9050             <NA>                    <NA>           < 1 
## 9051  300,000-500,000              1000-9,999         10-20 
## 9052  150,000-199,999                      0            3-5 
## 9053             <NA>                    <NA>           < 1 
## 9054             <NA>                    <NA>           < 1 
## 9055    70,000-79,999                    1-99          5-10 
## 9056      5,000-7,499                 100-999           < 1 
## 9057             <NA>                    <NA>           1-2 
## 9058            0-999                 100-999           1-2 
## 9059  125,000-149,999                 100-999           3-5 
## 9060             <NA>                    <NA>           < 1 
## 9061    70,000-79,999                      0            1-2 
## 9062    30,000-39,999                    1-99           3-5 
## 9063    30,000-39,999                      0           5-10 
## 9064    10,000-14,999                      0            1-2 
## 9065            0-999                      0            None
## 9066             <NA>                    <NA>          5-10 
## 9067    15,000-19,999                    1-99          5-10 
## 9068      5,000-7,499                 100-999           1-2 
## 9069             <NA>                    <NA>           1-2 
## 9070    20,000-24,999           10,000-99,999           3-5 
## 9071             <NA>                    <NA>           1-2 
## 9072    80,000-89,999           10,000-99,999           3-5 
## 9073  100,000-124,999           10,000-99,999           1-2 
## 9074      5,000-7,499                    1-99           < 1 
## 9075    30,000-39,999                      0            1-2 
## 9076      1,000-1,999                      0            3-5 
## 9077    50,000-59,999           10,000-99,999         10-20 
## 9078    30,000-39,999                      0            3-5 
## 9079             <NA>                    <NA>           < 1 
## 9080  150,000-199,999                 100-999           3-5 
## 9081      5,000-7,499                    1-99           1-2 
## 9082             <NA>                    <NA>           1-2 
## 9083             <NA>                    <NA>           < 1 
## 9084    10,000-14,999                      0            < 1 
## 9085    30,000-39,999              1000-9,999           < 1 
## 9086    40,000-49,999              1000-9,999          5-10 
## 9087    50,000-59,999                 100-999           1-2 
## 9088             <NA>                    <NA>           1-2 
## 9089             <NA>                    <NA>           3-5 
## 9090    30,000-39,999                      0           5-10 
## 9091             <NA>                    <NA>           1-2 
## 9092             <NA>                    <NA>           1-2 
## 9093             <NA>                    <NA>           1-2 
## 9094      3,000-3,999                      0            < 1 
## 9095    30,000-39,999                      0            < 1 
## 9096             <NA>                    <NA>           < 1 
## 9097  150,000-199,999              1000-9,999          5-10 
## 9098             <NA>                    <NA>           3-5 
## 9099    70,000-79,999           10,000-99,999          5-10 
## 9100             <NA>                    <NA>           < 1 
## 9101             <NA>                    <NA>           < 1 
## 9102      4,000-4,999                 100-999           1-2 
## 9103    20,000-24,999                    1-99           None
## 9104             <NA>                    <NA>           1-2 
## 9105             <NA>                    <NA>           None
## 9106  150,000-199,999           10,000-99,999          5-10 
## 9107      1,000-1,999                 100-999           3-5 
## 9108             <NA>                    <NA>           < 1 
## 9109             <NA>                    <NA>           1-2 
## 9110            0-999                      0          10-20 
## 9111    50,000-59,999                 100-999           < 1 
## 9112    90,000-99,999                      0            3-5 
## 9113  150,000-199,999              1000-9,999           20+ 
## 9114      2,000-2,999              1000-9,999           3-5 
## 9115    40,000-49,999              1000-9,999           3-5 
## 9116             <NA>                    <NA>           None
## 9117    60,000-69,999                      0            1-2 
## 9118             <NA>                    <NA>           1-2 
## 9119  100,000-124,999                 100-999           20+ 
## 9120  100,000-124,999                      0            20+ 
## 9121    10,000-14,999              > 100,000            1-2 
## 9122    15,000-19,999                      0            1-2 
## 9123             <NA>                    <NA>           1-2 
## 9124    90,000-99,999                      0            < 1 
## 9125            0-999                      0            < 1 
## 9126             <NA>                    <NA>           None
## 9127  100,000-124,999           10,000-99,999         10-20 
## 9128            0-999              1000-9,999           < 1 
## 9129             <NA>                    <NA>           3-5 
## 9130             <NA>                    <NA>           < 1 
## 9131             <NA>                    <NA>           1-2 
## 9132    30,000-39,999                    1-99           1-2 
## 9133    40,000-49,999              1000-9,999          5-10 
## 9134            0-999                 100-999           1-2 
## 9135    30,000-39,999                 100-999           None
## 9136      4,000-4,999                      0            None
## 9137             <NA>                    <NA>           1-2 
## 9138  125,000-149,999                 100-999           1-2 
## 9139        > 500,000           10,000-99,999         10-20 
## 9140             <NA>                    <NA>           1-2 
## 9141    15,000-19,999                 100-999           < 1 
## 9142      5,000-7,499           10,000-99,999           None
## 9143            0-999                      0            1-2 
## 9144      5,000-7,499                      0            < 1 
## 9145      7,500-9,999                    1-99           1-2 
## 9146             <NA>                    <NA>           None
## 9147             <NA>                    <NA>           < 1 
## 9148    70,000-79,999                 100-999           None
## 9149             <NA>                    <NA>           1-2 
## 9150      5,000-7,499                      0            1-2 
## 9151             <NA>                    <NA>           < 1 
## 9152      5,000-7,499                      0            None
## 9153      7,500-9,999                    1-99           < 1 
## 9154            0-999                 100-999           < 1 
## 9155    15,000-19,999                 100-999           20+ 
## 9156             <NA>                    <NA>           < 1 
## 9157      5,000-7,499                 100-999           < 1 
## 9158    10,000-14,999                      0           5-10 
## 9159      1,000-1,999                    1-99           1-2 
## 9160             <NA>                    <NA>           3-5 
## 9161    10,000-14,999                      0            1-2 
## 9162    80,000-89,999           10,000-99,999           3-5 
## 9163             <NA>                    <NA>           1-2 
## 9164    10,000-14,999                 100-999           < 1 
## 9165             <NA>                    <NA>           < 1 
## 9166    30,000-39,999                 100-999           1-2 
## 9167    60,000-69,999           10,000-99,999          5-10 
## 9168            0-999                    1-99           < 1 
## 9169             <NA>                    <NA>           3-5 
## 9170             <NA>                    <NA>           < 1 
## 9171    10,000-14,999                    1-99           < 1 
## 9172             <NA>                    <NA>           < 1 
## 9173             <NA>                    <NA>           1-2 
## 9174  100,000-124,999              > 100,000            3-5 
## 9175  150,000-199,999           10,000-99,999           1-2 
## 9176             <NA>                    <NA>           1-2 
## 9177    20,000-24,999              1000-9,999           20+ 
## 9178            0-999                      0            1-2 
## 9179      7,500-9,999              1000-9,999           < 1 
## 9180            0-999                      0            1-2 
## 9181            0-999                      0            1-2 
## 9182    20,000-24,999                 100-999          5-10 
## 9183             <NA>                    <NA>           1-2 
## 9184      2,000-2,999                      0           5-10 
## 9185    10,000-14,999           10,000-99,999           1-2 
## 9186             <NA>                    <NA>           < 1 
## 9187    20,000-24,999                    1-99           < 1 
## 9188            0-999                      0            1-2 
## 9189    20,000-24,999           10,000-99,999         10-20 
## 9190            0-999                 100-999           20+ 
## 9191  125,000-149,999              > 100,000           5-10 
## 9192             <NA>                    <NA>           None
## 9193             <NA>                    <NA>           < 1 
## 9194             <NA>                    <NA>           1-2 
## 9195    15,000-19,999                      0            1-2 
## 9196             <NA>                    <NA>           < 1 
## 9197             <NA>                    <NA>           1-2 
## 9198             <NA>                    <NA>           None
## 9199      1,000-1,999                    1-99           3-5 
## 9200      4,000-4,999              1000-9,999           1-2 
## 9201             <NA>                    <NA>           < 1 
## 9202      7,500-9,999                    1-99           < 1 
## 9203  125,000-149,999              1000-9,999          5-10 
## 9204             <NA>                    <NA>           1-2 
## 9205             <NA>                    <NA>           1-2 
## 9206             <NA>                    <NA>           < 1 
## 9207      4,000-4,999                    1-99           < 1 
## 9208            0-999              1000-9,999           1-2 
## 9209    50,000-59,999              1000-9,999           None
## 9210  250,000-299,999                      0          10-20 
## 9211    60,000-69,999                 100-999          5-10 
## 9212    40,000-49,999           10,000-99,999         10-20 
## 9213    50,000-59,999              1000-9,999           1-2 
## 9214    50,000-59,999                      0           5-10 
## 9215             <NA>                    <NA>           < 1 
## 9216            0-999              1000-9,999           3-5 
## 9217      4,000-4,999                      0            < 1 
## 9218             <NA>                    <NA>           1-2 
## 9219             <NA>                    <NA>           None
## 9220    20,000-24,999                 100-999           1-2 
## 9221      7,500-9,999                 100-999           3-5 
## 9222      3,000-3,999                      0            < 1 
## 9223             <NA>                    <NA>           < 1 
## 9224             <NA>                    <NA>           < 1 
## 9225             <NA>                    <NA>           None
## 9226             <NA>                    <NA>           1-2 
## 9227    20,000-24,999                      0            3-5 
## 9228             <NA>                    <NA>           < 1 
## 9229    40,000-49,999                      0            1-2 
## 9230    50,000-59,999              1000-9,999           3-5 
## 9231    30,000-39,999                      0           5-10 
## 9232  125,000-149,999              > 100,000            1-2 
## 9233      2,000-2,999                    1-99           1-2 
## 9234             <NA>                    <NA>           None
## 9235      1,000-1,999                    1-99           < 1 
## 9236             <NA>                    <NA>           < 1 
## 9237  100,000-124,999           10,000-99,999           20+ 
## 9238      1,000-1,999                    1-99           3-5 
## 9239    50,000-59,999                 100-999           < 1 
## 9240             <NA>                    <NA>           < 1 
## 9241    30,000-39,999           10,000-99,999          5-10 
## 9242    80,000-89,999              1000-9,999           3-5 
## 9243             <NA>                    <NA>           1-2 
## 9244             <NA>                    <NA>           < 1 
## 9245             <NA>                    <NA>           1-2 
## 9246             <NA>                    <NA>         10-20 
## 9247      7,500-9,999                 100-999           1-2 
## 9248            0-999                      0            3-5 
## 9249    10,000-14,999              1000-9,999           1-2 
## 9250             <NA>                    <NA>           1-2 
## 9251  100,000-124,999              > 100,000           5-10 
## 9252  100,000-124,999                 100-999          5-10 
## 9253    60,000-69,999                 100-999           < 1 
## 9254            0-999              1000-9,999           < 1 
## 9255    30,000-39,999              1000-9,999          5-10 
## 9256      5,000-7,499                      0            < 1 
## 9257    10,000-14,999              > 100,000            3-5 
## 9258  200,000-249,999                      0            3-5 
## 9259             <NA>                    <NA>           1-2 
## 9260      4,000-4,999                 100-999           1-2 
## 9261            0-999                 100-999           1-2 
## 9262            0-999                      0            < 1 
## 9263    90,000-99,999              1000-9,999           None
## 9264            0-999                      0            1-2 
## 9265            0-999                      0            1-2 
## 9266    10,000-14,999                      0            1-2 
## 9267    10,000-14,999              1000-9,999           3-5 
## 9268            0-999              1000-9,999         10-20 
## 9269             <NA>                    <NA>           < 1 
## 9270      2,000-2,999                      0            1-2 
## 9271             <NA>                    <NA>           < 1 
## 9272             <NA>                    <NA>           < 1 
## 9273            0-999                    1-99           None
## 9274    20,000-24,999              1000-9,999          5-10 
## 9275      2,000-2,999                      0            None
## 9276      5,000-7,499                 100-999           3-5 
## 9277  100,000-124,999                    1-99           3-5 
## 9278             <NA>                    <NA>           1-2 
## 9279            0-999                    1-99           None
## 9280             <NA>                    <NA>           < 1 
## 9281    15,000-19,999                      0           5-10 
## 9282    90,000-99,999              1000-9,999           3-5 
## 9283            0-999                      0            < 1 
## 9284    60,000-69,999              1000-9,999           < 1 
## 9285             <NA>                    <NA>           1-2 
## 9286    70,000-79,999                      0            < 1 
## 9287    10,000-14,999                      0           5-10 
## 9288             <NA>                    <NA>           1-2 
## 9289             <NA>                    <NA>           None
## 9290             <NA>                    <NA>           3-5 
## 9291    60,000-69,999              1000-9,999           3-5 
## 9292    80,000-89,999                      0          10-20 
## 9293             <NA>                    <NA>           1-2 
## 9294             <NA>                    <NA>           3-5 
## 9295  100,000-124,999                 100-999          5-10 
## 9296    20,000-24,999           10,000-99,999           3-5 
## 9297             <NA>                    <NA>           20+ 
## 9298      2,000-2,999                 100-999           1-2 
## 9299            0-999                    1-99           1-2 
## 9300            0-999                      0            < 1 
## 9301            0-999                      0            1-2 
## 9302  125,000-149,999           10,000-99,999         10-20 
## 9303      1,000-1,999                      0            3-5 
## 9304    90,000-99,999              1000-9,999           1-2 
## 9305    50,000-59,999                      0            20+ 
## 9306             <NA>                    <NA>           1-2 
## 9307             <NA>                    <NA>           1-2 
## 9308             <NA>                    <NA>           < 1 
## 9309            0-999                    1-99           < 1 
## 9310            0-999                      0            1-2 
## 9311    25,000-29,999                 100-999          5-10 
## 9312            0-999                 100-999           1-2 
## 9313      1,000-1,999           10,000-99,999           1-2 
## 9314             <NA>                    <NA>           < 1 
## 9315  100,000-124,999                 100-999           3-5 
## 9316            0-999                 100-999           1-2 
## 9317    30,000-39,999              > 100,000            1-2 
## 9318             <NA>                    <NA>           1-2 
## 9319    50,000-59,999           10,000-99,999           1-2 
## 9320             <NA>                    <NA>           None
## 9321        > 500,000           10,000-99,999          5-10 
## 9322      3,000-3,999                      0            None
## 9323      4,000-4,999                      0            < 1 
## 9324            0-999                    1-99           1-2 
## 9325    30,000-39,999                    1-99          5-10 
## 9326             <NA>                    <NA>           1-2 
## 9327    20,000-24,999              > 100,000            3-5 
## 9328             <NA>                    <NA>           1-2 
## 9329      5,000-7,499                 100-999           1-2 
## 9330            0-999                    1-99          5-10 
## 9331    90,000-99,999           10,000-99,999           3-5 
## 9332            0-999                      0            < 1 
## 9333    40,000-49,999                 100-999           < 1 
## 9334            0-999                 100-999           None
## 9335      3,000-3,999                    1-99           1-2 
## 9336             <NA>                    <NA>           None
## 9337    15,000-19,999              1000-9,999           3-5 
## 9338    20,000-24,999                    1-99           1-2 
## 9339      5,000-7,499                      0          10-20 
## 9340    60,000-69,999                 100-999          5-10 
## 9341             <NA>                    <NA>           < 1 
## 9342             <NA>                    <NA>           < 1 
## 9343             <NA>                    <NA>           < 1 
## 9344            0-999                 100-999           1-2 
## 9345             <NA>                    <NA>           1-2 
## 9346      7,500-9,999                    1-99           3-5 
## 9347    70,000-79,999                 100-999           3-5 
## 9348             <NA>                    <NA>           < 1 
## 9349      4,000-4,999                 100-999           20+ 
## 9350      7,500-9,999                      0            20+ 
## 9351             <NA>                    <NA>           3-5 
## 9352             <NA>                    <NA>           1-2 
## 9353             <NA>                    <NA>           1-2 
## 9354      7,500-9,999                      0           5-10 
## 9355    10,000-14,999                      0            1-2 
## 9356    15,000-19,999              1000-9,999           1-2 
## 9357      5,000-7,499              1000-9,999           1-2 
## 9358    10,000-14,999              > 100,000            < 1 
## 9359    20,000-24,999                    1-99          5-10 
## 9360    50,000-59,999              1000-9,999           20+ 
## 9361      7,500-9,999                      0            < 1 
## 9362             <NA>                    <NA>           < 1 
## 9363      7,500-9,999                      0            1-2 
## 9364    25,000-29,999                    1-99          5-10 
## 9365            0-999                 100-999           3-5 
## 9366            0-999                    1-99           < 1 
## 9367             <NA>                    <NA>           < 1 
## 9368      5,000-7,499                      0            1-2 
## 9369    50,000-59,999                      0            < 1 
## 9370      3,000-3,999                      0            < 1 
## 9371      7,500-9,999                 100-999           1-2 
## 9372      7,500-9,999                      0            3-5 
## 9373            0-999                      0            None
## 9374    10,000-14,999                      0            < 1 
## 9375      3,000-3,999                 100-999           1-2 
## 9376    25,000-29,999                 100-999           3-5 
## 9377    20,000-24,999              1000-9,999         10-20 
## 9378      1,000-1,999                 100-999           < 1 
## 9379    50,000-59,999              1000-9,999           3-5 
## 9380             <NA>                    <NA>           < 1 
## 9381    90,000-99,999                      0            3-5 
## 9382             <NA>                    <NA>           < 1 
## 9383            0-999                      0            < 1 
## 9384    10,000-14,999                      0            < 1 
## 9385            0-999                    1-99           1-2 
## 9386      3,000-3,999                    1-99           < 1 
## 9387             <NA>                    <NA>           < 1 
## 9388    20,000-24,999                 100-999         10-20 
## 9389             <NA>                    <NA>           < 1 
## 9390             <NA>                    <NA>           < 1 
## 9391            0-999                      0            < 1 
## 9392            0-999                    1-99           1-2 
## 9393             <NA>                    <NA>           < 1 
## 9394    30,000-39,999              1000-9,999          5-10 
## 9395    10,000-14,999              1000-9,999           3-5 
## 9396            0-999                 100-999           1-2 
## 9397    10,000-14,999              1000-9,999          5-10 
## 9398    20,000-24,999                      0            < 1 
## 9399      1,000-1,999              1000-9,999           1-2 
## 9400            0-999                 100-999           1-2 
## 9401    80,000-89,999                 100-999           3-5 
## 9402             <NA>                    <NA>           < 1 
## 9403        > 500,000                      0           5-10 
## 9404      3,000-3,999                    1-99           1-2 
## 9405            0-999                    1-99           < 1 
## 9406    10,000-14,999              1000-9,999           3-5 
## 9407      5,000-7,499                      0            None
## 9408    40,000-49,999                 100-999          5-10 
## 9409  125,000-149,999           10,000-99,999           3-5 
## 9410            0-999                      0            < 1 
## 9411    30,000-39,999                 100-999           < 1 
## 9412      5,000-7,499                      0            < 1 
## 9413    30,000-39,999              > 100,000            < 1 
## 9414    60,000-69,999                      0            1-2 
## 9415            0-999                    1-99           < 1 
## 9416      1,000-1,999                 100-999           1-2 
## 9417      1,000-1,999              1000-9,999           1-2 
## 9418             <NA>                    <NA>           1-2 
## 9419      3,000-3,999                      0            1-2 
## 9420             <NA>                    <NA>           < 1 
## 9421      2,000-2,999                      0            < 1 
## 9422             <NA>                    <NA>           1-2 
## 9423    25,000-29,999              1000-9,999          5-10 
## 9424      7,500-9,999                      0            None
## 9425  150,000-199,999              1000-9,999           3-5 
## 9426    40,000-49,999                      0            3-5 
## 9427    80,000-89,999              1000-9,999           3-5 
## 9428            0-999                    1-99           < 1 
## 9429      5,000-7,499              1000-9,999           < 1 
## 9430             <NA>                    <NA>           < 1 
## 9431            0-999                      0            1-2 
## 9432    10,000-14,999                      0            < 1 
## 9433    10,000-14,999                      0            < 1 
## 9434    30,000-39,999                      0            3-5 
## 9435    30,000-39,999                      0          10-20 
## 9436      4,000-4,999                    1-99           < 1 
## 9437    10,000-14,999                      0            < 1 
## 9438             <NA>                    <NA>           20+ 
## 9439    10,000-14,999                 100-999           3-5 
## 9440      1,000-1,999                    1-99           1-2 
## 9441             <NA>                    <NA>           1-2 
## 9442             <NA>                    <NA>           < 1 
## 9443    25,000-29,999                    1-99           3-5 
## 9444    15,000-19,999                 100-999           1-2 
## 9445             <NA>                    <NA>           None
## 9446      3,000-3,999                    1-99           None
## 9447      5,000-7,499                      0            1-2 
## 9448      2,000-2,999                 100-999         10-20 
## 9449    20,000-24,999                 100-999           < 1 
## 9450    50,000-59,999                 100-999           1-2 
## 9451  250,000-299,999                 100-999          5-10 
## 9452    70,000-79,999           10,000-99,999          5-10 
## 9453            0-999                    1-99           1-2 
## 9454             <NA>                    <NA>           < 1 
## 9455             <NA>                    <NA>           < 1 
## 9456    80,000-89,999              1000-9,999           < 1 
## 9457    60,000-69,999                      0            None
## 9458  150,000-199,999           10,000-99,999           3-5 
## 9459            0-999                      0           5-10 
## 9460  125,000-149,999              > 100,000            3-5 
## 9461            0-999                 100-999           3-5 
## 9462      3,000-3,999              1000-9,999           < 1 
## 9463            0-999                      0            1-2 
## 9464      5,000-7,499                      0            < 1 
## 9465    70,000-79,999              1000-9,999           3-5 
## 9466    50,000-59,999           10,000-99,999           < 1 
## 9467             <NA>                    <NA>           < 1 
## 9468    25,000-29,999                      0            1-2 
## 9469      7,500-9,999           10,000-99,999           3-5 
## 9470    20,000-24,999                 100-999           1-2 
## 9471            0-999                    1-99           < 1 
## 9472             <NA>                    <NA>           1-2 
## 9473    25,000-29,999                 100-999           1-2 
## 9474            0-999                    1-99           3-5 
## 9475            0-999                      0            < 1 
## 9476            0-999              1000-9,999           < 1 
## 9477             <NA>                    <NA>           < 1 
## 9478    25,000-29,999              1000-9,999           1-2 
## 9479             <NA>                    <NA>           < 1 
## 9480      1,000-1,999                      0            1-2 
## 9481             <NA>                    <NA>           < 1 
## 9482      4,000-4,999                 100-999           < 1 
## 9483    15,000-19,999                 100-999          5-10 
## 9484    40,000-49,999                 100-999         10-20 
## 9485  100,000-124,999                    1-99           < 1 
## 9486    20,000-24,999                      0            1-2 
## 9487             <NA>                    <NA>           < 1 
## 9488    10,000-14,999                      0            None
## 9489    30,000-39,999                 100-999           3-5 
## 9490    30,000-39,999                 100-999           < 1 
## 9491             <NA>                    <NA>           < 1 
## 9492             <NA>                    <NA>           < 1 
## 9493    10,000-14,999                 100-999           < 1 
## 9494    15,000-19,999           10,000-99,999           3-5 
## 9495             <NA>                    <NA>           3-5 
## 9496  125,000-149,999           10,000-99,999          5-10 
## 9497      5,000-7,499                 100-999           1-2 
## 9498  150,000-199,999           10,000-99,999          5-10 
## 9499    70,000-79,999                 100-999           20+ 
## 9500    80,000-89,999                      0            None
## 9501    30,000-39,999                 100-999           3-5 
## 9502    30,000-39,999                      0            None
## 9503    10,000-14,999                      0            1-2 
## 9504            0-999                 100-999           None
## 9505      1,000-1,999                      0            < 1 
## 9506             <NA>                    <NA>           3-5 
## 9507    10,000-14,999              1000-9,999           < 1 
## 9508    10,000-14,999                 100-999           1-2 
## 9509      2,000-2,999                      0            < 1 
## 9510    30,000-39,999              1000-9,999           3-5 
## 9511      1,000-1,999                    1-99           1-2 
## 9512            0-999                      0           5-10 
## 9513    15,000-19,999              1000-9,999           < 1 
## 9514      1,000-1,999                      0            None
## 9515  125,000-149,999           10,000-99,999           1-2 
## 9516      3,000-3,999                 100-999           < 1 
## 9517      3,000-3,999              1000-9,999           1-2 
## 9518    30,000-39,999                      0            3-5 
## 9519    10,000-14,999           10,000-99,999           < 1 
## 9520            0-999                 100-999           1-2 
## 9521    15,000-19,999                      0            < 1 
## 9522  100,000-124,999           10,000-99,999           3-5 
## 9523      7,500-9,999                    1-99           3-5 
## 9524            0-999                    1-99           < 1 
## 9525      1,000-1,999                    1-99           3-5 
## 9526             <NA>                    <NA>           None
## 9527  125,000-149,999           10,000-99,999         10-20 
## 9528    15,000-19,999              > 100,000            3-5 
## 9529    30,000-39,999                 100-999          5-10 
## 9530            0-999                    1-99           < 1 
## 9531    10,000-14,999                 100-999          5-10 
## 9532    10,000-14,999                      0            3-5 
## 9533      5,000-7,499           10,000-99,999           1-2 
## 9534      2,000-2,999                    1-99           3-5 
## 9535    20,000-24,999                      0            None
## 9536             <NA>                    <NA>           1-2 
## 9537    80,000-89,999                      0           5-10 
## 9538    50,000-59,999              > 100,000           5-10 
## 9539    30,000-39,999                 100-999           1-2 
## 9540    60,000-69,999           10,000-99,999           1-2 
## 9541             <NA>                    <NA>           1-2 
## 9542    70,000-79,999                      0            < 1 
## 9543    10,000-14,999                      0            < 1 
## 9544             <NA>                    <NA>           < 1 
## 9545      1,000-1,999                      0            None
## 9546    15,000-19,999                      0            None
## 9547             <NA>                    <NA>           1-2 
## 9548             <NA>                    <NA>           < 1 
## 9549      5,000-7,499                 100-999           < 1 
## 9550    50,000-59,999                      0            None
## 9551             <NA>                    <NA>           < 1 
## 9552      3,000-3,999                      0            < 1 
## 9553    40,000-49,999                    1-99           1-2 
## 9554    10,000-14,999                 100-999           < 1 
## 9555    60,000-69,999              > 100,000            20+ 
## 9556      2,000-2,999                    1-99           3-5 
## 9557    15,000-19,999                      0            3-5 
## 9558             <NA>                    <NA>           < 1 
## 9559             <NA>                    <NA>           None
## 9560    70,000-79,999                      0            3-5 
## 9561      4,000-4,999                 100-999           < 1 
## 9562             <NA>                    <NA>           1-2 
## 9563      5,000-7,499                    1-99           1-2 
## 9564            0-999                      0            3-5 
## 9565    40,000-49,999                      0            3-5 
## 9566    80,000-89,999                      0            3-5 
## 9567             <NA>                    <NA>           < 1 
## 9568    10,000-14,999                      0           5-10 
## 9569    70,000-79,999           10,000-99,999         10-20 
## 9570            0-999                      0            1-2 
## 9571    90,000-99,999              > 100,000           5-10 
## 9572            0-999                    1-99           3-5 
## 9573    15,000-19,999                      0            3-5 
## 9574    70,000-79,999                    1-99           < 1 
## 9575    60,000-69,999                    1-99         10-20 
## 9576             <NA>                    <NA>           < 1 
## 9577            0-999                      0            < 1 
## 9578             <NA>                    <NA>           < 1 
## 9579    90,000-99,999                      0            3-5 
## 9580      3,000-3,999                      0            < 1 
## 9581  100,000-124,999                      0          10-20 
## 9582            0-999                    1-99           3-5 
## 9583  100,000-124,999           10,000-99,999         10-20 
## 9584            0-999                      0            None
## 9585      5,000-7,499              1000-9,999          5-10 
## 9586      5,000-7,499                 100-999           < 1 
## 9587            0-999                      0            < 1 
## 9588             <NA>                    <NA>           < 1 
## 9589    30,000-39,999              1000-9,999           1-2 
## 9590    20,000-24,999              1000-9,999          5-10 
## 9591            0-999                      0            < 1 
## 9592             <NA>                    <NA>           < 1 
## 9593    30,000-39,999                 100-999           3-5 
## 9594      3,000-3,999              1000-9,999           < 1 
## 9595    30,000-39,999                      0          10-20 
## 9596    10,000-14,999              1000-9,999           1-2 
## 9597    30,000-39,999                      0            1-2 
## 9598  200,000-249,999           10,000-99,999         10-20 
## 9599    60,000-69,999              1000-9,999          5-10 
## 9600             <NA>                    <NA>           < 1 
## 9601             <NA>                    <NA>           1-2 
## 9602            0-999                 100-999           3-5 
## 9603    10,000-14,999                 100-999          5-10 
## 9604             <NA>                    <NA>           < 1 
## 9605    50,000-59,999              1000-9,999           20+ 
## 9606    40,000-49,999                    1-99           3-5 
## 9607             <NA>                    <NA>           < 1 
## 9608             <NA>                    <NA>           3-5 
## 9609    60,000-69,999           10,000-99,999          5-10 
## 9610             <NA>                    <NA>           < 1 
## 9611    70,000-79,999           10,000-99,999          5-10 
## 9612    10,000-14,999                      0            < 1 
## 9613    25,000-29,999                      0            1-2 
## 9614             <NA>                    <NA>           3-5 
## 9615    50,000-59,999                      0            3-5 
## 9616             <NA>                    <NA>           < 1 
## 9617  150,000-199,999                      0            < 1 
## 9618    60,000-69,999              > 100,000          10-20 
## 9619    90,000-99,999              1000-9,999           20+ 
## 9620      1,000-1,999                    1-99           < 1 
## 9621             <NA>                    <NA>           < 1 
## 9622    50,000-59,999                      0            20+ 
## 9623      2,000-2,999                      0            < 1 
## 9624      7,500-9,999                      0            1-2 
## 9625            0-999                    1-99           1-2 
## 9626    50,000-59,999                 100-999           1-2 
## 9627             <NA>                    <NA>           3-5 
## 9628      5,000-7,499              1000-9,999           3-5 
## 9629      1,000-1,999                      0           5-10 
## 9630    50,000-59,999                      0            3-5 
## 9631      3,000-3,999           10,000-99,999           < 1 
## 9632    40,000-49,999              1000-9,999          5-10 
## 9633    30,000-39,999              1000-9,999           20+ 
## 9634    50,000-59,999                 100-999           1-2 
## 9635      1,000-1,999                      0            None
## 9636    20,000-24,999                      0            3-5 
## 9637             <NA>                    <NA>           < 1 
## 9638    20,000-24,999              1000-9,999          5-10 
## 9639             <NA>                    <NA>           < 1 
## 9640             <NA>                    <NA>           3-5 
## 9641    90,000-99,999                    1-99           < 1 
## 9642    30,000-39,999              1000-9,999           1-2 
## 9643    30,000-39,999              1000-9,999           1-2 
## 9644    50,000-59,999                      0            3-5 
## 9645             <NA>                    <NA>           < 1 
## 9646    40,000-49,999              > 100,000            1-2 
## 9647      1,000-1,999                 100-999           1-2 
## 9648    25,000-29,999                 100-999           3-5 
## 9649             <NA>                    <NA>           < 1 
## 9650    20,000-24,999              1000-9,999           < 1 
## 9651    50,000-59,999                 100-999           < 1 
## 9652    40,000-49,999              1000-9,999          5-10 
## 9653      5,000-7,499                    1-99           3-5 
## 9654    40,000-49,999              1000-9,999           3-5 
## 9655    70,000-79,999           10,000-99,999           20+ 
## 9656    60,000-69,999                    1-99           < 1 
## 9657             <NA>                    <NA>           1-2 
## 9658  125,000-149,999                      0            1-2 
## 9659      7,500-9,999                 100-999           1-2 
## 9660    30,000-39,999              1000-9,999           1-2 
## 9661    30,000-39,999              1000-9,999          5-10 
## 9662             <NA>                    <NA>           < 1 
## 9663             <NA>                    <NA>           1-2 
## 9664      2,000-2,999              1000-9,999         10-20 
## 9665    90,000-99,999                      0          10-20 
## 9666  150,000-199,999           10,000-99,999         10-20 
## 9667    50,000-59,999                      0            20+ 
## 9668      2,000-2,999                      0            3-5 
## 9669    10,000-14,999              > 100,000           5-10 
## 9670  100,000-124,999              1000-9,999           1-2 
## 9671            0-999                    1-99           1-2 
## 9672    25,000-29,999              > 100,000            3-5 
## 9673    70,000-79,999              1000-9,999           3-5 
## 9674    20,000-24,999                    1-99          5-10 
## 9675      5,000-7,499                    1-99           3-5 
## 9676    50,000-59,999              1000-9,999           3-5 
## 9677    25,000-29,999           10,000-99,999           < 1 
## 9678    50,000-59,999           10,000-99,999          5-10 
## 9679    25,000-29,999              1000-9,999           3-5 
## 9680  100,000-124,999              1000-9,999          5-10 
## 9681    15,000-19,999                 100-999           1-2 
## 9682    15,000-19,999              1000-9,999           1-2 
## 9683             <NA>                    <NA>           < 1 
## 9684    50,000-59,999                      0           5-10 
## 9685      2,000-2,999                      0            3-5 
## 9686    10,000-14,999                      0            < 1 
## 9687      1,000-1,999                 100-999           1-2 
## 9688             <NA>                    <NA>           < 1 
## 9689    25,000-29,999                      0            3-5 
## 9690      4,000-4,999                 100-999           < 1 
## 9691      2,000-2,999              1000-9,999           1-2 
## 9692    90,000-99,999                      0            None
## 9693    20,000-24,999                      0            3-5 
## 9694    20,000-24,999                      0            < 1 
## 9695        > 500,000              > 100,000            20+ 
## 9696    20,000-24,999           10,000-99,999           3-5 
## 9697      7,500-9,999                      0            1-2 
## 9698    40,000-49,999                      0            3-5 
## 9699    10,000-14,999                    1-99           1-2 
## 9700             <NA>                    <NA>           1-2 
## 9701      2,000-2,999                 100-999           1-2 
## 9702             <NA>                    <NA>           < 1 
## 9703  125,000-149,999              1000-9,999          5-10 
## 9704  100,000-124,999              > 100,000            20+ 
## 9705      1,000-1,999                 100-999           1-2 
## 9706      2,000-2,999                 100-999           < 1 
## 9707            0-999                 100-999           1-2 
## 9708      7,500-9,999           10,000-99,999           3-5 
## 9709    30,000-39,999                      0            3-5 
## 9710             <NA>                    <NA>           1-2 
## 9711             <NA>                    <NA>           3-5 
## 9712    30,000-39,999                    1-99           1-2 
## 9713    25,000-29,999                      0            1-2 
## 9714             <NA>                    <NA>           < 1 
## 9715    80,000-89,999              1000-9,999           < 1 
## 9716             <NA>                    <NA>           < 1 
## 9717             <NA>                    <NA>           3-5 
## 9718      7,500-9,999                      0           5-10 
## 9719  125,000-149,999              > 100,000            20+ 
## 9720      5,000-7,499                    1-99           < 1 
## 9721             <NA>                    <NA>           < 1 
## 9722      5,000-7,499                      0            < 1 
## 9723    40,000-49,999           10,000-99,999         10-20 
## 9724             <NA>                    <NA>           1-2 
## 9725    50,000-59,999                      0            3-5 
## 9726    30,000-39,999                    1-99           1-2 
## 9727             <NA>                    <NA>           < 1 
## 9728  100,000-124,999                      0            < 1 
## 9729    60,000-69,999                      0            3-5 
## 9730    10,000-14,999              1000-9,999          5-10 
## 9731    20,000-24,999                    1-99           1-2 
## 9732    30,000-39,999              1000-9,999           < 1 
## 9733            0-999                      0            < 1 
## 9734    25,000-29,999                 100-999           1-2 
## 9735      5,000-7,499                      0            < 1 
## 9736  125,000-149,999           10,000-99,999         10-20 
## 9737    30,000-39,999              1000-9,999           3-5 
## 9738             <NA>                    <NA>           1-2 
## 9739    50,000-59,999                      0            20+ 
## 9740    30,000-39,999                 100-999           < 1 
## 9741      2,000-2,999                 100-999           1-2 
## 9742      4,000-4,999              1000-9,999           < 1 
## 9743    60,000-69,999           10,000-99,999         10-20 
## 9744             <NA>                    <NA>           < 1 
## 9745             <NA>                    <NA>          5-10 
## 9746    20,000-24,999                      0            3-5 
## 9747  100,000-124,999              1000-9,999         10-20 
## 9748             <NA>                    <NA>           < 1 
## 9749            0-999                 100-999           1-2 
## 9750    30,000-39,999           10,000-99,999           1-2 
## 9751  100,000-124,999              1000-9,999           3-5 
## 9752    15,000-19,999                    1-99           1-2 
## 9753    50,000-59,999                      0            20+ 
## 9754             <NA>                    <NA>           1-2 
## 9755    10,000-14,999                 100-999           1-2 
## 9756            0-999                      0            < 1 
## 9757    50,000-59,999                      0            20+ 
## 9758    50,000-59,999                 100-999           < 1 
## 9759             <NA>                    <NA>           < 1 
## 9760             <NA>                    <NA>           < 1 
## 9761            0-999                    1-99           < 1 
## 9762  100,000-124,999              1000-9,999           20+ 
## 9763             <NA>                    <NA>           1-2 
## 9764            0-999                    1-99           < 1 
## 9765  100,000-124,999                      0           5-10 
## 9766    70,000-79,999              > 100,000           5-10 
## 9767      3,000-3,999                 100-999           < 1 
## 9768             <NA>                    <NA>           < 1 
## 9769    25,000-29,999              1000-9,999           < 1 
## 9770      4,000-4,999                      0            < 1 
## 9771      1,000-1,999                      0            3-5 
## 9772    40,000-49,999                 100-999          5-10 
## 9773    10,000-14,999                 100-999           < 1 
## 9774    10,000-14,999                      0            3-5 
## 9775    25,000-29,999                      0            < 1 
## 9776             <NA>                    <NA>           3-5 
## 9777      2,000-2,999                      0            < 1 
## 9778  100,000-124,999              1000-9,999           20+ 
## 9779            0-999                 100-999           3-5 
## 9780      5,000-7,499                      0            < 1 
## 9781      7,500-9,999                      0            1-2 
## 9782             <NA>                    <NA>           None
## 9783            0-999                    1-99           3-5 
## 9784    10,000-14,999                      0            1-2 
## 9785    20,000-24,999                 100-999           3-5 
## 9786    25,000-29,999           10,000-99,999           1-2 
## 9787            0-999                      0            < 1 
## 9788  100,000-124,999                 100-999           20+ 
## 9789      2,000-2,999                 100-999           3-5 
## 9790    10,000-14,999           10,000-99,999           1-2 
## 9791    20,000-24,999                    1-99           None
## 9792    60,000-69,999              1000-9,999           None
## 9793      3,000-3,999                    1-99           < 1 
## 9794            0-999                      0            3-5 
## 9795    40,000-49,999              1000-9,999           1-2 
## 9796      3,000-3,999                 100-999           1-2 
## 9797      1,000-1,999                      0            3-5 
## 9798            0-999                      0            None
## 9799             <NA>                    <NA>           None
## 9800             <NA>                    <NA>         10-20 
## 9801            0-999                      0            < 1 
## 9802  100,000-124,999              > 100,000            < 1 
## 9803             <NA>                    <NA>           3-5 
## 9804    60,000-69,999                      0            < 1 
## 9805      2,000-2,999                      0            < 1 
## 9806    30,000-39,999                      0           5-10 
## 9807    70,000-79,999                      0            3-5 
## 9808      3,000-3,999                    1-99           < 1 
## 9809    10,000-14,999              1000-9,999           1-2 
## 9810      4,000-4,999                      0            1-2 
## 9811    10,000-14,999                      0            1-2 
## 9812    60,000-69,999                 100-999         10-20 
## 9813    10,000-14,999              1000-9,999           None
## 9814    30,000-39,999              1000-9,999           3-5 
## 9815    30,000-39,999                      0            < 1 
## 9816             <NA>                    <NA>           < 1 
## 9817    40,000-49,999                    1-99           1-2 
## 9818             <NA>                    <NA>          5-10 
## 9819    20,000-24,999                      0            3-5 
## 9820    10,000-14,999                      0            1-2 
## 9821             <NA>                    <NA>           1-2 
## 9822      7,500-9,999              1000-9,999           < 1 
## 9823             <NA>                    <NA>           3-5 
## 9824    25,000-29,999                      0           5-10 
## 9825      2,000-2,999                      0            1-2 
## 9826      7,500-9,999                 100-999           1-2 
## 9827    80,000-89,999                      0            3-5 
## 9828      2,000-2,999                    1-99          5-10 
## 9829    50,000-59,999                 100-999           1-2 
## 9830             <NA>                    <NA>           1-2 
## 9831    40,000-49,999                    1-99           < 1 
## 9832             <NA>                    <NA>           1-2 
## 9833    15,000-19,999                      0            < 1 
## 9834  150,000-199,999              > 100,000            3-5 
## 9835             <NA>                    <NA>           < 1 
## 9836    40,000-49,999           10,000-99,999          5-10 
## 9837      1,000-1,999                    1-99           < 1 
## 9838    50,000-59,999                    1-99          5-10 
## 9839            0-999              1000-9,999           3-5 
## 9840    30,000-39,999              > 100,000            None
## 9841      1,000-1,999                      0            < 1 
## 9842      1,000-1,999              1000-9,999           < 1 
## 9843    20,000-24,999           10,000-99,999           3-5 
## 9844    50,000-59,999              1000-9,999          5-10 
## 9845             <NA>                    <NA>           None
## 9846      1,000-1,999                      0           5-10 
## 9847             <NA>                    <NA>           < 1 
## 9848    30,000-39,999           10,000-99,999          5-10 
## 9849    30,000-39,999                 100-999           1-2 
## 9850    50,000-59,999              1000-9,999         10-20 
## 9851    30,000-39,999                 100-999           3-5 
## 9852    40,000-49,999              1000-9,999           20+ 
## 9853            0-999                      0            1-2 
## 9854      3,000-3,999           10,000-99,999           1-2 
## 9855    40,000-49,999                      0            3-5 
## 9856      1,000-1,999                    1-99           1-2 
## 9857    25,000-29,999              1000-9,999           1-2 
## 9858    50,000-59,999              > 100,000            1-2 
## 9859  100,000-124,999              1000-9,999           1-2 
## 9860             <NA>                    <NA>           < 1 
## 9861    25,000-29,999                      0           5-10 
## 9862             <NA>                    <NA>           < 1 
## 9863    70,000-79,999                 100-999          5-10 
## 9864    50,000-59,999                      0           5-10 
## 9865    90,000-99,999              1000-9,999           20+ 
## 9866    40,000-49,999              1000-9,999         10-20 
## 9867  125,000-149,999                    1-99         10-20 
## 9868      1,000-1,999                    1-99           1-2 
## 9869    20,000-24,999                    1-99           3-5 
## 9870    10,000-14,999           10,000-99,999           3-5 
## 9871    40,000-49,999              1000-9,999           1-2 
## 9872    20,000-24,999              1000-9,999           1-2 
## 9873             <NA>                    <NA>           1-2 
## 9874             <NA>                    <NA>           1-2 
## 9875            0-999              1000-9,999           3-5 
## 9876             <NA>                    <NA>           < 1 
## 9877    20,000-24,999                    1-99           None
## 9878    15,000-19,999                      0            3-5 
## 9879  100,000-124,999                    1-99           20+ 
## 9880    25,000-29,999                    1-99           1-2 
## 9881    10,000-14,999                 100-999           3-5 
## 9882    30,000-39,999                      0            3-5 
## 9883    40,000-49,999                 100-999           3-5 
## 9884    50,000-59,999              1000-9,999           < 1 
## 9885    40,000-49,999                    1-99          5-10 
## 9886            0-999                      0            3-5 
## 9887      4,000-4,999                    1-99           < 1 
## 9888    60,000-69,999           10,000-99,999           3-5 
## 9889             <NA>                    <NA>           None
## 9890             <NA>                    <NA>           3-5 
## 9891    80,000-89,999           10,000-99,999          5-10 
## 9892             <NA>                    <NA>           < 1 
## 9893             <NA>                    <NA>           3-5 
## 9894             <NA>                    <NA>           1-2 
## 9895             <NA>                    <NA>           1-2 
## 9896    25,000-29,999           10,000-99,999           1-2 
## 9897             <NA>                    <NA>           3-5 
## 9898      4,000-4,999                 100-999           3-5 
## 9899    10,000-14,999                      0            3-5 
## 9900             <NA>                    <NA>         10-20 
## 9901    40,000-49,999              > 100,000            3-5 
## 9902    80,000-89,999              1000-9,999           3-5 
## 9903    70,000-79,999              1000-9,999           20+ 
## 9904             <NA>                    <NA>           1-2 
## 9905    15,000-19,999                 100-999           None
## 9906      1,000-1,999              1000-9,999           3-5 
## 9907      7,500-9,999                      0            3-5 
## 9908             <NA>                    <NA>           None
## 9909    20,000-24,999                 100-999           1-2 
## 9910            0-999                    1-99           < 1 
## 9911    25,000-29,999                      0           5-10 
## 9912    80,000-89,999              > 100,000            3-5 
## 9913    40,000-49,999                      0            None
## 9914    25,000-29,999              1000-9,999         10-20 
## 9915    30,000-39,999                 100-999           3-5 
## 9916    40,000-49,999                      0            1-2 
## 9917    25,000-29,999              > 100,000            3-5 
## 9918    50,000-59,999              1000-9,999           3-5 
## 9919    50,000-59,999                      0            20+ 
## 9920    50,000-59,999                 100-999           1-2 
## 9921            0-999                    1-99           < 1 
## 9922    30,000-39,999              1000-9,999           3-5 
## 9923  100,000-124,999                      0            3-5 
## 9924    50,000-59,999                      0           5-10 
## 9925    80,000-89,999              > 100,000            3-5 
## 9926    30,000-39,999           10,000-99,999           3-5 
## 9927      7,500-9,999           10,000-99,999           3-5 
## 9928    70,000-79,999           10,000-99,999         10-20 
## 9929             <NA>                    <NA>           < 1 
## 9930             <NA>                    <NA>           < 1 
## 9931    25,000-29,999           10,000-99,999           3-5 
## 9932    40,000-49,999              1000-9,999          5-10 
## 9933             <NA>                    <NA>           None
## 9934            0-999                    1-99           1-2 
## 9935    50,000-59,999                 100-999           20+ 
## 9936             <NA>                    <NA>           3-5 
## 9937      1,000-1,999                      0            3-5 
## 9938             <NA>                    <NA>           < 1 
## 9939    25,000-29,999                      0            3-5 
## 9940    90,000-99,999           10,000-99,999           None
## 9941    40,000-49,999              1000-9,999           1-2 
## 9942    50,000-59,999                      0           5-10 
## 9943             <NA>                    <NA>           1-2 
## 9944    25,000-29,999                 100-999           3-5 
## 9945    15,000-19,999                      0            3-5 
## 9946    30,000-39,999              1000-9,999           3-5 
## 9947            0-999                      0            3-5 
## 9948      4,000-4,999                 100-999          5-10 
## 9949      5,000-7,499                 100-999           3-5 
## 9950             <NA>                    <NA>           < 1 
## 9951    10,000-14,999                      0            1-2 
## 9952    40,000-49,999              1000-9,999         10-20 
## 9953             <NA>                    <NA>         10-20 
## 9954      1,000-1,999                      0            1-2 
## 9955    90,000-99,999                      0            None
## 9956      7,500-9,999                    1-99           1-2 
## 9957    30,000-39,999                 100-999           3-5 
## 9958    40,000-49,999              1000-9,999           3-5 
## 9959             <NA>                    <NA>           < 1 
## 9960    15,000-19,999              1000-9,999           20+ 
## 9961    60,000-69,999           10,000-99,999           20+ 
## 9962    15,000-19,999                 100-999           20+ 
## 9963             <NA>                    <NA>           None
## 9964    40,000-49,999                      0           5-10 
## 9965  100,000-124,999              > 100,000          10-20 
## 9966             <NA>                    <NA>           < 1 
## 9967    15,000-19,999                 100-999           3-5 
## 9968      1,000-1,999                    1-99           < 1 
## 9969    70,000-79,999                      0          10-20 
## 9970    60,000-69,999              > 100,000            3-5 
## 9971             <NA>                    <NA>           < 1 
## 9972    15,000-19,999           10,000-99,999           None
## 9973    15,000-19,999              1000-9,999           1-2 
## 9974  125,000-149,999           10,000-99,999           3-5 
## 9975      5,000-7,499                      0            20+ 
## 9976    50,000-59,999                      0            3-5 
## 9977    50,000-59,999           10,000-99,999         10-20 
## 9978    70,000-79,999              1000-9,999         10-20 
## 9979      5,000-7,499              1000-9,999           1-2 
## 9980    20,000-24,999                 100-999           3-5 
## 9981            0-999                      0            None
## 9982    80,000-89,999              1000-9,999           < 1 
## 9983    15,000-19,999                 100-999          5-10 
## 9984    10,000-14,999                      0            1-2 
## 9985    50,000-59,999              1000-9,999          5-10 
## 9986             <NA>                    <NA>           1-2 
## 9987    25,000-29,999           10,000-99,999           < 1 
## 9988            0-999           10,000-99,999           < 1 
## 9989             <NA>                    <NA>         10-20 
## 9990      1,000-1,999                    1-99           3-5 
## 9991    30,000-39,999                      0           5-10 
## 9992    40,000-49,999              > 100,000            1-2 
## 9993            0-999                 100-999           1-2 
## 9994             <NA>                    <NA>           < 1 
## 9995      5,000-7,499                 100-999           1-2 
## 9996    50,000-59,999              1000-9,999           1-2 
## 9997    20,000-24,999           10,000-99,999           3-5 
## 9998             <NA>                    <NA>           1-2 
## 9999    50,000-59,999              1000-9,999           3-5 
##  [ reached 'max' / getOption("max.print") -- omitted 9718 rows ]